For5G: Systematic approach for creating digital twins of cherry orchards

Meyer L, Gilson A, Uhrmann F, Weule M, Keil F, Haunschild B, Oschek J, Steglich M, Hansen J, Stamminger M, Scholz O (2023)

Publication Language: English

Publication Type: Conference contribution, Conference Contribution

Publication year: 2023

Publisher: Gesellschaft für Informatik e.V.

City/Town: Bonn

Pages Range: 411 - 416

Conference Proceedings Title: 43. GIL-Jahrestagung, Resiliente Agri-Food-Systeme

Event location: Osnabrück, Germany

ISBN: 978-3-88579-724-1

URI: https://dl.gi.de/items/2dc43956-e3e5-4f72-8608-032e41b542fc

Open Access Link: https://dl.gi.de/items/2dc43956-e3e5-4f72-8608-032e41b542fc

Abstract

We present a systematic approach for creating digital twins of cherry trees in orchards as part of the project “For5G: Digital Twin”. We aim to develop a basic concept for 5G applications in orchards using a mobile campus network. Digital twins monitor the status of individual trees in every aspect and are a crucial step for the digitalization of processes in horticulture. Our framework incorporates a transformation of photometric data to a 3D reconstruction, which is subsequently segmented and modeled using learning-based approaches. Collecting objective phenotypic features from individual trees over time and storing them in a knowledge graph offers a convenient foundation for gaining new insights. Our approach shows promising results at this point for creating a detailed digital twin of a cherry tree and ultimately the entire orchard.

Authors with CRIS profile

Lukas Meyer Chair of Visual Computing Marc Stamminger Professur für Visual Computing

Involved external institutions

Fraunhofer Development Center X-ray Technology (EZRT) DE Germany (DE) Fraunhofer-Institut für Integrierte Schaltungen (IIS) DE Germany (DE) Hochschule Weihenstephan-Triesdorf DE Germany (DE)

How to cite

APA:

Meyer, L., Gilson, A., Uhrmann, F., Weule, M., Keil, F., Haunschild, B.,... Scholz, O. (2023). For5G: Systematic approach for creating digital twins of cherry orchards. In 43. GIL-Jahrestagung, Resiliente Agri-Food-Systeme (pp. 411 - 416). Osnabrück, Germany: Bonn: Gesellschaft für Informatik e.V..

MLA:

Meyer, Lukas, et al. "For5G: Systematic approach for creating digital twins of cherry orchards." Proceedings of the 43. GIL-Jahrestagung, Resiliente Agri-Food-Systeme, Osnabrück, Germany Bonn: Gesellschaft für Informatik e.V., 2023. 411 - 416.

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