Data Analysis of Air Pollutant Levels in India
Bharani Ujjaini Kempaiah, Bhavya Charan, Ruben John Mampilli
Abstract
Bharani Ujjaini Kempaiah, Bhavya Charan, Ruben John Mampilli
Abstract
Air pollution, one of the most serious problems in the world also manifests as a major risk to health and the environment. This study focuses on analysing the air quality trends by means of Air Quality Index (AQI) and the pollutant levels in India over the years of 2016-2018. The results show that air quality has been plummeting as years pass by and calculation of parameters such as AQI(Air quality index) helped us arrive at this conclusion. The hourly changes revealed that peaks of pollutant levels from 8:00 - 10:00 as well as 17:00 - 19:00. Striking trends were observed with respect to bandh days, festivals and harvesting seasons.Rainfall confirms to a negative correlation with pollution levels. Investigation results elucidates that industrial activities, indiscriminate open air burning of crops by the farmers, vehicular traffic etc. are responsible for the high concentration of pollutants. A first principles method of forecasting pollution levels reveals that a naive set of parameters do not prove to be efficacious.
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Air pollution, one of the most serious problems in the world also manifests as a major risk to health and the environment. This study focuses on analysing the air quality trends by means of Air Quality Index (AQI) and the pollutant levels in India over the years of 2016-2018. The results show that air quality has been plummeting as years pass by and calculation of parameters such as AQI(Air quality index) helped us arrive at this conclusion. The hourly changes revealed that peaks of pollutant levels from 8:00 - 10:00 as well as 17:00 - 19:00. Striking trends were observed with respect to bandh days, festivals and harvesting seasons.Rainfall confirms to a negative correlation with pollution levels. Investigation results elucidates that industrial activities, indiscriminate open air burning of crops by the farmers, vehicular traffic etc. are responsible for the high concentration of pollutants. A first principles method of forecasting pollution levels reveals that a naive set of parameters do not prove to be efficacious.
Key concepts: Pollutant, Air quality index, Air pollution, Air pollutants, Environmental science, Pollution, Air Pollution Index, Criteria air contaminants