Prospects for digitalization of agriculture as a priority direction of import substitution
Vartanova M.L.1,2
, Drobot E.V.3
1 Российский государственный социальный университет
2 Московский психолого-социальный университет
3 Выборгский филиал Российской академии народного хозяйства и государственной службы при Президенте Российской Федерации
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Journal paper
Journal of International Economic Affairs (РИНЦ, ВАК)
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Volume 8, Number 1 (January-March 2018)
Indexed in Russian Science Citation Index: https://elibrary.ru/item.asp?id=32724644
Cited: 215 by 30.01.2024
Abstract:
The article analyzes peculiarities of introduction and development of effective digital technologies in Russian agriculture. We consider low productivity and high costs as key problems of the Russian agro-industrial complex. The authors also mark out perspective directions for digitalization of the agro-industrial complex.
Keywords: innovation, investment, competitiveness, infrastructure, production, modernization, monitoring, digital economy, innovative technologies, food security, automation, digital technologies, digitalization, digital agriculture
JEL-classification: Q16, Q13, L15, O33
References:
Aganbegyan A.G. (2017). Ustoychivyy rost selskogo khozyaystva i ego finansovoe obespechenie [Sustainable growth of agriculture and its financial provision]. Money and Credit. (7). 3–9. (in Russian).
Babkin A.V., Chistyakova O.V. (2017). Tsifrovaya ekonomika i ee vliyanie na konkurentosposobnost predprinimatelskikh struktur [Digital economy and its impact on the competitiveness of business structures]. Russian Journal of Entrepreneurship. (24). 4087−4102. (in Russian). doi: 10.18334/rp.18.24.38670.
Boyko I.P., Evnevich M.A., Kolyshkin A.V. (2017). Ekonomika predpriyatiya v tsifrovuyu epokhu [Enterprise economy in the digital age]. Russian Journal of Entrepreneurship. (7). 1127−1136. (in Russian). doi: 10.18334/rp.18.7.37769.
Degtyarev A.V. (2017). Rabota v "oblake" kak transformatsiya sotsialno-trudovyh otnosheniy v tsifrovoy ekonomike [Work in the "cloud" as a transformation of social and labor relations in the digital economy]. Creative economy. (2). 241−248. (in Russian). doi: 10.18334/ce.11.2.37647.
Dokholyan S.V., Vartanova M.L. (2017). Strategiya razvitiya agrarnoy sfery strany v usloviyakh zamescheniya importa tovarami otechestvennogo proizvodstva - osnova prodovolstvennoy bezopasnosti [Strategy for the development of country''s agrarian sector in terms of import substitution with domestic production is the basis for food security]. Russian Journal of Entrepreneurship. (12). 1877–1904. (in Russian). doi: 10.18334/rp.18.12.38047.
Drobot E.V. (2016). Osobennosti vneshneekonomicheskoy deyatelnosti Rossiyskoy Federatsii v usloviyakh sanktsionnoy politiki [Peculiarities of foreign economic activity of the Russian Federation in the context of sanctions policy]. Russian Journal of Entrepreneurship. (16). 1879–1902. (in Russian). doi: 10.18334/rp.17.16.36478.
Drobot E.V. (2017). Vliyanie sanktsionnyh voyn na razvitie vneshnetorgovyh otnosheniy Rossii i Finlyandii [Impact of sanctioning wars on the development of foreign trade relations between Russia and Finland]. Russian Journal of Entrepreneurship. (5). 815−830. (in Russian). doi: 10.18334/rp.18.5.37618.
Drobot E.V., Abrosimova A.S., Savitskaya K.S. (2017). Vliyanie sanktsiy na formirovanie Evraziyskogo ekonomicheskogo soyuza [Impact of sanctions on the formation of the Eurasian Economic Union]. Economic relations. (1). 55–64. (in Russian). doi: 10.18334/eo.7.1.37391.
Drobot E.V., Batarin I.V., Pekki V.D. (2017). Analiz usloviy vneshney torgovli Rossii i stran Zapada v usloviyakh sanktsionnyh voyn [Analysis of foreign trade conditions in Russia and Western countries in the context of sanctions wars]. Economic relations. (1). 27–40. (in Russian). doi: 10.18334/eo.7.1.37392.
