Maximising the CO-benefits of agricultural Digitalisation through conducive digital ECoSystems

Livrables

Report about the Living Lab setup and results, draft at M18

The report will discuss the methodological issues, the progress, the lesson learned from the activities of the Living Labs.

Data management plan, update M18

Update of the DMP at month 18.

Dissemination, Exploitation, Communication and Outreach (DECO) Strategy and implementation report M6

The Strategy will provide (i) the objectives; (ii) main project messages; (iii) main stakeholder and target audiences, (iv) key communication and dissemination products, including policy briefs and practice abstracts; (v) exploitation targets and actions; (vi) channels and (vii) KPIs.

Handbook of demonstration of digital technologies, draft at M12

A report targeted to AKIS actors to facilitate the technical and scientific aspects of demonstrations of digital technologies performances. The report will contain a) the list of selected Demo Farms and selected technologies for demonstration, and b) the guidelines to demonstration.

Data management plan, M6

The Data Management Plan, delivered by month 6 and updated regularly, will provide details on a) dataset description; b) metadata; c) management and curation. Updates M18, 36, 48.

Dissemination, Exploitation, Communication and Outreach (DECO) Strategy and implementation report update M18

This report will provide an update of the DECO strategy at M18. It will consist of four distinct sections: i) dissemination; ii) communication; iii) exploitation; iv) report of the Knowledge Accelerator.

Sustainable digitalisation: a Conceptual framework (draft)

The report will provide the most relevant concepts of CODECS and their connections, a shared vision of sustainable digitalisation, and will discuss the practical implications.

Draft report on policy environments

The document will report the first months of activity of T6.1.

CODECS platform, first release

The platform will host all digital tools produced by CODECS and will provide a point of reference for farmers, AKIS actors and policy makers in the field of assessment of digital technologies.

Publications

Digitalisation of agriculture: development and evaluation of a model-based requirements engineering process

Auteurs: Mannari Chiara; Spagnolo Giorgio Oronzo; Bacco Manlio; Malizia Alessio
Publié dans: Joint Proceedings of REFSQ-2023 Workshops, Doctoral Symposium, Posters & Tools Track, andJournal Early Feedback Track. Co-located with REFSQ 2023. Barcelona, Catalunya, Spain, April 17, 2023, ISSN 1613-0073
Éditeur: CEUR-WS
DOI: 10.5281/zenodo.8155747

Short Paper: IoT Applications in Viticulture: A Case Study on Sensor Network and Data-Driven Vineyard Management

Auteurs: Stojanova, Simona; Stojmenova Duh, Emilija; Kos, Andrej; Volk, Mojca
Publié dans: 2024 IEEE 10th World Forum on Internet of Things (WF-IoT), 2024
DOI: 10.1109/WF-IOT62078.2024.10811426

CZU data platform: Initial Study

Auteurs: STOČES Michal; NOVÁK Vojtěch; CIHELKA Petr; ULMAN Miloš; HAVRÁNEK Martin; KOVÁŘ Lukáš; VANĚK Jiří a ŠIMEK Pavel
Publié dans: Proceedings of 2023 IEEE International Workshop on Metrology for Agriculture and Forestry, 2023, ISBN 979-8-3503-1271-3
Éditeur: IEEE
DOI: 10.1109/MetroAgriFor58484.2023.10424406

CODECS Knowledge Accelerator. Sustainable Digitalisation in Agriculture and Rural Areas. Highlights' report.

Auteurs: Ntabuhashe, M., Pazos-Vidal, S.
Publié dans: 2024
Éditeur: CODECS
DOI: 10.5281/ZENODO.15090930

CODECS Knowledge Accelerator. Sustainable Digitalisation: Shaping the Future of Agriculture. Highlights' report.

Auteurs: Ntabuhashe, M., Casares Guillén, B., Pazos-Vidal, S.
Publié dans: 2024
Éditeur: CODECS
DOI: 10.5281/ZENODO.10889764

CODECS Knowledge Accelerator: Digital Ecosystems for sustainable digitalisation of farming. Highlights' report.

Auteurs: Ntabuhashe, M., Pazos-Vidal, S.
Publié dans: 2025
Éditeur: CODECS

Sustainability transitions of agriculture and the transformation of education and advisory services: convergence or divergence?

