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@article{ward_spatial-temporal_2024,
title = {Spatial-Temporal Dynamics of Gas Consumption in England and Wales: Assessing the Residential Sector Using Sequence Analysis},
volume = {17},
issn = {1874-463X, 1874-4621},
url = {https://link.springer.com/10.1007/s12061-024-09584-9},
doi = {10.1007/s12061-024-09584-9},
shorttitle = {Spatial-Temporal Dynamics of Gas Consumption in England and Wales},
abstract = {Abstract
The {UK} residential sector is energy inefficient and has an overwhelming reliance on natural gas as a heating source. For the {UK} to meet its 2050 net zero obligations, the sector will need to go through a process of decarbonisation. Previous studies acknowledge the spatial disparities of household energy consumption, but have neglected how consumption varies over time. This paper advances such shortcomings via a sequence and clustering analysis to identify common gas consumption trajectories within neighbourhoods in England and Wales between 2010 and 2020. Four clusters are identified: “Very High to High Consumption”; “High to Medium Consumption”; “Medium to Low Consumption” and “Low to Very Low Consumption”. The clusters were contextualised using spatial datasets representing the socio-economic and built environment. Across all clusters, the proportion of energy inefficient dwellings were high, but there was a trend of high consumption associated with lower proportions of energy efficient dwellings. The results provide useful insight to policy makers and practitioners about where best to target electrification and retrofitting measures to facilitate a cleaner and more equitable residential sector. Policy targeting of areas with continual high gas consumption will accelerate the decarbonisation process, whilst targeting areas who continually under consume will likely enhance household health and well-being.},
pages = {1273--1300},
number = {3},
journaltitle = {Applied Spatial Analysis and Policy},
shortjournal = {Appl. Spatial Analysis},
author = {Ward, Cameron and Robinson, Caitlin and Singleton, Alexander and Rowe, Francisco},
urldate = {2024-11-09},
date = {2024},
langid = {english},
file = {Full Text:C\:\\Users\\alexa\\Zotero\\storage\\IAG97A3J\\Ward et al. - 2024 - Spatial-Temporal Dynamics of Gas Consumption in En.pdf:application/pdf},
}
@article{ballantyne_using_2024,
title = {Using composite indicators and city dashboards to promote place-based policy interventions},
volume = {154},
issn = {02642751},
url = {https://linkinghub.elsevier.com/retrieve/pii/S0264275124005432},
doi = {10.1016/j.cities.2024.105329},
pages = {105329},
journaltitle = {Cities},
shortjournal = {Cities},
author = {Ballantyne, Patrick and Singleton, Alex},
urldate = {2024-10-15},
date = {2024},
langid = {english},
}
@article{ballantyne_developing_2024,
title = {Developing two-dimensional indicators of transport demand and supply to promote sustainable transportation equity},
volume = {113},
issn = {01989715},
url = {https://linkinghub.elsevier.com/retrieve/pii/S019897152400108X},
doi = {10.1016/j.compenvurbsys.2024.102179},
pages = {102179},
journaltitle = {Computers, Environment and Urban Systems},
shortjournal = {Computers, Environment and Urban Systems},
author = {Ballantyne, Patrick and Filomena, Gabriele and Rowe, Francisco and Singleton, Alex},
urldate = {2024-10-15},
date = {2024},
langid = {english},
}
@article{neville_nonlinear_2024,
title = {Nonlinear relationships between human development and international student mobility: The prominent role of employment prospects and cultural and linguistic ties},
volume = {30},
issn = {1544-8444, 1544-8452},
url = {https://onlinelibrary.wiley.com/doi/10.1002/psp.2764},
doi = {10.1002/psp.2764},
shorttitle = {Nonlinear relationships between human development and international student mobility},
pages = {e2764},
number = {5},
journaltitle = {Population, Space and Place},
shortjournal = {Population Space and Place},
author = {Neville, Ruth and Rowe, Francisco and Singleton, Alexander},
urldate = {2024-10-15},
date = {2024},
langid = {english},
file = {Full Text:C\:\\Users\\alexa\\Zotero\\storage\\2E6ZQY37\\Neville et al. - 2024 - Nonlinear relationships between human development .pdf:application/pdf},
}
@article{longley_research_2024,
title = {‘Research ready’ geographically enabled smart data},
volume = {30},
issn = {1947-5683, 1947-5691},
url = {https://www.tandfonline.com/doi/full/10.1080/19475683.2024.2353035},
doi = {10.1080/19475683.2024.2353035},
pages = {267--273},
number = {3},
journaltitle = {Annals of {GIS}},
shortjournal = {Annals of {GIS}},
author = {Longley, Paul A. and Cheshire, James and Singleton, Alex},
urldate = {2024-10-15},
date = {2024},
langid = {english},
file = {Full Text:C\:\\Users\\alexa\\Zotero\\storage\\EKGEY6A6\\Longley et al. - 2024 - ‘Research ready’ geographically enabled smart data.pdf:application/pdf},
}
@article{berragan_mapping_2024,
