Publications
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| Title | Date | Author | Journal |
|---|---|---|---|
| Geodemographics and residential differentiation: A methodological review and future directions for learned representations of the social landscape | 2026 | Alex Singleton; Seth E. Spielman | Computers, Environment and Urban Systems |
| Thriving or surviving: Understanding the geography of financial precarity in Great Britain | 2026 | Zi Ye; Alex Singleton | Computers, Environment and Urban Systems |
| Reconfiguration and economic performance of British retail centres in the post-pandemic era | 2026 | Les Dolega; Patrick Ballantyne; Alex Singleton | The International Review of Retail, Distribution and Consumer Research |
| Tracking spatio-temporal energy vulnerability: A composite indicator for England and Wales | 2025 | Cameron Ward; Alexander Singleton; Caitlin Robinson; Francisco Rowe | Regional Studies, Regional Science |
| A spatial typology of energy (in)efficiency in the private rental sector in England and Wales using Energy Performance Certificates | 2025 | Caitlin Robinson; Ed Atkins; Tom Cantellow; Meixu Chen; Lenka Hasova; Alex Singleton | Environment and Planning B: Urban Analytics and City Science |
| Mapping multidimensional energy deprivation: Socio-spatial inequalities and policy implications in Great Britain | 2025 | Meixu Chen; Caitlin Robinson; Alex Singleton | Computers, Environment and Urban Systems |
| Leveraging Advanced Technologies for (Smart) Transportation Planning: A Systematic Review | 2025 | Heejoo Son; Jinhyeok Jang; Jihan Park; Akos Balog; Patrick Ballantyne; Heeseo Rain Kwon; Alex Singleton; Jinuk Hwang | Sustainability |
| Using composite indicators and city dashboards to promote place-based policy interventions | 2024 | Patrick Ballantyne; Alex Singleton | Cities |
| Unraveling the Brexit–COVID-19 nexus: assessing the decline of EU student applications into UK universities | 2024 | Ruth Neville; Francisco Rowe; Alex Singleton | Data & Policy |
| Developing two-dimensional indicators of transport demand and supply to promote sustainable transportation equity | 2024 | Patrick Ballantyne; Gabriele Filomena; Francisco Rowe; Alex Singleton | Computers, Environment and Urban Systems |
| Mapping cognitive place associations within the United Kingdom through online discussion on Reddit | 2024 | Cillian Berragan; Alex Singleton; Alessia Calafiore; Jeremy Morley | Transactions of the Institute of British Geographers |
| Spatial-Temporal Dynamics of Gas Consumption in England and Wales: Assessing the Residential Sector Using Sequence Analysis | 2024 | Cameron Ward; Caitlin Robinson; Alexander Singleton; Francisco Rowe | Applied Spatial Analysis and Policy |
| Using loyalty card records and machine learning to understand how self-medication purchasing behaviours vary seasonally in England, 2012–2014 | 2024 | Alec Davies; Mark A. Green; Dean Riddlesden; Alex D. Singleton | Applied Marketing Analytics: The Peer-Reviewed Journal |
| ‘Research ready’ geographically enabled smart data | 2024 | Paul A. Longley; James Cheshire; Alex Singleton | Annals of GIS |
| Nonlinear relationships between human development and international student mobility: The prominent role of employment prospects and cultural and linguistic ties | 2024 | Ruth Neville; Francisco Rowe; Alexander Singleton | Population, Space and Place |
| A neighbourhood Output Area Classification from the 2021 and 2022 UK censuses | 2024 | Jakub Wyszomierski; Paul A. Longley; Alex D. Singleton; Christopher Gale; Oliver O’Brien | The Geographical Journal |
| Classifying and mapping residential structure through the London Output Area Classification | 2024 | Alex D Singleton; Paul A Longley | Environment and Planning B: Urban Analytics and City Science |
