THE FORECAST OF AIR POLLUTION LEVELS IN ST. PETERSBURG USING A DECISION-MAKING ALGORITHM
Abstract
The influence of meteorological parameters and characteristic groups of synoptic situations on the level of air pollution in St. Petersburg is discussed. Data sets of surface meteorological parameters, radio sounding of the atmosphere, synoptic situations and levels of air pollution during 2006 to 2014 are generated. The research results allow the development of schemes to determine the expected level of air pollution in the city using the «tree of decision» method.
About the Authors
E. S. Andreeva
Federal State-Funded Educational Institutional of Higher Education Don State Technical University.
Russian Federation
Faculty of Construction and Engineering. Department of Fireguard and Emergency, Associate Professor, D.Sc. in Geography.
Russian Federation
Faculty of Construction and Engineering. Department of Fireguard and Emergency, Associate Professor, D.Sc. in Geography.
E. O. Lazareva
Russian Federation
Civil servant, PhD. in Geography.
I. N. Lipovitskaya
Saint-Petersburg Institute of Education in the sphere of humanities and social sciences.
Russian Federation
Vice Rector for development, PhD. in Geography.
Russian Federation
Vice Rector for development, PhD. in Geography.
References
1. Arkhiv pogody v Sankt-Peterburge [Weather archive in Saint- Petersburg] / rp5.ru the schedule of the weather [Electronic resource] - access mode: http://rp5.ru/Архив_погоды_в_Санкт- Петербурге (In Russian)
2. Ayvazyan S.A., Bezhayaeva Z.I., Staroverov O.V Proklanaya statistika. Osnovy modelirovaniya i pervichnaya obrabotka dannyh [Applied statistics. Basics of modeling and primary data processing]. M.: Finance and Statistics, 1997. 240 p. (In Russian) Berlyand M.E. Sovremennye problemy atmosfernoj diffuzii i zagryazneniya atmosfery [Actual problems of atmospheric diffusion and pollution of the atmosphere]. Leningrad: Gidrometeoizdat, 1975. 448 p. (In Russian)
3. Bezuglaya E.Yu. Klimaticheskie harakteristiki uslovij rasprostraneniya primesej v atmosphere [Climatic characteristics of distribution of pollutants in the atmosphere]. Leningrad: Gidrometeoizdat, 1983. 328 p. (In Russian)
4. Boettger C.M. Air-pollution potential East of the Rocky Mountains - Fall 1959// Bul. Amer. Met. Soc. 1961. V 42. P. 615620.
5. HuntE.B., Marin J., Stone PJ. Experiments in Induction. UK, Oxford, 1966. 176 p.
6. Karty pogody [Weather maps]. Meteoweb.ru [Electronic resource] / Internet magazine Meteoweb.ru. М., 2015. access mode: http://meteoweb.ru/ (In Russian)
7. Lazareva E. O. Shema utochneniya k modeli prognosirovaniya rasseivaniya antropogennih primesej atmosfernogo vozduha dlya g. Sankt-Peterburg [Scheme refinement to the model of predicting the dispersion of anthropogenic pollutants of atmospheric air in St. Petersburg] // Natural and technical Sciences. Moscow: Sputnik+, 2016. № 3. P. 104-108. (In Russian)
8. Lazareva E.O. Zagryaznenie atmosfernogo vozdukha g. Sankt- Peterburg pri razlichnyh sinopticheskih situatsiyah [Pollution of atmospheric air in St. Petersburg under different synoptic situations] // Avtoref. dis ... candidate of geographical sciences. St. Petersburg, 2016. (In Russian)
9. Lazareva E.A., Popova E.S., Lipovitskaya I.N. Vliyanie temperaturnyh inversij na kontsentratsiyu primesej v prizemnom sloe vozduha nad Sankt-Peterburgom v 2006-2014 gg. [The influence of temperature inversions on the concentration of contaminants in the surface layer of atmosphere in St. Petersburg during the period of 2006-2014] // Scientific notes of RSHU. 2015. № 41. P. 149155. (In Russian)
10. Levin A.V. Algoritmy. Vvedenie v razrabotku i analiz [Algorithms. Introduction to elaboration and analysis]. M.: Williams, 2006. 576 p. (In Russian)
11. Morrison J. Sustainable development. UK, Profile Books, 2002. 370 p.
12. Ohrana okruzhayushhej sredy, prirodopolzovanie i obespechenie ekologicheskoj besopasnosti v 2014 godu [Environmental protection, nature management and ensuring environmental safety in 2014]. Review / Ed.: I.A. Serebritsky. SPb., 2015. 404 p. (In Russian)
13. Rukovodstvo po prognozu zagryazneniya vozduha [Guide to forecast of air pollution]. Rukovodyashchiy document RD 52.04.306-92.SPb.: Gidrometeoizdat, 1993. (In Russian)
14. Sonkin L.R. Sinoptiko-statisticheskij analiz I kratkosrochnyj prognoz zagryazneniya atmosfery [Synoptic-statistical analysis and short-term forecast of pollution of the atmosphere]. Leningrad: Gidrometeoizdat, 1991. 223 p. (In Russian)
15. Sostoyanie zagryazneniya atmosfernogo vozduha gorodov na territorii deyatelnosti FGBU «Severo-Zapadnoe UGMS» za 2014 g. Ezhegodnik [2014 state of air pollution in cities within the area of the FSBI «Northwest Department of Hydrometeorology and environmental monitoring» activities. Yearbook] / Ed.: A.A. Lukovskoy; FSBI «Northwest Department of Hydrometeorology and environmental monitoring». SPb., 2015. 165 p. (In Russian)
16. Teoriya statistiki. Uchebnik [Theory of statistics: Textbook] / Ed. R.A. Shmoilovoy. 4-е ed., revised and additional. M.: Finance and Statistics, 2003. 656 p. (In Russian)
Review
For citations:
Andreeva E.S., Lazareva E.O., Lipovitskaya I.N. THE FORECAST OF AIR POLLUTION LEVELS IN ST. PETERSBURG USING A DECISION-MAKING ALGORITHM. Vestnik Moskovskogo universiteta. Seriya 5, Geografiya. 2019;(2):55-60. (In Russ.)
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