Litcius/Paper detail

Digital Twins in Agriculture: A State-of-the-art review

Warren Purcell, Thomas Neubauer

2022Smart Agricultural Technology281 citationsDOIOpen Access PDF

Abstract

The Digital Twin enables the distinctions between state sensing, entity understanding and physical automation to be eliminated, through high-fidelity modelling and bi-directional data streams. The concept of real-time virtual representation places the Digital Twin in a unique position to enable digitization in agriculture. The union of data, modelling and what-if simulation can provide an approach to overcome current limitations in decision-making support and automation, across a diverse range of agricultural enterprises. This paper conducts a Systematic Literature Review of Digital Twins in agriculture, identifying current trends and open questions with the goal of increasing awareness and understanding of the Digital Twin and its possibilities.

Topics & Concepts

DigitizationAutomationComputer scienceFidelityVariety (cybernetics)Data scienceAgricultureState (computer science)Representation (politics)High fidelityPosition paperArtificial intelligenceEngineeringWorld Wide WebTelecommunicationsGeographyPolitical scienceArchaeologyLawElectrical engineeringPoliticsMechanical engineeringAlgorithmDigital Transformation in IndustrySmart Agriculture and AI