System of analytical algorithms for digital transformation of environmental monitoring data

Authors

  • Dmitrii V. Ivanov Research Institute for Problems of Ecology and Mineral Wealth Use of Tatarstan Academy of Sciences
  • Vsevolod S. Valiev Research Institute for Problems of Ecology and Mineral Wealth Use of Tatarstan Academy of Sciences
  • Denis E. Shamaev Research Institute for Problems of Ecology and Mineral Wealth Use of Tatarstan Academy of Sciences
  • Rustam R. Khasanov Research Institute for Problems of Ecology and Mineral Wealth Use of Tatarstan Academy of Sciences

DOI:

https://doi.org/10.24852/2411-7374.2022.3.21.29

Keywords:

monitoring, water and sediments quality, pollution indices, digitalization

Abstract

The article presents a system for digital transformation of monitoring data, which allows automatically calculating specific combinatorial indices of water and sediments pollution and obtaining their generalized estimates, indicating priority pollutants and the most polluted environments. The study is aimed at ensuring the introduction of modern algorithms for processing continuous data streams on the content of pollutants in the environment into the environmental monitoring system.

References

Valiev V.S., Ivanov D.V., Shagidullin R.R., Hasanov R.R., Shamaev D.E., Mustafina L.K., Shurmina N.V., Bogdanova O.A. Veroyatnostnaya ocenka zagryazneniya poverhnostnyh vod (na primere reki Kazanka) [Probabilistic assessment of surface water pollution (using the example of the Kazanka River)] // Voda: himiya i ekologiya [Water: chemistry and ecology]. 2019. No 1‒2. P. 69‒76.

Valiev V.S., Khasanov R.R., Shamaev D.E. Avtomatizaciya obrabotki pervichnyh dannyh monitoringa kachestva vod i donnyh otlozhenij poverhnostnyh vodnyh ob"ektov [Automation of processing of primary data for monitoring the quality of waters and bottom sediments of surface water bodies] // Rossijskij zhurnal prikladnoj ekologii [Russian journal of applied ecology]. 2021a. №3. P. 30‒35. DOI: 10.24852/2411-7374.2021.3.30.35.

Valiev V.S., Shamaev D.E., Ivanov D.V. Veroyatnostnye podhody k ocenke zagryaznennosti poverhnostnyh vod [Probabilistic approaches to the assessment of surface water pollution] // Rossijskij zhurnal prikladnoj ekologii [Russian journal of applied ecology]. 2021b. №3. P. 36‒42. DOI: 10.24852/2411-7374.2021.3.36.42.

Ivanov D.V. Donnye otlozheniya ozera Srednij Kaban goroda Kazani [Sediments of the Sredniy Kaban lake in the city of Kazan] // Georesursy [Georesources]. 2012. No 7(49). P. 18‒23.

Ivanov D.V., Valiev V.S., Ziganshin I.I., Shamaev D.E., Hasanov R.R., Marasov A.A., Malanin V.V., Bogdanova O.A. Donnye otlozheniya Melekesskogo zaliva Nizhnekamskogo vodohranilishcha [Sediments of the Melekessky Bay of the Nizhnekamsk Reservoir] // Rossijskij zhurnal prikladnoj ekologii [Russian journal of applied ecology]. 2020. No 4. P. 10‒18. DOI: 10.24411/24411-7374-2020-10029.

Nikanorov A.M., Emel'yanova V.P. Kompleksnaya ocenka kachestva poverhnostnyh vod sushi [Comprehensive assessment of the surface water quality] // Vodnye resursy [Water resources]. 2005. Vol. 32, No 1. P. 61‒69.

Regional'nye normativy «Fonovoe soderzhanie nefteproduktov v donnyh otlozheniyah poverhnostnyh vodnyh ob"ektov Respubliki Tatarstan» (utv. Prikazom Ministerstva ekologii i prirodnyh resursov RT 20.02.2020) [Regional standards «Background content of heavy metals in sediments of surface water bodies of the Republic of Tatarstan» (Approved by the Order of the Ministry of ecology and natural resources of the Republic of Tatarstan dated 20.02.2020)]

Regional'nye normativy «Fonovoe soderzhanie tyazhelyh metallov v donnyh otlozheniyah poverhnostnyh vodnyh ob"ektov Respubliki Tatarstan» (utv. Prikazom Ministerstva ekologii i prirodnyh resursov RT 27.03.2019). [Regional standards Background content of heavy metals in bottom sediments of surface water bodies of the Republic of Tatarstan (Approved by the order of the Ministry of ecology and natural resources of the Republic of Tatarstan dated 27.03.2019)].

RD 52.24.643‒2002. Metod kompleksnoj ocenki stepeni zagryaznennosti poverhnostnyh vod po gidrohimicheskim pokazatelyam [A method of complex assessment of the degree of contamination of surface waters by hydrochemical indicators].

Shagidullin R.R., Latypova V.Z., Tarasov O.Yu., Nikitin O.V., Yakovleva O.G., Ivanov D.V., Petrov A.M., Shagidullina R.A., Krapivina N.Yu., Yuranec-Luzhaeva R.Ch. Prirodnye i antropogennye faktory formirovaniya kachestva vody ozera Srednij Kaban g. Kazani [Natural and anthropogenic factors in the formation of water quality in the Sredny Kaban Lake, Kazan] // Georesursy [Georesources]. 2012. No 7(49). P. 11‒17.

Downloads

Published

2022-09-30

How to Cite

Ivanov, D. V., Valiev, V. S., Shamaev, D. E. ., & Khasanov, R. R. (2022). System of analytical algorithms for digital transformation of environmental monitoring data. Russian Journal of Applied Ecology, (3), 20–28. https://doi.org/10.24852/2411-7374.2022.3.21.29

Issue

No. 3 (2022)

Section

Hydroecology

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Most read articles by the same author(s)

1 2 3 4 > >>