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| Machine Learning for Air Quality Analysis and Prediction |
Bommanna K, Dr Radha H R, Praveen Math, Dr Yuvaraja Naik, Dr A Hareesh
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Abstract:
One of the most serious ecological problems is air pollution. It can have negative health consequences such as cancer, cardiovascular disease, and a high death rate. High population density is a major contributor to air pollution in urban areas and urbanized regions, as well as having a negative impact on climate. The climate changes dramatically as more area is used for agriculture or dwelling. Every year, over 2,000,000 people die prematurely as a result of the effects of polluted air, according to the World Health Organization. Air pollution is a huge problem that affects everyone, not just those who live in brown haze-engulfed cities: it may affect us all through things like unusual weather changes and ozone layer damage. According to the Global Burden of Disease Report, outside air pollution is the fifth leading cause of death in India. A study conducted by scientists from the University of Chicago, Harvard, and Yale found that high Particulate Matter (PM) fixation is responsible for reducing the life expectancy of 660 million Indians living in urban areas by 3.2 years.
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