MULTIVARIATE REGRESSION MODEL OF THE PROCESSES OF DETOXIFICATION OF SOIL IN THE CONDITIONS OF EMERGENCY SITUATIONS AT OIL AND GAS FACILITIES

Tarantsev A A; Ivahnuk G K; Pyatin D V; Ivanov A V

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MULTIVARIATE REGRESSION MODEL OF THE PROCESSES OF DETOXIFICATION OF SOIL IN THE CONDITIONS OF EMERGENCY SITUATIONS AT OIL AND GAS FACILITIES

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MULTIVARIATE REGRESSION MODEL OF THE PROCESSES OF DETOXIFICATION OF SOIL IN THE CONDITIONS OF EMERGENCY SITUATIONS AT OIL AND GAS FACILITIES

Journal: PROBLEMS OF RISK MANAGEMENT IN THE TECHNOSPHERE Volume 2016 № 4 , 2016

Rubrics: FIRE AND INDUSTRIAL SAFETY

Tarantsev A A ¹

Ivahnuk G K ²

Pyatin D V ³

Ivanov A V ⁴

Author and publication information

Authors:

1. Saint-Petersburg university of State fire service of EMERCOM of Russia

2. Saint-Petersburg university of State fire service of EMERCOM of Russia

3. Saint-Petersburg university of State fire service of EMERCOM of Russia

4. Saint-Petersburg university of State fire service of EMERCOM of Russia

Type:

Article

Pages:

from 34 to 42

Status:

Published

Received:

12.12.2016

Accepted:

20.12.2016

Published:

25.12.2016

Language:

Russian

Keywords:

detoxification, soil, regression analysis, neural network modeling method

Abstract and keywords

Abstract (English):
We investigated the influence of various physical and chemical factors on the process of detoxification of soil by the methods of regression analysis and neural network modeling.

Keywords:
detoxification, soil, regression analysis, neural network modeling method

References

1. Drugov Yu.S., Rodin A.A. Analiz zagryaznennoy pochvy i opasnyh othodov. Prakticheskoe rukovodstvo. M.: Izd-vo «Binom», 2011.

2. Nikolaeva N. Fitoremediaciya kak sovremennyy i effektivnyy sposob ochistki pochvy. Poisk rasteniy-giperakkumulyatorov. M.: Izd-vo «Kniga po trebovaniyu», 2011.

3. Himiya zagryaznyayuschih veschestv i ekologiya / V.N. Vernigorova [i dr.]. M.: Izd-vo «PALEOTIP», 2005.

4. Ivanov A.V., Ivahnyuk G.K., Pyatin D.V. Opredelenie fiziko-himicheskih svoystv modificirovannyh vodnyh rastvorov dlya upravleniya processom detotksikacii pochv v usloviyah chrezvychaynyh situaciy na ob'ektah neftegazovogo kompleksa // Problemy upravleniya riskami v tehnosfere. 2015. № 1 (33). S. 29-36.

5. Sposob i ustroystvo upravleniya fiziko-himicheskimi processami v veschestve i na granice razdela faz: pat. Ros. Federaciya 2479005. URL: http://www.freepatent.ru/patents/ 2479005 (data obrascheniya: 05.04.2016).

6. Khajeh M. Artificial Neural Network Approach for Modeling Cobalt Extraction from Biological and Water Samples by Magnetic Nanoparticles // Journal of Applied Spectroscopy. 2013. T. 80. №. 3. S. 403-413.

7. Evaluation of plant availability of soil trace metals by chemical fractionation and multiple regression analysis / J. Qian [et al.] // Environmental Pollution. 1996. T. 91. №. 3. S. 309-315.

8. Linnik Yu.V. Metod naimen'shih kvadratov i osnovy teorii obrabotki nablyudeniy. 2-e izd. M.: Fizmatgiz, 1962.

9. Nalimov V.V., Chernova N.A. Statisticheskie metody planirovaniya ekstremal'nyh eksperimentov. M.: Nauka, 1965.

10. Bol'shev L.N., Smirnov N.V. Tablicy matematicheskoy statistiki. M.: Nauka, 1983.

11. Kritenko M.I., Tarancev A.A., Schebarov Yu.G. Ocenka znachimosti faktorov pri ih kompleksnom vozdeystvii na sistemu // Izvestiya RAN. Avtomatika i telemehanika. 1995. № 10.

12. Ventcel' E.S. Teoriya veroyatnostey. 5-e izd., stereotip. M.: Vyssh. shk., 1998.

13. Kurina I.A., Tarancev A.A. Podhody k ocenke sostoyaniya pri mnogofaktornom vozdeystvii // Izvestiya RAN. Teoriya i sistemy upravleniya. 1997. № 2.

14. Borovikov V.P. Neyronnye seti. StatisticaNeuralNetworks. Metodologiya i tehnologii sovremennogo analiza dannyh. 2-e izd. M.: Goryachaya liniya - Telekom, 2008.

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