Abstract
Taking into account the global world trends in the development of digital technologies and their diffusion into the economic and social space, it is proposed to use indicators of social interest in ecological matters (environmental responsibility and environmental concerns) for the population of Russian regions. An original approach to the estimation of these indicators according to the online activity of the population was proposed. It was found out that the data on the number, prevalence and dynamics of search queries for keywords related to environmental pollution, cleanliness of water and air, reflect the degree of responsibility and concern of the population with the environmental situation in the region and can be considered as an indirect indicator of environmental ill-being. Dependencies have been established between indicators of environmental interest and environmental monitoring data.
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- 1.
The CALFED Bay-Delta Program, also known as CALFED, is a department within the government of California, administered under the California Resources Agency.
References
Angelstam, P., Andersson, K., et al.: Solving problems in social-ecological systems: definition, practice and barriers of transdisciplinary research. Ambio 42(2), 254–265 (2013). https://doi.org/10.1007/s13280-012-0372-4
Arias-Arévalo, P., Martín-López, B., Gómez-Baggethun, E.: Exploring intrinsic, instrumental, and relational values for sustainable management of social-ecological systems. Ecol. Soc. 22(4), 43 (2017). https://doi.org/10.5751/ES-09812-220443
Armitage, D., Béné, C., Charles, A.T., Johnson, D., Allison, E.H.: The interplay of well-being and resilience in applying a social-ecological perspective. Ecol. Soc. 17(4), 15 (2012). https://doi.org/10.5751/ES-04940-170415
Askitas, N., Klaus, F.: Zimmermann Google econometrics and unemployment forecasting. Appl. Econ. Q. 55(2), 107–120 (2009)
Barnes, M.L., Bodin, Ö., Guerrero, A.M., McAllister, R.J., Alexander, S.M., Robins, G.: The social structural foundations of adaptation and transformation in social–ecological systems. Ecol. Soc. 22(4), 16 (2017). https://doi.org/10.5751/ES-09769-220416
Becerra, G., Amozurrutia, J.A.: Rolando García’s “Complex Systems Theory” and its relevance to sociocybernetics. J. Sociocybernetics 13(15), 18–30 (2015)
Bershadskaya, L., Chugunov, A., Trutnev, D.: Information society development in Russia: measuring progress and gaps. In: Proceedings of the 2014 Conference on Electronic Governance and Open Society: Challenges in Eurasia, EGOSE 2014, pp. 7–13. ACM, New York (2014)
Booher, D.E., Innes, J.E.: Governance for resilience: CALFED as a complex adaptive network for resource management. Ecol. Soc. 15(3), 35 (2010). http://www.ecologyandsociety.org/vol15/iss3/art35/
Bookchin, M.: Social Ecology and Communalism, 136 p. AK Press, Oakland (2007)
Bordino, I., Battiston, S., Caldarelli, G., Cristelli, M., et al.: Web search queries can predict stock market volumes. PLoS ONE 7(7), e40014 (2012). http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0040014
Brockhaus, M., Di Gregorio, M.: National REDD + policy networks: from cooperation to conflict. Ecol. Soc. 19(4), 14 (2014). https://doi.org/10.5751/ES-06643-190414
Central Baltic Programme 2014–2020 project database. http://database.centralbaltic.eu/stats
Chugunov, Andrei V., Bolgov, R., Kabanov, Y., Kampis, G., Wimmer, M. (eds.): DTGS 2016. CCIS, vol. 674. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-49700-6
Costs for environmental protection as a percentage of GDP. In: EMISS. https://fedstat.ru/indicator/57339
Cumming, Graeme S.: Theoretical frameworks for the analysis of social–ecological systems. In: Sakai, S., Umetsu, C. (eds.) Social-Ecological Systems in Transition. GES, pp. 3–24. Springer, Tokyo (2014). https://doi.org/10.1007/978-4-431-54910-9_1
Curme, Ch., Preis, To., H. Stanley, E., Moat, H.S.: Quantifying the semantics of search behavior before stock market moves. Proc. Natl. Acad. Sci. USA. 111(32), 11600–11605 (2013)
Ecological situation in Russia: monitoring. Press Release No. 3430. https://wciom.ru/index.php?id=236&uid=116333. (in Russian)
Ecology. Poll 19–22 May 2017/ Levada Center. https://www.levada.ru/2017/06/05/ekologiya/. (in Russian)
Alcamo, J., et al.: Ecosystems and human well-being: a framework for assessment/Millennium Ecosystem Assessment, 245 p. Island Press, Washington, D.C. (2003). Contributed by Bennett, E.M., et al.