Auteurs: Labarthe, Pierre
Publié dans: 2023, ISBN 978-2-9589569-0-5
Éditeur: UMR AGIR
DOI: 10.17180/Y125-RN04

ModeLLer - a prototype to support requirements elicitation in co-design environments

Auteurs: Mannari C.; Anichini E.; Bacco M.; Ferrari A.; Turchi T.; Malizia A.
Publié dans: RE 2023 - 31st IEEE International Requirements Engineering Conference, Hannover, Germany,04-08/09/2023, 2023, ISBN 979-8-3503-2689-5
Éditeur: IEEE
DOI: 10.5281/zenodo.8154545

Remote Sensing and Machine Learning for Riparian Vegetation Detection and Classification

Auteurs: Nicholas Fiorentini; Manlio Bacco; Alessio Ferrari; Massimo Rovai; Gianluca Brunori
Publié dans: Proceedings of 2023 IEEE International Workshop on Metrology for Agriculture and Forestry, 2023
Éditeur: IEEE
DOI: 10.5281/zenodo.10805001

CODECS Knowledge Accelerator. Reducing women’s inequalities in EU Agricultural Areas: the role of digitalisation. Highlights' report.

Auteurs: Ntabuhashe, M., Iglesia, M., Casares Guillén, B.,
Publié dans: 2024
Éditeur: CODECS

Remote Sensing and Machine Learning for Riparian Vegetation Detection and Classification

Auteurs: Fiorentini, Nicholas; Bacco, Felice Manlio; Ferrari, Alessio; Rovai, Massimo; Brunori, Gianluca
Publié dans: 2023 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), 2023, ISBN 979-8-3503-1272-0
Éditeur: IEEE
DOI: 10.5281/ZENODO.10805002

Platform to Decision-Making in Sustainable Tourism and Landscape Protection Based on Signal Detection

Auteurs: NOVÁK Vojtěch; STOČES Michal; KOVÁŘ Lukáš; ULMAN Miloš; JAROLÍMEK Jan; MASNER Jan; KUBATA Karel a KÁNSKÁ Eva.
Publié dans: Proceedings of 2023 IEEE International Workshop on Metrology for Agriculture and Forestry, 2023, ISBN 979-8-3503-1271-3
Éditeur: IEEE
DOI: 10.1109/MetroAgriFor58484.2023.10424374

CODECS Knowledge Accelerator: Cybersecurity in Agriculture: balancing risks, costs & benefits. Highlights' report.

Auteurs: Ntabuhashe, M., Iglesias, M., Pazos-Vidal, S.,
Publié dans: 2025
Éditeur: CODECS
DOI: 10.5281/ZENODO.15267172

Making use of system concepts for the analysis of digitalisation in agriculture: Synergies, Clashes or Voids?

Auteurs: Knierim A., Herrera B., Paulus M., Brunori G., Hortigüela R., Vergamini D., Giagnocavo C.
Publié dans: Book of abstracts of the26thEuropeanSeminaron Extension &Education, Numéro 26, 2023, ISBN 978-2-9589569-0-5
Éditeur: UMR AGIR INRAE (National Research Institute for Agriculture, Food and Environment) INP - University of Toulouse

Agricultural Data Space: the METRIQA Platform and a Case Study in the CODECS project

Auteurs: Bacco M.; Dimitri G. M.; Kocian A.; Barsocchi P.; Crivello A.; Brunori G.; Gori M.; Chessa S.
Publié dans: Annals of Computer Science and Information Systems, Numéro pp. 543–548, 2024, ISSN 2300-5963
Éditeur: PTI
DOI: 10.15439/2024F5291

A Methodology for Process Modelling in Living Labs to Foster Agricultural Digitalisation

Auteurs: Chiara Mannari, Manlio Bacco, Alessio Ferrari, Livia Ortolani, Maria Bonaria Lai, Chiara Mignani, Alina Silvi, Alessio Malizia, Gianluca Brunori
Publié dans: 2023 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), 2024, ISBN 979-8-3503-5101-5
Éditeur: IEEE
DOI: 10.1109/METROAGRIFOR58484.2023.10424095

CODECS Knowledge Accelerator: The Digital Transition: Policy Pathways for Sustainable Agriculture

Auteurs: Ntabuhashe, M., Iglesias, M., Pazos-Vidal, S.,
Publié dans: 2025
Éditeur: CODECS
DOI: 10.5281/ZENODO.17175207

Using Real-World Laboratories to Foster Learning on Digitalization: Experiences from the German Lab AgDiBi

Auteurs: Paulus,M., Herrera, B. & Knierim, A.
Publié dans: Proceedings IFSA 2024 Theme 3, 2024
Éditeur: IFSA

Scientific Reports

Auteurs: Malikova, L., Malik, M., Pavlik, J., Ulman, M., Pechouckova, E., Skrivan, M., Kokoska, L. and Tlustos, P.
Publié dans: Scientific Reports, Numéro 14, 2024, ISSN 2045-2322
Éditeur: Springer Nature Limited
DOI: 10.1038/s41598-024-54805-3

