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river-monitoring

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MCP server providing 12 weather tools to AI assistants. Features: forecasts, current conditions, historical data (1940-present), weather alerts, air quality, marine conditions, lightning detection, weather radar imagery, river monitoring, and wildfire tracking. Global coverage. No API keys required.

  • Updated Feb 9, 2026
  • TypeScript

The project involves the approach of the Internet of Things (IoT) which will be done using a microcontroller. We are using customized sensor’s node for monitoring the parameters of water like pH, turbidity, temperature, oxidation-reduction potential, Dissolved Oxygen, industrial wastes, hospital waste etc.

  • Updated May 3, 2020
  • Python

Time series forecasting of Dissolved Oxygen (O₂) in the Southern Bug River using ARIMA, SARIMA, Holt-Winters, and Gradient Boosting on 21 years of water quality data. Best model: Holt-Winters with MAPE = 9.01%.

  • Updated Mar 23, 2026
  • Jupyter Notebook

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