Search Results for author: Akanksha Ahuja

Found 2 papers, 1 papers with code

SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics

1 code implementation • 12 Dec 2023 • Ilektra Karasante, Lazaro Alonso, Ioannis Prapas, Akanksha Ahuja, Nuno Carvalhais, Ioannis Papoutsis

The global occurrence, scale, and frequency of wildfires pose significant threats to ecosystem services and human livelihoods.

Attribute Earth Observation

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Deep Learning for Global Wildfire Forecasting

no code implementations • 1 Nov 2022 • Ioannis Prapas, Akanksha Ahuja, Spyros Kondylatos, Ilektra Karasante, Eleanna Panagiotou, Lazaro Alonso, Charalampos Davalas, Dimitrios Michail, Nuno Carvalhais, Ioannis Papoutsis

We train a deep learning model, which treats global wildfire forecasting as an image segmentation task and skillfully predicts the presence of burned areas 8, 16, 32 and 64 days ahead of time.

Image Segmentation Semantic Segmentation

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