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Building a Cloud-Based Emission Monitoring Dashboard (Step-by-Step) πŸŒπŸ“Š

DEV CommunityΒ·Goutam KumarΒ·6 months ago
#PsBzV20G
#datascience#smartcities#cloudcomputing#dashboard#cloud
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Track emissions in real time, stay compliant, and turn raw sensor data into actionable insights

Air quality and emission monitoring are no longer optionalβ€”especially in industries, transport systems, and smart cities. Governments are tightening regulations, and businesses are expected to monitor, report, and control emissions continuously.

Instead of manual checks, a cloud-based emission monitoring dashboard allows you to:

Track emissions in real time

Detect threshold breaches instantly

Store historical data for compliance

Visualize trends and insights

In this guide, we’ll walk through a step-by-step process to build your own emission monitoring dashboard using cloud technologies.

πŸš€ What You’ll Build

By the end of this guide, you’ll have:

βœ… A system that collects emission data (COβ‚‚, NOβ‚‚, etc.)

βœ… A cloud backend to store and process data

βœ… APIs to manage data flow

βœ… A dashboard to visualize everything

βœ… Real-time alerts for threshold breaches

🧠 System Overview

Your system will look like…

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