REGRESSION ANALYSIS OF METEOROLOGICAL FACTORS AND CON-CENTRATIONS OF PM2.5 IN ATMOSPHERIC AIR OF BISHKEK CITY

Authors

Lychenko N. M. Machinery researching and Аutomatics Institute of Kyrgyz Republic National Academy of Science

Keywords:

correlations, regression analysis, meteorological parameters, PM2.5 concentrations.

Abstract

The paper presents the results of a regression analysis of air pollution concentrations by PM2.5 particles and meteorological data such as wind speed, temperature, relative air humidity, dew point temperature, precipitation intensity and atmospheric pressure for the Bishkek city from February 9 to November 25, 2019. The study was conducted in order to identify the influence of meteorological parameters on the concentration values of PM2.5 and to further use this information to build forecast models.

References

Gamze Özel Kadılar, Cem Kadılar. Air pollution analysis for Ankara by air pollution index highly correlated with meteorological variables // AIP Conference Proceedings 1991, 020014, 2018. https://doi.org/10.1063/1.5047887.

Ebru Kavak Akpinar1, Sinan Akpinar, Hakan Fehmi Öztop. Statistical analysis of meteorological factors and air pollution at winter months in Elazig, Turkey //Journal of Urban and Environmental Engineering, v.3, n.1, p.7–16. 2009.

Deniz Genc, Canan Yesilyurt, Gurdal Tuncel. Air pollution forecasting in Ankara, Turkey using air pollution index and its relation to assimilative capacity of the atmosphere // Environ Monit Assess, 166:11–27, 2010. DOI 10.1007/s10661-009-0981-y

Turalıoglu F.S., Nuhoglu A. & Bayraktar H. Impact of some meteorological parameters on SO2 and TSP concentration in Erzurum, Turkey, Chemosphere 59, 1633–1642. 2005.

Ezzatian V. The study of the impacts of meteorological parameters on the air quality index in the Esfahan Cite // The 10th Int. Meetings on Statistical Climatology, August 20 to 24 2007, Beijing, China.

Dey S., Gupta S., Chakraborty A., Sibanda P. Influences of boundary layer phenomena and meteorology on ambient air quality status of an urban area in eastern India Atmósfera, vol.31,no.1, 2018. http://dx.doi.org/10.20937/atm.2018.31.01.05.

Верзунов С.Н., Лыченко Н.М. Анализ и ARIMA-модели динамики изменения концентрации РМ2.5 в атмосферном воздухе г. Бишкек // Проблемы автоматики и управления. 2019.– № 1 (36). – С. 21–30.

Современное прогнозирование. [Электронный ресурс]. URL: https://forecasting.svetunkov.ru/etextbook/ (дата обращения: 30.09.2019).

AirNow Depatment of State // https://airnow.gov/index.cfm?action=airnow.global _summary #U.S._Department_of_State $Bishkek, (дата обращения: 30.11.2019).

Cайт «Погода и Климат» http://www.pogodaiklimat.ru, (дата обращения: 30.11.2019).