Drobot E.V., Makarov I.N., Ivanova A.A. (2017). Osobennosti gosudarstvennogo upravleniya razvitiem strategicheskikh otrasley v usloviyakh ekonomicheskikh sanktsiy: institutsionalnyy i sistemnyy aspekt [Features of state management of the development of strategic industries under economic sanctions: institutional and systemic aspect]. Russian Journal of Entrepreneurship. (19). 2769–2786. (in Russian). doi: 10.18334/rp.18.19.38358.
Drobot E.V., Maslova V.Yu. (2017). Issledovanie osobennostey vneshnetorgovoy deyatelnosti Leningradskoy oblasti v usloviyakh sanktsiy [Study of the peculiarities of foreign trade activity of the Leningrad Region under sanctions]. Russian Journal of Entrepreneurship. (14). 2101–2128. (in Russian). doi: 10.18334/rp.18.14.38163.
Gorelov N.A., Korableva O.N. (2017). Problemy proizvoditelnosti v kontekste formirovaniya naukoemkoy tsifrovoy ekonomiki [Performance issues in the context of formation of a knowledge-based digital economy]. Russian Journal of Entrepreneurship. (19). 2749-2758. (in Russian). doi: 10.18334/rp.18.19.38343.
Ilyinskaya I.N (2015). Vozmozhnosti primeneniya geoinformatsionnyh sistem v adaptivno-landshaftnyh sistemakh zemledeliya [Possibilities of applying geoinformation systems in agricultural adaptive landscape systems ] Scientific provision for the agro-industrial complex at the present stage. 98−103. (in Russian).
Kostin K.B. (2017). Rol tsifrovyh tekhnologiy v prodvizhenii tovarov i uslug na globalnyh rynkakh [Role of digital technologies in promotion of goods and services in global markets]. Russian Journal of Entrepreneurship. (17). 2451−2460. (in Russian). doi: 10.18334/rp.18.17.38251.
Krutikov V.K., Dorozhkina T.V. (2017). Impuls modernizatsii dlya pereustroystva finansovoy sistemy: tsifrovye tekhnologii [The modernization impulse for financial system reorganization: digital technologies]. Global Markets and Financial Engineering. (3). (in Russian). doi: 10.18334/grfi.4.3.38804.
Lyasnikov N.V., Khambazarov Sh.B. (2017). Tsifrovye tekhnologii v zdravookhranenii kak innovatsionnyy vektor razvitiya otrasli: telemeditsina [Digital technologies in health care as an innovative direction of industry development: telemedicine]. Creative economy. (11). 1231–1240. (in Russian). doi: 10.18334/ce.11.11.38454.
Medennikov V., Muratova L., Salnikov S., Gorbachev M. (2017). Ekonomiko-matematicheskoe modelirovanie stsenariev informatizatsii selskogo khozyaystva [Economic-mathematical modeling of scenarios for informatization of agriculture]. International Agricultural Journal. (4). 23–27. (in Russian).
Mikhaylova A.V (2018). Tsifrovaya i kreativnaya ekonomika v sovremennom prostranstve [Digital and creative economy in the modern space]. Creative economy. (1). 29–42. (in Russian). doi: 10.18334/ce.12.1.38783.
Osipov V.S., Bogoviz A.V. (2017). Perekhod k tsifrovomu selskomu khozyaystvu: predposylki, dorozhnaya karta i vozmozhnye sledstviya [Transition to digital agriculture: background, road map, possible consequences]. Rural economy in Russia (Ekonomika sel'skogo khozyaystva Rossii). (10). 11−15. (in Russian).
Petrov M.V. (2018). Vozmozhnosti gosudarstvenno-chastnogo partnerstva dlya postroeniya tsifrovoy ekonomiki Rossii [The possibilities of public-private partnership for building the digital economy of Russia]. Journal of Public-Private Partnership. (1). (in Russian). doi: 10.18334/ppp.5.1.38721.
Savzikhanova S. E., Khadzhalova Kh. M., Eminova N. E. (2018). Razvitie klasternyh form organizatsii innovatsionno-obrazovatelnoy sredy makroregiona, baziruyuschikhsya na atributakh tsifrovoy ekonomiki [The development of cluster forms of the organization of the innovation and educational environment of the macroregion, based on digital economy attributes ]. Creative economy. (2). (in Russian). doi: 10.18334/ce.12.2.38845.
Studenikin N.V. (2017). Tsifrovye tekhnologii i novye vozmozhnosti dlya KSO v Rossii v kontekste zelenoy ekonomiki, tsifrovoy ekonomiki i "shering ekonomiki" [Digital technologies and new opportunities for CSR in Russia in the context of the green economy, the digital economy and the "shearing economy"]. Journal of Public-Private Partnership. (4). (in Russian). doi: 10.18334/ppp.4.4.38648.
