Browse by People

Calafiore, Alessia ORCID: 0000-0002-5953-2891, Dunning, Richard ORCID: 0000-0003-0397-679X, Nurse, Alex ORCID: 0000-0003-0325-4420 and Singleton, Alex (2022) The 20-minute city: An equity analysis of Liverpool City Region. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 102. p. 103111.

Philp, Susie, Dolega, Les ORCID: 0000-0002-1340-6507, Singleton, Alex and Green, Mark (2021) Archetypes of Footfall Context: Quantifying Temporal Variations in Retail Footfall in relation to Micro-Location Characteristics. APPLIED SPATIAL ANALYSIS AND POLICY, 15 (1). pp. 161-187.

Chen, Meixu ORCID: 0000-0003-2712-5551, Liu, Yunzhe, Arribas-Bel, Dani ORCID: 0000-0002-6274-1619 and Singleton, Alex (2022) Assessing the value of user-generated images of urban surroundings for house price estimation. Landscape and Urban Planning, 226. p. 104486.

Chen, Meixu, Liu, Yunzhe, Arribas-Bel, Dani and Singleton, Alex (2022) Assessing the value of user-generated images of urban surroundings for house price estimation. LANDSCAPE AND URBAN PLANNING, 226.

Green, Mark A ORCID: 0000-0002-0942-6628, Hobbs, Matthew, Ding, Ding, Widener, Michael, Murray, John, Reece, Lindsey and Singleton, Alex (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). 13212-.

Dolega, L ORCID: 0000-0002-1340-6507, Reynolds, Jonathan, Singleton, Alex and Pavlis, Michalis (2019) Beyond retail: New ways of classifying UK shopping and consumption spaces. Environment and Planning B: Urban Analytics and City Science. pp. 1-19.

Comber, Sam, Arribas-Bel, Daniel ORCID: 0000-0002-6274-1619, Singleton, Alex, Dong, Guanpeng and Dolega, Les ORCID: 0000-0002-1340-6507 (2020) Building Hierarchies of Retail Centers Using Bayesian Multilevel Models. ANNALS OF THE AMERICAN ASSOCIATION OF GEOGRAPHERS, 110 (4). pp. 1150-1173.

Arribas-Bel, Daniel ORCID: 0000-0002-6274-1619, Comber, Sam, Dong, Guanpeng, Singleton, Alex and Dolega, Les ORCID: 0000-0002-1340-6507 (2020) Building Hierarchies of Retail Centers Using Bayesian Multilevel Models. Annals of the Association of American Geographers, 110 (4). pp. 1150-1173.

Collapse authors list.
Green, Mark, Hungerford, Daniel ORCID: 0000-0002-9770-0163, Hughes, David ORCID: 0000-0002-1287-9994, Garcia-Fiñana, Marta, Turtle, Lance, Cheyne, Christopher, Ashton, Matthew, Leeming, Gary, Semple, Malcolm ORCID: 0000-0001-9700-0418, Singleton, Alex et al (show 1 more authors) and Buchan, Iain ORCID: 0000-0003-3392-1650 (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 2.7M people. [Preprint]

Collapse authors list.
Green, Mark A ORCID: 0000-0002-0942-6628, Hungerford, Daniel J ORCID: 0000-0002-9770-0163, Hughes, David M ORCID: 0000-0002-1287-9994, Garcia-Finana, Marta ORCID: 0000-0003-4939-0575, Turtle, Lance, Cheyne, Christopher, Ashton, Matthew, Leeming, Gary, Semple, Malcolm G ORCID: 0000-0001-9700-0418, Singleton, Alex et al (show 1 more authors) and Buchan, Iain ORCID: 0000-0003-3392-1650 (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). 889-.

Samardzhiev, Krasen (2023) Characterising urban processes using new forms of data and analysis. PhD thesis, University of Liverpool.

Singleton, Alex Cities and Context: The Codification of Small Areas through Geodemographic Classification. In: Code and the City. Routledge. (In Press)

Alexiou, Alexandros ORCID: 0000-0003-3533-3238, Singleton, Alex and Longley, Paul A (2016) A Classification of Multidimensional Open Data for Urban Morphology. Built Environment, 42 (3). pp. 382-395.

Liu, Yunzhe ORCID: 0000-0002-7189-3323, Singleton, Alex and Arribas-Bel, Daniel ORCID: 0000-0002-6274-1619 (2020) Considering context and dynamics: A classification of transit-orientated development for New York City. JOURNAL OF TRANSPORT GEOGRAPHY, 85. p. 102711.

Calafiore, Alessia ORCID: 0000-0002-5953-2891, Macdonald, Jacob L and Singleton, Alex (2022) Decomposing the Temporal Signature of Nitrogen Dioxide Declines during the COVID-19 Pandemic in UK Urban Areas. Applied spatial analysis and policy, 15 (4). pp. 1-25.

Green, Mark ORCID: 0000-0002-0942-6628, Daras, Konstantinos ORCID: 0000-0002-4573-4628, Davies, Alec ORCID: 0000-0002-4538-1375, Barr, Ben ORCID: 0000-0002-4208-9475 and Singleton, Alex (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. pp. 11-19.

