Publications Table

ID Publication Title Publication Date Citations Published
1Estimating next day’s forest fire risk via a complete machine learning methodology202228
2Estimating Next Day’s Forest Fire Risk via a Complete Machine Learning Methodology202228
3Geoinformatics and Machine Learning for Comprehensive Fire Risk Assessment and Management in Peri-Urban Environments: A Building-Block-Level Approach202324
4Geoinformatics and machine learning for comprehensive fire risk assessment and management in peri-urban environments: a building-block-level approach202324
5A Machine Learning methodology for next day wildfire prediction202122
6A machine learning methodology for next day wildfire prediction202122
7Implementation of a Random Forest classifier to examine wildfire predictive modelling in Greece using diachronically collected fire occurrence and fire mapping data202116
8Implementation of a random forest classifier to examine wildfire predictive modelling in Greece using diachronically collected fire occurrence and fire mapping data202116
93D Cloud reconstruction through geospatially-aware Masked Autoencoders20256
10Enhancing Daily Wildfire Risk Prediction Application Through Interpretable Machine Learning Results20244
11Multimodal Dataset for Wildfire Risk Prediction in Cyprus20244
12Next day fire prediction via semantic segmentation20243
13Detailed Wildfire Vulnerability Assessment In Selected Wildland Urban Interface Residential Areas In The Region Of Attica, Greece20243
14Spatiotemporal Analysis of Forest Fires in Cyprus Using Earth Observation and Climate Data20251
15Enhancing the Interpretation of AI Models for Natural Hazard Susceptibility: The case of daily wildfire occurrence prediction20251
16Creation of data cube for the analysis of wildfires in Cyprus using open access data20241
17First results from the implementation of a new fire-spread model in FireHUB platform20250
18Wildfire event detection using social media and Earth observation data: a use case for Attica, Greece20250
19Reconstructing 3D vertical cloud profiles using cloud dynamics20250
20Reconstructing 3D cloud fields from multispectral satellite images using deep learning20250
21Global 3D Reconstruction of Clouds & Tropical Cyclones20250
22Comparative assessment of evacuation capacity of selected fire prone areas in Attica region, Greece20240
23The deployment of an integrated suite for wildfire prediction, near real-time fire monitoring and post-event mapping over Attica region, Greece.20240
24Machine Learning Approach for Next-Day Wildfire Prediction: Challenges, Solutions, andInsights20240
25Wildfire Integrated Modeling Chain Development Over Heterogeneous Regions: the Medewsa Twin of Attica (Greece) and Ethiopia20240
26FireRisk: A Web Platform for next day fire forecasting20230