Kalinkina N., Korosov A., Syarki M. For creating an expert system of Lake Onega: optimization of monitoring the state of the ecosystem on zooplankton indicators // Principy èkologii. 2017. № 1. P. 117‒132. DOI: 10.15393/j1.art.2017.5864

Issue № 1

Methods of ecological investigations

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For creating an expert system of Lake Onega: optimization of monitoring the state of the ecosystem on zooplankton indicators

Adler Yu. P. Makarova E. V. Granovskiy Yu. V. Planning expriment in seaching optimal conditions. M.: Nauka, 1976. 280 p.

Babushkin E. When discriminant analysis is preferred to logical regression, Blog pro HR-analitiku. URL: http://edwvb.blogspot.ru/2014/02/chem-diskriminantnyjj-analiz-predpochtitelnyjj-logisticheskojj-regressii.html (data obrascheniya 26.05.2016).

Bazhenov D. Classification using the method of maximum entropy. URL: http://bazhenov.me/blog/2013/04/23/maximum-entropy-classifier.html (data obrascheniya 26.05.2016).

Bazhenov D. Naïve Bayes classificator. URL: http://bazhenov.me/blog/2012/06/11/naive-bayes.html (data obrascheniya 26.05.2016a).

Biogeochemical criteria of Lake Onega ecosistem condition and its sustainability to anthropogenic impact: Otchet o nauchno-issledovatel'skoy rabote IVPS KarNC RAN. No. gop. registracii 01201362240. Petrozavodsk, 2016. 267 p.

Chuharev A. L. Development of expert system Lakes of Karelia, Vodnaya sreda i prirodno-territorial'nye kompleksy: issledovanie, ispol'zovanie, ohrana: Materialy IV Shkoly-konferencii molodyh uchenyh s mezhdunarodnym uchastiem (26–28 avgusta 2011 g.). Petrozavodsk: Karel'skiy nauchnyy centr RAN, 2011. C. 261–262.

Complex gydrochemical and biological investigation of water quality and the condition of water wet-land ecosistems: Metod. rukovodstvo. Ch. 1. Polevye issledovaniya, Pod red. T. I. Moiseenko. Tyumen': Izd-vo Tyumenskogo gop. un-ta, 2011. 128 p.

Ekimov D., Kaikkonen V., Mäkynen A. Using digital holographic microscopy for 4D tracking of colloid particles. The XII International Conference on Laser Applications in Life Sciences, LALS, June 9–11, 2010, Oulu, Finland, in Proc. SPIE 7376, 737615 (2010). DOI: 10.1117/12.871449.

ESA. Climate change initiative. URL: http://www.esa-sst-cci.org/?q=node/134 (data obrascheniya 26.05.2016).

Filatov N. N. Ruhovec L. A. Nazarova L. E. Georgiev A. P. Efremova T. V. Pal'shin N. I. Climat influence on ecosystems in lakes of the North of European part of Russia, Uchenye zapiski Rossiyskogo gosudarstvennogo gidrometeorologicheskogo instituta. No. 34. SPb.: RGGMU, 2014. P. 49–55.

GRHSST. Group for High Resolution Sea Surface Temperature. URL: https://www.ghrsst.org/products-and-services/historical-data-2a/ (data obrascheniya 26.05.2016).

Geoecological regularities of sustainable functioning of large lakes and water-bodies in the north-west of Russia: Otchet o nauchno-issledovatel'skoy rabote IVPS KarNC RAN. T. 2. No. gop. registracii 01201001300. Petrozavodsk, 2012. 489 p.

Gubler E. V. Computating methods of analysis and recognition of pathologic processes. L.: Medicina, Leningradskoe otd-nie, 1978. 296 p.

Ipatov A. A. Bahmet I. N. Ekimov D. A. Kuldin N. A. Automatic sistem of early announcement in water-bodies and its approbation, Trudy Karel'skogo nauchnogo centra Rossiyskoy akademii nauk. 2015. No. 12. P. 80–86.

Java. URL: https://java.com/ (data obrascheniya 26.05.2016).

Jurka T. P., Tsuruoka Y. Low-memory Multinomial Logistic Regression with Support for Text Classification. 1.3.3.1. 2013. 13 p. URL: http://127.0.0.1:22282/library/maxent/html/00Index.html (data obrascheniya 26.05.2016).

