Staff Profile
Dr Kristina Wolf
Research Associate
- Email: kristina.wolf@ncl.ac.uk
- Personal Website: https://dare.ac.uk/about-us/our-team/kristina-wolf/
- Address: Room 4.020, Stephenson Building
School of Engineering
Newcastle University
Newcastle upon Tyne
NE1 7RU
Background
Qualifications:
- PhD in Geospatial Systems with the Centre for Doctoral Training (funded by UKRI’s EPSRC and Ordnance Survey) at Newcastle University (2020-2024).
- Research visit at the Center for Urban and Regional Analysis (CURA) at The Ohio State University, USA (09/2022 - 12/2022).
- MRes in Geospatial Data Science at Newcastle University (2019-2020).
- Research semester at the Geographical Information Science & Transportation Lab at Tohoku University, Japan (09/2018-03/2019).
- MSc in Management Information Systems at Paderborn University, Germany (2017-2019).
- BSc in International Management for Business and Information Technology at Baden-Wuerttemberg Cooperative State University (DHBW), Germany (2012-2015).
Experiences:
- Consultant at PricewaterhouseCoopers (PwC) Germany (2015-2019).
- Student in Cooperative Education and Consultant at Deutsche Post DHL Group DHL (2012-2015).
- Project work experience in the UK, Germany, the Netherlands, India, the USA, Malaysia and Ethiopia.
Awards:
- 2024 European Spatial Data Reserach (EuroSDR) Award for the best PhD thesis related to geoinformation science.
- 2019 Esri Young Scholar Award Germany for the best MSc thesis.
Research
National Hub for Decarbonised, Adaptable, and Resilient Transport Infrastructures (DARe):
- Conduct a case study on the impacts of extreme weather on mass participation events using the example of the 2023 Great North Run event as a case study.
- Conduct user research with project partners, including transport operators, councils, and government bodies.
Water Security and Sustainable Development Hub (funded by UKRI’s Global Challenge Research Fund):
- Co-developed and delivered training courses on Geographic Information Systems (GIS) for our partners in Malaysia, including academia, regional and local water management stakeholders.
- Designed a spatio-temporal dashboard solution for monitoring water quality for our partners at the Water Land and Resource Centre in Addis Ababa (Ethiopia).
PhD research:
Following the systems engineering design, my work integrates (near-) real-time weather, hydrological and transport data to support multi-agencies in incident management and flood impact assessment.
Topics:
- Dynamic flood hazard maps
- Computer vision algorithms for image analysis
- System of systems
- Smart cities, digital twins
Projects:
- I was a project officer for a UK Space Agency-funded project exploring the application of satellite imagery for emergency services during different stages of incident management.
- I designed and developed a Highways Major Incident Dashboard prototype for a county council helping to respond to extreme weather events.
- For a utility network operator in the UK, I implemented a GIS-based dashboard to visualise various faults.
- As part of a citizen science project, I developed a GIS application with analytical capabilities to assess the impact of earthquakes in different geographic locations.
Publications
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Articles
- Wolf, K, Stiles, J, Miller, HJ, Dawson, RJ, Mills, JP, Blythe, P, Morley, J. Building enduring smart city data platforms to provide urban management support: lessons learnt from UK Urban Observatories and the US Smart Columbus Operating System. Frontiers in Sustainable Cities 2025, 7.
- Wolf K, Dawson RJ, Mills JP, Blythe P, Robson C, Morley J. Assessing the impact of heavy rainfall on the Newcastle upon Tyne transport network using a geospatial data infrastructure. Resilient Cities and Structures 2023, 2(2), 24-41.
- Wolf K, Dawson RJ, Mills JP, Blythe P, Morley J. Towards a digital twin for supporting multi-agency incident management in a smart city. Scientific Reports 2022, 12, 16221.
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Conference Proceedings (inc. Abstract)
- Wolf, K, Winecki, D, Nandi, A. Camera-First Form Filling: Reducing the Friction in Climate Hazard Reporting. In: Human-In-the-Loop Data Analytics. 2023, Seattle, WA, USA: Association for Computing Machinery. In Preparation.
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Review
- Wolf K, Mills JP, Cormier L, Dunn R, Fairless O, Falaye A, Gordon S, Jayamanne O, Morris-Wiltshire C, Myall E, Salgado-Castillo F, Shukla Y, Taylor L, Robson E, Donoghue D, Dawson RJ, Lewis E, Reaney SM, Scott E, Freedman J, Marshall S, Walker P, Hinds H. Capability Analysis of Earth Observation Data for Integrated Emergency Management. Remote Sensing 2025, 17(9), 1545.