Smart, digitalized components and systems for data-based Agriculture and Forestry

Información del proyecto

AGRARSENSE

Identificador del acuerdo de subvención: 101095835

DOI

10.3030/101095835

Proyecto cerrado

Fecha de la firma de la CE 27 Noviembre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 28 Febrero 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 50 723 993,25

Aportación de la UE

€ 14 276 023,41

Coordinado por

KOMATSU FOREST AB
Sweden

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Websites, patent fillings, videos etc. (8)

Interim demonstration of UC7
Interim demonstration of UC6
Interim demonstration of control room in UC1
Interim demonstration of UC3
Video interim demonstration of UC4
Interim demonstration of UC2
Project Website
Video interim demonstration of UC5

Documents, reports (2)

Plan for dissemination activities, including communication activities

Plan for dissemination, including communication activities

Testing guidelines

Publicaciones

Thesis and dissertations (10)

5G and cybersecurity

Autores: J Vanhatapio
Publicado en: 2024
Editor: LUAS

Fabrication and Characterization of N-doped CVD graphene-based gas sensors for NO2 gas sensing applications

Autores: Bram Kool
Publicado en: 2025
Editor: Delft University of Technology
DOI: 10.1016/J.MSEB.2024.117254

Remote 5G system design and setup

Autores: Pesola, Ville
Publicado en: 2024
Editor: LUAS
DOI: 10.5281/ZENODO.14810426

Readout System For Graphene-Based Gas Sensor Array

Autores: T J Abels et al
Publicado en: 2024
Editor: TU Delft

Supplementary Material for Leveraging Large Language Models for Cybersecurity Risk Assessment in Cyber-Physical Systems: A Case Study in Forestry Automation

Autores: Gultekin, Fikret Mert et al
Publicado en: 2024
Editor: Chalmers University of Technology

Utilizing satellite technology in 5G network development.

Autores: Tommi Uusitalo
Publicado en: 2024
Editor: LUAS

APPLICATION OF RADAR SENSING IN KOVILTA OY SENSOR FRAMEWORK

Autores: Kalle Paasio
Publicado en: 2022
Editor: Tampere University

Utilizing satellite technology in 5G network development

Autores: Uusitalo, Tommi
Publicado en: 2023
Editor: LUAS
DOI: 10.5281/ZENODO.14810500

Dead Time Control Circuit in Monolithic GaN Class D Audio Amplifier

Autores: J. Pan
Publicado en: TUD Thesis library, 2023
Editor: TU Delft

Remote 5G system design and setup

Autores: Ville Pesola
Publicado en: 2024
Editor: LUAS

Other (5)

Cybersecurity Pathways Towards CE-Certified Autonomous Forestry Machines

Autores: Mohamad, Mazen; Avula, Ramana Reddy; Folkesson, Peter; Kleberger, Pierre; Mirzai, Aria; Skoglund, Martin; Damschen, Marvin
Publicado en: arXiv, 2024
Editor: Cornell University
DOI: 10.48550/arXiv.2404.19643

LAIr: an R package to estimate LAI from Normalized Difference Vegetation Index

Autores: Bajocco, Sofia
Publicado en: SoftwareX, 2024
Editor: Science Direct
DOI: 10.1016/j.softx.2024.101776

Using Depth-Enhanced Segmentation in Forestry: A Practical Approach to Cost Saving, Preservation and Accuracy

Autores: Krzysztof Wolk
Publicado en: 2025
Editor: DAC.digital
DOI: 10.5281/zenodo.14698648

Il Progetto AGRARSENSE – Ricerca e tecnologia per l’agricoltura sostenibile

Autores: De Girolamo A.M., Pollice A., Buono V.
Publicado en: Notiziario dei Metodi Analitici & IRSA News, Edición 1 Feb 2025, ISSN 2465-017X
Editor: IRSA-CNR
DOI: 10.3274/NOTIZIRSA-2025-02

Il Progetto AGRARSENSE

Autores: A M de Girolamo et al
Publicado en: Notiziario, 2024
Editor: CNR IRSA

Conference proceedings (22)

Enabling Scalable Smart Vertical Farming with IoT and Machine Learning Technologies

Autores: Csaba Hegedűs, Attila Frankó, Pál Varga, Stefan Gindl, Markus Tauber
Publicado en: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 2023
Editor: IEEE
DOI: 10.1109/NOMS56928.2023.10154269

MAPE-AI: A Self-Adaptive, Conversational Framework for Urban Smart Agriculture

Autores: Boch, Michael; Gindl, Stefan; Tauber, Markus; Research Studios Austria
Publicado en: 2025 IEEE International Smart Cities Conference (ISC2), 2025, ISSN 2687-8852
Editor: IEEE
DOI: 10.1109/ISC266238.2025.11293321