Kalinkina N. M. Sidorova A. I. Polyakova T. N. Belkina N. A. Berezina N. A. Litvinova I. A. Reducing the number of deep-water macrozoobentos in Lake Onega in the conditions of multifactor impact, Principy ekologii. 2016. T. 5. No. 2. P. 47–68. DOI: 10.15393/j1.art.2016.5182.

Korosov A. V. Korosov A. A. Technology of introduction to GIS: application in ecology. Petrozavodsk: Izd-vo PetrGU, 2006. 186 p.

Korosov A. V. Zorina A. A. Ecological application of Quantum GIS. Petrozavodsk: Izd-vo PetrGU, 2016. 210 p.

Korosov A. V. Simulation in the MS Excel environment (by examples from ecology). Petrozavodsk, 2002. 212 p.

Kostina N. V. Rozenberg G. S. Shitikov V. K. Expert system of ecological condition of the large river basin, Izvestiya Samarskogo NC RAN. 2003. T. 5. No. 2. P. 284–294.

Kostina N. V. Informetion system Region: 25 years of development and practiсe, Izvestiya Samarskogo nauchnogo centra RAN. 2015. T. 17. No. 4. P. 115–124.

Kruglov V. V., Dli M. I., Golunov R. Yu. Nechetkaya logika i iskusstvennye neyronnye seti. M.: FIZMATLIT, 2001. 201p.

Kulikova T. P. Kustovlyankina H. B. Syarki M. T. Zooplancton a a component of Lake Onega ecosystem. Petrozavodsk, 1997. 112 p.

Kulikova T. P. Syarki M. T. Influence of anthropogenic euthrofication on zooplancton distribution in Kondopozhsraya bay of Lake Onega, Vodnye resursy. 2004. T. 31. No. 1. P. 91–97.

Kulikova T. P. Zooplankton of the Great Onego Lake and its productivity, Limnologicheskie issledovaniya na zalive Onezhskogo ozera Bol'shoe Onego. L.: Nauka, 1982. C. 130–155.

Largest lakes-water reserves in the north-west of European part of Russia: present condition and ecosystem changes at climatic and anthropogenic impacts. Petrozavodsk: Karel'skiy nauchnyy centr RAN, 2015. 375 p.

Leonov V. P. Logistic regression in medicine and biology, Biometrika. URL: www.biometrica.tomsk.ru/logit_1.htm (data obrascheniya 26.05.2016).

Litvinova I. A. Korosov A. V. Simulation modeling of wastewater distribution in the KPPMK in the Kondopoga Bay of Lake Onega, Antropogennoe vozdeystvie na prirodu Severa i ego ekologicheskie posledstviya, Vserop. sovesch. i vyezdnaya nauchnaya sessiya. Apatity, 22-25 iyunya 1998 g. Atapity, 1998. P. 116-118.

Mastickiy S. E. Shitikov V. K. Statistic analysis and vizualization of data using R.. 2014. URL: http://r-analytics.blogspot.com (data obrascheniya 26.05.2016).

Menshutkin V. V. Filatov N. N. Potahin M. S. Development of expert system «Lakes of Karelia», Vodnye resursy. 2009. T. 36. No. 2. C. 160–171.

Menshutkin V. V. Filatov N. N. Potahin M. S. Development of expert system: Lakes of Karelia, Vodnye resursy. 2009a. T. 36. No. 3. C. 300–311.

Muradov D. A. Logit-regression models of prognozing enterprize banroptcy, Trudy RGU nefti i gaza im. I. M. Gubkina. 2011. No. 3 (264). P. 160–172.

Paklin N. Fuzzi logic – matematical fundamentals, BaseGroup Labs. URL: https://basegroup.ru/community/articles/fuzzylogic-math (data obrascheniya 26.05.2016).

Paklin N. Matematical fundamentals of fuzzy logic, Nauchnaya biblioteka po fizike i novym tehnologiyam. URL: http://bourabai.ru/tpoi/fuzzy.htm#5 (data obrascheniya 26.05.2016).

Plymouth marine laboratory. URL: https://www.oceancolour.org/portal/ (data obrascheniya 26.05.2016).

