A systematic literature review on machine learning applications for sustainable agriculture supply chain performance

R Sharma, SS Kamble, A Gunasekaran… - Computers & Operations …, 2020 - Elsevier
Agriculture plays an important role in sustaining all human activities. Major challenges such
as overpopulation, competition for resources poses a threat to the food security of the planet …

[HTML][HTML] Key questions on the use of big data in farming: An activity theory approach

ED Lioutas, C Charatsari, G La Rocca… - … -Wageningen Journal of …, 2019 - Elsevier
Big data represent a pioneering development in the field of agriculture. By producing
intuition, intelligence, and insights, these data have the potential to recast conventional …

[HTML][HTML] Industry 4.0 digital technologies enhancing sustainability: Applications and barriers from the agricultural industry in an emerging economy

F Costa, S Frecassetti, M Rossini… - Journal of Cleaner …, 2023 - Elsevier
Digital technologies are powerful innovations that can enhance operational improvements
and social and environmental sustainability. This phenomen is amplified for developing …

A survey towards an integration of big data analytics to big insights for value-creation

MK Saggi, S Jain - Information Processing & Management, 2018 - Elsevier
Abstract Big Data Analytics (BDA) is increasingly becoming a trending practice that
generates an enormous amount of data and provides a new opportunity that is helpful in …

Data-driven decision making in precision agriculture: The rise of big data in agricultural systems

N Tantalaki, S Souravlas… - Journal of agricultural & …, 2019 - Taylor & Francis
In this paper, we provide a review of the research dedicated to applications of data science
techniques, and especially machine learning techniques, in relevant agricultural systems …

Smart farming and short food supply chains: Are they compatible?

ED Lioutas, C Charatsari - Land Use Policy, 2020 - Elsevier
The challenge of sustainability and the need to secure the production of high-quality,
affordable and healthy food, have led to the emergence of alternative food …

Smart agriculture: A literature review

D Garg, M Alam - Journal of Management Analytics, 2023 - Taylor & Francis
Industry 4.0 brings revolutionary changes to farming businesses by integrating emerging
technologies such as the Internet of things (IoT), big data analytics (BDA), cloud computing …

Data analytics for crop management: a big data view

N Chergui, MT Kechadi - Journal of Big Data, 2022 - Springer
Recent advances in Information and Communication Technologies have a significant impact
on all sectors of the economy worldwide. Digital Agriculture appeared as a consequence of …

[PDF][PDF] Role of big data on digital farming

MNI Sarker, MS Islam, H Murmu… - Int. J. Sci. Technol …, 2020 - researchgate.net
This study aims to explore the potential of big data technologies for ensuring digital farming.
A systematic literature method has been conducted to explore the current practices as well …

Data lifecycle management in precision agriculture supported by information and communication technology

K Demestichas, E Daskalakis - Agronomy, 2020 - mdpi.com
Featured Application This paper conducts a literature review on information and
communication solutions supporting data lifecycle in precision agriculture. Abstract The role …