Projects

Wildfire Detection and Forest Management (ISEC)

Case Study: Euboea, Greece | Funded by: Interdisciplinary School for Environmental Crisis (ISEC)

Wildfire Detection

🌍 Fire Detection App | 📊 Presentation

Designed a remote-sensing-based wildfire detection system to improve early warning capabilities with Google Earth Engine
Assessed forest management strategies, e.g. conservation practices and post-wildfire restoration approaches
Examined public engagement in wildfire preparedness and mitigation, and investigated the roles of key stakeholders to strengthen local resilience and response strategies

Land Cover Change Detection (Alan Turing Institute)

Case Study: Peak District, UK | Funded by: The Alan Turing Institute

Land Cover Change Detection

📄 Report | 💻 Code

Contributed to innovative solutions for land cover change detection using various methods including deep learning
Played a key role in a collaborative project, advancing understanding in environmental science and data technology
As a facilitator of the team, demonstrated leadership and project management skills in the interdisciplinary setting

Land Use and Informal Settlements Mapping

Case Study: Nairobi, Kenya

Proposed a framework of using multi-source publicly available data to identify informal settlements
Applied the framework on case study of Nairobi and identified the informal settlements
Evaluated the performance of the framework by comparing the output with the best available land use map