Environment and Planning B-Urban Analytics and City Science

Article	Citations
Fifty years of Environment and Planning B	41
The conundrum of ‘form follows function’	40
Advances in geospatial approaches to transport networks and sustainable mobility	38
Determinants of Urban land development: A panel study for U.S. metropolitan areas	36
Professor Stan Openshaw (1946–2022)	35
Geo-visualisation of the community structure of intercity express delivery network in China based on waybill big data	34
An Academy of Nations? The enduring Eurocentrism of the Best International Feature Film Award	34
An interactive method for generating and evaluating urban design alternatives in early design stages	33
OSM land use data quality and its association with city-level socioeconomic conditions in China	29
Examining the impact of the urban transportation system on tangible and intangible vitality at the city-block scale in Nanjing, China	25
Detecting shifts in metropolitan structure: A spatial network perspective	24
Ownership diversity and fragmentation: A barrier to urban centre resilience	23
Visualizing urban slum population across the globe	22
Smart Data infrastructure for urban analytics, city science, planning and design	20
Uneven regional distribution earthquake danger zones and of cell towers and cells in Türkiye	19
Detecting cross-boundary regional collaboration in China by network community scanning with human mobility data	19
The QGIS Polygon Divider: Polygon partition into an irregular equal area grid	18
Resilience analysis of global agricultural trade	17
Exploring the impact of urban morphology on heat stress: A high-resolution microclimate simulation study	17
Hopes and dreams for (future) better things: Medium, data, and ideas	17
Studying tech adoption with “text-as-data”: Opportunities, pitfalls, and complementarities in the case of transportation	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	16
Urban shrinkage or urban growth in Europe?	16
Identifying sinks and sources of human flows: A new approach to characterizing urban structures	16

Developing a two-level machine-learning approach for classifying urban form for an East Asian mega-city	15
Understanding street-level urban vibrancy via spatial-temporal Wi-Fi data analytics: Case LivingLine Shanghai	15
The breaking points of human development-the separating role of national borders	15
Long-term validation of inner-urban mobility metrics derived from Twitter/X	15
Monitoring the well-being of vulnerable transit riders using machine learning based sentiment analysis and social media: Lessons from COVID-19	14
Estimating the effects of urban green regions in terms of diffusion	14
Spatial modelling of psychosocial benefits of favourite places in Denmark: A tale of two cities	14
Applications of machine learning and deep learning methods for climate change mitigation and adaptation	14
Developing urban biking typologies: Quantifying the complex interactions of bicycle ridership, bicycle network and built environment characteristics	14
The science of a subtitle	14
Exploring large-scale spatial distribution of fear of crime by integrating small sample surveys and massive street view images	13
Gravity-based models for evaluating urban park accessibility: Why does localized selection of attractiveness factors and travel modes matter?	13
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	12
Walking alone or walking together: A spatial evaluation of children’s travel behavior to school	12
Urban planning and IPCC-like city assessments integration for climate-resilient cities	12
Evaluating relocation behavior of establishments: Evidence for the short-term effects of COVID-19	12
Coupled use of isovists and wavelets for street intersection pattern determination	11
tscluster : A python package for the optimal temporal clustering framework	11
Facebook city: Place-named groups as urban communication infrastructure in Greater London	11
Strategic archetypes of planning processes: Model and evidence	11
The rhythm of risk: Exploring spatio-temporal patterns of urban vulnerability with ambulance calls data	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
ERRATUM to “NetAScore: An open and extendible software for segment-scale bikeability and walkability”	11
Infrastructures connecting people: A mechanistic model for terrestrial transportation networks	11
Participation matters: The social construction of digital twins for cities	11
Analysis of spatial form and structure of commercial pedestrian blocks based on Isovist and big data	11
GeoInfographic design of the multi-spatiality of borders: A case study of epidemic prevention and control in Ruili, China	11
Where is it complex to reallocate road space?	10
Modeling the relationship between urban tree canopy, landscape heterogeneity, and land surface temperature: A machine learning approach	10
Measuring the local complementarity of population, amenities and digital activities to identify and understand urban areas of interest	10
Unraveling the mystery of urban expansion in the Guangdong-Hong Kong-Macao Greater Bay Area: Exploring the crucial role of regional cooperation	10
How accessible are cities for visually impaired pedestrians? A case of Greater London	10
Walking in the cities without ground, how 3d complex network volumetrics improve analysis	10
Study on the hotspots of urban tourism spaces based on Instagram-Worthy locations data: Taking Beijing as an example	10
Natural language processing for planning policy identification: A benchmarking study using 113 Chinese cities between 2011 and 2019	10
Assessing impacts of the built environment on mobility: A joint choice model of travel mode and duration	10