title = {Mapping cognitive place associations within the United Kingdom through online discussion on Reddit},
volume = {49},
issn = {0020-2754, 1475-5661},
url = {https://rgs-ibg.onlinelibrary.wiley.com/doi/10.1111/tran.12669},
doi = {10.1111/tran.12669},
pages = {e12669},
number = {3},
journaltitle = {Transactions of the Institute of British Geographers},
shortjournal = {Trans Inst British Geog},
author = {Berragan, Cillian and Singleton, Alex and Calafiore, Alessia and Morley, Jeremy},
urldate = {2024-10-15},
date = {2024},
langid = {english},
file = {Full Text:C\:\\Users\\alexa\\Zotero\\storage\\JLS4CNV9\\Berragan et al. - 2024 - Mapping cognitive place associations within the Un.pdf:application/pdf},
}
@article{singleton_segmentation_2024,
title = {Segmentation using large language models: A new typology of American neighborhoods},
volume = {13},
issn = {2193-1127},
url = {https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-024-00466-1},
doi = {10.1140/epjds/s13688-024-00466-1},
shorttitle = {Segmentation using large language models},
pages = {34},
number = {1},
journaltitle = {{EPJ} Data Science},
shortjournal = {{EPJ} Data Sci.},
author = {Singleton, Alex D. and Spielman, Seth},
urldate = {2024-10-15},
date = {2024},
langid = {english},
file = {Full Text:C\:\\Users\\alexa\\Zotero\\storage\\A4USFE9D\\Singleton and Spielman - 2024 - Segmentation using large language models A new ty.pdf:application/pdf},
}
@article{berragan_mapping_2024-1,
title = {Mapping Great Britain's semantic footprints through a large language model analysis of Reddit comments},
volume = {110},
issn = {01989715},
url = {https://linkinghub.elsevier.com/retrieve/pii/S0198971524000504},
doi = {10.1016/j.compenvurbsys.2024.102121},
pages = {102121},
journaltitle = {Computers, Environment and Urban Systems},
shortjournal = {Computers, Environment and Urban Systems},
author = {Berragan, Cillian and Singleton, Alex and Calafiore, Alessia and Morley, Jeremy},
urldate = {2024-10-15},
date = {2024},
langid = {english},
}
@article{singleton_classifying_2024,
title = {Classifying and mapping residential structure through the London Output Area Classification},
volume = {51},
issn = {2399-8083, 2399-8091},
doi = {10.1177/23998083241242913},
pages = {1153--1164},
number = {5},
journaltitle = {Environment and Planning B: Urban Analytics and City Science},
shortjournal = {Environment and Planning B: Urban Analytics and City Science},
author = {Singleton, Alex D and Longley, Paul A},
urldate = {2024-10-15},
date = {2024},
langid = {english},
file = {Full Text:C\:\\Users\\alexa\\Zotero\\storage\\667ER7SK\\Singleton and Longley - 2024 - Classifying and mapping residential structure thro.pdf:application/pdf},
}
@article{macdonald_local_2023,
title = {Local Data Spaces: Leveraging trusted research environments for secure location-based policy research in the age of coronavirus disease-2019},
volume = {5},
issn = {2632-3249},
url = {https://www.cambridge.org/core/product/identifier/S2632324923000147/type/journal_article},
doi = {10.1017/dap.2023.14},
shorttitle = {Local Data Spaces},
pages = {e22},
journaltitle = {Data \& Policy},
shortjournal = {Data \& Policy},
author = {Macdonald, Jacob L. and Green, Mark A. and Gibin, Maurizio and Leech, Simon and Singleton, Alex and Longley, Paul},
urldate = {2024-10-15},
date = {2023},
langid = {english},
file = {Full Text:C\:\\Users\\alexa\\Zotero\\storage\\3AZ4NJEK\\Macdonald et al. - 2023 - Local Data Spaces Leveraging trusted research env.pdf:application/pdf},
}
@article{wyszomierski_neighbourhood_2023,
title = {A neighbourhood Output Area Classification from the 2021 and 2022 {UK} censuses},
volume = {190},
issn = {0016-7398, 1475-4959},
doi = {10.1111/geoj.12550},
pages = {e12550},
number = {2},
journaltitle = {The Geographical Journal},
shortjournal = {Geographical Journal},
author = {Wyszomierski, Jakub and Longley, Paul A. and Singleton, Alex D. and Gale, Christopher and O'Brien, Oliver},
urldate = {2024-10-15},
date = {2023},
langid = {english},
file = {Full Text:C\:\\Users\\alexa\\Zotero\\storage\\I56M485V\\Wyszomierski et al. - 2024 - A neighbourhood Output Area Classification from th.pdf:application/pdf},
}
@article{gibbs_harnessing_2023,
title = {Harnessing mobility data to capture changing work from home behaviours between censuses},
volume = {190},
issn = {0016-7398, 1475-4959},
url = {https://rgs-ibg.onlinelibrary.wiley.com/doi/10.1111/geoj.12555},
doi = {10.1111/geoj.12555},
pages = {e12555},
number = {2},
journaltitle = {The Geographical Journal},
shortjournal = {Geographical Journal},
author = {Gibbs, Hamish and Ballantyne, Patrick and Cheshire, James and Singleton, Alex and Green, Mark A.},
urldate = {2024-10-15},
date = {2023},
langid = {english},
file = {Full Text:C\:\\Users\\alexa\\Zotero\\storage\\5UX7P7FD\\Gibbs et al. - 2024 - Harnessing mobility data to capture changing work .pdf:application/pdf},
}
@article{green_changing_2022,
