I came across this talk in Responsible AI for Social Empowerment (a global virtual summit). Many thanks to Lavanya for sharing the video
Keynotes
- Scalable and high accuracy flood forecasts
- Providing Alerts, collaborate with local authorities is already taken care
- This initiative is about proactive alerts
- Focus on riverine floods only
- Forecast for water level with these features, variables are
- Hydrologic LSTM time series based models achieved better results
- Inundation model - Simulate behavior across flood level
- Understand areas affected for proactive alerts
- Morphological model - ML + Physics based
- Protect people, public alerts, detailed info about flood extent
- 35 Million warnings past few months
Keep Thinking!!!
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