Perceptions of costs and benefits of farm digitalization in Europe

Auteurs: Constantine Iliopoulos, Irini Theodorakopoulou, Thomas Giotis, Gianluca Brunori
Publié dans: International Food and Agribusiness Management Review, Numéro 28, 2025, ISSN 1559-2448
Éditeur: Walter de Gruyter GmbH
DOI: 10.22434/IFAMR.1274

Predictive Battery Life Modeling for LoRaWAN Sensors Using Real-World Deployment Data

Auteurs: Vojtěch Novák , Pavel Ambruz , Eva Kánská , Michal Stočes , Jiří Vaněk , Jan Veselý, Karel Sylvar
Publié dans: Agris on-line Papers in Economics and Informatics, Numéro 17, 2025, ISSN 1804-1930
Éditeur: FEM CZU Prague
DOI: 10.7160/AOL.2025.170305

Elektrotehniski Vestnik/Electrotechnical Review

Auteurs: Stojanova, Simona; Superina, Argene; Verhovnik, Jure; Stojmenova Duh, Emilija
Publié dans: ELEKTROTEHNIŠKI VESTNIK, 2025, ISSN 0013-5852
Éditeur: Elektrotechniska Zveza Slovenije
DOI: 10.5281/ZENODO.15223058

Data in Brief

Auteurs: Bacco M.; Kocian A.; Chessa S.; Crivello A.; Barsocchi P.
Publié dans: Data in Brief, 2024, ISSN 2352-3409
Éditeur: Elsevier
DOI: 10.1016/J.DIB.2024.110969

The Future of Vineyard Irrigation: AI-Driven Insights from IoT Data

Auteurs: Simona Stojanova, Mojca Volk, Gregor Balkovec, Andrej Kos, Emilija Stojmenova Duh
Publié dans: Sensors, Numéro 25, 2025, ISSN 1424-8220
Éditeur: MDPI AG
DOI: 10.3390/S25123658

Agris On-line Papers in Economics and Informatics

Auteurs: Stočes, Michal; Vaněk, Jiří; Jarolímek, Jan; Novák, Vojtěch; Masner, Jan; Šimek, Pavel; Kánská, Eva; Havránek, Martin; Kubata, Karel; Voral, Vladimir
Publié dans: Agris on-line Papers in Economics and Informatics, Numéro Volume XV, Number 4, 2023, ISSN 1804-1930
Éditeur: Faculty of Economics and Management, Czech University of Life Sciences Prague,
DOI: 10.22004/AG.ECON.348959

Replication in Requirements Engineering: The NLP for RE Case

Auteurs: Sallam Abualhaija; F. Basak Aydemir; Fabiano Dalpiaz; Davide Dell'Anna; Alessio Ferrari; Xavier Franch; Davide Fucci
Publié dans: ACM Transactions on Software Engineering and Methodology, Numéro Volume 33, Numéro 6 Article No.: 151, Pages 1 - 33, 2024, ISSN 1557-7392
Éditeur: ACM
DOI: 10.48550/ARXIV.2304.10265

Food Supply Chain: A Framework for the Governance of Digital Traceability

Auteurs: Maria Bonaria Lai; Daniele Vergamini; Gianluca Brunori
Publié dans: Foods, Numéro 14(12), 2032, 2025, ISSN 2304-8158
Éditeur: MDPI
DOI: 10.3390/FOODS14122032

Crop and Pasture Science

Auteurs: Véronique Bellon-Maurel; Isabelle Piot-Lepetit; Nina Lachia; Bruno Tisseyre
Publié dans: Crop and Pasture Science, Numéro 74, 2023, ISSN 1836-0947
Éditeur: Commonwealth Scientific and Industrial Research Organization Publishing
DOI: 10.1071/cp22065

Transición digital de la agricultura y el mundo rural. Un decálogo para una digitalización inclusiva y sostenible

Auteurs: Delgado-Serrano, María Mar; Alonso-Roldán, María
Publié dans: Telos: Cuadernos de comunicación e innovación, Numéro 124, 2024, ISSN 0213-084X
Éditeur: Fundación Telefónica
DOI: 10.5281/zenodo.10992097

Agris On-line Papers in Economics and Informatics

Auteurs: Brabec, Miroslav; Benda, Tomáš; Benda, Petr; Šimek, Pavel; Havránek, Martin; Lohr, Václav
Publié dans: Agris on-line Papers in Economics and Informatics, Numéro Volume XVI, Number 1, 2024, 2024, ISSN 1804-1930
Éditeur: Faculty of Economics and Management, Czech University of Life Sciences Prague
DOI: 10.22004/AG.ECON.348962

