Publications
Selected publications
- Consumer Data Research (Book - 2018)
- Urban Analytics (Book - 2017)
- Geocomputation: A Practical Primer (Book - 2015)
- Establishing a framework for Open Geographic Information science (Journal article - 2016)
- Measuring the spatial vulnerability of retail centres to online consumption through a framework of e-resilience (Journal article - 2016)
2024
Segmentation using large language models: A new typology of American neighborhoods
Singleton, A. D., & Spielman, S. (n.d.). Segmentation using large language models: A new typology of American neighborhoods. EPJ Data Science, 13(1). doi:10.1140/epjds/s13688-024-00466-1
Mapping cognitive place associations within the United Kingdom through online discussion on Reddit
Berragan, C., Singleton, A., Calafiore, A., & Morley, J. (n.d.). Mapping cognitive place associations within the United Kingdom through online discussion on Reddit. Transactions of the Institute of British Geographers. doi:10.1111/tran.12669
Nonlinear relationships between human development and international student mobility: The prominent role of employment prospects and cultural and linguistic ties
Neville, R., Rowe, F., & Singleton, A. (2024). Nonlinear relationships between human development and international student mobility: The prominent role of employment prospects and cultural and linguistic ties. Population, Space and Place, 30(5). doi:10.1002/psp.2764
Harnessing mobility data to capture changing work from home behaviours between censuses
Gibbs, H., Ballantyne, P., Cheshire, J., Singleton, A., & Green, M. A. (n.d.). Harnessing mobility data to capture changing work from home behaviours between censuses. The Geographical Journal. doi:10.1111/geoj.12555
Mapping Great Britain's semantic footprints through a large language model analysis of Reddit comments
Berragan, C., Singleton, A., Calafiore, A., & Morley, J. (2024). Mapping Great Britain's semantic footprints through a large language model analysis of Reddit comments. Computers, Environment and Urban Systems, 110, 102121. doi:10.1016/j.compenvurbsys.2024.102121
Eurovision’s economic impact in Liverpool: Insights for future large-scale events
Flynn, M., Ballantyne, P., Anderson, R., & Singleton, A. (2024). Eurovision’s economic impact in Liverpool: Insights for future large-scale events: Eurovision’s economic impact in Liverpool: Insights for future large-scale events (Series 3 Briefing 15). Liverpool: Heseltine Institute for Public Policy, Practice and Place. doi:10.17638/03172466
Classifying and mapping residential structure through the London Output Area Classification
Singleton, A. D., & Longley, P. A. (2024). Classifying and mapping residential structure through the London Output Area Classification. Environment and Planning B: Urban Analytics and City Science. doi:10.1177/23998083241242913
Unravelling the Brexit-COVID-19 Nexus: Assessing the Decline of EU Student Applications into UK Universities
2023
A neighbourhood Output Area Classification from the 2021 and 2022 UK censuses
Wyszomierski, J., Longley, P. A., Singleton, A. D., Gale, C., & O'Brien, O. (2023). A neighbourhood Output Area Classification from the 2021 and 2022 UK censuses. The Geographical Journal. doi:10.1111/geoj.12550
Local Data Spaces: Leveraging Trusted Research Environments for Secure Location-Based Policy Research in the Age of COVID-19
MacDonald, J., Green, M., Gibin, M., Leech, S., Singleton, A., & Longley, P. (2023). Local Data Spaces: Leveraging Trusted Research Environments for Secure Location-Based Policy Research in the Age of COVID-19. Data & Policy.
Local Data Spaces: Leveraging trusted research environments for secure location-based policy research in the age of coronavirus disease-2019
Macdonald, J. L., Green, M. A., Gibin, M., Leech, S., Singleton, A., & Longely, P. (2023). Local Data Spaces: Leveraging trusted research environments for secure location-based policy research in the age of coronavirus disease-2019. DATA & POLICY, 5. doi:10.1017/dap.2023.14
Transformer based named entity recognition for place name extraction from unstructured text
Berragan, C., Singleton, A., Calafiore, A., & Morley, J. (2023). Transformer based named entity recognition for place name extraction from unstructured text. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 37(4), 747-766. doi:10.1080/13658816.2022.2133125
Integrating the Who, What, and Where of U.S. Retail Center Geographies
Ballantyne, P., Singleton, A., Dolega, L., & Macdonald, J. (n.d.). Integrating the Who, What, and Where of U.S. Retail Center Geographies. Annals of the American Association of Geographers, 1-23. doi:10.1080/24694452.2022.2098087
Evaluating the Similarity of Location-based Corpora Identified in Reddit Comments
Berragan, C., Singleton, A., Calafiore, A., & Morley, J. (2023). Evaluating the Similarity of Location-based Corpora Identified in Reddit Comments. In CEUR Workshop Proceedings Vol. 3385 (pp. 1-6).
