Internet Of Things

EchoAir Quality

AG
+2
Feb. 4, 2025, 6:06 a.m.

Air pollution is one of the leading causes of various health conditions, including respiratory illnesses, stroke, pregnancy complications, chronic obstructive pulmonary disease (COPD), and asthma. Its detrimental effects are well-documented, and numerous studies highlight the significant burden it places on public health globally. Air pollution is a critical global challenge, contributing to millions of premature deaths annually due to respiratory and cardiovascular diseases. Industrial emissions, vehicle exhaust, deforestation, and waste burning release harmful pollutants like PM2.5, nitrogen oxides, and sulfur dioxide into the atmosphere, severely impacting air quality. In Africa, rapid urbanization, poor waste management, reliance on biomass for cooking, and unregulated industrial activities exacerbate pollution, with cities like Kinshasa, Lagos, Cairo, Jo'burg and Nairobi experiencing hazardous air conditions. The lack of real-time monitoring and regulatory enforcement worsens t.

EchoAir solution involves deploying a real-time air quality monitoring system using IoT sensors and machine learning to track pollution levels, identify sources, and provide actionable insights. By integrating data visualization and predictive analytics, policymakers, businesses, and communities can make informed decisions to mitigate pollution. The system promotes awareness, supports regulatory enforcement, and encourages sustainable practices such as cleaner energy adoption, improved waste management, and green urban planning to enhance air quality and public health.

Project Overview

EchoAir solution involves deploying a real-time air quality monitoring system using IoT sensors and machine learning to track pollution levels, identify sources, and provide actionable insights. By integrating data visualization and predictive analytics, policymakers, businesses, and communities can make informed decisions to mitigate pollution. The system promotes awareness, supports regulatory enforcement, and encourages sustainable practices such as cleaner energy adoption, improved waste management, and green urban planning to enhance air quality and public health.

Growth and comfort do not coexist.

Github: https://github.com/antonie-riziki/air-quality

Demo: https://air-quality-prototype.streamlit.app/

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Contributors

Eng. antonie riziki

Machine Learning

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