This project integrates data from various sources to provide comprehensive insights into floods, leveraging spatial analysis, advanced summarization, and real-time data visualization.
- Aggregates the latest news about floods from reliable sources.
- Enables users to stay informed about current flood-related events.
- Extracts and summarizes Reddit discussions relevant to floods.
- Helps understand community sentiment and crowd-sourced updates.
- Provides real-time weather updates using OpenWeather data.
- Displays weather patterns and conditions that may contribute to floods.
- Visualizes weather data, news events, and geographic information on a map interface.
- Offers a user-friendly way to explore flood-prone areas and real-time events.
- Uses the Groq LLM API (llama-3.1-70b-versatile) to summarize articles, Reddit posts, and other textual data.
- Delivers concise and actionable insights for users.
- Conducts in-depth spatial analysis to identify flood-prone regions.
- Combines geospatial data with environmental variables to predict and understand flood behavior.
- Supports proactive planning and disaster management efforts.
