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Digital Twins in Agriculture: Orchestration and Applications

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dc.creator Escribà i Gelonch, Marc
dc.creator Liang, Shu
dc.creator van Schalkwyk, Pieter
dc.creator Fisk, Ian
dc.creator Van Duc Long, Nguyen
dc.creator Hessel, Volker
dc.date 2024
dc.date.accessioned 2025-11-03T12:15:21Z
dc.date.available 2025-11-03T12:15:21Z
dc.identifier https://doi.org/10.1021/acs.jafc.4c01934
dc.identifier 1520-5118
dc.identifier https://hdl.handle.net/10459.1/465847
dc.identifier.uri http://fima-docencia.ub.edu:8080/xmlui/handle/123456789/24041
dc.description Digital Twins have emerged as an outstanding opportunity for precision farming, digitally replicating in real-time the functionalities of objects and plants. A virtual replica of the crop, including key agronomic development aspects such as irrigation, optimal fertilization strategies, and pest management, can support decision-making and a step change in farm management, increasing overall sustainability and direct water, fertilizer, and pesticide savings. In this review, Digital Twin technology is critically reviewed and framed in the context of recent advances in precision agriculture and Agriculture 4.0. The review is organized for each step of agricultural lifecycle, edaphic, phytotechnologic, postharvest, and farm infrastructure, with supporting case studies demonstrating direct benefits for agriculture production and supply chain considering both benefits and limitations of such an approach. Challenges and limitations are disclosed regarding the complexity of managing such an amount of data and a multitude of (often) simultaneous operations and supports.
dc.description Dr. Escriba-Gelonch ̀ acknowledges the funding received from the EU-Horizon 2020 Beatriu de Pinós programme (Government of Catalonia), framed in Horizon 2020 research and innovation under grant agreement No. 801370. Prof. Hessel and S. Liang acknowledge funding from the ARC Centre of Excellence “Plants for Space with the grant number CE230100015. Prof. Fisk acknowledges funding from Biotechnology and Biological Sciences Research Council [BB/ V018108/1].
dc.language eng
dc.publisher American Chemical Society
dc.relation Reproducció del document publicat a https://doi.org/10.1021/acs.jafc.4c01934
dc.relation Journal of Agricultural and Food Chemistry, 2024, vol. 72, núm. 19, p. 10737-10752
dc.relation info:eu-repo/grantAgreement/EC/H2020/801370/EU/BP3
dc.rights cc-by (c) Marc Escribà-Gelonch et al., 2024
dc.rights Attribution 4.0 International
dc.rights info:eu-repo/semantics/openAccess
dc.rights http://creativecommons.org/licenses/by/4.0/
dc.subject Digital Twins
dc.subject Internet of Things
dc.subject Precise agriculture
dc.subject Agriculture 4.0
dc.subject Industry 4.0
dc.title Digital Twins in Agriculture: Orchestration and Applications
dc.type info:eu-repo/semantics/article
dc.type info:eu-repo/semantics/publishedVersion


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