UNOSAT Sentinel-1(S-1) Flood Artificial Intelligence (AI) Monitoring Dashboard was created by the United Nations Satellite Centre, UNOSAT. The UNOSAT S-1 Flood AI model was deployed to monitor the floods in Nepal. Your feedback and comments on this would be highly appreciated. Email: [email protected] / [email protected]
- Flood analysis from SAR Sentinel-1 images may significantly underestimate the presence of standing waters in built-up and/or densely vegetated areas due to backscattering of the radar.
- Flood extraction was calculated using a deep learning model. Details about the model and training set can be found here: https://www.mdpi.com/791202
- WorldPop calculation may significantly overestimate the population affected by floods in urban areas.
- All statistics are computed based on WorldPop and cover only over Nepal.