AquaPulse - Smart Algae Bloom Detection and Prediction

ACTIVE

Neural Network Status: 10 sensors online | AI Analysis: Operational | Last Update: Loading...

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Active Sensors

High Algae Bloom

Active Mitigation Missions

61415

Biomass Collected (kg)

Global Algae Bloom Monitoring

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Low (0-3)

Medium (4-7)

High (8-10)

AI Neural Network Analysis 🤖

Real-time insights from Amazon Bedrock:

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Monitoring systems continue to collect data...

Algae Bloom Predictions 📊

Autonomous Mitigation Coordination

Ocean Drones

132

Surface Vessels

Underwater Units

Next Deployment:

North Sea

Harmful Algae Bloom Operations Center

Report Pollution

Recent Citizen Reports

Report Statistics

Voice Report Recording

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Voice Report Analysis

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Citizen Support Chat

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Hello! I'm here to help you report pollution or get information about environmental concerns. How can I assist you today?

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Engagement Metrics

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Before Optimization

Efficiency: 62%
Response Time: 8.2s
Resource Usage: 78%
Coverage: 68%
Prediction Accuracy: 81%
Autonomous Units Active: 7

After Optimization

Efficiency: 96%
Response Time: 2.1s
Resource Usage: 54%
Coverage: 99%
Prediction Accuracy: 97%
Autonomous Units Active: 12

Agent Coordination Network

Detection Agent

Scanning: 5 hotspots

Prediction Agent

ML Models: 3 active

Cleanup Agent

Dispatching: 8 units

Coordination Hub

Managing: 12 agents

Real-time Optimization

20:27:15 SUCCESS Multi-agent coordination initiated

20:27:16 INFO Detection agents analyzing satellite imagery

20:27:17 WARNING High pollution detected in Mediterranean Sea

20:27:18 SUCCESS Cleanup units dispatched to hotspot

Optimization Metrics Overview

Metric	Before	After	Change
Efficiency	62%	96%	+34%
Response Time	8.2s	2.1s	-6.1s
Resource Usage	78%	54%	-24%
Coverage	68%	99%	+31%
Prediction Accuracy	81%	97%	+16%
Autonomous Units Active	7	12	+5
Alert Response Rate	72%	98%	+26%
Energy Consumption	100 kWh	68 kWh	-32%
Data Throughput	1.2 MB/s	2.8 MB/s	+1.6 MB/s
Downtime	2.4%	0.2%	-2.2%
Incident Resolution Time	4.5h	1.1h	-3.4h
False Positive Rate	9.8%	2.1%	-7.7%
Network Latency	320ms	110ms	-210ms
Collaboration Events	3/day	9/day	+6/day
AI Model Retrain Frequency	1/mo	1/wk	+3/mo

Global Algae Bloom Monitoring

AI Neural Network Analysis 🤖

Algae Bloom Predictions 📊

Autonomous Mitigation Coordination

Hotspot Detection IoT Lambda Bedrock S3

Lambda Status

AI Detected Hotspots

Microalgae Analytics SageMaker S3 Lambda

Data Explorer (S3)

Mitigation Missions IoT Lambda Agent S3

Robot Status (IoT)

Citizen Reports & Engagement

Recent Citizen Reports

Report Statistics

Voice Report Recording

Voice Report Analysis

Citizen Support Chat

Quick Actions

Engagement Metrics

Recent Activity

Active Campaigns

Create New Campaign

AI Alerts & Recommendations

Data Lake Insights

Algae Bloom Lifecycle

Global Impact

Engage

Delete AWS Services

Sensor Details

Multi-Agent AI Optimization System 🤖 ⚡

Before Optimization

After Optimization

Agent Coordination Network

Real-time Optimization

Optimization Metrics Overview

Lex Chatbot - Pollution Reporting Assistant

Quick Actions:

Report Algae Bloom 🖼️