Pollutant Analysis and Forecasting Report for three regions of Jammu-India against the period 2014-2016

Rishika Kohli, Dr. Abid Sarwar, Prof. Vinod Sharma

Abstract


The air pollution and its resulting relationship with public health have gained increasing attention in the past decade. Many air pollution analyses have been conducted across the world. The study involves the air pollution analysis of pollutants involving Nitrogen oxide (NOx), Sulphur oxide (SOx), Suspended Particulate Matter (SPM), Respirable Suspended Particulate Matter (RSPM) against three major regions Narwal, Bari Brahmana and M.A Stadium of the Indian city of Jammu. The analysis involves the study of trend over a period of three years from January 2014 to December 2016. The analysis was done using statistical and machine learning tools. While time-series analysis was carried out for statistical cause, the regression model was developed for calculating the pollution concentration over the regions.

Keywords


Concentration Analysis; Trend Analysis; KSVM; Time series prediction; Linear regression model

Full Text:

PDF


DOI: https://doi.org/10.26483/ijarcs.v8i5.3991

Refbacks

  • There are currently no refbacks.




Copyright (c) 2017 International Journal of Advanced Research in Computer Science