Computer Science - Computer Vision and Pattern Recognition

Wildfire spread forecasting with Deep Learning
Accurate prediction of wildfire spread is crucial for effective risk management, emergency response, and strategic resource allocation. …
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Probabilistic Machine Learning for Noisy Labels in Earth Observation
Label noise poses a significant challenge in Earth Observation (EO), often degrading the performance and reliability of supervised …
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FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction
With climate change expected to exacerbate fire weather conditions, the accurate and timely anticipation of wildfires becomes …
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SeasFire cube - a multivariate dataset for global wildfire modeling
Frequent, large-scale wildfires threaten ecosystems and human livelihoods globally. To effectively quantify and attribute the …
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SeasFire cube - a multivariate dataset for global wildfire modeling
Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks
With climate change expected to exacerbate fire weather conditions, the accurate anticipation of wildfires on a global scale becomes …
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