Syrovatkina T.N., Fedorova O.I. (2018). Tsifrovaya ekonomika kak institutsionalnaya sreda transaktsionnyh izderzhek uchastnikov rossiyskogo rynka zhilya [Digital economy as an institutional environment for transaction costs of participants in the Russian housing market]. Creative economy. (2). (in Russian). doi: 10.18334/ce.12.2.38812.
Tasueva T.S., Rakhimova B.Kh., Dagaeva Kh.Kh. (2017). Tsifrovye tekhnologii logistiki v agropromyshlennom komplekse [Digital logistics technologies in the agro-industrial complex] Improving the methodology for knowledge in order to develop science. 111−115. (in Russian).
Vartanova M.L. (2016). Mekhanizm vzaimodeystviya i vzaimozavisimost prioritetov prodovolstvennogo obespecheniya i strategiy razvitiya agropromyshlennogo kompleksa [Mechanism of interaction and interdependence of priorities of food provision and development strategies of the agro-industrial complex]. Regional problems of transforming the economy. (9). 16−29. (in Russian).
Vartanova M.L. (2016). Neobkhodimost obespecheniya prognozirovaniya bezopasnosti regionalnogo prodovolstvennogo rynka v novyh ekonomicheskikh usloviyakh [The need to provide forecasting of security of capacity of the regional food market in the new economic conditions]. Regional problems of transforming the economy. (7 (69)). 4−12. (in Russian).
Vartanova M.L. (2016). Sistemnyy podkhod i osnovnye ekonomicheskie modeli v obespechenii prodovolstvennoy bezopasnosti regionov Rossiyskoy Federatsii [The systemic approach and the main economic models in providing for the food security of the regions in the russian federation]. Regional problems of transforming the economy. (1). 4−18. (in Russian).
Vartanova M.L. (2016). Teoreticheskie osnovy formirovaniya agroprodovolstvennogo rynka regiona [Theoretical foundations of formation of agrifood market of the region]. Russian Journal of Entrepreneurship. (24). 3487–3504. (in Russian). doi: 10.18334/rp.17.24.37215.
Vartanova M.L. (2017). Agropromyshlennyy kompleks: problemy sotsialno-ekonomicheskoy modernizatsii [Agro-industrial complex: problems of social and economic modernization]. Social policy and sociology. (3 (122)). 20–28. (in Russian). doi: 10.17922/2071-3665-2017-16-3-20-28.
Vartanova M.L., Drobot E.V. (2018). Aktualnye problemy obespecheniya prodovolstvennoy bezopasnosti: prodovolstvennaya samodostatochnost regiona pri effektivno funktsioniruyuschem regionalnom prodovolstvennom rynke (na primere Severo-Kavkazskogo federalnogo okruga) [Current problems of ensuring food security: food self-sufficiency in the region with an effectively functioning regional food market (by the example of the North Caucasus Federal District)]. Russian Journal of Entrepreneurship. (2). (in Russian).
Vartanova M.L., Drobot E.V. (2018). Vliyanie neprostyh protivorechivyh protsessov na rost otechestvennogo selskogo khozyaystva [Impact of difficult contradictory processes on the growth of domestic agriculture]. Russian Journal of Entrepreneurship. (1). 13–36. (in Russian). doi: 10.18334/rp.19.1.38718.
Voronin E.A., Semkin A.G. (2017). Mekhanizm vzaimodeystviya i bazovye sistemy upravleniya apk v tekhnologiyakh tsifrovoy ekonomiki [The mechanism of interaction and basic control systems of computers in digital economy technologies]. Vestnik rossiyskoy selskokhozyaystvennoy nauki. (6). 16−18. (in Russian).
Zozulya D.M. (2018). Tsifrovizatsiya rossiyskoy ekonomiki i Industriya 4.0: vyzovy i perspektivy [Digitalization of the Russian Economy and Industry 4.0: Challenges and Prospects]. Russian Journal of Innovation Economics. (1). (in Russian).
