Publications & Presentations
A complete catalog of peer-reviewed journal articles, book chapters, refereed conference proceedings, posters, and conference presentations spanning Earth Observation, climate resilience, and natural hazard modeling.
Publications & Book Chapters
Role of artificial intelligence and machine learning for climate disaster management and earth resource management
Global predictive wildfire model: A temporal–spatial GIS-based risk analysis using data-driven fuzzy logic functions
University of Southampton
Use of groundwater flow, contaminant transport and geochemical modelling in environmental risk assessment of an industrial site at Kokkola, Western Finland
Geological Survey of Finland, Special Paper 49, pp. 263–278
Refereed Conference Proceedings
Towards climate-resilient cities: Digital twins and nature-based solutions for urban heat mitigation planning
Proceedings of the 6th Spatial Data Science Symposium (SDSS 2025), November
Integrated approach for tree health prediction in reforestation using satellite data and meteorological parameters
Proceedings of the 5th International Electronic Conference on Remote Sensing (ECRS 2023), November
Environmental risk assessment in crisis management
In: Geohazards in Engineering Geology. 6th Asian Regional Conference, International Association for Engineering Geology and the Environment (IAEG), Korea
GIS data management structure for international co-operation projects: An example from the EU LIFE project “Narva Groundwater Management Plan”
Proceedings of MAEGS-15 and Geo-Resources, Estonia
Information enhancement for peatland investigations: Case study Torronsuo
Near Surface 2006: 12th European Meeting of Environmental and Engineering Geophysics, Finland
Data and information utilisation in waste management systems
Proceedings of the Second International Conference on Waste Management and the Environment, Greece
Conference Posters & Abstracts
From Hyperspectral Unmixing to EUDR Compliance: Scalable Cocoa Traceability in West African Agroforestry Systems
EGU General Assembly 2026, Vienna, Austria, 3–8 May 2026, EGU26-17996
Dual-Benefit Digital Twins: Modeling Water Retention and Urban Heat Mitigation in Arid Cities
EGU General Assembly 2026, Vienna, Austria, 3–8 May 2026, EGU26-19255
Leveraging DestinE for urban heat island management in extreme climates: A city-level case study concept
Poster presented at the 4th User eXchange at LPS 2025, June
Local fire weather improving wildfire prevention: Combining FWI components, historical burn probabilities, and multi-sensor satellite data for early warning systems in Los Angeles, CA
Poster presented at the EGU General Assembly 2025, Vienna, Austria
Wildfire risk assessment and early warning: Using an innovative index combining vegetation, temperature, and drought
Poster (graphical abstract), medGU-24
Satellite data as a predictor for monitoring tree health and stress in reforestation projects
Poster presented at the EGU General Assembly 2023, Vienna, Austria