2020 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN)
5
ISBN: 978-1-7281-8337-4/20/$31.00 ©2020 IEEE
Scrutinizing Patterns of Air Pollution in India
Ashima Tyagi
Jagan Institute of Management Studies
Delhi, India
tyagiashima786@gmail.com
Latika Kharb
Jagan Institute of Management Studies
Delhi, India
latika.kharb@jimsindia.org
Deepak Chahal
Jagan Institute of Management Studies
Delhi, India
deepak.chahal@jimsindia.org
Abstract-- In the past few years, urbanization has led to a
widespread increase in air pollution around the world, which has
forced extensive research in this field. According to the World
Health Organization, air pollution kills approximately seven
million people worldwide every year. Despite dramatic progress
cleaning the air for so many years, air pollution continues to affect
the environment causing severe health hazards. This paper aims
to scrutinize the trends of air pollution in the World as well as in
India. We have considered the effects of the two most fatal
pollutants, particulate matter PM2.5, and PM10. The paper will
investigate the places around the world with a high concentration
of particulate matter along with the detailed analysis of air quality
in India.
Keywords-– Air Pollution, Particulate matter, Pollutants, Python
Language
I. INTRODUCTION
Air pollution has turned into a pandemic, damaging the
environment and having dire health consequences worldwide.
Air pollution is termed as “great killers of our age” because of
its dangerous health effects on humans [1]. The quality of air,
in most of the developing countries like India, is deteriorating
every year [2]. Every day, nearly 1,800 people in developing
cities die as a result of exposure to urban air pollution [3].
Around 90% of deaths caused by air pollution happen in low-
and middle-income countries. The rapid urbanization,
specifically in Asia, has caused the air pollution problem more
visible and its health burden more tangible [1].
Ambient air pollution, majorly caused by the burning of fossil
fuels, exhaust from factories and industries, vehicle emissions,
and of course, stubble burning, has become the dominant cause
of deaths globally [4]. It doesn’t matter if the pollution is not
visible; it can still cause acute damage [5]. According to the
studies, pollutants like PM2.5 and PM10 can cause pernicious
effects at a superficial level also. Long term exposure to fine
particulate matter PM2.5 can lead to premature deaths, damage
to the respiratory system, and can also affect the cardiovascular
system [2]. The mortality rate of air pollution depicts an average
shortening of life expectancy of nearly three years [6].
There is a need to scrutinize the trends in air pollution across
the world and examine the countries that are contributing to this
hazardous issue. The aim to analyze the amount of pollution
caused by the two critical pollutants, i.e., particulate matter
PM2.5 and PM10, for the years 2014-2019, is brought out in this
paper. The paper begins with the explanation of particulate
matter followed by the analysis of pollution in the world to find
out the countries with high levels of PM2.5 and PM10. Then, we
have investigated India to figure out the air pollution pattern
from 2014-2018. The paper concludes by discovering the cities
with the highest average value of PM2.5 and PM10. A number of
authors tried to surface the issue but superficially, this paper
seeks to rectify this omission [5].
II. PARTICULATE MATTER (PM)
The World Health Organization (WHO) reports on six major air
pollutants, namely particle pollution, ground-level ozone,
carbon monoxide, sulfur oxides, nitrogen oxides, and lead [7].
Among all these pollutants, the pollutant that is of significant
concern is particulate matter (PM). Particulate matter is the
collection of solid and liquid particles hovering in the air, which
are considered as precarious for human health [8]. The matter
consists of organic as well as inorganic particles, including dust,
soot, smoke, pollen, and liquid droplets. Their sources of
emission include industrial pollution, diffuse sources, natural
sources like bushfires, and vehicle-generated pollution.
According to the size of these particles, they are classified as
PM10 and PM2.5. PM10 are the coarse dust particles that have a
diameter in the range of 2.5 to 10 micrometers, and PM2.5 are
the fine particles that are smaller with a diameter of 2.5
micrometers and cannot be seen with a naked eye [8]. PM2.5 is
considered to be more damaging to human health than PM10 [4].
The process of building applications has been a journey and it
varies depending on one's application requirements and purpose
[9].
Fig. 1. Depicting the size of PM10 and PM2.5
III. DATASET
The data used for the air pollution analysis is “OpenAQ”,
acquired from the Kaggle repository. It represents the real-time
air quality data from around the world and includes air quality
measurements from 5490 locations in 47 countries from 2007
till now. The dataset contains only one table, i.e.,
2020 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN) | 978-1-7281-8337-4/20/$31.00 ©2020 IEEE | DOI: 10.1109/ICACCCN51052.2020.9362990
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