Peculiarities and development factors of modern agricultural engineering

Zhukova, T. V.; Panfilova, Olga; Avlasenko, Ilona; Avlasenko, Lyudmila

doi:10.1051/e3sconf/202017505028

Cited by 14 publications

(3 citation statements)

References 12 publications

(12 reference statements)

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“…If statistical analysis is carried out only by the manual measurement method, its cost is quite expensive and cannot be popularized, because it requires a large number of locally collected survey data and a large number of manual operations. Land statistics based on big data analysis is a modern scientific research method [ 11 ]. For example, the complex model represented by in-depth learning can automatically obtain agricultural environmental information and automatically adjust the industrial structure through learning a large number of remote sensing satellite image data, which can not only save labor costs and time costs but also maximize benefits [ 12 ].…”

Section: Introductionmentioning

confidence: 99%

Application of Big Data Technology to Promote Agricultural Structure Adjustment and High-Quality Development of Modern Agriculture

2022

Computational Intelligence and Neuroscience

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The implementation of the strategy of rural revitalization is a major ministerial work made by the Nineteenth National Congress of the Communist Party of China and is the general grasp of contemporary agriculture, peasants, and rural work. In recent years, with the rapid development of remote sensing technology and deep learning technology, the demand for the technology for the classification of crops on satellite remote sensing images based on deep learning technology has increased in agricultural insurance and land survey. Therefore, this paper trains one, which is 85.9%–92.8%, the accuracy of corn classification is 77%–93%, and the accuracy of forest classification is 77%–87.6%. Subsequently, the overall accuracy of classifying all directories through the multi-temporal validation data set between May 2017 and October 2017 reached 92.6%. Such a multi-time combination method can be used for monthly, timely, and efficient iteration of agricultural insurance and crop yield estimation, which will be more accurate each time. These methods can also be further applied to the growth and change monitoring of large agricultural planting areas, adding bricks and tiles to China’s agricultural remote sensing. If the countryside is to be revitalized, agriculture must develop rapidly at the same time, industries must flourish, ecology must be livable, rural customs must be civilized, and life must be prosperous. Modern agriculture is a comprehensive circulation system with high yield, high quality, low consumption, ecology, environmental protection, and high efficiency. The development of modern agriculture is inseparable from the industrialization of agriculture, the globalization of agriculture, the digitization of agriculture, the integration of agriculture, the adjustment of agricultural structure, and agricultural innovation. Only the continuous development of modern agriculture can make rural revitalization enter a new journey.

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Section: Introductionmentioning

confidence: 99%

Application of Big Data Technology to Promote Agricultural Structure Adjustment and High-Quality Development of Modern Agriculture

2022

Computational Intelligence and Neuroscience

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“…The general trend towards the increase in cattle breeding and livestock raising remained with some fluctuations. [6] Indeed, at the heart of the consistent growth of agricultural production there is an improvement of the material and technical base of the agro-industrial complex. Foreign and domestic markets constantly dictate requirements for the intensification of production and innovative trends in the sphere of agricultural engineering, the number and growth rates of agricultural crops for public demands depend on it.…”

Section: Resultsmentioning

confidence: 99%

The Russian agro-industrial sector under the influence of stress factors

Zhukova

Panfilova

2021

E3S Web Conf.

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The paper considers the problems of dynamics of agro-industrial sector in Russia and the tendencies of its functioning in the contemporary context. The specific features of the country agrarian sphere, advantages and disadvantages of raw-material and agricultural orientation of the Russian economy are studied. It is emphasized that the agrarian sector is basic for the country development; the achievements in the field of providing the agrarian sphere with agricultural means of production are pointed out. Simultaneously, it is stressed that adaptation of the agricultural market to new conditions is connected with the factors of irresistible force influencing not only the national economy but also the whole world economy. The survival potential under the given conditions is connected, on the one hand, with the efforts of national producers, and, on the other hand, it directly depends on the transformation of financial relations and economic interrelations of the world community countries.

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“…-Transition to a new creative format of doing business; -The operation of enterprises is based on information and communication technologies; -Further integration of the spheres of national economy and, as a result, high economic results associated with the growth of the profitable sector of the economy; -Active use of human potential, increased entrepreneurial activity, start-ups and the search for other ways to increase productivity [5].…”

Section: Resultsmentioning

confidence: 99%

Features and trends of the Russian economy transformation process

Zhukova

Avlasenko

2021

E3S Web Conf.

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The article deals with the issues of the transformational process of the Russian economy in recent years. It is emphasized that the formation of modern economic space occurs against the background of constantly changing conditions of economic reality. Trends in the development of the Russian economy are considered, the peculiarities of the Russian national economy are analyzed, taking into account its basic characteristics and development prospects. Particularly relevant is the consideration of transformational processes in connection with the formation of new standards of economic interconnections and opportunities for modern production. The main tasks and problems of Russian economic development with changing international priorities and strategic world transformations are noted. The special role of digitalization of society in the formation of modern business models, the identification of the advantages of digital reality is emphasized in this article. It is also highlighted that the changing conditions for the formation of the economic space is associated with the birth of a number of problems, including the strengthening of the role of state regulation of the public economy of Russia, the search for new instruments for the legal regulation of the national economy. Adapting the Russian economy to a constantly changing competitive market, the search for competitive advantages will mean the possibility for the Russian national economy to become a full member of the world community.

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Peculiarities and development factors of modern agricultural engineering

Cited by 14 publications

References 12 publications

Application of Big Data Technology to Promote Agricultural Structure Adjustment and High-Quality Development of Modern Agriculture

Application of Big Data Technology to Promote Agricultural Structure Adjustment and High-Quality Development of Modern Agriculture

The Russian agro-industrial sector under the influence of stress factors

Features and trends of the Russian economy transformation process

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