title = {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},
volume = {22},
issn = {1471-2334},
url = {https://doi.org/10.1186/s12879-022-07878-2},
doi = {10.1186/s12879-022-07878-2},
pages = {889},
number = {1},
journaltitle = {{BMC} Infectious Diseases},
shortjournal = {{BMC} Infect Dis},
author = {Green, Mark A. and Hungerford, Daniel J. and Hughes, David M. and Garcia-Fiñana, Marta and Turtle, Lance and Cheyne, Christopher and Ashton, Matthew and Leeming, Gary and Semple, Malcolm G. and Singleton, Alex and Buchan, Iain},
date = {2022},
langid = {english},
file = {Full Text:C\:\\Users\\alexa\\Zotero\\storage\\XFLV6CMF\\Green et al. - 2022 - Changing patterns of SARS-CoV-2 infection through .pdf:application/pdf},
}
@article{ballantyne_framework_2022,
title = {A framework for delineating the scale, extent and characteristics of American retail centre agglomerations},
volume = {49},
url = {https://doi.org/10.1177/23998083211040519},
pages = {1112--1128},
number = {3},
journaltitle = {Environment and Planning B: Urban Analytics and City Science},
author = {Ballantyne, Patrick and Singleton, Alex and Dolega, Les and Credit, Kevin},
date = {2022},
file = {SAGE PDF Full Text:C\:\\Users\\alexa\\Zotero\\storage\\ST6FTVDV\\Ballantyne et al. - 2022 - A framework for delineating the scale, extent and .pdf:application/pdf},
}
@article{berragan_transformer_2022,
title = {Transformer based named entity recognition for place name extraction from unstructured text},
volume = {0},
url = {https://doi.org/10.1080/13658816.2022.2133125},
pages = {1--20},
number = {0},
journaltitle = {International Journal of Geographical Information Science},
author = {Berragan, Cillian and Singleton, Alex and Calafiore, Alessia and Morley, Jeremy},
date = {2022},
keywords = {Named entity recognition, natural language processing, place name extraction, volunteered geographic information},
file = {Full Text PDF:C\:\\Users\\alexa\\Zotero\\storage\\ZEGB73BU\\Berragan et al. - 2022 - Transformer based named entity recognition for pla.pdf:application/pdf},
}
@article{ballantyne_integrating_2022,
title = {Integrating the Who, What, and Where of U.S. Retail Center Geographies},
volume = {0},
issn = {2469-4452},
url = {https://doi.org/10.1080/24694452.2022.2098087},
doi = {10.1080/24694452.2022.2098087},
pages = {1--23},
number = {0},
journaltitle = {Annals of the American Association of Geographers},
author = {Ballantyne, Patrick and Singleton, Alex and Dolega, Les and Macdonald, Jacob},
urldate = {2022-12-05},
date = {2022},
note = {Publisher: Taylor \& Francis
\_eprint: https://doi.org/10.1080/24694452.2022.2098087},
keywords = {centro de comercio minorista, Huff model, Huff模型, modelo Huff, retail center, {SafeGraph}, tipología, typology, 类型。, 零售中心},
file = {Full Text PDF:C\:\\Users\\alexa\\Zotero\\storage\\2ANJMI2L\\Ballantyne et al. - 2022 - Integrating the Who, What, and Where of U.S. Retai.pdf:application/pdf},
}
@article{chen_assessing_2022,
title = {Assessing the value of user-generated images of urban surroundings for house price estimation},
volume = {226},
url = {https://doi.org/10.1016/j.landurbplan.2022.104486},
pages = {104486},
journaltitle = {Landscape and Urban Planning},
shortjournal = {Landscape and Urban Planning},
author = {Chen, Meixu and Liu, Yunzhe and Arribas-Bel, Dani and Singleton, Alex},
date = {2022},
keywords = {Machine learning, Urban planning, Geographic data science, House price estimation, Perception, User-generated images},
file = {ScienceDirect Full Text PDF:C\:\\Users\\alexa\\Zotero\\storage\\3DEY5PKI\\Chen et al. - 2022 - Assessing the value of user-generated images of ur.pdf:application/pdf;ScienceDirect Snapshot:C\:\\Users\\alexa\\Zotero\\storage\\TCS494RP\\S0169204622001359.html:text/html},
}
@article{calafiore_decomposing_2022,
title = {Decomposing the Temporal Signature of Nitrogen Dioxide Declines during the {COVID}-19 Pandemic in {UK} Urban Areas},
issn = {1874-4621},
url = {https://doi.org/10.1007/s12061-022-09438-2},
doi = {10.1007/s12061-022-09438-2},
journaltitle = {Applied Spatial Analysis and Policy},
shortjournal = {Appl. Spatial Analysis},
author = {Calafiore, Alessia and Macdonald, Jacob L. and Singleton, Alex},
date = {2022},
langid = {english},
keywords = {{COVID}-19, Air Pollution, Human Mobility},
file = {Full Text PDF:C\:\\Users\\alexa\\Zotero\\storage\\Z3RFKHWD\\Calafiore et al. - 2022 - Decomposing the Temporal Signature of Nitrogen Dio.pdf:application/pdf},
}
@article{singleton_estimating_2022,
title = {Estimating generalized measures of local neighbourhood context from multispectral satellite images using a convolutional neural network},
volume = {95},
url = {https://doi.org/10.1016/j.compenvurbsys.2022.101802},
doi = {10.1016/j.compenvurbsys.2022.101802},
pages = {101802},
journaltitle = {Computers, Environment and Urban Systems},
shortjournal = {Computers, Environment and Urban Systems},