2022
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
Green, M. A., Hungerford, D. J., Hughes, D. M., Garcia-Finana, M., Turtle, L., Cheyne, C., . . . Buchan, I. (2022). 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. BMC INFECTIOUS DISEASES, 22(1). doi:10.1186/s12879-022-07878-2
Assessing the value of user-generated images of urban surroundings for house price estimation
Chen, M., Liu, Y., Arribas-Bel, D., & Singleton, A. (2022). Assessing the value of user-generated images of urban surroundings for house price estimation. Landscape and Urban Planning, 226, 104486. doi:10.1016/j.landurbplan.2022.104486
An open source delineation and hierarchical classification of UK retail agglomerations
Macdonald, J. L., Dolega, L., & Singleton, A. (2022). An open source delineation and hierarchical classification of UK retail agglomerations. SCIENTIFIC DATA, 9(1). doi:10.1038/s41597-022-01556-3
A Generalized Model of Activity Space
Spielman, S. E., & Singleton, A. D. (2022). A Generalized Model of Activity Space. ANNALS OF THE AMERICAN ASSOCIATION OF GEOGRAPHERS, 112(8), 2212-2229. doi:10.1080/24694452.2022.2077165
Estimating generalized measures of local neighbourhood context from multispectral satellite images using a convolutional neural network
Singleton, A., Arribas-Bel, D., Murray, J., & Fleischmann, M. (2022). Estimating generalized measures of local neighbourhood context from multispectral satellite images using a convolutional neural network. Computers, Environment and Urban Systems, 95, 101802. doi:10.1016/j.compenvurbsys.2022.101802
From Data to Narratives: Scrutinising the Spatial Dimensions of Social and Cultural Phenomena Through Lenses of Interactive Web Mapping
Lan, T., O'Brien, O., Cheshire, J., Singleton, A., & Longley, P. (2022). From Data to Narratives: Scrutinising the Spatial Dimensions of Social and Cultural Phenomena Through Lenses of Interactive Web Mapping. JOURNAL OF GEOVISUALIZATION AND SPATIAL ANALYSIS, 6(2). doi:10.1007/s41651-022-00117-x
Decomposing the Temporal Signature of Nitrogen Dioxide Declines during the COVID-19 Pandemic in UK Urban Areas.
Calafiore, A., Macdonald, J. L., & Singleton, A. (2022). Decomposing the Temporal Signature of Nitrogen Dioxide Declines during the COVID-19 Pandemic in UK Urban Areas.. Applied spatial analysis and policy, 1-25. doi:10.1007/s12061-022-09438-2
A framework for delineating the scale, extent and characteristics of American retail centre agglomerations
Ballantyne, P., Singleton, A., Dolega, L., & Credit, K. (2022). A framework for delineating the scale, extent and characteristics of American retail centre agglomerations. ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, 49(3), 1112-1128. doi:10.1177/23998083211040519
The 20-minute city: An equity analysis of Liverpool City Region
Calafiore, A., Dunning, R., Nurse, A., & Singleton, A. (2022). The 20-minute city: An equity analysis of Liverpool City Region. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 102. doi:10.1016/j.trd.2021.103111
Using unstable data from mobile phone applications to examine recent trajectories of retail centre recovery.