Цифровизация сельского хозяйстваПолит.ру. Retrieved February 21, 2018, from http://polit.ru/article/2018/02/21/sk_digital_farming/
Цифровые технологии приходят в сельское хозяйствоСельскохозяйственные вести. Retrieved February 21, 2018, from https://agri-news.ru/novosti/czifrovyie-texnologii-prixodyat-v-selskoe-xozyajstvo.html
Что посеем, или цифровизация сельского хозяйстваВестник цифровой трансформации CIO.RU. (in Russian). Retrieved December 27, 2017, from https://www.cio.ru/articles/2076
Шеян И. Что посеем, или цифровизация в поляхДиректор. (in Russian). Retrieved November 10, 2017, from https://www.osp.ru/cio/2017/09/13053407/
Шустиков В. Цифровые технологии приходят в сельское хозяйствоSK Сколково. Retrieved February 21, 2018, from https://sk.ru/news/b/pressreleases/archive/2018/02/21/cifrovye-tehnologii-prihodyat-v-selskoe-hozyaystvo.aspx
Babkin A.V., Chistyakova O.V. (2017). Tsifrovaya ekonomika i ee vliyanie na konkurentosposobnost predprinimatelskikh struktur [Digital economy and its impact on the competitiveness of business structures]. Russian Journal of Entrepreneurship. (24). 4087−4102. (in Russian). doi: 10.18334/rp.18.24.38670.
Boyko I.P., Evnevich M.A., Kolyshkin A.V. (2017). Ekonomika predpriyatiya v tsifrovuyu epokhu [Enterprise economy in the digital age]. Russian Journal of Entrepreneurship. (7). 1127−1136. (in Russian). doi: 10.18334/rp.18.7.37769.
Degtyarev A.V. (2017). Rabota v "oblake" kak transformatsiya sotsialno-trudovyh otnosheniy v tsifrovoy ekonomike [Work in the "cloud" as a transformation of social and labor relations in the digital economy]. Creative economy. (2). 241−248. (in Russian). doi: 10.18334/ce.11.2.37647.
Dokholyan S.V., Vartanova M.L. (2017). Strategiya razvitiya agrarnoy sfery strany v usloviyakh zamescheniya importa tovarami otechestvennogo proizvodstva - osnova prodovolstvennoy bezopasnosti [Strategy for the development of country''s agrarian sector in terms of import substitution with domestic production is the basis for food security]. Russian Journal of Entrepreneurship. (12). 1877–1904. (in Russian). doi: 10.18334/rp.18.12.38047.
Drobot E.V. (2016). Osobennosti vneshneekonomicheskoy deyatelnosti Rossiyskoy Federatsii v usloviyakh sanktsionnoy politiki [Peculiarities of foreign economic activity of the Russian Federation in the context of sanctions policy]. Russian Journal of Entrepreneurship. (16). 1879–1902. (in Russian). doi: 10.18334/rp.17.16.36478.
Drobot E.V. (2017). Vliyanie sanktsionnyh voyn na razvitie vneshnetorgovyh otnosheniy Rossii i Finlyandii [Impact of sanctioning wars on the development of foreign trade relations between Russia and Finland]. Russian Journal of Entrepreneurship. (5). 815−830. (in Russian). doi: 10.18334/rp.18.5.37618.
Drobot E.V., Abrosimova A.S., Savitskaya K.S. (2017). Vliyanie sanktsiy na formirovanie Evraziyskogo ekonomicheskogo soyuza [Impact of sanctions on the formation of the Eurasian Economic Union]. Economic relations. (1). 55–64. (in Russian). doi: 10.18334/eo.7.1.37391.
Drobot E.V., Batarin I.V., Pekki V.D. (2017). Analiz usloviy vneshney torgovli Rossii i stran Zapada v usloviyakh sanktsionnyh voyn [Analysis of foreign trade conditions in Russia and Western countries in the context of sanctions wars]. Economic relations. (1). 27–40. (in Russian). doi: 10.18334/eo.7.1.37392.
Drobot E.V., Makarov I.N., Ivanova A.A. (2017). Osobennosti gosudarstvennogo upravleniya razvitiem strategicheskikh otrasley v usloviyakh ekonomicheskikh sanktsiy: institutsionalnyy i sistemnyy aspekt [Features of state management of the development of strategic industries under economic sanctions: institutional and systemic aspect]. Russian Journal of Entrepreneurship. (19). 2769–2786. (in Russian). doi: 10.18334/rp.18.19.38358.
Drobot E.V., Maslova V.Yu. (2017). Issledovanie osobennostey vneshnetorgovoy deyatelnosti Leningradskoy oblasti v usloviyakh sanktsiy [Study of the peculiarities of foreign trade activity of the Leningrad Region under sanctions]. Russian Journal of Entrepreneurship. (14). 2101–2128. (in Russian). doi: 10.18334/rp.18.14.38163.