| Harnessing mobility data to capture changing work from home behaviours between censuses | 2024 | Hamish Gibbs; Patrick Ballantyne; James Cheshire; Alex Singleton; Mark A. Green | The Geographical Journal |
| Mapping Great Britain’s semantic footprints through a large language model analysis of Reddit comments | 2024 | Cillian Berragan; Alex Singleton; Alessia Calafiore; Jeremy Morley | Computers, Environment and Urban Systems |
| Segmentation using large language models: A new typology of American neighborhoods | 2024 | Alex D. Singleton; Seth Spielman | EPJ Data Science |
| Local Data Spaces: Leveraging trusted research environments for secure location-based policy research in the age of coronavirus disease-2019 | 2023 | Jacob L. Macdonald; Mark A. Green; Maurizio Gibin; Simon Leech; Alex Singleton; Paul Longley | Data & Policy |
| Transformer based named entity recognition for place name extraction from unstructured text | 2023 | Cillian Berragan; Alex Singleton; Alessia Calafiore; Jeremy Morley | International Journal of Geographical Information Science |
| Integrating the Who, What, and Where of U.S. Retail Center Geographies | 2023 | Patrick Ballantyne; Alex Singleton; Les Dolega; Jacob Macdonald | Annals of the American Association of Geographers |
| Decomposing the Temporal Signature of Nitrogen Dioxide Declines during the COVID-19 Pandemic in UK Urban Areas | 2022 | Alessia Calafiore; Jacob L. Macdonald; Alex Singleton | Applied Spatial Analysis and Policy |
| From Data to Narratives: Scrutinising the Spatial Dimensions of Social and Cultural Phenomena Through Lenses of Interactive Web Mapping | 2022 | Tian Lan; Oliver O’Brien; James Cheshire; Alex Singleton; Paul Longley | Journal of Geovisualization and Spatial Analysis |
| Changing patterns of SARS-CoV-2 infection through Delta and Omicron waves by vaccination status, previous infection and neighbourhood deprivation: a cohort analysis of 2.7 M people | 2022 | Mark A. Green; Daniel J. Hungerford; David M. Hughes; Marta Garcia-Fiñana; Lance Turtle; Christopher Cheyne; Matthew Ashton; Gary Leeming; Malcolm G. Semple; Alex Singleton; Iain Buchan | BMC Infectious Diseases |
| A Generalized Model of Activity Space | 2022 | Seth E. Spielman; Alex D. Singleton | Annals of the American Association of Geographers |
| Assessing the value of user-generated images of urban surroundings for house price estimation | 2022 | Meixu Chen; Yunzhe Liu; Dani Arribas-Bel; Alex Singleton | Landscape and Urban Planning |
| An open source delineation and hierarchical classification of UK retail agglomerations | 2022 | Jacob L. Macdonald; Les Dolega; Alex Singleton | Scientific Data |
| Estimating generalized measures of local neighbourhood context from multispectral satellite images using a convolutional neural network | 2022 | Alex Singleton; Dani Arribas-Bel; John Murray; Martin Fleischmann | Computers, Environment and Urban Systems |
| A framework for delineating the scale, extent and characteristics of American retail centre agglomerations | 2022 | Patrick Ballantyne; Alex Singleton; Les Dolega; Kevin Credit | Environment and Planning B: Urban Analytics and City Science |
| Archetypes of Footfall Context: Quantifying Temporal Variations in Retail Footfall in relation to Micro-Location Characteristics | 2022 | Susie Philp; Les Dolega; Alex Singleton; Mark Green | Applied Spatial Analysis and Policy |
| The 20-minute city: An equity analysis of Liverpool City Region | 2022 | Alessia Calafiore; Richard Dunning; Alex Nurse; Alex Singleton | Transportation Research Part D: Transport and Environment |
| The Association between Fast Food Outlets and Overweight in Adolescents Is Confounded by Neighbourhood Deprivation: A Longitudinal Analysis of the Millennium Cohort Study | 2021 | Mark A. Green; Matthew Hobbs; Ding Ding; Michael Widener; John Murray; Lindsey Reece; Alex Singleton | International Journal of Environmental Research and Public Health |