author = {Singleton, Alex and Arribas-Bel, Dani and Murray, John and Fleischmann, Martin},
date = {2022},
langid = {english},
keywords = {Cluster analysis, Convolutional neural networks, Deep learning, Multispectral satellite imagery, Urban morphology},
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}
@article{spielman_generalized_2022,
title = {A Generalized Model of Activity Space},
url = {https://doi.org/10.1080/24694452.2022.2077165},
doi = {10.1080/24694452.2022.2077165},
pages = {1--18},
journaltitle = {Annals of the American Association of Geographers},
author = {Spielman, Seth E. and Singleton, Alex D.},
date = {2022},
}
@article{macdonald_open_2022,
title = {An open source delineation and hierarchical classification of {UK} retail agglomerations},
volume = {9},
url = {https://doi.org/10.1038/s41597-022-01556-3},
doi = {10.1038/s41597-022-01556-3},
number = {1},
journaltitle = {Scientific Data},
author = {Macdonald, Jacob L. and Dolega, Les and Singleton, Alex},
date = {2022},
}
@article{lan_data_2022,
title = {From Data to Narratives: Scrutinising the Spatial Dimensions of Social and Cultural Phenomena Through Lenses of Interactive Web Mapping},
volume = {6},
url = {https://doi.org/10.1007/s41651-022-00117-x},
doi = {10.1007/s41651-022-00117-x},
number = {2},
journaltitle = {Journal of Geovisualization and Spatial Analysis},
author = {Lan, Tian and O'Brien, Oliver and Cheshire, James and Singleton, Alex and Longley, Paul},
date = {2022},
}
@article{yao_evolution_2021,
title = {The Evolution Characteristics and Influence Mechanism of Chinese Venture Capital Spatial Agglomeration},
volume = {18},
url = {https://doi.org/10.3390/ijerph18062974},
doi = {10.3390/ijerph18062974},
pages = {2974},
number = {6},
journaltitle = {International Journal of Environmental Research and Public Health},
author = {Yao, Li and Singleton, Alex and Sun, Pingjun and Dong, Guanpeng},
date = {2021},
}
@article{palmer_deep_2021,
title = {A deep learning approach to identify unhealthy advertisements in street view images},
volume = {11},
url = {https://doi.org/10.1038/s41598-021-84572-4},
doi = {10.1038/s41598-021-84572-4},
number = {1},
journaltitle = {Scientific Reports},
author = {Palmer, Gregory and Green, Mark and Boyland, Emma and Vasconcelos, Yales Stefano Rios and Savani, Rahul and Singleton, Alex},
date = {2021},
note = {Publisher: Springer Science and Business Media {LLC}},
}
@article{green_identifying_2021,
title = {Identifying how {COVID}-19-related misinformation reacts to the announcement of the {UK} national lockdown: An interrupted time-series study},
volume = {8},
url = {https://doi.org/10.1177/20539517211013869},
doi = {10.1177/20539517211013869},
pages = {205395172110138},
number = {1},
journaltitle = {Big Data \& Society},
author = {Green, Mark and Musi, Elena and Rowe, Francisco and Charles, Darren and Pollock, Frances Darlington and Kypridemos, Chris and Morse, Andrew and Rossini, Patricia and Tulloch, John and Davies, Andrew and Dearden, Emily and Maheswaran, Henrdramoorthy and Singleton, Alex and Vivancos, Roberto and Sheard, Sally},
date = {2021},
}
@article{calafiore_geographic_2021,
title = {A geographic data science framework for the functional and contextual analysis of human dynamics within global cities},
volume = {85},
url = {https://doi.org/10.1016/j.compenvurbsys.2020.101539},
doi = {10.1016/j.compenvurbsys.2020.101539},
pages = {101539},
journaltitle = {Computers, Environment and Urban Systems},
author = {Calafiore, Alessia and Palmer, Gregory and Comber, Sam and Arribas-Bel, Daniel and Singleton, Alex},
date = {2021},
}
@article{ballantyne_regional_2021,
title = {A regional exploration of retail visits during the {COVID}-19 pandemic},
volume = {8},
url = {https://doi.org/10.1080/21681376.2021.1973548},
doi = {10.1080/21681376.2021.1973548},
pages = {366--370},
number = {1},
journaltitle = {Regional Studies, Regional Science},
author = {Ballantyne, Patrick and Singleton, Alex and Dolega, Les},
date = {2021},
}
@article{singleton_using_2020,
title = {Using loyalty card records and machine learning to understand how self-medication purchasing behaviours vary seasonally in England, 2012–2014},
url = {https://tinyurl.com/ssbfx69s},
journaltitle = {Applied Marketing Analytics},
author = {Singleton, Alex and Singleton, Alex},
date = {2020},
}
@article{singleton_mapping_2020,
title = {Mapping the geodemographics of digital inequality in Great Britain: An integration of machine learning into small area estimation},
volume = {82},
url = {https://doi.org/10.1016/j.compenvurbsys.2020.101486},
doi = {10.1016/j.compenvurbsys.2020.101486},
pages = {101486},
journaltitle = {Computers, Environment and Urban Systems},
author = {Singleton, Alex and Alexiou, Alexandros and Savani, Rahul},
date = {2020},
}
@article{liu_considering_2020,
title = {Considering context and dynamics: A classification of transit-orientated development for New York City},
volume = {85},