Liu, Yunzhe ORCID: 0000-0002-7189-3323 (2021) The Dynamic and Multidimensional Context of Urban Mobility. PhD thesis, University of Liverpool.

Singleton, Alex ORCID: 0000-0002-2338-2334 and Brunsdon, Chris (2014) Escaping the pushpin paradigm in geographic information science: (re)presenting national crime data. Area, 46 (3). pp. 294-304.

Dolega, Les ORCID: 0000-0002-1340-6507, Pavlis, Michalis and Singleton, Alex (2016) Estimating attractiveness, hierarchy and catchment area extents for a national set of retail centre agglomerations. JOURNAL OF RETAILING AND CONSUMER SERVICES, 28 (C). pp. 78-90.

Singleton, Alex, Arribas-Bel, Dani ORCID: 0000-0002-6274-1619, Murray, John and Fleischmann, Martin ORCID: 0000-0003-3319-3366 (2022) Estimating generalized measures of local neighbourhood context from multispectral satellite images using a convolutional neural network. Computers, Environment and Urban Systems, 95. p. 101802.

Lord, Alex ORCID: 0000-0001-8591-3439, Batey, Peter, Buck, Malachy, Darlington-Pollock, Fran, Dembski, Sebastian ORCID: 0000-0002-4292-6712, Dunning, Richard ORCID: 0000-0003-0397-679X, Moore, Tom ORCID: 0000-0001-5943-3378, Singleton, Alex and Sturzaker, John ORCID: 0000-0002-3922-2677 (2019) An Evidence Base to support Cobalt Housing's Growth Strategy. [Report]

Yao, Li, Singleton, Alex ORCID: 0000-0002-2338-2334, Sun, Pingjun ORCID: 0000-0003-2924-786X and Dong, Guanpeng (2021) The Evolution Characteristics and Influence Mechanism of Chinese Venture Capital Spatial Agglomeration. International journal of environmental research and public health, 18 (6). 2974-.

Lan, Tian, O'Brien, Oliver, Cheshire, James, Singleton, Alex ORCID: 0000-0002-2338-2334 and Longley, Paul (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).

Singleton, Alex and Arribas-Bel, Daniel ORCID: 0000-0002-6274-1619 (2019) Geographic Data Science. Geographical Analysis: an international journal of theoretical geography, Specia. pp. 1-15.

Lloyd, Christopher D, Catney, Gemma and Singleton, Alex (2016) Guest Editorial: Modelling Urban Behaviour. APPLIED SPATIAL ANALYSIS AND POLICY, 9 (2). pp. 141-143.

Gibbs, Hamish, Ballantyne, Patrick, Cheshire, James, Singleton, Alex and Green, Mark A ORCID: 0000-0002-0942-6628 (2023) Harnessing mobility data to capture changing work from home behaviours between censuses. The Geographical Journal.

Liu, Yunzhe ORCID: 0000-0002-7189-3323, Singleton, Alex, Arribas-bel, Daniel ORCID: 0000-0002-6274-1619 and Chen, Meixu ORCID: 0000-0003-2712-5551 (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. p. 101592.

Collapse authors list.
Green, Mark ORCID: 0000-0002-0942-6628, Musi, Elena ORCID: 0000-0003-2431-455X, Rowe, Francisco ORCID: 0000-0003-4137-0246, Charles, Darren, Pollock, Frances Darlington, Kypridemos, Chris ORCID: 0000-0002-0746-9229, Morse, Andrew ORCID: 0000-0002-0413-2065, Rossini, Patricia ORCID: 0000-0002-4463-6444, Tulloch, John ORCID: 0000-0003-2150-0090, Davies, Andrew ORCID: 0000-0002-3164-9609 et al (show 5 more authors) , Dearden, Emily, Maheswaran, Henrdramoorthy, Singleton, Alex, Vivancos, Roberto and Sheard, Sally ORCID: 0000-0001-8116-9120 (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). p. 205395172110138.

Ballantyne, Patrick, Singleton, Alex, Dolega, Les ORCID: 0000-0002-1340-6507 and Macdonald, Jacob (2022) Integrating the Who, What, and Where of U.S. Retail Center Geographies. Annals of the American Association of Geographers, 113 (2). pp. 1-23.

MacDonald, Jacob, Green, Mark ORCID: 0000-0002-0942-6628, Gibin, Maurizio, Leech, Simon, Singleton, Alex and Longley, Paul (2023) Local Data Spaces: Leveraging Trusted Research Environments for Secure Location-Based Policy Research in the Age of COVID-19. Data & Policy.

Macdonald, Jacob L, Green, Mark A ORCID: 0000-0002-0942-6628, Gibin, Maurizio, Leech, Simon, Singleton, Alex and Longely, Paul (2023) Local Data Spaces: Leveraging trusted research environments for secure location-based policy research in the age of coronavirus disease-2019. DATA & POLICY, 5.