| Open data products-A framework for creating valuable analysis ready data | 2021 | Dani Arribas-Bel; Mark Green; Francisco Rowe; Alex Singleton | Journal of Geographical Systems |
| A regional exploration of retail visits during the COVID-19 pandemic | 2021 | Patrick Ballantyne; Alex Singleton; Les Dolega | Regional Studies, Regional Science |
| Identifying how COVID-19-related misinformation reacts to the announcement of the UK national lockdown: An interrupted time-series study | 2021 | Mark Green; Elena Musi; Francisco Rowe; Darren Charles; Frances Darlington Pollock; Chris Kypridemos; Andrew Morse; Patricia Rossini; John Tulloch; Andrew Davies; Emily Dearden; Henrdramoorthy Maheswaran; Alex Singleton; Roberto Vivancos; Sally Sheard | Big Data & Society |
| The Evolution Characteristics and Influence Mechanism of Chinese Venture Capital Spatial Agglomeration | 2021 | Li Yao; Alex Singleton; Pingjun Sun; Guanpeng Dong | International Journal of Environmental Research and Public Health |
| A deep learning approach to identify unhealthy advertisements in street view images | 2021 | Gregory Palmer; Mark Green; Emma Boyland; Yales Stefano Rios Vasconcelos; Rahul Savani; Alex Singleton | Scientific Reports |
| A geographic data science framework for the functional and contextual analysis of human dynamics within global cities | 2021 | Alessia Calafiore; Gregory Palmer; Sam Comber; Daniel Arribas-Bel; Alex Singleton | Computers, Environment and Urban Systems |
| Beyond retail: New ways of classifying UK shopping and consumption spaces | 2021 | Les Dolega; Jonathan Reynolds; Alex Singleton; Michalis Pavlis | Environment and Planning B: Urban Analytics and City Science |
| Geographic Data Science | 2021 | Alex Singleton; Daniel Arribas‐Bel | Geographical Analysis |
| Using convolutional autoencoders to extract visual features of leisure and retail environments | 2020 | Sam Comber; Daniel Arribas-Bel; Alex Singleton; Les Dolega | Landscape and Urban Planning |
| Building Hierarchies of Retail Centers Using Bayesian Multilevel Models | 2020 | Sam Comber; Daniel Arribas-Bel; Alex Singleton; Guanpeng Dong; Les Dolega | Annals of the American Association of Geographers |
| Mapping the geodemographics of digital inequality in Great Britain: An integration of machine learning into small area estimation | 2020 | Alex Singleton; Alexandros Alexiou; Rahul Savani | Computers, Environment and Urban Systems |
| Considering context and dynamics: A classification of transit-orientated development for New York City | 2020 | Yunzhe Liu; Alex Singleton; Daniel Arribas-Bel | Journal of Transport Geography |
| Quantifying the Characteristics of the Local Urban Environment through Geotagged Flickr Photographs and Image Recognition | 2020 | Meixu Chen; Dani Arribas-Bel; Alex Singleton | ISPRS International Journal of Geo-Information |
| A Principal Component Analysis (PCA)-based framework for automated variable selection in geodemographic classification | 2019 | Yunzhe Liu; Alex Singleton; Daniel Arribas-Bel | Geo-spatial Information Science |
| Data infrastructure requirements for new geodemographic classifications: The example of London’s workplace zones | 2019 | Alex D. Singleton; Paul A. Longley | Applied Geography |
| Open data on health-related neighbourhood features in Great Britain | 2019 | Konstantinos Daras; Mark A. Green; Alec Davies; Benjamin Barr; Alex Singleton | Scientific Data |
| Understanding the dynamics of urban areas of interest through volunteered geographic information | 2019 | Meixu Chen; Dani Arribas-Bel; Alex Singleton | Journal of Geographical Systems |
| Using machine learning to investigate self-medication purchasing in England via high street retailer loyalty card data | 2018 | Alec Davies; Mark A. Green; Alex D. Singleton | PLOS ONE |
| Developing an openly accessible multi-dimensional small area index of ‘Access to Healthy Assets and Hazards’ for Great Britain, 2016 | 2018 | Mark A. Green; Konstantinos Daras; Alec Davies; Ben Barr; Alex Singleton | Health & Place |