Ballantyne, P., Singleton, A., & Dolega, L. (2022). Using unstable data from mobile phone applications to examine recent trajectories of retail centre recovery.. Urban informatics, 1(1), 21. doi:10.1007/s44212-022-00022-0
2021
The Association between Fast Food Outlets and Overweight in Adolescents Is Confounded by Neighbourhood Deprivation: A Longitudinal Analysis of the Millennium Cohort Study
Green, M. A., Hobbs, M., Ding, D., Widener, M., Murray, J., Reece, L., & Singleton, A. (2021). The Association between Fast Food Outlets and Overweight in Adolescents Is Confounded by Neighbourhood Deprivation: A Longitudinal Analysis of the Millennium Cohort Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 18(24). doi:10.3390/ijerph182413212
Open data products-A framework for creating valuable analysis ready data
Arribas-Bel, D., Green, M., Rowe, F., & Singleton, A. (2021). Open data products-A framework for creating valuable analysis ready data. JOURNAL OF GEOGRAPHICAL SYSTEMS, 23(4), 497-514. doi:10.1007/s10109-021-00363-5
Archetypes of Footfall Context: Quantifying Temporal Variations in Retail Footfall in relation to Micro-Location Characteristics
Philp, S., Dolega, L., Singleton, A., & Green, M. (2021). Archetypes of Footfall Context: Quantifying Temporal Variations in Retail Footfall in relation to Micro-Location Characteristics. APPLIED SPATIAL ANALYSIS AND POLICY. doi:10.1007/s12061-021-09396-1
The Evolution Characteristics and Influence Mechanism of Chinese Venture Capital Spatial Agglomeration.
Yao, L., Singleton, A., Sun, P., & Dong, G. (2021). The Evolution Characteristics and Influence Mechanism of Chinese Venture Capital Spatial Agglomeration.. International journal of environmental research and public health, 18(6), 2974. doi:10.3390/ijerph18062974
A deep learning approach to identify unhealthy advertisements in street view images
Palmer, G., Green, M., Boyland, E., Vasconcelos, Y. S. R., Savani, R., & Singleton, A. (2021). A deep learning approach to identify unhealthy advertisements in street view images. SCIENTIFIC REPORTS, 11(1). doi:10.1038/s41598-021-84572-4
Identifying and understanding road-constrained areas of interest (AOIs) through spatiotemporal taxi GPS data: A case study in New York City
Liu, Y., Singleton, A., Arribas-bel, D., & Chen, M. (2021). Identifying and understanding road-constrained areas of interest (AOIs) through spatiotemporal taxi GPS data: A case study in New York City. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 86. doi:10.1016/j.compenvurbsys.2020.101592
A geographic data science framework for the functional and contextual analysis of human dynamics within global cities
Calafiore, A., Palmer, G., Comber, S., Arribas-Bel, D., & Singleton, A. (2021). A geographic data science framework for the functional and contextual analysis of human dynamics within global cities. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 85. doi:10.1016/j.compenvurbsys.2020.101539
A regional exploration of retail visits during the COVID-19 pandemic
Ballantyne, P., Singleton, A., & Dolega, L. (2021). A regional exploration of retail visits during the COVID-19 pandemic. REGIONAL STUDIES REGIONAL SCIENCE, 8(1), 366-370. doi:10.1080/21681376.2021.1973548
Identifying how COVID-19-related misinformation reacts to the announcement of the UK national lockdown: An interrupted time-series study
Green, M., Musi, E., Rowe, F., Charles, D., Pollock, F. D., Kypridemos, C., . . . Sheard, S. (2021). Identifying how COVID-19-related misinformation reacts to the announcement of the UK national lockdown: An interrupted time-series study. BIG DATA & SOCIETY, 8(1). doi:10.1177/20539517211013869
Urban Governance
Singleton, A. D., & Spielman, S. E. (2021). Urban Governance. In The Urban Book Series (pp. 229-241). Springer Singapore. doi:10.1007/978-981-15-8983-6_15
2020
Using convolutional autoencoders to extract visual features of leisure and retail environments
Comber, S., Arribas-Bel, D., Singleton, A., & Dolega, L. (2020). Using convolutional autoencoders to extract visual features of leisure and retail environments. LANDSCAPE AND URBAN PLANNING, 202. doi:10.1016/j.landurbplan.2020.103887
Building Hierarchies of Retail Centers Using Bayesian Multilevel Models
Arribas-Bel, D., Comber, S., Dong, G., Singleton, A., & Dolega, L. (n.d.). Building Hierarchies of Retail Centers Using Bayesian Multilevel Models. Annals of the Association of American Geographers. doi:10.1080/24694452.2019.1667219