url = {https://doi.org/10.1016/j.jtrangeo.2020.102711},
doi = {10.1016/j.jtrangeo.2020.102711},
pages = {102711},
journaltitle = {Journal of Transport Geography},
author = {Liu, Yunzhe and Singleton, Alex and Arribas-Bel, Daniel},
date = {2020},
note = {Publisher: Elsevier {BV}},
}
@article{comber_using_2020,
title = {Using convolutional autoencoders to extract visual features of leisure and retail environments},
volume = {202},
url = {https://doi.org/10.1016/j.landurbplan.2020.103887},
doi = {10.1016/j.landurbplan.2020.103887},
pages = {103887},
journaltitle = {Landscape and Urban Planning},
author = {Comber, Sam and Arribas-Bel, Daniel and Singleton, Alex and Dolega, Les},
date = {2020},
}
@article{chen_quantifying_2020,
title = {Quantifying the Characteristics of the Local Urban Environment through Geotagged Flickr Photographs and Image Recognition},
volume = {9},
url = {https://doi.org/10.3390/ijgi9040264},
doi = {10.3390/ijgi9040264},
pages = {264},
number = {4},
journaltitle = {{ISPRS} International Journal of Geo-Information},
author = {Chen, Meixu and Arribas-Bel, Dani and Singleton, Alex},
date = {2020},
}
@article{singleton_geographic_2019,
title = {Geographic Data Science},
url = {https://doi.org/10.1111/gean.12194},
doi = {10.1111/gean.12194},
journaltitle = {Geographical Analysis},
author = {Singleton, Alex and Arribas-Bel, Daniel},
date = {2019},
}
@article{singleton_data_2019,
title = {Data infrastructure requirements for new geodemographic classifications: The example of London's workplace zones},
volume = {109},
url = {https://doi.org/10.1016/j.apgeog.2019.102038},
doi = {10.1016/j.apgeog.2019.102038},
journaltitle = {Applied Geography},
author = {Singleton, A.D. and Longley, P.A.},
date = {2019},
}
@article{liu_principal_2019,
title = {A Principal Component Analysis ({PCA})-based framework for automated variable selection in geodemographic classification},
volume = {22},
url = {https://doi.org/10.1080/10095020.2019.1621549},
doi = {10.1080/10095020.2019.1621549},
pages = {251--264},
number = {4},
journaltitle = {Geo-spatial Information Science},
author = {Liu, Yunzhe and Singleton, Alex and Arribas-Bel, Daniel},
date = {2019},
}
@article{dolega_beyond_2019,
title = {Beyond retail: New ways of classifying {UK} shopping and consumption spaces},
url = {https://doi.org/10.1177/2399808319840666},
doi = {10.1177/2399808319840666},
journaltitle = {Environment and Planning B: Urban Analytics and City Science},
author = {Dolega, L. and Reynolds, J. and Singleton, A. and Pavlis, M.},
date = {2019},
}
@article{daras_open_2019,
title = {Open data on health-related neighbourhood features in Great Britain},
volume = {6},
url = {https://doi.org/10.1038/s41597-019-0114-6},
doi = {10.1038/s41597-019-0114-6},
pages = {107},
number = {1},
journaltitle = {Scientific data},
author = {Daras, K. and Green, M.A. and Davies, A. and Barr, B. and Singleton, A.},
date = {2019},
}
@article{comber_building_2019,
title = {Building Hierarchies of Retail Centers Using Bayesian Multilevel Models},
volume = {110},
url = {https://doi.org/10.1080/24694452.2019.1667219},
doi = {10.1080/24694452.2019.1667219},
pages = {1150--1173},
number = {4},
journaltitle = {Annals of the American Association of Geographers},
author = {Comber, Sam and Arribas-Bel, Daniel and Singleton, Alex and Dong, Guanpeng and Dolega, Les},
date = {2019},
}
@article{chen_understanding_2019,
title = {Understanding the dynamics of urban areas of interest through volunteered geographic information},
volume = {21},
url = {https://doi.org/10.1007/s10109-018-0284-3},
doi = {10.1007/s10109-018-0284-3},
pages = {89--109},
number = {1},
journaltitle = {Journal of Geographical Systems},
author = {Chen, M. and Arribas-Bel, D. and Singleton, A.},
date = {2019},
}
@article{thiele_exploring_2018,
title = {Exploring the use of mixed methods in research and evaluation of widening participation interventions: guidance for practitioners},
volume = {20},
url = {https://doi.org/10.5456/wpll.20a.7},
doi = {10.5456/wpll.20a.7},
pages = {7--38},
number = {4},
journaltitle = {Widening Participation and Lifelong Learning},
author = {Thiele, Tamara and Pope, Daniel and Singleton, Alexander and Stanistreet, Debbi},
date = {2018},
}
@article{pavlis_modified_2018,
title = {A Modified {DBSCAN} Clustering Method to Estimate Retail Center Extent},
volume = {50},
url = {http://dx.doi.org/10.1111/gean.12138},
doi = {10.1111/gean.12138},
pages = {141--161},
number = {2},
journaltitle = {Geographical Analysis},
author = {Pavlis, M. and Dolega, L. and Singleton, A.},
date = {2018},
}
@article{green_developing_2018,
title = {Developing an openly accessible multi-dimensional small area index of ?Access to Healthy Assets and Hazards? for Great Britain, 2016},
volume = {54},
url = {https://doi.org/10.1016/j.healthplace.2018.08.019},
doi = {10.1016/j.healthplace.2018.08.019},
pages = {11--19},
journaltitle = {Health and Place},