PT5.185 - Towards Metal-Organic Framework based Optical Sensors for Pesticides Detection

Autores: A. Finelli, P. Clément, X. Lefèvre, A. Beard, R. Pugin
Publicado en: Poster, 2024
Editor: AMA Service GmbH, Von-Münchhausen-Str. 49, 31515 Wunstorf
DOI: 10.5162/EUROSENSORSXXXVI/PT5.185

SimForest: RGBD Instance Segmentation Dataset

Autores: Avula, Ramana Reddy; Narkilahti, Aleksi; Wołk, Krzysztof
Publicado en: 2025 International Conference on Visual Communications and Image Processing (VCIP), 2025
Editor: IEEE
DOI: 10.5281/ZENODO.17299343

SimForest: RGBD Instance Segmentation Dataset

Autores: R. Avula et al
Publicado en: VCIP 20205
Editor: VCIP 20205

Wafer-scale transfer-free multi-layer graphene process for MEMS sensors

Autores: S. Vollebregt
Publicado en: MNE 2025 Conference, 2025
Editor: iMNES

Enabling Scalable Smart Vertical Farming with IoT and Machine Learning Technologies

Autores: Stefan Gindl; Markus Tauber
Publicado en: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, Miami, FL, USA, 2023, pp. 1-4, 2023, ISSN 2374-9709
Editor: IEEE
DOI: 10.1109/NOMS56928.2023.10154269

Influence of 3D Printed Overlay Infill Patterns on Miniaturized ESPAR Antenna Performance

Autores: Luiza Leszkowska, Mateusz Rzymowski, Krzysztof Nyka, Łukasz Kulas
Publicado en: 2024 25th International Microwave and Radar Conference (MIKON), 2024
Editor: IEEE
DOI: 10.23919/MIKON60251.2024.10633919

Cybersecurity Pathways Towards CE-Certified Autonomous Forestry Machines

Autores: Mohamad, Mazen; Avula, Ramana Reddy; Folkesson, Peter; Kleberger, Pierre; Mirzai, Aria; Skoglund, Martin; Damschen, Marvin
Publicado en: 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), 2024, ISSN 2325-6648
Editor: IEEE
DOI: 10.48550/ARXIV.2404.19643

Harvesting Innovation: Analysis of Decentralized MAPE-K Loops in Cyber-Physical Production Systems

Autores: Michael Boch, Christian Hirsch, Yukari Susaki, Stefan Gindl, Markus Tauber
Publicado en: NOMS 2024-2024 IEEE Network Operations and Management Symposium, 2024
Editor: IEEE
DOI: 10.1109/NOMS59830.2024.10575604

Autonomous Robot for Efficient Indoor RF Measurements

Autores: Aleksander Krupa, Bartosz Multan, Mateusz Groth, Krzysztof Nyka, Lukasz Kulas
Publicado en: 2024 25th International Microwave and Radar Conference (MIKON), 2024
Editor: IEEE
DOI: 10.23919/MIKON60251.2024.10633929

OT6.195 - Aptamer-based Electrochemical Sensor for the Monitoring of Carbamazepine in Freshwater Systems

Autores: P. Clément, A. Finelli, X. Lefèvre, S. Khan, A. Beard, R. Pugin
Publicado en: Lectures, 2024
Editor: AMA Service GmbH, Von-Münchhausen-Str. 49, 31515 Wunstorf
DOI: 10.5162/EUROSENSORSXXXVI/OT6.195

Towards Credible Simulators: A Validation Methodology

Autores: Ramana Reddy Avula, et al.
Publicado en: DECSoS 2025
Editor: Safecomp2025

Highly Sensitive NO₂ Gas Sensors by Spark Ablation on CVD Graphene

Autores: Mudassir Husain, Leandro N. Sacco, Nigel Rising, Elias Torres, Sten Vollebregt
Publicado en: 2025 23rd International Conference on Solid-State Sensors, Actuators and Microsystems (Transducers), 2025
Editor: IEEE
DOI: 10.1109/TRANSDUCERS61432.2025.11109858

Eco-Friendly Functionalization of Graphene via Spark Ablation for Enhanced NO2 Gas Sensing Applications

Autores: M. Husain et al
Publicado en: MNE 2025 Conference, 2025
Editor: iMNES

SAFE-COLOR: Color Fidelity Benchmarks and Thresholds for Safety-Critical Object Detection

Autores: Marvin Damschen, Ramana Reddy Avula, Mazen Mohamad
Publicado en: 2025 IEEE Intelligent Vehicles Symposium (IV), 2025
Editor: IEEE
DOI: 10.5281/ZENODO.14864429

Treated wastewater: environmental pressure or water and nutrient resource?

