The evolution of precision agriculture and food safety: a bibliometric study DOI Creative Commons
Jiahui Xu, Yingyue Cui, Shuhan Zhang

et al.

Frontiers in Sustainable Food Systems, Journal Year: 2024, Volume and Issue: 8

Published: Dec. 18, 2024

Introduction Food safety issues pose a significant threat to humanity. Precision agriculture leverages advanced technologies for real-time monitoring and management, improving agricultural productivity sustainability while safeguarding food security. Nonetheless, acquiring thorough comprehension of this continually shifting panorama remains vital significance. Methods This study conducts comprehensive bibliometric review precision safety, utilizing quantitative methods identify past, current, future evolution. It includes citation, co-authorship, co-citation, co-words analyses. Results Publications emerged in 1994 began rise significantly since 2019. Citation analysis verified influencing works journals, whereas co-authorship identified how authors, institutions, countries collaborate field. Co-citation then classified past current hotspots into four clusters: remote vegetation techniques, technological innovations decision-making, sustainable development, deep learning agriculture. After that, the co-occurrence keywords revealed emerging trends, such as cultivation yield prediction, smart technology information climate change adaptation, Discussion The findings provide insights scholars, policymakers, researchers, practitioners, industry stakeholders. They guide research directions address pressing challenges safety.

Language: Английский

Framing Concepts of Agriculture 5.0 via Bipartite Analysis DOI Open Access
Ivan Bergier, Jayme Garcia Arnal Barbedo, Édson Luís Bolfe

et al.

Sustainability, Journal Year: 2024, Volume and Issue: 16(24), P. 10851 - 10851

Published: Dec. 11, 2024

Cultural diversity often complicates the understanding of sustainability, sometimes making its concepts seem vague. This issue is particularly evident in food systems, which rely on both renewable and nonrenewable resources drive significant environmental changes. The widespread impacts climate change, aggravated by overuse natural resources, have highlighted urgency balancing production with preservation. Society faces a pivotal challenge: ensuring that systems produce ample, accessible, nutritious while also reducing their carbon footprint protecting ecosystems. Agriculture 5.0, an innovative approach, combines digital advancements sustainability principles. study reviews current knowledge agriculture, analyzing scientific data through undirected bipartite network links journals author keywords from articles retrieved Clarivate Web Science. main goal to outline framework integrates various concepts, emphasizing well-studied (economic) underexplored (socioenvironmental) aspects 5.0. categorizes into material (tangible) immaterial (intangible) values based supporting or influencing roles within agriculture domain, as documented literature.

Language: Английский

Citations

2
The evolution of precision agriculture and food safety: a bibliometric study DOI Creative Commons
Jiahui Xu, Yingyue Cui, Shuhan Zhang

et al.

Frontiers in Sustainable Food Systems, Journal Year: 2024, Volume and Issue: 8

Published: Dec. 18, 2024

Introduction Food safety issues pose a significant threat to humanity. Precision agriculture leverages advanced technologies for real-time monitoring and management, improving agricultural productivity sustainability while safeguarding food security. Nonetheless, acquiring thorough comprehension of this continually shifting panorama remains vital significance. Methods This study conducts comprehensive bibliometric review precision safety, utilizing quantitative methods identify past, current, future evolution. It includes citation, co-authorship, co-citation, co-words analyses. Results Publications emerged in 1994 began rise significantly since 2019. Citation analysis verified influencing works journals, whereas co-authorship identified how authors, institutions, countries collaborate field. Co-citation then classified past current hotspots into four clusters: remote vegetation techniques, technological innovations decision-making, sustainable development, deep learning agriculture. After that, the co-occurrence keywords revealed emerging trends, such as cultivation yield prediction, smart technology information climate change adaptation, Discussion The findings provide insights scholars, policymakers, researchers, practitioners, industry stakeholders. They guide research directions address pressing challenges safety.

Language: Английский

Citations

2