Building Hierarchies of Retail Centers Using Bayesian Multilevel Models
Comber, S., Arribas-Bel, D., Singleton, A., Dong, G., & Dolega, L. (2020). Building Hierarchies of Retail Centers Using Bayesian Multilevel Models. ANNALS OF THE AMERICAN ASSOCIATION OF GEOGRAPHERS, 110(4), 1150-1173. doi:10.1080/24694452.2019.1667219
Mapping the geodemographics of digital inequality in Great Britain: An integration of machine learning into small area estimation
Singleton, A., Alexiou, A., & Savani, R. (2020). Mapping the geodemographics of digital inequality in Great Britain: An integration of machine learning into small area estimation. Computers, Environment and Urban Systems, 82, 101486. doi:10.1016/j.compenvurbsys.2020.101486
Considering context and dynamics: A classification of transit-orientated development for New York City
Liu, Y., Singleton, A., & Arribas-Bel, D. (2020). Considering context and dynamics: A classification of transit-orientated development for New York City. JOURNAL OF TRANSPORT GEOGRAPHY, 85. doi:10.1016/j.jtrangeo.2020.102711
Quantifying the Characteristics of the Local Urban Environment through Geotagged Flickr Photographs and Image Recognition
Chen, M., Arribas-Bel, D., & Singleton, A. (2020). Quantifying the Characteristics of the Local Urban Environment through Geotagged Flickr Photographs and Image Recognition. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 9(4). doi:10.3390/ijgi9040264
Using loyalty card records and machine learning to understand how self-medication purchasing behaviours vary seasonally in England, 2012–2014
Davies, A., Green, M. A., Riddlesden, D., & Singleton, A. D. (2020). Using loyalty card records and machine learning to understand how self-medication purchasing behaviours vary seasonally in England, 2012–2014. Applied Marketing Analytics, 5(4), 354-370.
A Position Statement: Building a Data Ecosystem in Liverpool City Region to Unlock the Value of Big (Local) Data
Boyle, M., Jarvis, S., Singleton, A., & Jones, A. (n.d.). A Position Statement: Building a Data Ecosystem in Liverpool City Region to Unlock the Value of Big (Local) Data.
2019
Data Infrastructure Requirements for New Geodemographic Classifications: the Example of London’s Workplace Zones
Singleton, A. D. (2019). Data Infrastructure Requirements for New Geodemographic Classifications: the Example of London’s Workplace Zones. Applied Geography. doi:10.1016/j.apgeog.2019.102038
Data infrastructure requirements for new geodemographic classifications: The example of London's workplace zones
Singleton, A. D., & Longley, P. A. (2019). Data infrastructure requirements for new geodemographic classifications: The example of London's workplace zones. Applied Geography, 109. doi:10.1016/j.apgeog.2019.102038
Open data on health-related neighbourhood features in Great Britain
Daras, K., Green, M., Davies, A., Barr, B., & Singleton, A. (2019). Open data on health-related neighbourhood features in Great Britain. Scientific Data, 6, 10 pages. doi:10.1038/s41597-019-0114-6
A principal component analysis (PCA)-based framework for automated variable selection in geodemographic classification
Liu, Y., Singleton, A., & Arribas-Bel, D. (2019). A principal component analysis (PCA)-based framework for automated variable selection in geodemographic classification. Geo-Spatial Information Science. doi:10.1080/10095020.2019.1621549
Beyond retail: New ways of classifying UK shopping and consumption spaces
Dolega, L., Reynolds, J., Singleton, A., & Pavlis, M. (2019). Beyond retail: New ways of classifying UK shopping and consumption spaces. Environment and Planning B: Urban Analytics and City Science, 0(0), 1-19. doi:10.1177/2399808319840666
Geographic Data Science
Singleton, A., & Arribas-Bel, D. (2019). Geographic Data Science. Geographical Analysis: an international journal of theoretical geography, Special Issue(0), 1-15. doi:10.1111/gean.12194
Understanding the dynamics of urban areas of interest through volunteered geographic information
Chen, M., Arribas-Bel, D., & Singleton, A. (2019). Understanding the dynamics of urban areas of interest through volunteered geographic information. JOURNAL OF GEOGRAPHICAL SYSTEMS, 21(1), 89-109. doi:10.1007/s10109-018-0284-3
Geodemographics
Singleton, A. (2020). Geodemographics. In International Encyclopedia of Human Geography (pp. 1-6). Elsevier. doi:10.1016/b978-0-08-102295-5.10544-x
