School of Geographical & Earth Sciences

Mr Joseph Shingleton

  • Research Software Engineer: Geospatial Artificial Intelligence (Geo-AI) (School of Geographical & Earth Sciences)

Publications

List by: Type | Date

Jump to: 2026 | 2025 | 2024 | 2023 | 2022 | 2021
Number of items: 18.

2026

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Bicakci, Yunus Serhat ORCID logoORCID: https://orcid.org/0000-0002-7288-9959, Wang, Yu ORCID logoORCID: https://orcid.org/0009-0001-7103-6719, Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 and Wu, Meiliu ORCID logoORCID: https://orcid.org/0000-0002-5246-4603 (2026) A graph-based community detection approach for identifying the semantic neighbourhoods within London’s Airbnb properties. AGILE: GIScience Series, 7, 41. (doi: 10.5194/agile-giss-7-41-2026)

Bıc¸akc¸ı, Yunus Serhat ORCID logoORCID: https://orcid.org/0000-0002-7288-9959, Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Wang, Yu and Basiri, Anahid ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2026) Mapping the Semantics of the Street: A VLM-Driven Geospatial Analysis in Fatih, Istanbul. In: 1st International Conference on Geospatial Artificial Intelligence (GeoAI 2026), Ghent, Belgium, 03-06 June 2026, (doi: 10.5281/zenodo.19390648)

Wang, Yu ORCID logoORCID: https://orcid.org/0009-0001-7103-6719, Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Bicakci, Yunus Serhat ORCID logoORCID: https://orcid.org/0000-0002-7288-9959, Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 and Ackland, James ORCID logoORCID: https://orcid.org/0000-0002-4722-6301 (2026) The Invisible City: Not All Streets Are Seen Equally. In: 1st International Conference on Geospatial Artificial Intelligence (GeoAI 2026), Ghent, Belgium, 03-06 June 2026, (doi: 10.5281/zenodo.19917224)

Wu, Meiliu ORCID logoORCID: https://orcid.org/0000-0002-5246-4603, Huang, Qunying, Basiri, Anahid ORCID logoORCID: https://orcid.org/0000-0002-2399-1797, Bicakci, Yunus Serhat ORCID logoORCID: https://orcid.org/0000-0002-7288-9959 and Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 (2026) Towards GeoAI foundation models: a multimodal learning framework with geospatial intelligence. In: Janowicz, Krzysztof, Zhu, Rui, Mai, Gengchen, Gao, Song, Hu, Yingjie, Wang, Zhangyu, Cai, Ling and Bennett, Lauren (eds.) Geography According to Foundation Models. Series: Frontiers in artificial intelligence and applications (422). IOS Press, pp. 28-50. ISBN 9781643686592 (doi: 10.3233/FAIA260468)

2025

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2025) Applying and adapting established frameworks for geospatial data quality to evaluate Generative AI in geographic information tasks. Journal of Location Based Services, (doi: 10.1080/17489725.2025.2594193) (Early Online Publication)

Bicakci, Yunus Serhat ORCID logoORCID: https://orcid.org/0000-0002-7288-9959, Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2025) Street-level geolocalization using multimodal large language models and retrieval-augmented generation. Arxiv, (doi: 10.48550/arXiv.2509.01341)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2025) How Close is "Close"? An Analysis of the Spatial Characteristics of Perceived Proximity Using Large Language Models. In: AGILE 2025, Dresden, Germany, 5-9 June 2025, (doi: 10.5194/agile-giss-6-11-2025)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2025) Geospatial Data Quality in the Era of Generative AI: Can we Trust the Geographic Information Produced by Large Language Models? 19th International Conference on Location Based Services (LBS 2025), Otaniemi, Espoo, Finland, 7-9 May 2025. (Unpublished)

2024

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2024) Enhancing Toponym Identification: Leveraging Topo-BERT and Open-source Data to Differentiate Between Toponyms and Extract Spatial Relationships. In: AGILE 2024, Glasgow, 4-7 June 2024, (doi: 10.5194/agile-giss-5-12-2024)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2024) Where is the News? Improving Toponym Identification and Differentiation in Online News. In: Second International Workshop on Geographic Information Retreival, Glasgow, 24 March 2024, pp. 34-42.

