Karasante, Ilektra

1. Kuro Siwo: 33 billion m² under the water. A global multi-temporal satellite dataset for rapid flood mapping
   2023/11/18 by Nikolaos Ioannis Bountos, Maria Sdraka, Bountos, Nikolaos Ioannis +15 · 8 citations
   Computer Science · Earth and Planetary Sciences · Environmental Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Flood Risk Assessment and Management #I.2 #I.4 #I.5.4 #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Precipitation Measurement and Analysis #electronic engineering #information engineering
2. Deep Learning for Global Wildfire Forecasting
   2022/11/01 by Prapas, Ioannis, Ahuja, Akanksha, Kondylatos, Spyros +7 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Causal Graph Neural Networks for Wildfire Danger Prediction
   2024/03/13 by Shan Zhao, Ioannis Prapas, Zhao, Shan +11 · 4 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Machine Learning (cs.LG)
4. SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics
   2023/12/12 by Ilektra Karasante, Karasante, Ilektra, Lázaro Alonso +9 · 1 citation
   Environmental Science · #Atmospheric and Environmental Gas Dynamics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire effects on ecosystems