Environmental problems of our time. https://ecoportal.info/category/ecoproblem/
Environmental tax revenues. In: Eurostat DataDatabase. http://appsso.eurostat.ec.europa.eu/nui/submitViewTableAction.do
Ettredge, M., Gerdes, J., Karuga, G.: Using web-based search data to predict macroeconomic statistics. Commun. ACM 48(11), 87–92 (2005)
Federal Law No. 96-FZ of 04.05.1999 (as amended on 13.07.2015) “On the Protection of Atmospheric Air”. http://www.consultant.ru/
FEE Annual Report 2016. https://static1.squarespace.com/static/550aa28ae4b0f34c8f787b74/t/591d6c0a59cc6827ccc15e9f/1495100465903/FEE_AnnualReport2016.pdf
Forum for ecologists. http://forum.integral.ru. (in Russian)
Ginsberg, J., Mohebbi, M.H., Patel, R.S., Brammer, L., et al.: Detecting influenza epidemics using search engine query data. Nature 457(7232), 1012–1014 (2009)
Goel, S., Hofman, J.M., Lahaie, S., Pennock, D.M., Duncan, J.: Watts predicting consumer behavior with Web search. Proc. Natl. Acad. Sci. U.S.A. 107(41), 17486–17490 (2010)
Gofman, K.G.: Economic mechanism of nature use in the transition to a market economy. Econ. Math. Methods 27(2), 315–321 (1991). (in Russian)
Gofman, K.G.: Transition to the market and the ecologization of the tax system in Russia. Econ. Math. Methods, 30(4) (1994)
Halliday, A., Glaser, M.: A Management Perspective on Social Ecological Systems: A generic system model and its application to a case study from Peru. Human Ecol. Rev. 18(1), 1–18 (2011). http://www.humanecologyreview.org/pastissues/her181/halliday.pdf
Hauck, J., Schmidt, J., Werner, A.: Using social network analysis to identify key stakeholders in agricultural biodiversity governance and related land-use decisions at regional and local level. Ecol. Soc. 21(2), 49 (2016). https://doi.org/10.5751/ES-08596-210249
Hermans, L.M.: Exploring the promise of actor analysis for environmental policy analysis: lessons from four cases in water resources management. Ecol. Soc. 13(1), 21 (2008). http://www.ecologyandsociety.org/vol13/iss1/art21/
International Society of Ecological Economics (ISEE). http://www.isecoeco.org
Kabanov Yu., Sungurov A.: E-Government development factors: evidence from the Russian regions. digital transformation and global society. In: First International Conference, DTGS 2016, St. Petersburg, Russia, June 22–24, 2016, Revised Selected Papers. Chugunov, A.V., Bulgov, R., Kabanov, Y., Kampis, G., Wimmer, M. (Eds.), pp. 85–96 (2016)
Kabanov, Y., Romanov, B.: Interaction between the internet and the political regime: an empirical study (1995–2015). In: Alexandrov, Daniel A., Boukhanovsky, Alexander V., Chugunov, Andrei V., Kabanov, Y., Koltsova, O. (eds.) DTGS 2017. CCIS, vol. 745, pp. 282–291. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-69784-0_24
Kristoufek, L.: Can Google Trends search queries contribute to risk diversification? Sci. Rep. 3, 2713 (2013)
Krivosheyeva, Ye.S.: On the way to ecological consciousness. Bull. Krasnoyarsk State Agrarian University, 1, 177–183 (2010). (in Russian)
Leontiev, V., Ford, D.: Interbranch analysis of the impact of the structure of the economy on the environment. Econ. Math. Methods, Vol. VIII, 3, 370–400 (1972). (in Russian)
Leontiev, V.: Impact on the environment and economic structure: the “input-output” approach. In: Economic Essays, pp. 318–339. Politizdat, Moscow (1990) (in Russian)
Mancilla, R.G.: Introduction to Sociocybernetics (Part 1): Third order cybernetics and a basic framework for society. J. Sociocybernetics 9(1/2), 35–56 (2011)