2018
Exploring the use of mixed methods in research and evaluation of widening participation interventions: guidance for practitioners
Thiele, T., Pope, D., Singleton, A., & Stanistreet, D. (2018). Exploring the use of mixed methods in research and evaluation of widening participation interventions: guidance for practitioners. Widening Participation and Lifelong Learning, 20(4), 7-38. doi:10.5456/wpll.20a.7
Developing an openly accessible multi-dimensional small area index of ‘Access to Healthy Assets and Hazards’ for Great Britain, 2016
Green, M., Daras, K., Davies, A., Barr, B., & Singleton, A. (2018). Developing an openly accessible multi-dimensional small area index of ‘Access to Healthy Assets and Hazards’ for Great Britain, 2016. Health and Place, 54, 11-19. doi:10.1016/j.healthplace.2018.08.019
Using machine learning to investigate self- medication purchasing in England via high street retailer loyalty card data
Davies, A., Green, M. A., & Singleton, A. D. (2018). Using machine learning to investigate self- medication purchasing in England via high street retailer loyalty card data. PLOS ONE, 13(11). doi:10.1371/journal.pone.0207523
Consumer Data Research
Longley, P., Cheshire, J., & Singleton, A. (2018). Consumer Data Research. UCL Press. doi:10.2307/j.ctvqhsn6
A Modified DBSCAN Clustering Method to Estimate Retail Center Extent
Pavlis, M., Dolega, L., & Singleton, A. (2018). A Modified DBSCAN Clustering Method to Estimate Retail Center Extent. Geographical Analysis: an international journal of theoretical geography, 50(2), 141-161. doi:10.1111/gean.12138
2017
Urban Analytics
Singleton, A. D., Spielman, S., & Folch, D. (2018). Urban Analytics. SAGE Publications Ltd. doi:10.4135/9781529793703
More bark than bytes? Reflections on 21+ years of geocomputation
Arribas-Bel., Richard Harris., David O'Sullivan., Mark Gahegan., Martin Charlton., Lex Comber., . . . Andy Evans. (2017). More bark than bytes? Reflections on 21+ years of geocomputation. Environment and Planning B: Planning and Design. doi:10.1177/2399808317710132
Access to Healthy Assets and Hazards (AHAH)
Daras, K., Green, M., Davies, A., Singleton, A., & Barr, B. (n.d.). Access to Healthy Assets and Hazards (AHAH) (DOI: 10.13140/RG.2.2.11939.66083).
Experience of disadvantage: The influence of identity on engagement in working class students' educational trajectories to an elite university
Thiele, T., Pope, D., Singleton, A., Snape, D., & Stanistreet, D. (2017). Experience of disadvantage: The influence of identity on engagement in working class students' educational trajectories to an elite university. BRITISH EDUCATIONAL RESEARCH JOURNAL, 43(1), 49-67. doi:10.1002/berj.3251
2016
The Rise of Big Spatial Data
Ivan, I., Singleton, A., Horák, J., & Inspektor, T. (2016). The Rise of Big Spatial Data. Springer.
A Classification of Multidimensional Open Data for Urban Morphology
Alexiou, A., Singleton, A., & Longley, P. A. (2016). A Classification of Multidimensional Open Data for Urban Morphology. Built Environment, 42(3), 382-395. doi:10.2148/benv.42.3.382
Establishing a framework for Open Geographic Information science
Singleton, A. D., Spielman, S., & Brunsdon, C. (2016). Establishing a framework for Open Geographic Information science. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 30(8), 1507-1521. doi:10.1080/13658816.2015.1137579
Predicting students' academic performance based on school and socio-demographic characteristics
Thiele, T., Singleton, A., Pope, D., & Stanistreet, D. (2016). Predicting students' academic performance based on school and socio-demographic characteristics. STUDIES IN HIGHER EDUCATION, 41(8), 1424-1446. doi:10.1080/03075079.2014.974528
Creating the 2011 area classification for output areas (2011 OAC)
Gale, C. G., Singleton, A. D., Bates, A. G., & Longley, P. A. (2016). Creating the 2011 area classification for output areas (2011 OAC). Journal of Spatial Information Science, (12). doi:10.5311/JOSIS.2016.12.232
The stability of geodemographic cluster assignments over an intercensal period
Singleton, A., Pavlis, M., & Longley, P. A. (2016). The stability of geodemographic cluster assignments over an intercensal period. Journal of Geographical Systems: geographical information, analysis, theory and decision, 18, 97-123. doi:10.1007/s10109-016-0226-x
Role of students' context in predicting academic performance at a medical school: a retrospective cohort study