Understanding the impact of building morphology on building energy consumption: A spatial econometric analysis	9
The geographic visualization of financial inclusion and exclusion in Mexican municipalities	9
Two faces of discontent in Italy: One looking to the North and one to the South	9
Discontinuities in regional economic development due to administrative boundaries: Examining the mechanisms of the boundary effect	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
Exploring future landscape changes for polycentric urbanization using cellular automata calibrated with radiation model	9
Assessing the impact of greenery on urban heat using opportunistic drive-by sensing	9
The syntactic structure of the isovist: Thresholds, depth, and distributedness	9
Low-cost sensor desert and equity across US cities	9
The Link between Theory and Practice	9
The boundary problem	9
A multi-scale network-based topological analysis of urban road networks in highly populated cities	9
The Relative Probability of Facebook Friendship in the United States	9
Household choices of sanitation infrastructure and impact on disease in India	8

Predicting housing deprivation from space in the slums of Dhaka	8
Does a compact city really reduce consumption-based carbon emissions? The case of South Korea	8
Planning decentralized urban renewable energy systems using algal cultivation for closed-loop and resilient communities	8
Location optimization of emergency medical services: Considering joint service coverage of ambulances and emergency centers	8
The New ‘New Towns’	8
Winners of the Breheny Prize for Volume 48, 2021	8
Mumford’s recurring challenge: What is a city?	8
Strategies and inequities in balancing recreation and COVID exposure when visiting green spaces	8
Analysis of shape grammars: Continuity of rules	8
Visibility and symbolism of corporate architecture: A multi-method approach for visual impact assessment	8
The development differences of districts and the boundary effect of housing prices in Hangzhou, China	8
A convergence of climate, social justice, and infrastructure policy enables forestry to cool cities	8
New methods for old questions: Predicting historical urban renewal areas in the United States	8
Making plans findable, accessible, interoperable, and reusable with data infrastructure: A search engine for constructing, analyzing, and visualizing planning documents	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
Examining the impact of neighborhood environment factors on residents’ emotions during COVID-19 lockdown and reopening: A Wuhan study on mediation and moderation	8
Street edge subdivision: Structuring ground floor interfaces to stimulate pedestrian visual engagement	8
Changes in the spatial differences of immigrants by country of birth’s income between 2008 and 2021 in South Korea	8
The scalar mismatch of regional governance: A comparative analysis of hierarchical structures	8
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	7
Analysing the consequences of progressive Urban Spatial cycles to evaluate urban land use policy	7
Operationalizing the open city concept: A case study of Berlin	7
Let’s discuss our city! Engaging youth in the co-creation of living environments with digital serious geogames and gamified storytelling	7
New algorithms for generating isovist field and isovist measurements	7
The geography of public transport competitiveness in thirteen medium sized cities	7
Featured graphics: Migrating from EP-A to EP-B	7
Always growing? Mapping population change in urban China for 2010-2020	7
Can regionalization enhance the performance of land-use change models in rapidly urbanizing areas?	7
Dynamics of China’s natural cities and their living structures derived from nighttime lights and populated grids	7
The landscape of big data	7
Measuring and mapping neighborhood opportunity: A comparison of opportunity indices in California	7
Gender differences in spatio-temporal dynamics: Visualizing bike-sharing mobility patterns in New York City	7
Corrigendum to ‘Transportation and urban spatial structure: Evidence from Paris’	7
Towards a more realistic estimation of urban land take by combining cadastral parcels and building footprints	7
Visualizing city incompleteness: Incremental urban change in Central Sydney 1965–2020	7
Tracking plan implementation using elected officials’ social media communications and votes	7
Valuing the ‘new normal’? Housing markets under COVID-19: Insights from a hybrid hedonic repeat sales model	7
Deserving poor in public sanitation: Tracing the policymaking processes of who gets what, when, how, and why in Delhi	7
Extracting real estate values of rental apartment floor plans using graph convolutional networks	7
Examining heat inequity in a Brazilian metropolitan region	6
Delineating school attendance boundaries to improve diversity and community integrity	6
My ten years with Environment and Planning B	6
Social life and interpersonal relationships in Environment and Planning B	6
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	6
Rail journey cost calculator for Great Britain	6
Unveiling the environmental accommodation with cultural identity in vernacular houses through knowledge-fused explainable AI	6
Normative urban science	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
Mapping sense of place as a measurable urban identity: Using street view images and machine learning to identify building façade materials	6
Quantifying the environmental characteristics influencing the attractiveness of commercial agglomerations with big geo-data	6
The spontaneous rules of spontaneous development	6
Metro cultural scene: A new community scale in urban scene research	6
