A review of social science on digital agriculture, smart farming and agriculture 4.0: New contributions and a future research agenda

Q1 Agricultural and Biological Sciences
Laurens Klerkx , Emma Jakku , Pierre Labarthe
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引用次数: 505

Abstract

While there is a lot of literature from a natural or technical sciences perspective on different forms of digitalization in agriculture (big data, internet of things, augmented reality, robotics, sensors, 3D printing, system integration, ubiquitous connectivity, artificial intelligence, digital twins, and blockchain among others), social science researchers have recently started investigating different aspects of digital agriculture in relation to farm production systems, value chains and food systems. This has led to a burgeoning but scattered social science body of literature. There is hence lack of overview of how this field of study is developing, and what are established, emerging, and new themes and topics. This is where this article aims to make a contribution, beyond introducing this special issue which presents seventeen articles dealing with social, economic and institutional dynamics of precision farming, digital agriculture, smart farming or agriculture 4.0. An exploratory literature review shows that five thematic clusters of extant social science literature on digitalization in agriculture can be identified: 1) Adoption, uses and adaptation of digital technologies on farm; 2) Effects of digitalization on farmer identity, farmer skills, and farm work; 3) Power, ownership, privacy and ethics in digitalizing agricultural production systems and value chains; 4) Digitalization and agricultural knowledge and innovation systems (AKIS); and 5) Economics and management of digitalized agricultural production systems and value chains. The main contributions of the special issue articles are mapped against these thematic clusters, revealing new insights on the link between digital agriculture and farm diversity, new economic, business and institutional arrangements both on-farm, in the value chain and food system, and in the innovation system, and emerging ways to ethically govern digital agriculture. Emerging lines of social science enquiry within these thematic clusters are identified and new lines are suggested to create a future research agenda on digital agriculture, smart farming and agriculture 4.0. Also, four potential new thematic social science clusters are also identified, which so far seem weakly developed: 1) Digital agriculture socio-cyber-physical-ecological systems conceptualizations; 2) Digital agriculture policy processes; 3) Digitally enabled agricultural transition pathways; and 4) Global geography of digital agriculture development. This future research agenda provides ample scope for future interdisciplinary and transdisciplinary science on precision farming, digital agriculture, smart farming and agriculture 4.0.

社会科学对数字农业、智慧农业和农业4.0的研究综述:新贡献和未来研究议程
虽然从自然科学或技术科学的角度有很多关于农业中不同形式的数字化的文献(大数据、物联网、增强现实、机器人、传感器、3D打印、系统集成、无处不在的连接、人工智能、数字双胞胎和区块链等),但社会科学研究人员最近开始研究与农业生产系统相关的数字农业的不同方面。价值链和粮食系统。这导致了一个新兴但分散的社会科学文学体。因此,缺乏对这一研究领域如何发展的概述,以及已经建立的,正在出现的和新的主题和主题。这就是本文旨在做出贡献的地方,除了介绍这一期特刊之外,还介绍了17篇关于精准农业、数字农业、智能农业或农业4.0的社会、经济和制度动态的文章。探索性文献综述表明,现有关于农业数字化的社会科学文献可分为五个主题集群:1)农业数字化技术的采用、利用和适应;2)数字化对农民身份、农民技能和农业工作的影响;3)数字化农业生产系统和价值链中的权力、所有权、隐私和道德;4)数字化与农业知识创新系统(AKIS);5)数字化农业生产系统和价值链的经济学和管理学。特刊文章的主要贡献是针对这些主题集群进行映射,揭示了数字农业与农场多样性之间的联系的新见解,农场、价值链和粮食系统以及创新系统中的新经济、商业和制度安排,以及新兴的道德管理数字农业的方法。在这些主题集群中确定了新兴的社会科学研究路线,并建议建立新的路线,以创建关于数字农业、智能农业和农业4.0的未来研究议程。此外,还确定了四个潜在的新的专题社会科学集群,迄今为止似乎发展薄弱:1)数字农业,社会-网络-物理-生态系统概念化;2)数字化农业政策流程;3)数字化农业转型路径;4)数字农业发展的全球地理。这一未来的研究议程为未来在精准农业、数字农业、智能农业和农业4.0方面的跨学科和跨学科科学提供了充足的空间。
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来源期刊
Njas-Wageningen Journal of Life Sciences
Njas-Wageningen Journal of Life Sciences 农林科学-农业综合
自引率
0.00%
发文量
0
审稿时长
>36 weeks
期刊介绍: The NJAS - Wageningen Journal of Life Sciences, published since 1952, is the quarterly journal of the Royal Netherlands Society for Agricultural Sciences. NJAS aspires to be the main scientific platform for interdisciplinary and transdisciplinary research on complex and persistent problems in agricultural production, food and nutrition security and natural resource management. The societal and technical challenges in these domains require research integrating scientific disciplines and finding novel combinations of methodologies and conceptual frameworks. Moreover, the composite nature of these problems and challenges fits transdisciplinary research approaches embedded in constructive interactions with policy and practice and crossing the boundaries between science and society. Engaging with societal debate and creating decision space is an important task of research about the diverse impacts of novel agri-food technologies or policies. The international nature of food and nutrition security (e.g. global value chains, standardisation, trade), environmental problems (e.g. climate change or competing claims on natural resources), and risks related to agriculture (e.g. the spread of plant and animal diseases) challenges researchers to focus not only on lower levels of aggregation, but certainly to use interdisciplinary research to unravel linkages between scales or to analyse dynamics at higher levels of aggregation. NJAS recognises that the widely acknowledged need for interdisciplinary and transdisciplinary research, also increasingly expressed by policy makers and practitioners, needs a platform for creative researchers and out-of-the-box thinking in the domains of agriculture, food and environment. The journal aims to offer space for grounded, critical, and open discussions that advance the development and application of interdisciplinary and transdisciplinary research methodologies in the agricultural and life sciences.
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