Thiele, T., Pope, D., Singleton, A., & Stanistreet, D. (2016). Role of students' context in predicting academic performance at a medical school: a retrospective cohort study. BMJ OPEN, 6(3). doi:10.1136/bmjopen-2015-010169
Measuring the spatial vulnerability of retail centres to online consumption through a framework of e-resilience
Singleton, A. D., Dolega, L., Riddlesden, D., & Longley, P. A. (2016). Measuring the spatial vulnerability of retail centres to online consumption through a framework of e-resilience. Geoforum, 69, 5-18. doi:10.1016/j.geoforum.2015.11.013
Educational Opportunity
Singleton, A. D. (n.d.). Educational Opportunity. Routledge. doi:10.4324/9781315578873
Estimating attractiveness, hierarchy and catchment area extents for a national set of retail centre agglomerations
Dolega, L., Pavlis, M., & Singleton, A. (2016). Estimating attractiveness, hierarchy and catchment area extents for a national set of retail centre agglomerations. JOURNAL OF RETAILING AND CONSUMER SERVICES, 28, 78-90. doi:10.1016/j.jretconser.2015.08.013
2015
Studying Neighborhoods Using Uncertain Data from the American Community Survey: A Contextual Approach
Spielman, S. E., & Singleton, A. (2015). Studying Neighborhoods Using Uncertain Data from the American Community Survey: A Contextual Approach. Annals of the Association of American Geographers, 105(5), 1003-1025. doi:10.1080/00045608.2015.1052335
Featured graphic. Transport mode choice and the commute to work
Singleton, A. D. (2015). Featured graphic. Transport mode choice and the commute to work. ENVIRONMENT AND PLANNING A-ECONOMY AND SPACE, 47(7), 1401-1403. doi:10.1177/0308518X15595752
Geocomputation: A Practical Primer
Brunsdon, C., & Singleton, A. (2015). Geocomputation: A Practical Primer. SAGE Publications, Inc.. doi:10.4135/9781473916432
Putting big data in its place: a<i>Regional Studies and Regional Science</i>perspective
Rae, A., & Singleton, A. (2015). Putting big data in its place: a<i>Regional Studies and Regional Science</i>perspective. Regional Studies, Regional Science, 2(1), 1-5. doi:10.1080/21681376.2014.990678
The internal structure of Greater London: a comparison of national and regional geodemographic models
Singleton, A. D., & Longley, P. (2015). The internal structure of Greater London: a comparison of national and regional geodemographic models. GEO-GEOGRAPHY AND ENVIRONMENT, 2(1), 69-87. doi:10.1002/geo2.7
2014
The e-resilience of UK town centres
Dolega, L., & Singleton, A. (2014). The e-resilience of UK town centres. University of Southampton: Riben.org.
The Past, Present, and Future of Geodemographic Research in the United States and United Kingdom
Singleton, A. D., & Spielman, S. E. (2014). The Past, Present, and Future of Geodemographic Research in the United States and United Kingdom. PROFESSIONAL GEOGRAPHER, 66(4), 558-567. doi:10.1080/00330124.2013.848764
Broadband speed equity: A new digital divide?
Riddlesden, D., & Singleton, A. D. (2014). Broadband speed equity: A new digital divide?. Applied Geography, 52, 25-33. doi:10.1016/j.apgeog.2014.04.008
Geographers Count: A Report on Quantitative Methods in Geography
Harris, R., Nicholas, T., Souch, C., Singleton, A., Orford, S., Keylock, C., . . . Brunsdon, C. (2014). Geographers Count: A Report on Quantitative Methods in Geography. Enhancing Learning in the Social Sciences, 6(2), 43-58. doi:10.11120/elss.2014.00035
Parallel Computing in Geography
Parallel Computing in Geography (2014). In GeoComputation (pp. 70-89). CRC Press. doi:10.1201/b17091-10
A GIS approach to modelling CO2 emissions associated with the pupil-school commute
Singleton, A. (2014). A GIS approach to modelling CO2 emissions associated with the pupil-school commute. International Journal of Geographical Information Science, 28(2), 256-273. doi:10.1080/13658816.2013.832765
Escaping the pushpin paradigm in geographic information science: (re)presenting national crime data
Singleton, A., & Brunsdon, C. (2014). Escaping the pushpin paradigm in geographic information science: (re)presenting national crime data. Area, 46(3), 294-304. doi:10.1111/area.12116
Modelling the potential impact on CO2 emissions of an increased uptake of active travel during the home to school commute
Bearman, N., & Singleton, A. (2014). Modelling the potential impact on CO2 emissions of an increased uptake of active travel during the home to school commute. Journal of Transport & Health.