Autores: De Girolamo, Anna Maria
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/zenodo.14217218

Treated wastewater: environmental pressure or water and nutrient resource?

Autores: De Girolamo, Anna Maria
Publicado en: 2024
Editor: IEEE
DOI: 10.5281/ZENODO.14217218

WayWiseR A Rapid Prototyping Platform for Validating Connected and Automated Vehicles

Autores: Avula, Ramana Reddy; Damschen, Marvin; Mirzai, Aria; Lundgren, Karl; Farooqui, Ashfaq Hussain; Thorsén, Anders
Publicado en: 2025, ISSN 2837-5114
Editor: IEEE
DOI: 10.5281/ZENODO.17152572

Fabrication and characterization of Cu2S-based gas microsensors with sensitivity to NO2

Autores: """Trabelsi H., Gracia I., Alouani K., Cane C., Vallejos S. """
Publicado en: IEEE Conference Proceedings, 2025
Editor: IEEE
DOI: 10.1109/CDE66381.2025.11038855

Data Transmission of a ROS-Based Autonomous Vehicle Over a Private 5G Network

Autores: Tommi Uusitalo, M. W. Sohan Janaka, Charlotte Stubenvoll, Ari Karjalainen, Tauno Tepsa, Maisa Mielikäinen
Publicado en: 2025 MIPRO 48th ICT and Electronics Convention, 2025
Editor: IEEE
DOI: 10.1109/MIPRO65660.2025.11131889

The Impact of Outgassing of Molding Compound on Graphene for Gas Sensing

Autores: Tiance An, Mudassir Husain, Sten Vollebregt
Publicado en: 2024 IEEE SENSORS, 2024
Editor: IEEE
DOI: 10.1109/SENSORS60989.2024.10784763

Peer reviewed articles (17)

Playing a crop simulation model using symbols and sounds: the ‘<i>mandala</i>’

Autores: Simone Bregaglio, Giulia Carriero, Roberta Calone, Maddalena Romano, Sofia Bajocco
Publicado en: in silico Plants, Edición 6, 2023, ISSN 2517-5025
Editor: Oxford University Press (OUP)
DOI: 10.1093/insilicoplants/diad023

Releasing the <i>octoPus,</i> an open-source digital tool to promote Integrated Pest Management

Autores: Simone Bregaglio; Eugenio Rossi; Lorenzo Ascari; Gabriele Mongiano; Eleonora Del Cavallo; Sofia Bajocco; Luisa Maria Manici; Antonio Gerardo Pepe; Chiara Bassi; Rocchina Tiso; Fabio Pietrangeli; Giovanna Cattaneo; Camilla Nigro; Marco Secondo Gerardi; Simone Bussotti; Angela Sanchioni; Danilo Tognetti; Mariangela Sandra; Irene De Lillo; Paolo Framarin; Sandra Di Ferdinando; Riccardo Bugiani
Publicado en: Smart Agricultural Technology, Edición 11, 2024, ISSN 2772-3755
Editor: ScienceDirect
DOI: 10.1101/2024.08.07.606987

The Impact of Outgassing of Molding Compound on Graphene for Gas Sensing

Autores: An, Tiance; Husain, Mudassir; Vollebregt, Sten
Publicado en: 2024 IEEE SENSORS, 2024, ISSN 1930-0395
Editor: IEEE
DOI: 10.5281/ZENODO.14777514

The octoPus: An open-source software for supporting farmers in the control of grapevine downy mildew

Autores: Simone Bregaglio, Eleonora Del Cavallo, Lorenzo Ascari, Eugenio Rossi
Publicado en: SoftwareX, Edición 30, 2025, ISSN 2352-7110
Editor: Elsevier BV
DOI: 10.1016/J.SOFTX.2025.102085

Advancing automated identification of airborne fungal spores: guidelines for cultivation and reference dataset creation

Autores: Nicolas Bruffaerts; Elias Graf; Predrag Matavulj; Astha Tiwari; Ioanna Pyrri; Yanick Zeder; Sophie Erb; Maria Plaza; Silas Dietler; Tommaso Bendinelli; Elizabet D’hooge; Branko Sikoparija
Publicado en: Aerobiologia, 2025, ISSN 1573-3025
Editor: Springer
DOI: 10.1007/S10453-025-09864-Y

Beyond Code Generation: An Observational Study of ChatGPT Usage in Software Engineering Practice

Autores: Khojah, Ranim; Mohamad, Mazen; Leitner, Philipp; de Oliveira Neto, Francisco Gomes
Publicado en: Proceedings of the ACM on Software Engineering, 2024, ISSN 2994-970X
Editor: ACM Journals
DOI: 10.1145/3660788