| A Modified DBSCAN Clustering Method to Estimate Retail Center Extent | 2018 | Michalis Pavlis; Les Dolega; Alex Singleton | Geographical Analysis |
| More bark than bytes? Reflections on 21+ years of geocomputation | 2017 | Richard Harris; David O’Sullivan; Mark Gahegan; Martin Charlton; Lex Comber; Paul Longley; Chris Brunsdon; Nick Malleson; Alison Heppenstall; Alex Singleton; Daniel Arribas-Bel; Andy Evans | Environment and Planning B: Urban Analytics and City Science |
| Experience of disadvantage: The influence of identity on engagement in working class students’ educational trajectories to an elite university | 2017 | Tamara Thiele; Daniel Pope; Alexander Singleton; Darlene Snape; Debbi Stanistreet | British Educational Research Journal |
| A Classification of Multidimensional Open Data for Urban Morphology | 2016 | Alexandros Alexiou; Alex Singleton; Paul A. Longley | Built Environment |
| Establishing a framework for Open Geographic Information science | 2016 | Alex David Singleton; Seth Spielman; Chris Brunsdon | International Journal of Geographical Information Science |
| Predicting students’ academic performance based on school and socio-demographic characteristics | 2016 | Tamara Thiele; Alexander Singleton; Daniel Pope; Debbi Stanistreet | Studies in Higher Education |
| Creating the 2011 area classification for output areas (2011 OAC) | 2016 | Christopher G Gale; Alexander D Singleton; Andrew G Bates; Paul A Longley | Journal of Spatial Information Science |
| The stability of geodemographic cluster assignments over an intercensal period | 2016 | Alexander Singleton; Michail Pavlis; Paul A. Longley | Journal of Geographical Systems |
| Role of students’ context in predicting academic performance at a medical school: a retrospective cohort study | 2016 | Tamara Thiele; Daniel Pope; A Singleton; D Stanistreet | BMJ Open |
| Measuring the spatial vulnerability of retail centres to online consumption through a framework of e-resilience | 2016 | A.D. Singleton; L. Dolega; D. Riddlesden; P.A. Longley | Geoforum |
| Estimating attractiveness, hierarchy and catchment area extents for a national set of retail centre agglomerations | 2016 | Les Dolega; Michalis Pavlis; Alex Singleton | Journal of Retailing and Consumer Services |
| Geographers Count: A Report on Quantitative Methods in Geography | 2015 | Richard Harris; Tate Nicholas; Catherine Souch; Alex Singleton; Scott Orford; Chris Keylock; Claire Jarvis; Chris Brunsdon | Enhancing Learning in the Social Sciences |
| Featured graphic. Transport mode choice and the commute to work | 2015 | Alexander D Singleton | Environment and Planning A: Economy and Space |
| Studying Neighborhoods Using Uncertain Data from the American Community Survey: A Contextual Approach | 2015 | Seth E. Spielman; Alex Singleton | Annals of the Association of American Geographers |
| The internal structure of Greater London: a comparison of national and regional geodemographic models | 2015 | Alex David Singleton; Paul Longley | Geo: Geography and Environment |
| Modelling the potential impact on CO2 emissions of an increased uptake of active travel for the home to school commute using individual level data | 2014 | Nick Bearman; Alex D. Singleton | Journal of Transport & Health |
| The Past, Present, and Future of Geodemographic Research in the United States and United Kingdom | 2014 | Alexander D. Singleton; Seth E. Spielman | The Professional Geographer |
| Escaping the pushpin paradigm in geographic information science: (re)presenting national crime data | 2014 | Alex Singleton; Chris Brunsdon | Area |
| Broadband speed equity: A new digital divide? | 2014 | Dean Riddlesden; Alex D. Singleton | Applied Geography |
| A GIS approach to modelling CO2emissions associated with the pupil-school commute | 2014 | Alex Singleton | International Journal of Geographical Information Science |