Perceptions of the Costs and Benefits of Farm Digitalisation in Europe

Auteurs: Constantine Iliopoulos, Irini Theodorakopoulou, Thomas Giotis, Gianluca Brunori
Publié dans: EuroChoices, Numéro 24, 2025, ISSN 1478-0917
Éditeur: Wiley
DOI: 10.1111/1746-692X.12471

Agris On-line Papers in Economics and Informatics

Auteurs: Galba, Alexander; Kánská, Eva; Mikeš, Vojtěch; Vaněk, Jiří; Jarolímek, Jan
Publié dans: Agris on-line Papers in Economics and Informatics, Numéro Volume XVI, Number 4, 2024, 2024, ISSN 1804-1930
Éditeur: Faculty of Economics and Management CULS Prague
DOI: 10.22004/AG.ECON.348999

Information and Software Technology

Auteurs: Giovanna Broccia; Maurice H. ter Beek; Alberto Lluch Lafuente; Paola Spoletini; Alessandro Fantechi; Alessio Ferrari
Publié dans: Information and Software Technology, Numéro Volume 178, February 2025, 107624, 2025, ISSN 0950-5849
Éditeur: Elsevier BV
DOI: 10.1016/J.INFSOF.2024.107624

ACM Transactions on Software Engineering and Methodology

Auteurs: Alessio Ferrari, Thaide Huichapa, Paola Spoletini, Nicole Novielli, Davide Fucci, Daniela Girardi
Publié dans: ACM Transactions on Software Engineering and Methodology, 2023, ISSN 1049-331X
Éditeur: ACM
DOI: 10.1145/3635712

D8.2 DATA MANAGEMENT PLAN, UPDATE M18

Auteurs: Pavone; Brizioli; Colcelli; Nadalutti
Publié dans: Datacite, 2024
Éditeur: CODECS
DOI: 10.5281/ZENODO.10893947

Fulfilling Open Science. Compliance with European Commission mandates and Data Management Plan in CODECS project

Auteurs: Pavone, Gina
Publié dans: Datacite, 2024
Éditeur: CODECS
DOI: 10.5281/ZENODO.10781799

Forschung und Praxis im Reallabor

Auteurs: Paulus Michael, Schäfer Hannah, Knierim Andrea
Publié dans: B & B Agrar, 2025
Éditeur: B & B Agrar

Drone technology in grassland management and semi-natural grassland conservation

Auteurs: Vineta, Gailite; Kaupo, Kokamägi
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.14916342

D1.1 Dissemination, Exploitation, Communication and Outreach Strategy

Auteurs: Garrido, Lucia; Iglesias, Maite; Kantu, Esther; de Galard, Julie; García, Miranda, Pazos-Vidal, Serafin; Abarca, Leticia
Publié dans: 2023
Éditeur: CODECS
DOI: 10.5281/ZENODO.10893565

InfraScience research activity report 2022

Auteurs: Artini M.; Assante M.; Atzori C.; Baglioni M.; Bardi A.; Bove P.; Candela L.; Casini G.; Castelli D.; Cirillo R.; Coro G.; De Bonis M.; Debole F.; Dell'Amico A.; Frosini L.; La Bruzzo S.; Lelii L.; Manghi P.; Mangiacrapa F.; Mangione D.; Mannocci A.; Ottonello E.; Pagano P.; Panichi G.; Pavone G.; Piccioli T.; Sinibaldi F.; Straccia U.; Zoppi F.
Publié dans: ISTI Annual reports, 2022, 2022
Éditeur: ISTI

Detecting and mapping red clover (Trifolium pratense) using a fixed-wing drone equipped with a multispectral sensor

Auteurs: Sampaio de Lima, Raul; Gailite, Vineta
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.15382015

SOCIO-TECHNICAL PROCESS MODELLING REPORT (T3.3.): IOT PILOT SETUP IN VITICULTURE AND BEEKEEPING

Auteurs: Simona Stojanova, Franc Drobnič, Luka Mali, Argene Superina
Publié dans: 2025
Éditeur: /
DOI: 10.5281/ZENODO.14871957

D 8.1 CODECS Data Management Plan

Auteurs: Pavone, Gina; Brizioli, Sabrina; COLCELLI, VALENTINA
Publié dans: 2023
Éditeur: CODECS
DOI: 10.5281/zenodo.10025015

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