A multi-city study on structural characteristics of bicycle networks	6
Road network distances and detours in Europe: Radial profiles and city size effects	6
Transit communication via Twitter during the COVID-19 pandemic	6
How applicable are scaling laws in predicting slum populations in urban systems? Evidence from India	6
MAP: Mapping accessibility for ethically informed urban planning	6
Agglomeration vs amenities? Unraveling the latent engine of growth in metropolitan Greece	6
Beyond the backyard: Unraveling the geographies of citizens’ engagement in digital participatory planning	6
Spatially disaggregated simulation of interactions between home prices and land-use change	6
Digital twins: The current “Krays” of urban analytics?	6
Comparative analysis of urban structures in three American Rust Belt cities	6
Overture Point of Interest data for the United Kingdom: A comprehensive, queryable open data product, validated against Geolytix supermarket data	6
Methods for neighbourhood Mapping, boundary agreement	6
Corrigendum to the Effects of Vacant Lot Greening and the Impact of Land Use and Business Presence on Crime	6
Evaluating the effects of heat vulnerability on heat-related emergency medical service incidents: Lessons from Austin, Texas	6
COVID-19 pandemic and minority health disparities in New York City: A spatial and temporal perspective	5
New town development and housing affordability: A case study in Hong Kong	5
The effects of vacant lot greening and the impact of land use and business presence on crime	5
Data-driven micromobility network planning for demand and safety	5
About positive and negative synergies of social projects: Treating correlation in participatory value evaluation	5
The impact of urban form on physical change: A quantitative and diachronic analysis of urban form evolution in Midtown Manhattan	5
Exploring the plot patterns of the retail landscape: The case of the Helsinki Metropolitan area	5
Scaling of urban environmental performance in Chinese cities	5
How to measure large-scale complex urban network structures using night-time light satellite databases. Application to European metropolitan regions	5
Airbnb and the COVID-19 pandemic: A geospatial analysis of Greater London	5
The flow of information	5
Urban land use transitions: Examining change over 19 years using sequence analysis. The case of South-East Queensland, Australia	5
Forecasting the urbanization dynamics in the Seoul metropolitan area using a long short-term memory–based model	5

Decoding Namboothiri illams of Kerala: A shape grammar approach	5
A navigability entropy model for street networks	5
The Social Digital Twin:The Social Turn in the Field of Smart Cities	5
Contiguity of underutilized lands: Dynamic simulation taking their temporary uses into account	5
Urban expansion and transportation interaction: Evidence from Akure, southwestern Nigeria	5
Interplay between auditory and visual environments in historic districts: A big data approach based on social media	5
Land-use efficiency and local government revenue: Evidence from 272 Chinese cities using a novel structural equation modelling approach	5
Spatial inequalities and cities: A review	5
AI in land use	5
Spatial and temporal access to warm spaces during the winter of 2022/2023	5
Packaging code and data for reproducible research: A case study of journey time statistics	5
Favelas 4D: Scalable methods for morphology analysis of informal settlements using terrestrial laser scanning data	5
Is physical planning over? If so, what will replace it?	5
An inductive method for classifying building form in a city with implications for orientation	5
The Michael Breheny Prize 2024	4
Corrigendum to Central Eastern European cities within multi-level transnational company networks: Cores, peripheries and diffusion of innovation	4
Charting the past and possible futures of planning support systems: Results of a citation network analysis	4
Inequalities in experiencing urban functions. An exploration of human digital (geo-)footprints	4
Revisiting Gehl’s urban design principles with computer vision and webcam data: Associations between public space and public life	4
Household expenditure and accessibility of water in urban India	4
Global Healthy and Sustainable City Indicators: Collaborative development of an open science toolkit for calculating and reporting on urban indicators internationally	4
Generative AI	4
Planning factors affecting carbon footprints of residents: Density, land use, and suburbanization	4
One-dimensional urban scaling	4
A method to derive small area estimates of linked commuting trips by mode from open source LODES and ACS data	4
Redefining urban digital twins for the federated data spaces ecosystem: A perspective	4
Characteristics and prediction of urban interaction networks from the perspective of traffic flow and text information flow	4
Classifying and mapping residential structure through the London Output Area Classification	4
Impacts of bus rapid transit (BRT) on income-segmented housing markets in El Paso, Texas: A spatial hedonic and difference-in-differences analysis	4
Explainable spatially explicit geospatial artificial intelligence in urban analytics	4
Who settles where? Simulating urban growth and socioeconomic level using cellular automata and random forest regression	4
The effects of street environment features on road running: An analysis using crowdsourced fitness tracker data and machine learning	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
City laboratory: Embracing new data, new elements, and new pathways to invent new cities	4
NetAScore: An open and extendible software for segment-scale bikeability and walkability	4