WayWise: A rapid prototyping library for connected, autonomous vehicles

Autores: Marvin Damschen, Rickard Häll, Aria Mirzai
Publicado en: Software Impacts, Edición 21, 2024, ISSN 2665-9638
Editor: Elsevier BV
DOI: 10.1016/j.simpa.2024.100682

A literature-based dataset on volatile organic compound (VOC) emissions from multiple grapevine varieties during berry ripening

Autores: Giulia Carriero, Maria Roberta Bruno, Roberta Calone, Simone Bregaglio
Publicado en: Data in Brief, Edición 62, 2025, ISSN 2352-3409
Editor: Elsevier BV
DOI: 10.1016/J.DIB.2025.111990

Analysing the potential of ChatGPT to support plant disease risk forecasting systems

Autores: Roberta Calone, Elisabetta Raparelli, Sofia Bajocco, Eugenio Rossi, Lorenzo Crecco, Danilo Morelli, Chiara Bassi, Rocchina Tiso, Riccardo Bugiani, Fabio Pietrangeli, Giovanna Cattaneo, Camilla Nigro, Marco Secondo Gerardi, Simone Bussotti, Angela Sanchioni, Danilo Tognetti, Mariangela Sandra, Irene De Lillo, Paolo Framarin, Sandra Di Ferdinando, Simone Bregaglio
Publicado en: Smart Agricultural Technology, Edición 10, 2026, ISSN 2772-3755
Editor: Elsevier BV
DOI: 10.1016/J.ATECH.2025.100824

Suspended Sediment Transport in Mediterranean Streams: Monitoring and Load Estimation

Autores: Annamaria DeGirolamo, Antonio Lo Porto
Publicado en: Water, Edición 15, 2023, ISSN 2073-4441
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/w15152715

Methods in Ecology and Evolution

Autores: Sofia Bajocco; Carlo Ricotta; Simone Bregaglio
Publicado en: Methods in Ecology and Evolution, 2025, ISSN 2041-210X
Editor: John Wiley and Sons Inc.
DOI: 10.1111/2041-210X.70067

Enhancing Semantic Forestry Segmentation Through Advanced Preprocessing With ML Models

Autores: Krzysztof Wołk, Jacek Niklewski, MichaŁ KOPCZYŃSKI, Marek S. Tatara, Oleg Żero
Publicado en: IEEE Access, Edición 13, 2025, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3575713

Enabling Scalable Smart Vertical Farming with IoT and Machine Learning Technologies

Autores: Hegedűs, Csaba; Frankó, Attila; Pál, Varga; Stefan, Gindl; Tauber, Markus
Publicado en: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 2023, ISSN 1542-1201
Editor: IEEE
DOI: 10.1109/NOMS56928.2023.10154269

Forests

Autores: Krzysztof Wołk; Jacek Niklewski; Marek S. Tatara; Michał Kopczyński; Oleg Żero
Publicado en: Forests, 2025, ISSN 1999-4907
Editor: MDPI Open Access Publishing
DOI: 10.3390/F16030431

Water status assessment in grapevines using plant electrophysiology

Autores: Amanda Cattani, Léo De Riedmatten, Julien Roulet, Tara Smit-Sadki, Esteban Alfonso, Andrzej Kurenda, Moritz Graeff, Eric Remolif, Markus Rienth
Publicado en: OENO One, Edición 58, 2024, ISSN 2494-1271
Editor: Universite de Bordeaux
DOI: 10.20870/oeno-one.2024.58.4.8209

Aerosol-assisted chemical vapor deposited Cu2S structured films with photo activated NO2 sensing properties

Autores: Houyem Trabelsi, Isabel Gràcia, Khaled Alouani, Stella Vallejos
Publicado en: Ceramics International, Edición 51, 2025, ISSN 0272-8842
Editor: Elsevier BV
DOI: 10.1016/J.CERAMINT.2024.11.169

Data in Brief

Autores: Lorenzo Crecco; Danilo Morelli; Elisabetta Raparelli; Mara Di Giulio; Sofia Bajocco
Publicado en: Data in Brief, 2025, ISSN 2352-3409
Editor: Elsevier
DOI: 10.1016/J.DIB.2025.111615

Book chapters (1)

Towards Credible Simulators: A Validation Methodology for Safety-Critical Virtual Testing

Autores: Ramana Reddy Avula; Mazen Mohamad; Behrooz Sangchoolie; Marvin Damschen
Publicado en: Lecture Notes in Computer Science ISBN: 9783032020178, 2025
Editor: Springer
DOI: 10.5281/ZENODO.15646077