author = {Green, M.A. and Daras, K. and Davies, A. and Barr, B. and Singleton, A.},
date = {2018},
}
@article{davies_using_2018,
title = {Using machine learning to investigate self-medication purchasing in England via high street retailer loyalty card data},
volume = {13},
url = {https://doi.org/10.1371/journal.pone.0207523},
doi = {10.1371/journal.pone.0207523},
number = {11},
journaltitle = {{PLoS} {ONE}},
author = {Davies, A. and Green, M.A. and Singleton, A.D.},
date = {2018},
}
@article{thiele_experience_2017,
title = {Experience of disadvantage: The influence of identity on engagement in working class students? educational trajectories to an elite university},
volume = {43},
url = {https://doi.org/10.1002/berj.3251},
doi = {10.1002/berj.3251},
pages = {49--67},
number = {1},
journaltitle = {British Educational Research Journal},
author = {Thiele, T. and Pope, D. and Singleton, A. and Snape, D. and Stanistreet, D.},
date = {2017},
}
@article{harris_more_2017,
title = {More bark than bytes? Reflections on 21+ years of geocomputation},
volume = {44},
url = {https://doi.org/10.1177/2399808317710132},
doi = {10.1177/2399808317710132},
pages = {598--617},
number = {4},
journaltitle = {Environment and Planning B: Urban Analytics and City Science},
author = {Harris, R. and O?Sullivan, D. and Gahegan, M. and Charlton, M. and Comber, L. and Longley, P. and Brunsdon, C. and Malleson, N. and Heppenstall, A. and Singleton, A. and Arribas-Bel, D. and Evans, A.},
date = {2017},
}
@article{thiele_role_2016,
title = {Role of students' context in predicting academic performance at a medical school: A retrospective cohort study},
volume = {6},
url = {https://dx.doi.org/10.1136/bmjopen-2015-010169},
doi = {10.1136/bmjopen-2015-010169},
number = {3},
journaltitle = {{BMJ} Open},
author = {Thiele, T. and Pope, D. and Singleton, A. and Stanistreet, D.},
date = {2016},
}
@article{singleton_establishing_2016,
title = {Establishing a framework for Open Geographic Information science},
volume = {30},
url = {https://doi.org/10.1080/13658816.2015.1137579},
doi = {10.1080/13658816.2015.1137579},
pages = {1507--1521},
number = {8},
journaltitle = {International Journal of Geographical Information Science},
author = {Singleton, A.D. and Spielman, S. and Brunsdon, C.},
date = {2016},
}
@article{singleton_measuring_2016,
title = {Measuring the spatial vulnerability of retail centres to online consumption through a framework of e-resilience},
volume = {69},
url = {https://doi.org/10.1016/j.geoforum.2015.11.013},
doi = {10.1016/j.geoforum.2015.11.013},
pages = {5--18},
journaltitle = {Geoforum},
author = {Singleton, A.D. and Dolega, L. and Riddlesden, D. and Longley, P.A.},
date = {2016},
}
@article{lloyd_guest_2016,
title = {Guest Editorial: Modelling Urban Behaviour},
volume = {9},
url = {https://doi.org/10.1007/s12061-016-9195-1},
doi = {10.1007/s12061-016-9195-1},
pages = {141--143},
number = {2},
journaltitle = {Applied Spatial Analysis and Policy},
author = {Lloyd, C.D. and Catney, G. and Singleton, A.},
date = {2016},
}
@article{gale_creating_2016,
title = {Creating the 2011 area classification for output areas (2011 {OAC})},
volume = {12},
url = {https://doi.org/10.5311/JOSIS.2016.12.232},
doi = {10.5311/JOSIS.2016.12.232},
pages = {1--27},
number = {2016},
journaltitle = {Journal of Spatial Information Science},
author = {Gale, C.G. and Singleton, A.D. and Bates, A.G. and Longley, P.A.},
date = {2016},
}
@article{dolega_estimating_2016,
title = {Estimating attractiveness, hierarchy and catchment area extents for a national set of retail centre agglomerations},
volume = {28},
url = {https://doi.org/10.1016/j.jretconser.2015.08.013},
doi = {10.1016/j.jretconser.2015.08.013},
pages = {78--90},
journaltitle = {Journal of Retailing and Consumer Services},
author = {Dolega, L. and Pavlis, M. and Singleton, A.},
date = {2016},
}
@article{alexiou_classification_2016,
title = {A classification of multidimensional open data for urban morphology},
volume = {42},
url = {https://doi.org/10.2148/benv.42.3.382},
doi = {10.2148/benv.42.3.382},
pages = {382--395},
number = {3},
journaltitle = {Built Environment},
author = {Alexiou, A. and Singleton, A. and Longley, P.A.},
date = {2016},
}
@article{spielman_studying_2015,
title = {Studying Neighborhoods Using Uncertain Data from the American Community Survey: A Contextual Approach},
volume = {105},
doi = {10.1080/00045608.2015.1052335},
pages = {1003--1025},
number = {5},
journaltitle = {Annals of the Association of American Geographers},
author = {Spielman, S.E. and Singleton, A.},
date = {2015},
}
@article{singleton_internal_2015,
title = {The internal structure of Greater London: a comparison of national and regional geodemographic models},
volume = {2},
url = {https://doi.org/10.1002/geo2.7},
doi = {10.1002/geo2.7},
pages = {69--87},
number = {1},
journaltitle = {Geo: Geography and Environment},
author = {Singleton, A.D. and Longley, P.},
date = {2015},
}
