A Time Series Study of PM10 Pollutant in Ghaziabad City Using Multiple Linear Regression

Author:

kumar Lokesh1,Kumar Gaurav1

Affiliation:

1. NAS College

Abstract

Abstract Air pollution has grown to be a serious issue in Ghaziabad, Uttar Pradesh. PM10, SO2, and NO2 are a few examples of air pollution constituents. The forecasting of these pollutants can help in the formulation of a strategy to decrease air pollution. This study analyzes the air toxin PM10 for the Khora Colony of Ghaziabad, Uttar Pradesh, utilizing data from previous years produced by the Uttar Pradesh Pollution Control Board. Multiple linear regression (MLR) is used for the analysis.

Publisher

Research Square Platform LLC

Reference11 articles.

1. “Air Pollution Monitoring Using Artificial Neural Network”;Bhavsar R;International Journal of Scientific & Engineering Research,2019

2. “Comparing Neural Networks and Regression Models for Ozone Forecasting”;Comrie AC;Air & Waste Management Association,1997

3. Air pollution and property values, a further comment”;Freeman AM;Review of Economics and Statistics

4. “Neural network modelling and prediction of hourly NOx and NO2 concentrations in urban air in London”;Gardner MW;Atmospheric Environment,1999

5. Guo C., Liu G. and Chen C.H. (2020) “Air Pollution Concentration Forecast Method Based on the Deep Ensemble Neural Network”, Hindawi Wireless Communications and Mobile Computing, Vol. 2020, Article ID 8854649, 13 pages

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