Open access and <i>Regional Studies, Regional Science</i>
Rae, A., & Singleton, A. (2014). Open access and <i>Regional Studies, Regional Science</i>. Regional Studies, Regional Science, 1(1), 1-4. doi:10.1080/21681376.2013.869423
Parallel Processing Architectures of GPU: Applications in Geocomputational Geodemographics
Adnan, M., Singleton, A., Longley, P., & Turton, I. (2014). Parallel Processing Architectures of GPU: Applications in Geocomputational Geodemographics. In R. J. Abrahart, & L. M. See (Eds.), Geocomputation (pp. 475). London: Taylor & Francis.
2013
OACoder: Postcode Coding Tool
OACoder: Postcode Coding Tool (2013). Journal of Open Research Software, 1(1), e5. doi:10.5334/511ba2c94d661
Researching the riots
Phillips, R., Frost, D., & Singleton, A. (2013). Researching the riots. Geographical Journal, 179(1), 3-10. doi:10.1111/j.1475-4959.2012.00463.x
Researching the riots
Phillips, R., Frost, D., & Singleton, A. (2013). Researching the riots. The Geographical Journal, 179(1), 3-10. doi:10.1111/j.1475-4959.2012.00463.x
2012
The geodemographics of access and participation in Geography
SINGLETON, A. D. (2012). The geodemographics of access and participation in Geography. The Geographical Journal, 178(3), 216-229. doi:10.1111/j.1475-4959.2012.00467.x
A SURVEY OF THE USE OF GEOGRAPHIC INFORMATION SYSTEMS IN ENGLISH LOCAL AUTHORITY IMPACT ASSESSMENTS
RIDDLESDEN, D., SINGLETON, A. D., & FISCHER, T. B. (2012). A SURVEY OF THE USE OF GEOGRAPHIC INFORMATION SYSTEMS IN ENGLISH LOCAL AUTHORITY IMPACT ASSESSMENTS. Journal of Environmental Assessment Policy and Management, 14(01), 1250006. doi:10.1142/s1464333212500068
A survey of the use of geographic information systems in english local authority impact assessments
Riddlesden, D., Singleton, A. D., & Fischer, T. B. (2012). A survey of the use of geographic information systems in english local authority impact assessments. Journal of Environmental Assessment Policy and Management, 14(1). doi:10.1142/S1464333212500068
Geodemographics and spatial interaction: an integrated model for higher education
Singleton, A. D., Wilson, A. G., & O’Brien, O. (2012). Geodemographics and spatial interaction: an integrated model for higher education. Journal of Geographical Systems, 14(2), 223-241. doi:10.1007/s10109-010-0141-5
2011
Estimating secondary school catchment areas and the spatial equity of access
Singleton, A. D., Longley, P. A., Allen, R., & O’Brien, O. (2011). Estimating secondary school catchment areas and the spatial equity of access. Computers, Environment and Urban Systems, 35(3), 241-249. doi:10.1016/j.compenvurbsys.2010.09.006
Developments in Quantitative Human Geography, Urban Modelling, and Geographic Information Science
Mateos, P., de Smith, M., & Singleton, A. A. (2011). Developments in Quantitative Human Geography, Urban Modelling, and Geographic Information Science. Transactions in GIS, 15(3), 249-252. doi:10.1111/j.1467-9671.2011.01258.x
Including Accident Information in Automatic Bicycle Route Planning for Urban Areas
Singleton, A. D., & Lewis, D. J. (2011). Including Accident Information in Automatic Bicycle Route Planning for Urban Areas. Urban Studies Research, 2011(1). doi:10.1155/2011/362817
Predicting Participation in Higher Education: A Comparative Evaluation of the Performance of Geodemographic Classifications
Brunsdon, C., Longley, P., Singleton, A., & Ashby, D. (2011). Predicting Participation in Higher Education: A Comparative Evaluation of the Performance of Geodemographic Classifications. Journal of the Royal Statistical Society Series A: Statistics in Society, 174(1), 17-30. doi:10.1111/j.1467-985x.2010.00641.x
2010
The Geodemographics of Educational Progression and their Implications for Widening Participation in Higher Education
Singleton, A. D. (2010). The Geodemographics of Educational Progression and their Implications for Widening Participation in Higher Education. Environment and Planning A: Economy and Space, 42(11), 2560-2580. doi:10.1068/a42394
Educational opportunity: The geography of access to higher education
Singleton, A. D. (2010). Educational opportunity: The geography of access to higher education.
