Staff Profile
Tom Komar
Machine Learning Operations Engineer
I am an interdisciplinary researcher working across urban studies, environmental systems, and data-informed decision support. My research focuses on how people, infrastructure, and services interact across cities and regions, with attention to both everyday patterns and periods of disruption. I am interested in making complex systems more visible and more understandable so that evidence can better support planning, management, and public decision-making.
My work spans several connected themes, including urban mobility, the use and functioning of public spaces, environmental quality, the reliability of spatial information, and the integration of data for practical action. Across these areas, I focus on how continuous and fragmented observations can be turned into useful insight for monitoring, planning, and policy. I try to balance applied relevance with interpretation, validation, and an awareness of the limits of data.
I value research that is rigorous, useful, and grounded in real-world conditions. Much of my work sits between technical solutions, operations, and policy, where good analysis needs to remain sensitive to context, uncertainty, and public value. My aim is to contribute to more informed, responsive, and evidence-based approaches to urban and environmental challenges.
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Articles
- Komar T, James P. . Applied Sciences 2026, 16(7), 3162.
- Okolie C, Adeleke A, Mills J, Smit J, Maduako I, Bagheri H, Komar T, Wang S. . International Journal of Image and Data Fusion 2024, 15(4), 430-460.
- James P, Jonczyk J, Smith L, Harris N, Komar T, Bell D, Ranjan R. . Frontiers in Sustainable Cities 2022, 4, 767942.
- Peppa MV, Komar T, Xiao W, James P, Robson C, Xing J, Barr S. . Sensors 2021, 21(2), 629.
- Acharya K, Halla F, Massawa S, Mgana S, Komar T, Davenport R, Werner D. . Journal of Environmental Management 2020, 276, 111319.
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Conference Proceedings (inc. Abstracts)
- Komar T, James P. Hierarchical Forecasting of Urban Footfall Integrating Temporal and Spatial Dimensions. In: GISRUK 2025. 2025. Submitted.
- Komar T, James P. . In: 8th International Conference on Smart Data and Smart Cities (SDSC). 2024, Athens: International Society for Photogrammetry and Remote Sensing.
- Komar T, James P. . In: 2024 ICA Workshop on AI, Geovisualization, and Analytical Reasoning – CartoVis24. 2024, Warsaw: Copernicus Publications.
- Peppa MV, Bell D, Komar T, Xiao W. . In: SPRS TC IV Mid-term Symposium “3D Spatial Information Science – The Engine of Change”. 2018, Delft, The Netherlands: ISPRS.
- McNeill F, Bental D, Missier P, Steyn J, Komar T, Bryans J. Communication in emergency management through data integration and trust: an introduction to the CEM-DIT system. 2018.