| OACoder: Postcode Coding Tool | 2013 | Journal of Open Research Software | |
| Researching the riots | 2013 | Richard Phillips; Diane Frost; Alex Singleton | The Geographical Journal |
| The geodemographics of access and participation in Geography | 2012 | ALEX D SINGLETON | The Geographical Journal |
| A SURVEY OF THE USE OF GEOGRAPHIC INFORMATION SYSTEMS IN ENGLISH LOCAL AUTHORITY IMPACT ASSESSMENTS | 2012 | D. RIDDLESDEN; A. D. SINGLETON; T. B. FISCHER | Journal of Environmental Assessment Policy and Management |
| Geodemographics and spatial interaction: an integrated model for higher education | 2012 | A. D. Singleton; A. G. Wilson; O. O’Brien | Journal of Geographical Systems |
| The Surname Regions of Great Britain | 2012 | James A. Cheshire; Paul A. Longley; Alex D. Singleton | Journal of Maps |
| Including Accident Information in Automatic Bicycle Route Planning for Urban Areas | 2012 | Alex D. Singleton; Daniel J. Lewis | Urban Studies Research |
| Developments in Quantitative Human Geography, Urban Modelling, and Geographic Information Science | 2011 | Pablo Mateos; Michael de Smith; Alexander A. Singleton | Transactions in GIS |
| Estimating secondary school catchment areas and the spatial equity of access | 2011 | Alex D. Singleton; Paul A. Longley; Rebecca Allen; Oliver O’Brien | Computers, Environment and Urban Systems |
| Predicting Participation in Higher Education: A Comparative Evaluation of the Performance of Geodemographic Classifications | 2011 | Chris Brunsdon; Paul Longley; Alex Singleton; David Ashby | Journal of the Royal Statistical Society Series A: Statistics in Society |
| The Geodemographics of Educational Progression and their Implications for Widening Participation in Higher Education | 2010 | Alex D Singleton | Environment and Planning A: Economy and Space |
| Towards Real-Time Geodemographics: Clustering Algorithm Performance for Large Multidimensional Spatial Databases | 2010 | Muhammad Adnan; Paul A Longley; Alex D Singleton; Chris Brunsdon | Transactions in GIS |
| Lost in Translation: Cross-Cultural Experiences in Teaching Geo-Genealogy | 2010 | Paul A. Longley; Alex D. Singleton; Keiji Yano; Tomoki Nakaya | Journal of Geography in Higher Education |
| Grid-enabling Geographically Weighted Regression: A Case Study of Participation in Higher Education in England | 2010 | Richard Harris; Alex Singleton; Daniel Grose; Chris Brunsdon; Paul Longley | Transactions in GIS |
| Uncertainty in the Analysis of Ethnicity Classifications: Issues of Extent and Aggregation of Ethnic Groups | 2009 | Pablo Mateos; Alex Singleton; Paul Longley | Journal of Ethnic and Migration Studies |
| Data mining course choice sets and behaviours for target marketing of higher education | 2009 | Alex D Singleton | Journal of Targeting, Measurement and Analysis for Marketing |
| Classification through consultation: public views of the geography of the e-Society | 2009 | Paul A. Longley; Alexander D. Singleton | International Journal of Geographical Information Science |
| Creating open source geodemographics: Refining a national classification of census output areas for applications in higher education | 2009 | Alexander D. Singleton; Paul A. Longley | Papers in Regional Science |
| Geodemographics, visualisation, and social networks in applied geography | 2009 | Alexander D. Singleton; Paul A. Longley | Applied Geography |
| Linking Social Deprivation and Digital Exclusion in England | 2009 | Paul A. Longley; Alexander D. Singleton | Urban Studies |
| Web Mapping 2.0: The Neogeography of the GeoWeb | 2008 | Muki Haklay; Alex Singleton; Chris Parker | Geography Compass |
| An Exploratory Cartographic Visualisation of London through the Google Maps API | 2008 | Maurizio Gibin; Alex Singleton; Richard Milton; Pablo Mateos; Paul Longley | Applied Spatial Analysis and Policy |