2023

Shingleton, Joseph W. ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Lilley, Chris J. and Wade, Matthew J. (2023) Evaluating the theoretical performance of aircraft wastewater monitoring as a tool for SARS-CoV-2 surveillance. PLoS Global Public Health, 3(6), e0001975. (doi: 10.1371/journal.pgph.0001975) (PMID:37347725) (PMCID:PMC10286959)

2022

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Mustard, David, Dyke, Steven, Finnie, Thomas, Williams, Hannah and Bennett, Emma (2022) Backtracking: Improved methods for identifying the source of a deliberate release of Bacillus anthracis from the temporal and spatial distribution of cases. bioRXiv, (doi: 10.1101/2022.12.15.520534)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Williams, Hannah, Oligbu, Godwin, Powell, Annabel, Cohen, Jonathan, Arditi, Moshe, Watson-Koszel, Tiffany, Kenny, Simon, Gent, Nick and Ladhani, Shamez N. (2022) The changing epidemiology of PIMS-TS across COVID-19 waves: prospective national surveillance, January 2021 to July 2022, England. Journal of Infection, 85(6), pp. 769-702. (doi: 10.1016/j.jinf.2022.10.017) (PMID:36273638) (PMCID:PMC9583625)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Dyke, Steven, Herrick, Archie and Finnie, Thomas (2022) Understanding the immunological landscape of England during SARS-CoV2 Omicron variant wave. PLoS ONE, 17(10), e0264870. (doi: 10.1371/journal.pone.0264870) (PMID:36240178) (PMCID:PMC9565446)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Dyke, Steven, Herrick, Archie, Walker, Brodie and Finnie, Thomas (2022) Estimating the risk of hospitalisation and death in England’s remaining unvaccinated population. medRxiv, (doi: 10.1101/2022.04.13.22272869)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Finnie, Thomas, Gent, Nick and Bennett, Emma (2022) Assessing the role of imported cases on the establishment of SARS-CoV-2 Delta variant of concern in Bolton, UK. Epidemiology and Infection, 150, e100. (doi: 10.1017/S0950268821002776) (PMID:35545847) (PMCID:PMC9151661)

2021

Stage, Helena B., Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Ghosh, Sanmitra, Scarabel, Francesca, Pellis, Lorenzo and Finnie, Thomas (2021) Shut and re-open: the role of schools in the spread of COVID-19 in Europe. Philosophical Transactions of the Royal Society B: Biological Sciences, 376(1829), 20200277. (doi: 10.1098/rstb.2020.0277) (PMID:34053270) (PMCID:PMC8165592)

Flood, J. et al. (2021) Paediatric multisystem inflammatory syndrome temporally associated with SARS-CoV-2 (PIMS-TS): Prospective, national surveillance, United Kingdom and Ireland, 2020. Lancet Regional Health - Europe, 3, 100075. (doi: 10.1016/j.lanepe.2021.100075) (PMID:34027512) (PMCID:PMC8132575)

This list was generated on Fri Jul 17 16:30:30 2026 BST.
Jump to: Articles | Book Sections | Conference or Workshop Item | Conference Proceedings
Number of items: 18.

Articles

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Bicakci, Yunus Serhat ORCID logoORCID: https://orcid.org/0000-0002-7288-9959, Wang, Yu ORCID logoORCID: https://orcid.org/0009-0001-7103-6719, Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 and Wu, Meiliu ORCID logoORCID: https://orcid.org/0000-0002-5246-4603 (2026) A graph-based community detection approach for identifying the semantic neighbourhoods within London’s Airbnb properties. AGILE: GIScience Series, 7, 41. (doi: 10.5194/agile-giss-7-41-2026)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2025) Applying and adapting established frameworks for geospatial data quality to evaluate Generative AI in geographic information tasks. Journal of Location Based Services, (doi: 10.1080/17489725.2025.2594193) (Early Online Publication)

Bicakci, Yunus Serhat ORCID logoORCID: https://orcid.org/0000-0002-7288-9959, Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2025) Street-level geolocalization using multimodal large language models and retrieval-augmented generation. Arxiv, (doi: 10.48550/arXiv.2509.01341)

Shingleton, Joseph W. ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Lilley, Chris J. and Wade, Matthew J. (2023) Evaluating the theoretical performance of aircraft wastewater monitoring as a tool for SARS-CoV-2 surveillance. PLoS Global Public Health, 3(6), e0001975. (doi: 10.1371/journal.pgph.0001975) (PMID:37347725) (PMCID:PMC10286959)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Mustard, David, Dyke, Steven, Finnie, Thomas, Williams, Hannah and Bennett, Emma (2022) Backtracking: Improved methods for identifying the source of a deliberate release of Bacillus anthracis from the temporal and spatial distribution of cases. bioRXiv, (doi: 10.1101/2022.12.15.520534)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Williams, Hannah, Oligbu, Godwin, Powell, Annabel, Cohen, Jonathan, Arditi, Moshe, Watson-Koszel, Tiffany, Kenny, Simon, Gent, Nick and Ladhani, Shamez N. (2022) The changing epidemiology of PIMS-TS across COVID-19 waves: prospective national surveillance, January 2021 to July 2022, England. Journal of Infection, 85(6), pp. 769-702. (doi: 10.1016/j.jinf.2022.10.017) (PMID:36273638) (PMCID:PMC9583625)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Dyke, Steven, Herrick, Archie and Finnie, Thomas (2022) Understanding the immunological landscape of England during SARS-CoV2 Omicron variant wave. PLoS ONE, 17(10), e0264870. (doi: 10.1371/journal.pone.0264870) (PMID:36240178) (PMCID:PMC9565446)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Dyke, Steven, Herrick, Archie, Walker, Brodie and Finnie, Thomas (2022) Estimating the risk of hospitalisation and death in England’s remaining unvaccinated population. medRxiv, (doi: 10.1101/2022.04.13.22272869)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Finnie, Thomas, Gent, Nick and Bennett, Emma (2022) Assessing the role of imported cases on the establishment of SARS-CoV-2 Delta variant of concern in Bolton, UK. Epidemiology and Infection, 150, e100. (doi: 10.1017/S0950268821002776) (PMID:35545847) (PMCID:PMC9151661)