Multidimensional factors correlated with population changes according to city size in Japan	4
Mapping U.S.-China technological “decoupling”: Beyond U.S.-China relations	4
Where to invest in cycle parking: A portfolio management approach to spatial transport planning	4
Visualizing the North–South Divide of international visitors: Evidence from the Yangtze River Delta in China	4
Smart cities and climate-resilient urban planning	4
An agent-based simulation model for the growth of the Sydney Trains network	4
Unraveling transit service and land use components of the socio-spatial inequality of access	4
Evaluation of urban planning methods toward bioclimatic and resilient urban spaces	4
“MAPPING PUBLIC SPACE MICRO-OCCUPATIONS: Drone-Driven Predictions of Spatial Behaviors in Carapungo, Quito”	4
Effect of greening vacant houses on improvement in thermal environment using ENVI-met simulation: A case study on Busan metropolitan city	4
Geographies of grocery shopping in major Canadian cities: Evidence from large-scale mobile app data	4
From urban modelling to city digital twins – Reflections from the applied urban modelling (AUM) symposia	4
Digital twins on trial: Can they actually solve wicked societal problems and change the world for better?	4
Quantifying the benefits of urban amenities in Singapore with consideration of the effects of spatial heterogeneity	4
Assessment of the Bioclimatic Index for resilient urban spaces in Mediterranean cities	3
How do urban services facilities affect social segregation among people of different economic levels? A case study of Shenzhen city	3
Connected bikeability in London: Which localities are better connected by bike and does this matter?	3
TTS2016R: A data set to study population and employment patterns from the 2016 Transportation Tomorrow Survey in the Greater Golden Horseshoe area, Ontario, Canada	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
A 3D agent-based model for simulating urban densification in Toronto, Canada	3
Spatiotemporal analysis for travel patterns of the personal mobility using an explainable machine learning approach: A case of Seoul, South Korea	3
Can administrative division adjustment improve urban land use efficiency? Evidence from “Revoke County to Urban District” in China	3
Network-entropy-based morphological polycentricity in 1851-1881 England and Wales	3
How would AI define neighborhood boundaries? A comparison with human-crowdsourced data	3
A consequential framework to quantify the climate impacts of passenger travel	3
Geographical detector-based assessment of multi-level explanatory powers of determinants on China’s medical-service resumption during the COVID-19 epidemic	3
Gendered cities: Studying urban gender bias through street names	3
A data-driven investigation on park visitation and income mixing of visitors in New York City	3
On the taxonomy of smart city indicators and their alignment with sustainability and resilience	3
Exploring land use functional variance using mobile phone derived human activity data in Shanghai	3
Agglomeration effects as spatially embedded social interactions: identifying urban scaling beyond metropolitan areas	3
Understanding intracity housing market dynamics: A state-space model with Bayesian nonparametric clustering approach	3
Profile and theoretical advances in urban big data studies: A systematic review of 57 representative journals (2013–2023)	3
Towards a 15-minute city: A network-based evaluation framework	3
Data analytics and sustainable urban development in global cities	3
Diving or thriving? How COVID-19 reshaped Australian short-term rental submarkets	3
Who can walk? An analysis of public amenity access in America’s ten largest cities	3
Short video-driven deep perception for city imagery	3
Comparing types and patterns: A context-oriented approach to densification in Switzerland and the Netherlands	3
Identifying relevant volunteered geographic information about adverse weather events in Trondheim using the CitizenSensing participatory system	3
A Python package for the local multiscale analysis of spatial point processes (LomPy)	3
We are here, we are everywhere: Mapping global queer geographies of emotion	3
Generative AI and urban modeling	3
Exploring the role of accessibility in shaping retail location using space syntax measures: A panel-data analysis in Lisbon, 1995–2010	3
Water and sanitation for all: Citizen science, health equity, and urban climate justice	3
AI and design	3
Selecting building height control indicators of landmark skylines: A visual perception experiment	3
A data-driven approach to analyse the co-evolution of urban systems through a resilience lens: A Helsinki case study	3
Income-related spatial concentration of individual social capital in cities	3
Explaining a century of Swiss regional development by deep learning and SHAP values	3
Automating urban policy extraction: A large language model-based framework for extracting local heat policies from planning documents	3
Leveraging newspapers to understand urban issues: A longitudinal analysis of urban shrinkage in Detroit	3
The electrification of road transport and its urban effects	3
Happiness and international migration – The spatial dimension of a relationship	3
Evaluating the impact of water protection policy on urban growth: A case study of Jiaxing	3
Integrating activity-based transport and building occupancy models for campus-scale energy management	3
Spatial model for predictive recovery monitoring based on hazard, built environment, and population features and their spillover effects	3
Proximity walks: Multimetric evaluation of the walkability network efficiency in Barcelona	3
EPB turns 50 years old: An analytical tour of the last five decades	3