Mancilla, R.G.: Introduction to Sociocybernetics (Part 2): Power. Cult. Inst. J. Sociocybernetics 10(1/2), 45–71 (2012)
Mancilla, R.G.: Introduction to Sociocybernetics (Part 3): Fourth Order Cybernetics. J. Sociocybernetics 11(1/2), 47–73 (2013)
McGinnis, M.D., Ostrom, E.: Social-ecological system framework: initial changes and continuing challenges. Ecol. Soc. 19(2), 30 (2014). https://doi.org/10.5751/ES-06387-190230
Ministry of Ecology of Chelyabinsk region. http://www.mineco174.ru/
National map of environmental violations. https://ria.ru/ecomap/. (in Russian)
Ostrom, E.: A general framework for analyzing sustainability of social-ecological systems. Science 325, 419–422 (2009). https://doi.org/10.1126/science.1172133
Ostrom, E., Cox, M.: Moving beyond panaceas: a multi-tiered diagnostic approach for social-ecological analysis. Environ. Conserv. 37(4), 451–463 (2010). https://doi.org/10.1017/S0376892910000834
Rytov, G.L.: Concerning the necessity of ecological culture creation in mane and society. Izvestiya of the Samara Scientific Center of the Russian Academy of Sciences, 1(4), 776–779 (2009) (in Russian)
Sokolov, B., Yusupov, R., Verzilin, Dm., Sokolova, I., Ignatjev, M.: Methodological Basis of socio-cyber-physical systems structure-dynamics control and management. Digital Transformation and Global Society First International Conference, DTGS 2016, St. Petersburg, Russia, June 22–24, 2016, Revised Selected Papers. Chugunov, A.V., Bulgov, R., Kabanov, Y., Kampis, G., Wimmer, M. (Eds.), pp. 610–618 (2016)
State report “On the state and protection of the environment of the Russian Federation in 2016”: Ministry of Natural Resources of Russia; NIA-Nature. 760 p. (2017). (in Russian)
TEEB: The Economics of Ecosystems and Biodiversity Ecological and Economic Foundations. Ed. by Kumar, P.: Earthscan, London and Washington. 456 p (2010)
TEEB: The economics of ecosystems and biodiversity in local and regional policy and management. Ed. by Wittmer, H., Gundimeda, H.: Routledge, 384 p. (2012)
Temporary sample methodology for determining the economic efficiency of implementing environmental measures and assessing economic damage caused to the national economy by environmental pollution. Approved by the decision of the State Planning Committee of the USSR, Gosstroy USSR and the Presidium of the USSR Academy of Sciences on October 21, 1983 No. 254/284/134. Economics (1986). (in Russian)
The ECA initiative (interregional non-governmental organization). http://ecamir.ru/O-dvizhenii-EKA.html. (in Russian)
The Forum of the Ecological Initiative of Russia (2017). https://vk.com/ecoforum2017. (in Russian)
The Foundation for Environmental Education (FEE) is officially registered as a charity in England (registered charity number 1148274) under the address 74. http://www.greenkey.global/join-fee/
The interactive project “Landfill Map”. http://www.kartasvalok.ru/request/171102-558
The network of initiative groups “Musora.Bolshe.Net”. http://musora.bolshe.net/page/main.html (in Russian)
The State Program of the Russian Federation “Environmental Protection” for 2012–2020: Approved by Resolution of the Government of the Russian Federation of April 15, 2014 No. 326. http://programs.gov.ru/Portal/programs/passport/12. (in Russian)
Thematic maps on the environmental situation in St. Petersburg. http://gov.spb.ru/gov/otrasl/ecology/maps/. (in Russian)
