Innovative Environmental Monitoring & Early Alert System

  • Unique Paper ID: 166787
  • Volume: 11
  • Issue: 2
  • PageNo: 1802-1805
  • Abstract:
  • This paper presents an innovative flood forecasting system integrating machine learning techniques such as k-Nearest Neighbors, logistic regression, decision trees, random forest classification, and ensemble learning. Analyzes data from weather stations, gauges, satellite imagery and GIS databases to improve accuracy and timeliness. A key feature is an SMS alert system sending real-time alerts to residents of flood-prone areas, providing information on risks, basic precautions and emergency contact numbers. This system aims to enhance disaster risk reduction efforts and community resilience.

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 2
  • PageNo: 1802-1805

Innovative Environmental Monitoring & Early Alert System

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