Gorelov N.A., Korableva O.N. (2017). Problemy proizvoditelnosti v kontekste formirovaniya naukoemkoy tsifrovoy ekonomiki [Performance issues in the context of formation of a knowledge-based digital economy]. Russian Journal of Entrepreneurship. (19). 2749-2758. (in Russian). doi: 10.18334/rp.18.19.38343.
Ilyinskaya I.N (2015). Vozmozhnosti primeneniya geoinformatsionnyh sistem v adaptivno-landshaftnyh sistemakh zemledeliya [Possibilities of applying geoinformation systems in agricultural adaptive landscape systems ] Scientific provision for the agro-industrial complex at the present stage. 98−103. (in Russian).
Kostin K.B. (2017). Rol tsifrovyh tekhnologiy v prodvizhenii tovarov i uslug na globalnyh rynkakh [Role of digital technologies in promotion of goods and services in global markets]. Russian Journal of Entrepreneurship. (17). 2451−2460. (in Russian). doi: 10.18334/rp.18.17.38251.
Krutikov V.K., Dorozhkina T.V. (2017). Impuls modernizatsii dlya pereustroystva finansovoy sistemy: tsifrovye tekhnologii [The modernization impulse for financial system reorganization: digital technologies]. Global Markets and Financial Engineering. (3). (in Russian). doi: 10.18334/grfi.4.3.38804.
Lyasnikov N.V., Khambazarov Sh.B. (2017). Tsifrovye tekhnologii v zdravookhranenii kak innovatsionnyy vektor razvitiya otrasli: telemeditsina [Digital technologies in health care as an innovative direction of industry development: telemedicine]. Creative economy. (11). 1231–1240. (in Russian). doi: 10.18334/ce.11.11.38454.
Medennikov V., Muratova L., Salnikov S., Gorbachev M. (2017). Ekonomiko-matematicheskoe modelirovanie stsenariev informatizatsii selskogo khozyaystva [Economic-mathematical modeling of scenarios for informatization of agriculture]. International Agricultural Journal. (4). 23–27. (in Russian).
Mikhaylova A.V (2018). Tsifrovaya i kreativnaya ekonomika v sovremennom prostranstve [Digital and creative economy in the modern space]. Creative economy. (1). 29–42. (in Russian). doi: 10.18334/ce.12.1.38783.
Osipov V.S., Bogoviz A.V. (2017). Perekhod k tsifrovomu selskomu khozyaystvu: predposylki, dorozhnaya karta i vozmozhnye sledstviya [Transition to digital agriculture: background, road map, possible consequences]. Rural economy in Russia (Ekonomika sel'skogo khozyaystva Rossii). (10). 11−15. (in Russian).
Petrov M.V. (2018). Vozmozhnosti gosudarstvenno-chastnogo partnerstva dlya postroeniya tsifrovoy ekonomiki Rossii [The possibilities of public-private partnership for building the digital economy of Russia]. Journal of Public-Private Partnership. (1). (in Russian). doi: 10.18334/ppp.5.1.38721.
Savzikhanova S. E., Khadzhalova Kh. M., Eminova N. E. (2018). Razvitie klasternyh form organizatsii innovatsionno-obrazovatelnoy sredy makroregiona, baziruyuschikhsya na atributakh tsifrovoy ekonomiki [The development of cluster forms of the organization of the innovation and educational environment of the macroregion, based on digital economy attributes ]. Creative economy. (2). (in Russian). doi: 10.18334/ce.12.2.38845.
Studenikin N.V. (2017). Tsifrovye tekhnologii i novye vozmozhnosti dlya KSO v Rossii v kontekste zelenoy ekonomiki, tsifrovoy ekonomiki i "shering ekonomiki" [Digital technologies and new opportunities for CSR in Russia in the context of the green economy, the digital economy and the "shearing economy"]. Journal of Public-Private Partnership. (4). (in Russian). doi: 10.18334/ppp.4.4.38648.
Syrovatkina T.N., Fedorova O.I. (2018). Tsifrovaya ekonomika kak institutsionalnaya sreda transaktsionnyh izderzhek uchastnikov rossiyskogo rynka zhilya [Digital economy as an institutional environment for transaction costs of participants in the Russian housing market]. Creative economy. (2). (in Russian). doi: 10.18334/ce.12.2.38812.
Tasueva T.S., Rakhimova B.Kh., Dagaeva Kh.Kh. (2017). Tsifrovye tekhnologii logistiki v agropromyshlennom komplekse [Digital logistics technologies in the agro-industrial complex] Improving the methodology for knowledge in order to develop science. 111−115. (in Russian).
