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Digital twins in smart farming

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References
71
[1]
Lockeretz (2007)
[2]
AIOTI (2018)
[3]
Alam (2017)
[4]
Alves (2019)
[5]
Atzori "The internet of things: a survey" Comput. Netw. (2010) 10.1016/j.comnet.2010.05.010
[6]
Balafoutis "Smart farming technologies – Description, taxonomy and economic impact" (2017)
[7]
Bauer "IoT reference model" (2013)
[8]
Benbasat "The case research Stratey in studies of information systems" MIS Q. (1987) 10.2307/248684
[9]
Boschert "Digital twin—The simulation aspect" (2016)
[10]
Canedo, A., 2016. Industrial iot lifecycle via Digital Twins, Proceedings of the 11th IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, CODES 2016. 10.1145/2968456.2974007
[11]
Carrez (2013)
[12]
Clements (2010)
[13]
Durão "Digital twin requirements in the context of industry 4.0" (2018)
[14]
Eisenhardt "Building theories from case-study research" Acad. Manag. Rev. (1989) 10.2307/258557
[15]
Farm management information systems: Current situation and future perspectives

S. Fountas, G. Carli, C.G. Sørensen et al.

Computers and Electronics in Agriculture 2013 10.1016/j.compag.2015.05.011
[16]
Digital Twin: Enabling Technologies, Challenges and Open Research

Aidan Fuller, Zhong Fan, Charles Day et al.

IEEE Access 2020 10.1109/access.2020.2998358
[17]
Glaessgen "The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles" (2012)
[18]
Grieves "Product lifecycle management: the new paradigm for enterprises" Int. J. Prod. Dev. (2005) 10.1504/ijpd.2005.006669
[19]
Grieves "Digital twin: Mitigating unpredictable, undesirable emergent behaviour in complex systems" (2016)
[20]
Grieves "Digital twin: Mitigating unpredictable, undesirable emergent behaviour in complex systems" (2017)
[21]
Internet of Things (IoT): A vision, architectural elements, and future directions

Jayavardhana Gubbi, Rajkumar Buyya, Slaven Marusic et al.

Future Generation Computer Systems 2013 10.1016/j.future.2013.01.010
[22]
Hagerty (2016)
[23]
Design Science in Information Systems Research1

Alan R. Hevner, Salvatore T. March, Jinsoo Park et al.

MIS Quarterly 2004 10.2307/25148625
[24]
ITU-T (2016)
[25]
Janssen "Towards a new generation of agricultural system data, models and knowledge products: information and communication technology" Agric. Syst. (2017) 10.1016/j.agsy.2016.09.017
[26]
Jo "Smart livestock farms using Digital Twin: feasibility study" (2018)
[27]
Characterising the Digital Twin: A systematic literature review

David Jones, Chris Snider, Aydin Nassehi et al.

CIRP Journal of Manufacturing Science and Technolo... 2020 10.1016/j.cirpj.2020.02.002
[28]
Kamilaris "Deep learning in agriculture: a survey" Comput. Electron. Agric. (2018) 10.1016/j.compag.2018.02.016
[29]
Kampker "Business models for industrial smart services - the example of a Digital Twin for a product-service-system for potato harvesting. 11th CIRP conference on industrial product-service systems" Procedia CIRP (2019) 10.1016/j.procir.2019.04.114
[30]
Knibbe (2019)
[31]
Kovacs "Support for product data from design to production" Comput. Integr. Manuf. Syst. (1998) 10.1016/s0951-5240(98)00026-3
[32]
Digital Twin in manufacturing: A categorical literature review and classification

Werner Kritzinger, Matthias Karner, Georg Traar et al.

IFAC-PapersOnLine 2018 10.1016/j.ifacol.2018.08.474
[33]
de Leeuw (1997)
[34]
Lepenioti "Prescriptive analytics: literature review and research challenges" Int. J. Inf. Manag. (2020)
[35]
Linz "Digitale Zwillinge als Werkzeug für die Entwicklung von Feldrobotern in landwirtschaftlichen Prozessen" (2019)
[36]
Maaß (2018)
[37]
March "Design science in the information systems discipline: an introduction to the special issue on design science research" MIS Q. (2008) 10.2307/25148869
[38]
Marr "What is Digital Twin technology - and why is it so important?" Forbes (2017)
[39]
Mike Shafto (2012)
[40]
Mikell, M., Clark, J., 2018. Cheat sheet: What is Digital Twin?, https://www.ibm.com/blogs/internet-of-things/iot-cheat-sheet-digital-twin/.
[41]
Monteiro "Towards sustainable Digital Twins for vertical farming" 2018 Thirteenth International Conference on Digital Information Management (ICDIM), Berlin, Germany (2018) 10.1109/icdim.2018.8847169
[42]
Park "Design and implementation of a Digital Twin application for a connected micro smart factory" Int. J. Comput. Integr. Manuf. (2019) 10.1080/0951192x.2019.1599439
[43]
Philpotts "An introduction to the concepts, benefits and terminology of product data management" Industrial Management & Data Systems (1996) 10.1108/02635579610117467
[44]
Porter (2014)
[45]
Redelinghuys "A six-layer Digital Twin architecture for a manufacturing cell" (2019)
[46]
Runeson "Guidelines for conducting and reporting case study research in software engineering" Empir. Softw. Eng. (2008) 10.1007/s10664-008-9102-8
[47]
Saddik "Digital twins: the convergence of Multimedia technologies" IEEE MultiMedia (2018) 10.1109/mmul.2018.023121167
[48]
Schleich "Shaping the Digital Twin for design and production engineering" CIRP Ann. (2017) 10.1016/j.cirp.2017.04.040
[49]
Shaw (2019)
[50]
Skobelev "Developing a smart cyber-physical system based on Digital Twins of plants" (2020)

Showing 50 of 71 references

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Details
Published
Apr 01, 2021
Vol/Issue
189
Pages
103046
License
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Funding
Horizon 2020 Framework Programme
Cite This Article
Cor Verdouw, Bedir Tekinerdogan, Adrie Beulens, et al. (2021). Digital twins in smart farming. Agricultural Systems, 189, 103046. https://doi.org/10.1016/j.agsy.2020.103046
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