Ray S. 6 Easy Steps to Learn Naive Bayes Algorithm (with code in Python), Analytics Vidhya. URL: https://www.analyticsvidhya.com/blog/2015/09/naive-bayes-explained/?utm_source=FBPage&utm_medium=Social&utm_campaign=150914 (data obrascheniya 26.05.2016).

Rayli G. Expert sistems: principles of development and programming. M.: OOO «I. D. Vil'yams», 2007. 1152 p.

Saati T. Kerns K. Analitical planning. System organization. M.: Radio i svyaz', 1991. 224 p.

Shitikov V. K. Rozenberg G. S. Zinchenko T. D. Quantitative hydroecology: methods of systemic identification. Tol'yatti: IEVB RAN, 2003. 463 p. URL: http://www.ievbras.ru/ecostat/Kiril/Library/Book1/Content0/Content0.htm (data obrascheniya 26.05.2016).

Shitikov V. K. , Mastickiy P. E. Klassifikaciya, regressiya i drugie algoritmy Data Mining s ispol'zovaniem R.Elektronnaya kniga. 2017. 351 p. URL: https://github.com/ranalytics/data-mining (data obrascheniya 23.03.2017).

Shuriga L. Six simple steps of acquisition of naïve Bayes algorithm, DataReview. URL: http://datareview.info/article/6-prostyih-shagov-dlya-osvoeniya-naivnogo-bayesovskogo-algoritma-s-primerom-koda-na-python/ (data obrascheniya 26.05.2016).

Syarki M. T. Chistyakov S. P. On the application of the method of orthogonal distances for modelling seasonal dynamics of plancton in Lake Onega, Ekologiya. 2013. No. 3. P. 234–236.

Syarki M. T. Fomina Yu. Yu. Features of seasonal phenomena in zooplancton in Petrozavodskaya bay of Lake Onega, Principy ekologii. 2014. T. 3. No. 3. P. 36–43. DOI: 10.15393/j1.art.2014.3682.

Syarki M. T. Kulikova T. P. Zooplancton of Lake Onega. Database. Reg. nomer 2012621150 (9/11/2012). Pravoobladatel' Federal'noe gosudarstvennoe byudzhetnoe uchrezhdenie nauki Institut vodnyh problem Severa Karel'skogo nauchnogo centra RAN (IVPS KarNC RAN) (RU).

Syarki M. T. Assessment of Lake Onega ecosystem condition on hydrologic indicators and susceptibility functioning water communities, Krupneyshie ozera-vodohranilischa severo-zapada evropeyskoy territorii Rossii. Sovremennoe sostoyanie i izmeneniya ekosistem pri klimaticheskih i antropogennyh vozdeystviyah. Petrozavodsk: Karel'skiy nauchnyy centr RAN, 2015. P. 121–127.

Syarki M. T. Assessment of fish productivity on the condition of food supply, Biologicheskie resursy Onezhskogo ozera. Petrozavodsk, 2008. P. 54–67.

Syarki M. T. How long is the summer for zooplancton in Lake Onega?, Principy ekologii. 2013. No. 4. P. 70–75. DOI: 10.15393/j1.art.2013.2781.

Syarki M. T. Zooplancton. Lake Onega. Atlas, Otv. red. N. N. Filatov. Petrozavodsk: Karel'skiy nauchnyy centr RAN, 2010. P. 117–119.

Taunsend K. Foht D. Design and software implementation of expert systems on personal computers. M.: Finansy i statistika, 1990. 320 p.

Technology of complex hydrochemical and biological investigation of water quality and wet-land ecosystems, Pod. red. T. I. Moiseenko. Tyumen': Izd-vo Tyumenskogo gop. un-ta, 2011. P. 63.

The R Project for Statistical Computing. URL: https://www.r-project.org/ (data obrascheniya 26.05.2016).

The Volga basin. Sustainable development: experience, problems, prospects, Pod red. G. P. Rozenberga. M.: Institut ustoychivogo razvi­tiya Obschestvennoy palaty Rossiyskoy Federacii; Centr ekologi­cheskoy politiki Rossii, 2011. 104 p.

Zooplankton of Onega Lake. L.: Nauka, 1972. 327 p.

iMICROTEC. URL: http://www.imicrotec.com/ (data obrascheniya 26.05.2016).