Machine learning in agriculture: A comprehensive updated review

L Benos, AC Tagarakis, G Dolias, R Berruto, D Kateris… - Sensors, 2021 - mdpi.com
The digital transformation of agriculture has evolved various aspects of management into
artificial intelligent systems for the sake of making value from the ever-increasing data …

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

L Klerkx, E Jakku, P Labarthe - NJAS-Wageningen journal of life sciences, 2019 - Elsevier
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 …

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 …

Who drives the digital revolution in agriculture? A review of supply‐side trends, players and challenges

R Birner, T Daum, C Pray - Applied economic perspectives and …, 2021 - Wiley Online Library
Digital agriculture offers far‐reaching opportunities for accelerating agricultural
transformation. Based on empirical evidence and guided by economic theory, this study …

Industry 4.0 and precision livestock farming (PLF): an up to date overview across animal productions

S Morrone, C Dimauro, F Gambella, MG Cappai - Sensors, 2022 - mdpi.com
Precision livestock farming (PLF) has spread to various countries worldwide since its
inception in 2003, though it has yet to be widely adopted. Additionally, the advent of Industry …

Precision farming at the nexus of agricultural production and the environment

R Finger, SM Swinton, N El Benni… - Annual Review of …, 2019 - annualreviews.org
Precision farming enables agricultural management decisions to be tailored spatially and
temporally. Site-specific sensing, sampling, and managing allow farmers to treat a field as a …

A review on dairy cattle farming: Is precision livestock farming the compromise for an environmental, economic and social sustainable production?

D Lovarelli, J Bacenetti, M Guarino - Journal of Cleaner Production, 2020 - Elsevier
Abstract Precision Livestock Farming (PLF) is spreading worldwide for its applications on
livestock farms, in both intensive and extensive systems. PLF has started being adopted only …

[HTML][HTML] Scientific development of smart farming technologies and their application in Brazil

D Pivoto, PD Waquil, E Talamini, CPS Finocchio… - … processing in agriculture, 2018 - Elsevier
Smart farming (SF) involves the incorporation of information and communication
technologies into machinery, equipment, and sensors for use in agricultural production …

[HTML][HTML] Recent advances in wearable sensors for animal health management

S Neethirajan - Sensing and Bio-Sensing Research, 2017 - Elsevier
Biosensors, as an application for animal health management, are an emerging market that is
quickly gaining recognition in the global market. Globally, a number of sensors being …

Smart animal agriculture: application of real-time sensors to improve animal well-being and production

I Halachmi, M Guarino, J Bewley… - Annual review of animal …, 2019 - annualreviews.org
Consumption of animal products such as meat, milk, and eggs in first-world countries has
leveled off, but it is rising precipitously in develo** countries. Agriculture will have to …