Browse > Article
http://dx.doi.org/10.6109/jkiice.2020.24.8.963

Air pollution monitoring system based on Bonferroni multi-analysis  

Lim, Byeongyeon (Department of Computer Engineering, Paichai University)
Lim, Hyunkeun (Department of Computer Engineering, Paichai University)
Hong, Sungtaek (K-water)
Jung, Hoekyung (Department of Computer Engineering, Paichai University)
Abstract
Cities in the region have a problem in that they cannot accurately monitor small areas because the number of air pollution is differently observed depending on variables such as population, season, traffic volume, and industrial complexes. In order to solve this problem, in this paper, comparative analysis was performed on small areas where representative air pollutants SO2, PM10, NO2, CO, and O3, which adversely affect the human body, are observed through coefficient of determination. In addition, based on Bonferroni's multiple comparative analysis, the air pollution level by period is shown. The map for the monitoring system was linked with the coordinates of each small city to visualize air pollutants for small cities based on the analysis data. Through this, it is possible to provide the user with a monitoring system of air pollutants for the region more precisely, and to prevent them from accidents that may occur due to air pollution in everyday life.
Keywords
Air pollution; Coefficient of determination; Urbanization; Monitoring;
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
연도 인용수 순위
1 D. H. Shin, and Y. M. Noh, "Aerosol Optical Properties and Separation of Asian Dust using AERONET Sun/Sky Radiometer Measurement at the Asian Dust Source Region," Korean Journal of Remote Sensing, vol. 32, no.3, pp.245-251, Jun. 2016.   DOI
2 J. W. Cha, and J. Y. Kim, "Analysis of Fine Dust Correlation between Air Quality and Weather Factors using SPSS," Journal of the Korea Institute of Information and Communication Sciences, vol. 22, no.5, pp.722-727, May 2018.
3 Y. H. Seo, "Characterization of High Concentration PM2.5 by Nitrate and Ammonium Ions of PM2.5 in Seoul," Journal of Korea Society of Environmental Administration, vol. 21, no. 1, pp. 1-7, Aug. 2014.
4 J. S. Bang, D. Y Hwang, and H. K. Jung, "Product Recommendation System Based on User Purchase Priority," Journal of Information and Communication Convergence, vol. 18, no. 1, pp.55-60, Mar. 2020.
5 Y. J. Yoon, "Trends in Fine Dust and Air Quality Monitoring Technology Development," Mechanical journal, vol. 59, no.9, pp.38-42, Aug. 2019.
6 S. J. Han, G. J. Sa, and T. W. Kim, "A Study of Threat and Scar Relationships through Cross-correlation Analysis," Korean Society of Mechanical Engineers Volume A, vol. 43, no.4, pp.231-239, Apr. 2019.
7 B. S. Park, and S. W. Kim, "Intrusion Detection in IoT Service using Event Network Correlation Analysis," Multimedia Society Journal, vol. 23, no.1, pp. 24-30, Jan. 2020.
8 T. H. Kim, H. J. Park, and T. H. Kim, "Analysis of the Relationship between Environmental Pollution, the Weak, and Environmental Damage," Environmental policy, vol. 26, no. 2, pp.1-18, Jun. 2018.