The Surname Regions of Great Britain
Cheshire, J. A., Longley, P. A., & Singleton, A. D. (2010). The Surname Regions of Great Britain. Journal of Maps, 6(1), 401-409. doi:10.4113/jom.2010.1103
Lost in Translation: Cross-Cultural Experiences in Teaching Geo-Genealogy
Longley, P. A., Singleton, A. D., Yano, K., & Nakaya, T. (2010). Lost in Translation: Cross-Cultural Experiences in Teaching Geo-Genealogy. Journal of Geography in Higher Education, 34(1), 21-38. doi:10.1080/03098260902982476
Educational Opportunity: The Geography of Access to Higher Education
Singleton, A. D. (2010). Educational Opportunity: The Geography of Access to Higher Education. Farnham: Ashgate.
Grid-enabling Geographically Weighted Regression: A Case Study of Participation in Higher Education in England
Harris, R., Singleton, A., Grose, D., Brunsdon, C., & Longley, P. (2010). Grid-enabling Geographically Weighted Regression: A Case Study of Participation in Higher Education in England. Transactions in GIS, 14(1), 43-61. doi:10.1111/j.1467-9671.2009.01181.x
Towards Real-Time Geodemographics: Clustering Algorithm Performance for Large Multidimensional Spatial Databases
Adnan, M., Longley, P. A., Singleton, A. D., & Brunsdon, C. (n.d.). Towards Real-Time Geodemographics: Clustering Algorithm Performance for Large Multidimensional Spatial Databases. Transactions in GIS, 14(3), 283-297. doi:10.1111/j.1467-9671.2010.01197.x
2009
Uncertainty in the Analysis of Ethnicity Classifications: Issues of Extent and Aggregation of Ethnic Groups
Mateos, P., Singleton, A., & Longley, P. (2009). Uncertainty in the Analysis of Ethnicity Classifications: Issues of Extent and Aggregation of Ethnic Groups. Journal of Ethnic and Migration Studies, 35(9), 1437-1460. doi:10.1080/13691830903125919
Creating open source geodemographics: Refining a national classification of census output areas for applications in higher education
Singleton, A. D., & Longley, P. A. (2009). Creating open source geodemographics: Refining a national classification of census output areas for applications in higher education. Papers in Regional Science, 88(3), 643-667. doi:10.1111/j.1435-5957.2008.00197.x
Geodemographics, visualisation, and social networks in applied geography
Singleton, A. D., & Longley, P. A. (2009). Geodemographics, visualisation, and social networks in applied geography. Applied Geography, 29(3), 289-298. doi:10.1016/j.apgeog.2008.10.006
Classification through consultation: public views of the geography of the e-Society
Longley, P. A., & Singleton, A. D. (2009). Classification through consultation: public views of the geography of the e-Society. International Journal of Geographical Information Science, 23(6), 737-763. doi:10.1080/13658810701704652
Linking Social Deprivation and Digital Exclusion in England
Longley, P. A., & Singleton, A. D. (2009). Linking Social Deprivation and Digital Exclusion in England. Urban Studies, 46(7), 1275-1298. doi:10.1177/0042098009104566
Data mining course choice sets and behaviours for target marketing of higher education
Singleton, A. D. (2009). Data mining course choice sets and behaviours for target marketing of higher education. Journal of Targeting, Measurement and Analysis for Marketing, 17(3), 157-170. doi:10.1057/jt.2009.13
2008
An Exploratory Cartographic Visualisation of London through the Google Maps API
Gibin, M., Singleton, A., Milton, R., Mateos, P., & Longley, P. (2008). An Exploratory Cartographic Visualisation of London through the Google Maps API. Applied Spatial Analysis and Policy, 1(2), 85-97. doi:10.1007/s12061-008-9005-5