Publications Table

ID Publication Title Publication Date Citations Published
1Geoinformatics and machine learning for comprehensive fire risk assessment and management in peri-urban environments: a building-block-level approach202318
2A machine learning methodology for next day wildfire prediction202114
3Implementation of a random forest classifier to examine wildfire predictive modelling in Greece using diachronically collected fire occurrence and fire mapping data202111
4Estimating next day’s forest fire risk via a complete machine learning methodology20229
5A Machine Learning methodology for next day wildfire prediction20218
6Implementation of a Random Forest classifier to examine wildfire predictive modelling in Greece using diachronically collected fire occurrence and fire mapping data20218
7Geoinformatics and Machine Learning for Comprehensive Fire Risk Assessment and Management in Peri-Urban Environments: A Building-Block-Level Approach20234
83D Cloud reconstruction through geospatially-aware Masked Autoencoders20253
9Estimating Next Day’s Forest Fire Risk via a Complete Machine Learning Methodology20223
10Spatiotemporal Analysis of Forest Fires in Cyprus Using Earth Observation and Climate Data20251
11Next day fire prediction via semantic segmentation20241
12First results from the implementation of a new fire-spread model in FireHUB platform20250
13Reconstructing 3D vertical cloud profiles using cloud dynamics20250
14Enhancing the Interpretation of AI Models for Natural Hazard Susceptibility: The case of daily wildfire occurrence prediction20250
15Wildfire event detection using social media and Earth observation data: a use case for Attica, Greece20250
16Global 3D Reconstruction of Clouds & Tropical Cyclones20250
17Reconstructing 3D cloud fields from multispectral satellite images using deep learning20250
18Creation of data cube for the analysis of wildfires in Cyprus using open access data20240
19Multimodal Dataset for Wildfire Risk Prediction in Cyprus20240
20The deployment of an integrated suite for wildfire prediction, near real-time fire monitoring and post-event mapping over Attica region, Greece.20240
21Machine Learning Approach for Next-Day Wildfire Prediction: Challenges, Solutions, andInsights20240
22Comparative assessment of evacuation capacity of selected fire prone areas in Attica region, Greece20240
23Enhancing Daily Wildfire Risk Prediction Application Through Interpretable Machine Learning Results20240
24Detailed Wildfire Vulnerability Assessment In Selected Wildland Urban Interface Residential Areas In The Region Of Attica, Greece20240
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