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Widespread Increases in Future Wildfire Risk to Global Forest Carbon Offset Projects Revealed by Explainable AI
Carbon offset programs are critical in the fight against climate change.
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
Contrastive Learning for Climate Model Bias Correction and Super-Resolution
Climate models often require post-processing in order to make accurate estimates of local climate risk.
FireSRnet: Geoscience-Driven Super-Resolution of Future Fire Risk from Climate Change
Therefore, we propose a novel approach towards super-resolution (SR) enhancement of fire risk exposure maps that incorporates not only 2000 to 2020 monthly satellite observations of active fires but also local information on land cover and temperature.