@article{singleton_featured_2015,
title = {Featured graphic. Transport mode choice and the commute to work},
volume = {47},
url = {https://doi.org/10.1177/0308518X15595752},
doi = {10.1177/0308518X15595752},
pages = {1401--1403},
number = {7},
journaltitle = {Environment and Planning A},
author = {Singleton, A.D.},
date = {2015},
}
@article{rae_putting_2015,
title = {Putting big data in its place: A regional studies and regional science perspective},
volume = {2},
url = {http://dx.doi.org/10.1080/21681376.2014.990678},
doi = {10.1080/21681376.2014.990678},
pages = {1--5},
number = {1},
journaltitle = {Regional Studies, Regional Science},
author = {Rae, A. and Singleton, A.},
date = {2015},
}
@article{thiele_predicting_2014,
title = {Predicting students' academic performance based on school and socio-demographic characteristics},
volume = {41},
url = {https://doi.org/10.1080/03075079.2014.974528},
doi = {10.1080/03075079.2014.974528},
pages = {1424--1446},
number = {8},
journaltitle = {Studies in Higher Education},
author = {Thiele, Tamara and Singleton, Alexander and Pope, Daniel and Stanistreet, Debbi},
date = {2014},
}
@article{singleton_escaping_2014,
title = {Escaping the pushpin paradigm in geographic information science: (re)presenting national crime data},
volume = {46},
url = {https://doi.org/10.1111/area.12116},
doi = {10.1111/area.12116},
pages = {294--304},
number = {3},
journaltitle = {Area},
author = {Singleton, Alex and Brunsdon, Chris},
date = {2014},
note = {Publisher: Wiley},
}
@article{singleton_past_2014,
title = {The Past, Present, and Future of Geodemographic Research in the United States and United Kingdom},
volume = {66},
url = {https://doi.org/10.1080/00330124.2013.848764},
doi = {10.1080/00330124.2013.848764},
pages = {558--567},
number = {4},
journaltitle = {Professional Geographer},
author = {Singleton, A.D. and Spielman, S.E.},
date = {2014},
}
@article{singleton_gis_2014,
title = {A {GIS} approach to modelling {CO}2 emissions associated with the pupil-school commute},
volume = {28},
url = {https://doi.org/10.1080/13658816.2013.832765},
doi = {10.1080/13658816.2013.832765},
pages = {256--273},
number = {2},
journaltitle = {International Journal of Geographical Information Science},
author = {Singleton, A.},
date = {2014},
}
@article{riddlesden_broadband_2014,
title = {Broadband speed equity: A new digital divide?},
volume = {52},
url = {https://doi.org/10.1016/j.apgeog.2014.04.008},
doi = {10.1016/j.apgeog.2014.04.008},
pages = {25--33},
journaltitle = {Applied Geography},
author = {Riddlesden, D. and Singleton, A.D.},
date = {2014},
}
@article{rae_open_2014,
title = {Open access and regional studies, regional science},
volume = {1},
url = {https://doi.org/10.1080/21681376.2013.869423},
doi = {10.1080/21681376.2013.869423},
pages = {1--4},
number = {1},
journaltitle = {Regional Studies, Regional Science},
author = {Rae, A. and Singleton, A.},
date = {2014},
}
@article{harris_geographers_2014,
title = {Geographers Count: A Report on Quantitative Methods in Geography},
volume = {6},
url = {https://doi.org/10.11120/elss.2014.00035},
doi = {10.11120/elss.2014.00035},
pages = {43--58},
number = {2},
journaltitle = {Enhancing Learning in the Social Sciences},
author = {Harris, Richard and Nicholas, Tate and Souch, Catherine and Singleton, Alex and Orford, Scott and Keylock, Chris and Jarvis, Claire and Brunsdon, Chris},
date = {2014},
}
@article{bearman_modelling_2014,
title = {Modelling the potential impact on {CO}2 emissions of an increased uptake of active travel for the home to school commute using individual level data},
volume = {1},
url = {https://doi.org/10.1016/j.jth.2014.09.009},
doi = {10.1016/j.jth.2014.09.009},
pages = {295--304},
number = {4},
journaltitle = {Journal of Transport and Health},
author = {Bearman, N. and Singleton, A.D.},
date = {2014},
}
@article{adnan_oacoder_2013,
title = {{OACoder}: Postcode Coding Tool},
volume = {1},
url = {https://doi.org/10.5334%2F511ba2c94d661},
doi = {10.5334/511ba2c94d661},
pages = {e5},
number = {1},
journaltitle = {Journal of Open Research Software},
author = {Adnan, M. and Longley, P.A. and Singleton, A.D.},
date = {2013},
}
@article{phillips_researching_2013,
title = {Researching the riots},
volume = {179},
url = {https://doi.org/10.1111/j.1475-4959.2012.00463.x},
doi = {10.1111/j.1475-4959.2012.00463.x},
pages = {3--10},
number = {1},
journaltitle = {Geographical Journal},
author = {Phillips, R. and Frost, D. and Singleton, A.},
date = {2013},
}
@article{singleton_geodemographics_2012,
title = {Geodemographics and spatial interaction: An integrated model for higher education},
volume = {14},
url = {https://doi.org/10.1007/s10109-010-0141-5},
doi = {10.1007/s10109-010-0141-5},
pages = {223--241},
number = {2},
journaltitle = {Journal of Geographical Systems},
author = {Singleton, A.D. and Wilson, A.G. and O'Brien, O.},
date = {2012},
}
@article{singleton_geodemographics_2012-1,