Berragan, Cillian ORCID: 0000-0003-2198-2245, Singleton, Alex ORCID: 0000-0002-2338-2334, Calafiore, Alessia and Morley, Jeremy (2024) Mapping cognitive place associations within the United Kingdom through online discussion on Reddit. Transactions of the Institute of British Geographers.

Singleton, Alex, Alexiou, Alexandros ORCID: 0000-0003-3533-3238 and Savani, Rahul ORCID: 0000-0003-1262-7831 (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. p. 101486.

Bearman, N and Singleton, Alex (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. (In Press)

Chen, Meixu ORCID: 0000-0003-2712-5551 (2021) A New Picture of the City: Volunteered Geographic Image Information and the Cities. PhD thesis, University of Liverpool.

Arribas-Bel, Dani ORCID: 0000-0002-6274-1619, Green, Mark ORCID: 0000-0002-0942-6628, Rowe, Francisco ORCID: 0000-0003-4137-0246 and Singleton, Alex (2021) Open data products-A framework for creating valuable analysis ready data. JOURNAL OF GEOGRAPHICAL SYSTEMS, 23 (4). pp. 497-514.

Boyle, Mark, Jarvis, Susan ORCID: 0000-0001-9000-9479, Singleton, Alex and Jones, Aileen (2020) A Position Statement: Building a Data Ecosystem in Liverpool City Region to Unlock the Value of Big (Local) Data. [Report]

Chen, Meixu ORCID: 0000-0003-2712-5551, Arribas-Bel, Dani ORCID: 0000-0002-6274-1619 and Singleton, Alex (2020) Quantifying the Characteristics of the Local Urban Environment through Geotagged Flickr Photographs and Image Recognition. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 9 (4). p. 264.

Ballantyne, Patrick (2022) Retail Centre Geographies: Who, What, Where and How. PhD thesis, University of Liverpool.

Comber, Sam (2021) Retail Research in the Age of Big Data: Guiding the Search for Answers. PhD thesis, University of Liverpool.

Philp, Susannah (2023) Sensing Dynamic Retail Environments. PhD thesis, University of Liverpool.

Spielman, Seth E and Singleton, Alex (2015) Studying Neighborhoods Using Uncertain Data from the American Community Survey: A Contextual Approach. Annals of the Association of American Geographers, 105 (5). pp. 1003-1025.

Berragan, Cillian ORCID: 0000-0003-2198-2245, Singleton, Alex, Calafiore, Alessia and Morley, Jeremy (2023) Transformer based named entity recognition for place name extraction from unstructured text. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 37 (4). pp. 747-766.

Chen, Meixu ORCID: 0000-0003-2712-5551, Arribas-Bel, Dani ORCID: 0000-0002-6274-1619 and Singleton, Alex (2019) Understanding the dynamics of urban areas of interest through volunteered geographic information. JOURNAL OF GEOGRAPHICAL SYSTEMS, 21 (1). pp. 89-109.

Comber, Sam, Arribas-Bel, Daniel ORCID: 0000-0002-6274-1619, Singleton, Alex and Dolega, Les ORCID: 0000-0002-1340-6507 (2020) Using convolutional autoencoders to extract visual features of leisure and retail environments. LANDSCAPE AND URBAN PLANNING, 202. p. 103887.

Ballantyne, Patrick ORCID: 0000-0001-8980-2912, Singleton, Alex ORCID: 0000-0002-2338-2334 and Dolega, Les ORCID: 0000-0002-1340-6507 (2022) Using unstable data from mobile phone applications to examine recent trajectories of retail centre recovery. Urban informatics, 1 (1). 21-.

Palmer, Gregory, Green, Mark ORCID: 0000-0002-0942-6628, Boyland, Emma ORCID: 0000-0001-8384-4994, Vasconcelos, Yales Stefano Rios, Savani, Rahul ORCID: 0000-0003-1262-7831 and Singleton, Alex (2021) A deep learning approach to identify unhealthy advertisements in street view images. SCIENTIFIC REPORTS, 11 (1). 4884-.

Davies, Alec ORCID: 0000-0002-4538-1375 (2019) The era of repurposed data: Exploring health via Data Science and new forms of data. PhD thesis, University of Liverpool.

Ballantyne, Patrick, Singleton, Alex, Dolega, Les ORCID: 0000-0002-1340-6507 and Credit, Kevin (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). pp. 1112-1128.

Calafiore, Alessia ORCID: 0000-0002-5953-2891, Palmer, Gregory, Comber, Sam, Arribas-Bel, Daniel ORCID: 0000-0002-6274-1619 and Singleton, Alex (2021) A geographic data science framework for the functional and contextual analysis of human dynamics within global cities. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 85. p. 101539.

Macdonald, Jacob L, Dolega, Les ORCID: 0000-0002-1340-6507 and Singleton, Alex (2022) An open source delineation and hierarchical classification of UK retail agglomerations. SCIENTIFIC DATA, 9 (1). 541-.

Ballantyne, Patrick, Singleton, Alex and Dolega, Les ORCID: 0000-0002-1340-6507 (2021) A regional exploration of retail visits during the COVID-19 pandemic. REGIONAL STUDIES REGIONAL SCIENCE, 8 (1). pp. 366-370.