A comprehensive analysis of the advances in Indian Digital Agricultural architecture

Balkrishna, Acharya; Pathak, Rakshit; Kumar, Sandeep; Arya, Vedpriya; Singh, Sumit Kumar

doi:10.1016/j.atech.2023.100318

Cited by 16 publications

(5 citation statements)

References 47 publications

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“…The use of robotic systems in the field of livestock farming using artificial intelligence in ERP format (Enterprise, Resources, Processes ) and maximum reduction of manual labor. The goal of creating smart farms is to intensify the processes of production of products of animal origin with a simultaneous increase in their quality, safety of livestock and reduction of operating costs for life cycle management, as well as the development of domestic selection [2]. The main indicators of efficiency are improving the quality of dairy products, reducing the incidence of animal diseases and increasing the profitability of livestock products.…”

Section: Resultsmentioning

confidence: 99%

“…The purpose of this scientific research is to analyze digitalization in the agro-industrial complex of the Russian Federation and determine the prospects for its improvement based on a set of innovative technical, technological and management solutions "Industry 4.0". Object of research is the economy of the agro complex, subject is the processes of digitalization in agribusiness [1][2][3][4][5][6][7][8][9][10].…”

Section: Methodsmentioning

confidence: 99%

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Digitization of the economy of the agricultural complex: problems and prospects

Yuryeva,

Shukhova,

Kirishchieva

et al. 2023

E3S Web of Conf.

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This study allows us to conclude that digital expansion in the agricultural and processing sectors of the economy is most effective when using models: «pure producer», business model «from the field to the counter», «agro-industrial ecosystem». The main directions of digital transformation in the sphere of agro-industrial complexes are: precision farming, smart farms, smart greenhouse systems (complexes), the program of technological cooperation between agro-industrial complexes and IT- sphere «Industrial FoodNet». The fundamental problems and barriers to the digitalization of the agro-industrial economy are: misunderstanding of the importance of this activity on the part of many agricultural producers; lack of incentives and benefits for agro-industrial organizations and IT companies involved in cross-industry cooperation and import substitution; poor awareness of advanced automated innovation machine technologies and technical means due to digital transformations and artificial intelligence; negative impacts of the reduction of international exchanges and the application of sanctions to Russian manufacturers. In the process of searching for effective directions of digital transformation in the country’s industry under study, the author prepared scenarios based on the Foresight «4 Worlds» method, each of which describes the likely trajectory of the industry development, taking into account the dominant internal and external factors and prerequisites.

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Section: Resultsmentioning

confidence: 99%

Section: Methodsmentioning

confidence: 99%

Digitization of the economy of the agricultural complex: problems and prospects

Yuryeva,

Shukhova,

Kirishchieva

et al. 2023

E3S Web of Conf.

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“…Mayakova [102] believed that digital transformation boosts innovation, as it requires the acquisition of new knowledge and skills, calls for new forms of collaboration within the organizations and across industries, promotes the creation of new business models, and leads to the sustainable usage of organizational resources. In the study of India's digital agriculture architecture, Acharya [103] believed that some technical measures such as AI algorithms provide great benefits and applicability in agriculture and may turn agricultural supply chain management challenges into opportunities. Zambon [104] believed that with the continuous development of innovation and technology, the virtualization of agro-food supply chains in partnership with stakeholders such as farmers, wholesalers, and retailers will truly revolutionize the agriculture sector.…”

Section: Discussionmentioning

confidence: 99%

How Can the Digital Economy Promote the Integration of Rural Industries—Taking China as an Example

Zhang,

Sun,

Wang

2023

Agriculture

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The rapid development of China’s digital economy has promoted the digital transformation of Chinese society and become a new driving force for China’s social development. Furthermore, increasing farmers’ income is the central task of China’s “three rural issues” project, and the integrated development of primary, secondary, and tertiary rural industries is an important way to revitalize rural industries and broaden farmers’ income channels, so it is very important to promote the integrated development of rural industries. In the context of the rapid development of China’s digital economy, it is of great significance to study how the digital economy promotes the integration of rural industries. Therefore, this study analyzed how China’s digital economy promotes the integration of rural industries by using the panel data and regression models of 30 provinces (municipalities and districts) in China from 2011 to 2021. The results show that (1) there is a significant positive relationship between the development level of the digital economy and the level of rural–industrial integration and that the development of the digital economy promotes the process of rural–industrial integration; (2) intermediary effect analysis shows that as the digital economy promotes rural–industrial integration, scientific and technological innovation levels and rural human capital are important intermediary channels; and (3) spatial analysis shows that the development of the digital economy can not only promote the integration of rural industries in the province but also have a positive spatial spillover effect on neighboring provinces. Therefore, it is necessary to create a good atmosphere for the development of the digital economy, constantly promote the development of the digital economy, pay attention to scientific and technological innovation and rural talent training, and promote the integration and coordinated development of the digital economy and rural industries between regions in order to improve the level of rural–industrial integration and contribute to the rural revitalization strategy.

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“…Additionally, these elements are connected within various layers of IoT architectures for SA applications. However, determining an architecture for -based SA poses challenges due to the extensive potential scale and specific requirements, such as soil conditions, weather dynamics, and geographical variations [13], [42], [43].…”

Section: A Iot Architecturesmentioning

confidence: 99%

Internet of Things and Wireless Sensor Networks for Smart Agriculture Applications: A Survey

Mowla,

Shah

et al. 2023

IEEE Access

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The increasing food scarcity necessitates sustainable agriculture achieved through automation to meet the growing demand. Integrating the Internet of Things (IoT) and Wireless Sensor Networks (WSNs) is crucial in enhancing food production across various agricultural domains, encompassing irrigation, soil moisture monitoring, fertilizer optimization and control, early-stage pest and crop disease management, and energy conservation. Wireless application protocols such as ZigBee, WiFi, SigFox, and LoRaWAN are commonly employed to collect real-time data for monitoring purposes. Embracing advanced technology is imperative to ensure efficient annual production. Therefore, this study emphasizes a comprehensive, futureoriented approach, delving into IoT-WSNs, wireless network protocols, and their applications in agriculture since 2019. It thoroughly discusses the overview of IoT and WSNs, encompassing their architectures and summarization of network protocols. Furthermore, the study addresses recent issues and challenges related to IoT-WSNs and proposes mitigation strategies. It provides clear recommendations for the future, emphasizing the integration of advanced technology aiming to contribute to the future development of smart agriculture systems. INDEX TERMSInternet of things, wireless sensor networks, wireless network protocols, smart agriculture applications.

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A comprehensive analysis of the advances in Indian Digital Agricultural architecture

Cited by 16 publications

References 47 publications

Digitization of the economy of the agricultural complex: problems and prospects

Digitization of the economy of the agricultural complex: problems and prospects

How Can the Digital Economy Promote the Integration of Rural Industries—Taking China as an Example

Internet of Things and Wireless Sensor Networks for Smart Agriculture Applications: A Survey

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