title = {The geodemographics of access and participation in Geography},
volume = {178},
url = {https://doi.org/10.1111/j.1475-4959.2012.00467.x},
doi = {10.1111/j.1475-4959.2012.00467.x},
pages = {216--229},
number = {3},
journaltitle = {Geographical Journal},
author = {Singleton, A.D.},
date = {2012},
}
@article{riddlesden_survey_2012,
title = {A survey of the use of geographic information systems in english local authority impact assessments},
volume = {14},
url = {https://doi.org/10.1142/S1464333212500068},
doi = {10.1142/S1464333212500068},
number = {1},
journaltitle = {Journal of Environmental Assessment Policy and Management},
author = {Riddlesden, D. and Singleton, A.D. and Fischer, T.B.},
date = {2012},
}
@article{singleton_including_2011,
title = {Including Accident Information in Automatic Bicycle Route Planning for Urban Areas},
volume = {2011},
url = {https://doi.org/10.1155/2011/362817},
doi = {10.1155/2011/362817},
pages = {1--10},
journaltitle = {Urban Studies Research},
author = {Singleton, Alex D. and Lewis, Daniel J.},
date = {2011},
}
@article{singleton_estimating_2011,
title = {Estimating secondary school catchment areas and the spatial equity of access},
volume = {35},
url = {https://doi.org/10.1016/j.compenvurbsys.2010.09.006},
doi = {10.1016/j.compenvurbsys.2010.09.006},
pages = {241--249},
number = {3},
journaltitle = {Computers, Environment and Urban Systems},
author = {Singleton, A.D. and Longley, P.A. and Allen, R. and O'Brien, O.},
date = {2011},
}
@article{mateos_developments_2011,
title = {Developments in Quantitative Human Geography, Urban Modelling, and Geographic Information Science},
volume = {15},
url = {https://doi.org/10.1111/j.1467-9671.2011.01258.x},
doi = {10.1111/j.1467-9671.2011.01258.x},
pages = {249--252},
number = {3},
journaltitle = {Transactions in {GIS}},
author = {Mateos, P. and de Smith, M. and Singleton, A.A.},
date = {2011},
}
@article{brunsdon_predicting_2011,
title = {Predicting participation in higher education: A comparative evaluation of the performance of geodemographic classifications},
volume = {174},
url = {https://doi.org/10.1111/j.1467-985X.2010.00641.x},
doi = {10.1111/j.1467-985X.2010.00641.x},
pages = {17--30},
number = {1},
journaltitle = {Journal of the Royal Statistical Society. Series A: Statistics in Society},
author = {Brunsdon, C. and Longley, P. and Singleton, A. and Ashby, D.},
date = {2011},
}
@article{singleton_geodemographics_2010,
title = {The geodemographics of educational progression and their implications for widening participation in higher education},
volume = {42},
url = {https://doi.org/10.1068/a42394},
doi = {10.1068/a42394},
pages = {2560--2580},
number = {11},
journaltitle = {Environment and Planning A},
author = {Singleton, A.D.},
date = {2010},
}
@article{longley_lost_2010,
title = {Lost in translation: Cross-cultural experiences in teaching geo-genealogy},
volume = {34},
url = {https://doi.org/10.1080/03098260902982476},
doi = {10.1080/03098260902982476},
pages = {21--38},
number = {1},
journaltitle = {Journal of Geography in Higher Education},
author = {Longley, P.A. and Singleton, A.D. and Yano, K. and Nakaya, T.},
date = {2010},
}
@article{harris_grid-enabling_2010,
title = {Grid-enabling geographically weighted regression: A case study of participation in higher education in England},
volume = {14},
url = {https://doi.org/10.1111/j.1467-9671.2009.01181.x},
doi = {10.1111/j.1467-9671.2009.01181.x},
pages = {43--61},
number = {1},
journaltitle = {Transactions in {GIS}},
author = {Harris, R. and Singleton, A. and Grose, D. and Brunsdon, C. and Longley, P.},
date = {2010},
}
@article{cheshire_surname_2010,
title = {The surname regions of Great Britain},
volume = {6},
url = {https://doi.org/10.4113/jom.2010.1103},
doi = {10.4113/jom.2010.1103},
pages = {401--409},
journaltitle = {Journal of Maps},
author = {Cheshire, J.A. and Longley, P.A. and Singleton, A.D.},
date = {2010},
}
@article{adnan_towards_2010,
title = {Towards real-time geodemographics: Clustering algorithm performance for large multidimensional spatial databases},
volume = {14},
url = {https://doi.org/10.1111/j.1467-9671.2010.01197.x},
doi = {10.1111/j.1467-9671.2010.01197.x},
pages = {283--297},
number = {3},
journaltitle = {Transactions in {GIS}},
author = {Adnan, M. and Longley, P.A. and Singleton, A.D. and Brunsdon, C.},
date = {2010},
}
@article{singleton_geodemographics_2009,
title = {Geodemographics, visualisation, and social networks in applied geography},
volume = {29},
url = {https://doi.org/10.1016/j.apgeog.2008.10.006},
doi = {10.1016/j.apgeog.2008.10.006},
pages = {289--298},
number = {3},
journaltitle = {Applied Geography},
author = {Singleton, A.D. and Longley, P.A.},
date = {2009},
}
@article{singleton_data_2009,
title = {Data mining course choice sets and behaviours for target marketing of higher education},
volume = {17},
url = {https://doi.org/10.1057/jt.2009.13},
doi = {10.1057/jt.2009.13},