Monitoring Dashboard

Automated Monitoring Dashboard

The AquaTRAC AI Monitoring Dashboard serves as the central command-and-control interface, providing a comprehensive and real-time overview of river ecosystem dynamics. Designed for both scientific analysis and operational decision-making, the dashboard integrates live data streams with advanced analytics in a unified platform.

Core Dashboard Components

  • Real-Time Data Overview
    Displays key system information including:
    • Current date and time
    • Total detected counts across all monitored locations
    • System status and data flow indicators
  • Migration Count Chart
    A dynamic, rolling bar chart visualizing daily migration activity, categorized by:
    • Small, medium, and large size classes
    • Temporal trends across monitoring periods
  • Ayu Migration Trend Analysis
    A dedicated analytical panel comparing:
    • Real-time AI-detected counts
    • Historical baseline data (2011–2024) provided by Prof. Takemon
      This enables validation of AI outputs and identification of long-term ecological trends.
  • Species Distribution Breakdown
    A graphical summary (e.g., pie chart or bar chart) illustrating:
    • Relative abundance of detected species
    • Diversity patterns across the monitored system
  • Live Event Feed
    A continuously updating stream of recent detection events, including:
    • Timestamp (e.g., Apr 12, 11:42)
    • Species identification (e.g., Salmon #1, Carassius #1)
    • Movement status (e.g., Upstream, Downstream, Stationary)
  • Live Camera Feed with AI Overlay
    Real-time video visualization enhanced with:
    • Bounding boxes around detected fish
    • Species labels and confidence scores
    • Instant visual confirmation of AI predictions

Benefits for Managers

The AquaTRAC AI Dashboard transforms traditional monitoring into a proactive, data-driven management system, enabling more effective and timely decision-making.

Key Advantages

  • Proactive Management and Early Warning
    Immediate detection of abnormal events, such as:
    • Sudden migration surges
    • Blockages or inefficiencies in fish passages
    • Unusual behavioral patterns
  • Enhanced Scientific Accuracy
    Continuous, objective, and high-resolution data replaces intermittent manual observations, improving:
    • Data reliability
    • Ecological interpretation
    • Long-term monitoring consistency
  • Optimized Resource Allocation
    Data-driven insights allow managers to:
    • Prioritize intervention areas
    • Optimize maintenance and restoration efforts
    • Allocate resources efficiently based on real-time needs

System Impact

By integrating real-time analytics with intuitive visualization, the AquaTRAC AI Dashboard enables a shift from reactive monitoring to intelligent ecosystem management, supporting sustainable river governance and biodiversity conservation.