Tobeyev, A.M.: The concept of ecological consciousness/Toboev A.I. The concept of ecological consciousness. Bullet. Omsk State Pedagogical University. Humanit. Res. 3(7). 23–26 (2015). (in Russian)
Transforming the economy: sustaining food, water, energy and justice: 2016 ISEE Conference/International Society of Ecological Economics (ISEE) Conference. (2016). http://www.isecoeco.org/isee-2016-conference/
Uhl, C.: Developing ecological consciousness: paths to a sustainable future, 288 p. Published March 14th 2013 by Rowman & Littlefield Publishers (2013). ISBN 1442218312
United Nations Environment Programme. https://www.unenvironment.org/explore-topics/environment-under-review/why-does-environment-under-review-matter
Veretennikov, N.Ya.: Globalization of environmental consciousness. In: Proceedings of the Saratov University. New episode. Series Philosophy. Psychology. Pedagogy. 14(2), 11–15 (2014). (in Russian)
Versilin D.N., Maksimova T.G., Antokhin Yu.N.: Development of digital technologies for multicriteria estimation of the state of ecological and economic objects. In: Statistics in the digital economy: teaching and use: materials of the international scientific and practical conference (St. Petersburg, 1–2 February 2018). SPb.: Publishing house SPbSEU. pp. 176–177 (2018). (in Russian)
Verzilin, D., Maximova, T., Sokolova, I.: Online socioeconomic activity in Russia: patterns of dynamics and regional diversity. In: Alexandrov, Daniel A., Boukhanovsky, Alexander V., Chugunov, Andrei V., Kabanov, Y., Koltsova, O. (eds.) DTGS 2017. CCIS, vol. 745, pp. 55–69. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-69784-0_5
Verzilin, D.N., Maksimova, T.G., Antokhin, Yu.N.: Socio-economic and ecological indicators of the state of ecological and economic objects: genesis and development. In: Society: Politics, Economics, Law 2017. 12 (2017). http://www.dom-hors.ru/vipusk-12-2017-obshchestvo-politika-ekonomika-pravo/. (in Russian)
Vidiasova, L., Chugunov, A.: eGov Services’ consumers in the process of innovations’ diffusion: the case from St. Petersburg. In: Alexandrov, Daniel A., Boukhanovsky, Alexander V., Chugunov, Andrei V., Kabanov, Y., Koltsova, O. (eds.) DTGS 2017. CCIS, vol. 745, pp. 199–208. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-69784-0_17
What in the environmental situation is most worried about people? And are they ready for ecological behavior?/Group of Companies Foundation Public Opinion. http://fom.ru/Obraz-zhizni/13693. (in Russian)
Zagutin, D.S., Nagnibeda B.A., Samygin, S.I.: Problems of development of social ecology in the aspect of ensuring industrial safety. In: Humanitarian, socio-economic and social sciences (2017). (in Russian)
Acknowledgments
The research described in this paper is partially supported by the Russian Foundation for Basic Research (grants 15-08-08459, 16-07-00779, 17-08-00797, 17-06-00108), Russian Humanitarian Found (grants 15-04-00400), state research 0073–2018–0003, Vladimir Potanin Charitable Foundation grant GSGK-37/18.
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Verzilin, D., Maximova, T., Antokhin, Y., Sokolova, I. (2018). Measurement of Public Interest in Ecological Matters Through Online Activity and Environmental Monitoring. In: Alexandrov, D., Boukhanovsky, A., Chugunov, A., Kabanov, Y., Koltsova, O. (eds) Digital Transformation and Global Society. DTGS 2018. Communications in Computer and Information Science, vol 858. Springer, Cham. https://doi.org/10.1007/978-3-030-02843-5_11
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