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06/19/2023
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting
Wildfires are increasingly exacerbated as a result of climate change, ne...
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06/08/2023
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean
We introduce Mesogeos, a large-scale multi-purpose dataset for wildfire ...
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11/18/2022
Deep learning based landslide density estimation on SAR data for rapid response
This work aims to produce landslide density estimates using Synthetic Ap...
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11/17/2022
SAR-based landslide classification pretraining leads to better segmentation
Rapid assessment after a natural disaster is key for prioritizing emerge...
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11/05/2022
Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes
With climate change predicted to increase the likelihood of landslide ev...
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11/01/2022
Deep Learning for Global Wildfire Forecasting
Climate change is expected to aggravate wildfire activity through the ex...
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11/04/2021