Vartanova M.L. (2016). Mekhanizm vzaimodeystviya i vzaimozavisimost prioritetov prodovolstvennogo obespecheniya i strategiy razvitiya agropromyshlennogo kompleksa [Mechanism of interaction and interdependence of priorities of food provision and development strategies of the agro-industrial complex]. Regional problems of transforming the economy. (9). 16−29. (in Russian).
Vartanova M.L. (2016). Neobkhodimost obespecheniya prognozirovaniya bezopasnosti regionalnogo prodovolstvennogo rynka v novyh ekonomicheskikh usloviyakh [The need to provide forecasting of security of capacity of the regional food market in the new economic conditions]. Regional problems of transforming the economy. (7 (69)). 4−12. (in Russian).
Vartanova M.L. (2016). Sistemnyy podkhod i osnovnye ekonomicheskie modeli v obespechenii prodovolstvennoy bezopasnosti regionov Rossiyskoy Federatsii [The systemic approach and the main economic models in providing for the food security of the regions in the russian federation]. Regional problems of transforming the economy. (1). 4−18. (in Russian).
Vartanova M.L. (2016). Teoreticheskie osnovy formirovaniya agroprodovolstvennogo rynka regiona [Theoretical foundations of formation of agrifood market of the region]. Russian Journal of Entrepreneurship. (24). 3487–3504. (in Russian). doi: 10.18334/rp.17.24.37215.
Vartanova M.L. (2017). Agropromyshlennyy kompleks: problemy sotsialno-ekonomicheskoy modernizatsii [Agro-industrial complex: problems of social and economic modernization]. Social policy and sociology. (3 (122)). 20–28. (in Russian). doi: 10.17922/2071-3665-2017-16-3-20-28.
Vartanova M.L., Drobot E.V. (2018). Aktualnye problemy obespecheniya prodovolstvennoy bezopasnosti: prodovolstvennaya samodostatochnost regiona pri effektivno funktsioniruyuschem regionalnom prodovolstvennom rynke (na primere Severo-Kavkazskogo federalnogo okruga) [Current problems of ensuring food security: food self-sufficiency in the region with an effectively functioning regional food market (by the example of the North Caucasus Federal District)]. Russian Journal of Entrepreneurship. (2). (in Russian).
Vartanova M.L., Drobot E.V. (2018). Vliyanie neprostyh protivorechivyh protsessov na rost otechestvennogo selskogo khozyaystva [Impact of difficult contradictory processes on the growth of domestic agriculture]. Russian Journal of Entrepreneurship. (1). 13–36. (in Russian). doi: 10.18334/rp.19.1.38718.
Voronin E.A., Semkin A.G. (2017). Mekhanizm vzaimodeystviya i bazovye sistemy upravleniya apk v tekhnologiyakh tsifrovoy ekonomiki [The mechanism of interaction and basic control systems of computers in digital economy technologies]. Vestnik rossiyskoy selskokhozyaystvennoy nauki. (6). 16−18. (in Russian).
Zozulya D.M. (2018). Tsifrovizatsiya rossiyskoy ekonomiki i Industriya 4.0: vyzovy i perspektivy [Digitalization of the Russian Economy and Industry 4.0: Challenges and Prospects]. Russian Journal of Innovation Economics. (1). (in Russian).
Цифровизация сельского хозяйстваПолит.ру. Retrieved February 21, 2018, from http://polit.ru/article/2018/02/21/sk_digital_farming/
Цифровые технологии приходят в сельское хозяйствоСельскохозяйственные вести. Retrieved February 21, 2018, from https://agri-news.ru/novosti/czifrovyie-texnologii-prixodyat-v-selskoe-xozyajstvo.html
Что посеем, или цифровизация сельского хозяйстваВестник цифровой трансформации CIO.RU. (in Russian). Retrieved December 27, 2017, from https://www.cio.ru/articles/2076
Шеян И. Что посеем, или цифровизация в поляхДиректор. (in Russian). Retrieved November 10, 2017, from https://www.osp.ru/cio/2017/09/13053407/
Шустиков В. Цифровые технологии приходят в сельское хозяйствоSK Сколково. Retrieved February 21, 2018, from https://sk.ru/news/b/pressreleases/archive/2018/02/21/cifrovye-tehnologii-prihodyat-v-selskoe-hozyaystvo.aspx
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