Published Paper Details:

The calculation of the Air Quality Index (AQI) in India differs greatly from global norms due to regional characteristics such as geographical diversity, seasonal fluctuations, and pollution sources. While most countries use consistent techniques that emphasize pollutants such as PM 2.5, NO2, and O3, India's methodology favors PM 10 and PM 2.5 due to high dust levels, industrial emissions, and biomass combustion. The AQI calculation for India includes adaptive seasonal modifiers to account for crop burning, festivities like Diwali, and climatic conditions such as monsoons and winter inversion. Additionally, regional weightage variables are added depending on local pollution sources, which improves accuracy. Unlike worldwide models, which rely mainly on static pollution criteria, India's model makes dynamic modifications to account for real-time environmental and demographic conditions. This approach provides a more relevant and accurate representation of air quality, catering to India's unique climatic, industrial, and cultural conditions. In addition, we present a detailed investigation of chemical processes and how their various quantities influence the toxicity of the compounds produced. We investigate the significance of five key gases. We assess the adverse effects of the produced items utilizing data from internet sources and a variety of calculation and visualization methodologies. The evaluation is based on established threshold values for all gases involved.