Vikhyat Gupta

GE4001

Air Quality Assessment

Air quality refers to the degree to which the air is suitable or clean enough for humans or the environment. It is measured using Air Quality Index, which tells how clean or polluted the air is. There are various pollutants whose concentrations determine how polluted the air is, like PM 2.5, PM 10, CO, etc. Delhi has consistent concentrations of PM 2.5 and PM 10 above the permissible limits. The present study aims at modelling concentrations of PM 2.5 and PM 10 using machine learning algorithms. 


Report Content

Introduction to the study

Understanding Study Area & Air Pollutants

Aim, Objective & Methodology

Monthly distribution of PM 10 & PM 2.5 concentrations

Exploratory Data Analysis

Model Architecture

Model Performance & Metrics

PM Distribution

Landcover Impact on Air Quality

Conclusions, Limitations & Way Forward