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Linear Regression Models Used for the Description of Long-Term Epizootic Process in Tuvinian Natural Plague Focus (Karginsk Mezofocus)

https://doi.org/10.21055/0370-1069-2012-1(111)-43-47

Abstract

The results of modeling showed the dependence of epizootic activity in Tuvinian natural plague focus on climatic conditions (average monthly amount of precipitations in the current year and the preceding four years and temperatures in the current and the preceding three years). The multiple linear regression models were used to predict the activity of zoonosis development within a year. The models obtained by means of stepwise regression were most approximated to the natural zoonotic process. The amount of precipitations in winter months and temperature in spring and summer were of the greatest significance for epizootic activity.

About the Authors

N. A. Kol
Tuvinian Institute for Complex Exploration of Natural Resources, SB of the RAS
Russian Federation


A. F. Chul'dum
Tuvinian Institute for Complex Exploration of Natural Resources, SB of the RAS
Russian Federation


M. G. Rostovtsev
Tuvinian Plague Control Station
Russian Federation


Yu. A. Kalush
Tuvinian Institute for Complex Exploration of Natural Resources, SB of the RAS
Russian Federation


References

1. Aivazyan S.A. Bukhshtaber V.M., Enyukov I.S., Meshalkin L.D. [Applied Statistics: Classification and Reduction of Dimension]. M.: Finansy i Statistika; 1989. 256 p.

2. Dubyansky M.A., Ermilov A.P., Bogatyrev S.K. et al. [On the relation between meteorological conditions and plague epizootic in Kazakhstan]. Probl. Osobo Opasn. Infek. 1977; 5(57):24–9.

3. Dubyansky M.A., Kezhenbaev A., Stepanov V.M. et al. [Prognosis of Epizootic Plague Activity in Sub-Aral Area and Kyzyl Kum]. Nukus: Karakalpakstan; 1992. 240 p.

4. Dyuk V.A. [Computer Psychodiagnosis]. St. Petersburg: Bratstvo; 1994. 364 p.

5. Karimova T.Yu., Neronov V.M. [Natural Plague Foci of Palearctic]. M: Nauka; 2007. 199 p.

6. Kol N.A., Kalush Yu.A., Rostovtsev M.G., Chul’dum A.F., Mamash E.A. [Applying GIS-technologies to the spatial analysis of Karginsk mezo-focus of Tuva natural plague focus]. Geoinformatika. 2008; 3:11–6.

7. Kol N.A., Rostovtsev M.G., Chul’dum A.F. [Optimization of terms of epizootiological monitoring of Karginsk mezo-focus of Tuva natural plague focus]. Byullet. Vostoch. Sibirsk. Nauch. Tsentra SO RAMN. 2008; 6(64):25–9.

8. Lavrovsky A.A. [Periodic activity of natural plague foci and its causes. Effects of solar activity on the Earth’s atmosphere and bio- sphere]. M.: Nauka; 1971. P. 74–80.

9. Onishchenko G.G., Fedorov Yu.M., Kutyrev V.V. et al. [Natural Plague Foci of Caucasus, Caspian Sea Region, Central Asia and Siberia]. M.: Meditsina; 2004. 192 p.

10. Rothschild E.V., Ermilov A.P., DanilenkoI.D., Postnikov G.V. [Long-term dynamics and weather dependence of plague epi- zootics among great gerbils in the North-Eastern Caspian Region]. Probl. Osobo Opasn. Infek.1970; 6:120–31.

11. Tikhnov A.N. [Mathematical model]. In: Bol’shaya Sovetskaya Entsiklopedia. M.: Sovetskaya Entsiklopedia; 1969–1978. 12. Hey J. [Introduction to Bayesian Statistical iIference Methods]. M.: Finansy i Statistica; 1987. 335 p.


Review

For citations:


Kol N.A., Chul'dum A.F., Rostovtsev M.G., Kalush Yu.A. Linear Regression Models Used for the Description of Long-Term Epizootic Process in Tuvinian Natural Plague Focus (Karginsk Mezofocus). Problems of Particularly Dangerous Infections. 2012;(1(111)):43-47. (In Russ.) https://doi.org/10.21055/0370-1069-2012-1(111)-43-47

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ISSN 0370-1069 (Print)
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