Stage, Helena B., Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Ghosh, Sanmitra, Scarabel, Francesca, Pellis, Lorenzo and Finnie, Thomas (2021) Shut and re-open: the role of schools in the spread of COVID-19 in Europe. Philosophical Transactions of the Royal Society B: Biological Sciences, 376(1829), 20200277. (doi: 10.1098/rstb.2020.0277) (PMID:34053270) (PMCID:PMC8165592)

Flood, J. et al. (2021) Paediatric multisystem inflammatory syndrome temporally associated with SARS-CoV-2 (PIMS-TS): Prospective, national surveillance, United Kingdom and Ireland, 2020. Lancet Regional Health - Europe, 3, 100075. (doi: 10.1016/j.lanepe.2021.100075) (PMID:34027512) (PMCID:PMC8132575)

Book Sections

Wu, Meiliu ORCID logoORCID: https://orcid.org/0000-0002-5246-4603, Huang, Qunying, Basiri, Anahid ORCID logoORCID: https://orcid.org/0000-0002-2399-1797, Bicakci, Yunus Serhat ORCID logoORCID: https://orcid.org/0000-0002-7288-9959 and Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 (2026) Towards GeoAI foundation models: a multimodal learning framework with geospatial intelligence. In: Janowicz, Krzysztof, Zhu, Rui, Mai, Gengchen, Gao, Song, Hu, Yingjie, Wang, Zhangyu, Cai, Ling and Bennett, Lauren (eds.) Geography According to Foundation Models. Series: Frontiers in artificial intelligence and applications (422). IOS Press, pp. 28-50. ISBN 9781643686592 (doi: 10.3233/FAIA260468)

Conference or Workshop Item

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2025) Geospatial Data Quality in the Era of Generative AI: Can we Trust the Geographic Information Produced by Large Language Models? 19th International Conference on Location Based Services (LBS 2025), Otaniemi, Espoo, Finland, 7-9 May 2025. (Unpublished)

Conference Proceedings

Bıc¸akc¸ı, Yunus Serhat ORCID logoORCID: https://orcid.org/0000-0002-7288-9959, Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Wang, Yu and Basiri, Anahid ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2026) Mapping the Semantics of the Street: A VLM-Driven Geospatial Analysis in Fatih, Istanbul. In: 1st International Conference on Geospatial Artificial Intelligence (GeoAI 2026), Ghent, Belgium, 03-06 June 2026, (doi: 10.5281/zenodo.19390648)

Wang, Yu ORCID logoORCID: https://orcid.org/0009-0001-7103-6719, Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231, Bicakci, Yunus Serhat ORCID logoORCID: https://orcid.org/0000-0002-7288-9959, Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 and Ackland, James ORCID logoORCID: https://orcid.org/0000-0002-4722-6301 (2026) The Invisible City: Not All Streets Are Seen Equally. In: 1st International Conference on Geospatial Artificial Intelligence (GeoAI 2026), Ghent, Belgium, 03-06 June 2026, (doi: 10.5281/zenodo.19917224)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2025) How Close is "Close"? An Analysis of the Spatial Characteristics of Perceived Proximity Using Large Language Models. In: AGILE 2025, Dresden, Germany, 5-9 June 2025, (doi: 10.5194/agile-giss-6-11-2025)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2024) Enhancing Toponym Identification: Leveraging Topo-BERT and Open-source Data to Differentiate Between Toponyms and Extract Spatial Relationships. In: AGILE 2024, Glasgow, 4-7 June 2024, (doi: 10.5194/agile-giss-5-12-2024)

Shingleton, Joseph ORCID logoORCID: https://orcid.org/0000-0002-1628-3231 and Basiri, Ana ORCID logoORCID: https://orcid.org/0000-0002-2399-1797 (2024) Where is the News? Improving Toponym Identification and Differentiation in Online News. In: Second International Workshop on Geographic Information Retreival, Glasgow, 24 March 2024, pp. 34-42.

This list was generated on Fri Jul 17 16:30:30 2026 BST.