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CORDIS

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

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Digital technology assessment and demonstration toolkit, draft at M24 (opens in new window)

The report will provide documentation of: (i) the database and data entry tool; (ii) technology assessment tool for users; (iii) an economic cost calculator; (iii) an environmental footprint calculator; (iv) a multicriteria assessment tool; and (v) the performance demonstration toolkit

CODECS platform, first release (opens in new window)

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.

CODECS platform and integrated components, with updates at M24 (opens in new window)

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. Online versions of the platform documentation, user manual, and management will be provided.

Report about the Living Lab setup and results, draft at M18 (opens in new window)

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

Synthesis report on Environmental, Economic, and Social C&B of farm digitalization, draft M24 (opens in new window)

The report will contain a) the analysis of C&B perception; b) analysis of environmental C&B; c) analysis of economic C&B; d) analysis of social C&B.

Data management plan, update M18 (opens in new window)

Update of the DMP at month 18.

Dissemination, Exploitation, Communication and Outreach (DECO) Strategy and implementation report M6 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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.

Report on Digital Ecosystems draft M24 (opens in new window)

The report will contain a) a description of agricultural digital ecosystems in 20 Living Labs; b) an overview of socio-technical processes assessed.

Dissemination, Exploitation, Communication and Outreach (DECO) Strategy and implementation report update M18 (opens in new window)

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) (opens in new window)

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 (opens in new window)

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

Publications

Digitalisation of agriculture: development and evaluation of a model-based requirements engineering process (opens in new window)

Author(s): Mannari Chiara; Spagnolo Giorgio Oronzo; Bacco Manlio; Malizia Alessio
Published in: 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
Publisher: CEUR-WS
DOI: 10.5281/zenodo.8155747

Short Paper: IoT Applications in Viticulture: A Case Study on Sensor Network and Data-Driven Vineyard Management (opens in new window)

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

CZU data platform: Initial Study (opens in new window)

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

CODECS Knowledge Accelerator. Sustainable Digitalisation: Shaping the Future of Agriculture. Highlights' report. (opens in new window)

Author(s): Ntabuhashe, M., Casares Guillén, B., Pazos-Vidal, S.
Published in: 2024
Publisher: CODECS
DOI: 10.5281/ZENODO.10889764

ModeLLer - a prototype to support requirements elicitation in co-design environments (opens in new window)

Author(s): Mannari C.; Anichini E.; Bacco M.; Ferrari A.; Turchi T.; Malizia A.
Published in: RE 2023 - 31st IEEE International Requirements Engineering Conference, Hannover, Germany,04-08/09/2023, 2023, ISBN 979-8-3503-2689-5
Publisher: IEEE
DOI: 10.5281/zenodo.8154545

Remote Sensing and Machine Learning for Riparian Vegetation Detection and Classification (opens in new window)

Author(s): Nicholas Fiorentini; Manlio Bacco; Alessio Ferrari; Massimo Rovai; Gianluca Brunori
Published in: Proceedings of 2023 IEEE International Workshop on Metrology for Agriculture and Forestry, 2023
Publisher: IEEE
DOI: 10.5281/zenodo.10805001

Platform to Decision-Making in Sustainable Tourism and Landscape Protection Based on Signal Detection (opens in new window)

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

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

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

A Methodology for Process Modelling in Living Labs to Foster Agricultural Digitalisation (opens in new window)

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

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

Author(s): Paulus,M., Herrera, B. & Knierim, A.
Published in: Proceedings IFSA 2024 Theme 3, 2024
Publisher: IFSA

Scientific Reports (opens in new window)

Author(s): Malikova, L., Malik, M., Pavlik, J., Ulman, M., Pechouckova, E., Skrivan, M., Kokoska, L. and Tlustos, P.
Published in: Scientific Reports, Issue 14, 2024, ISSN 2045-2322
Publisher: Springer Nature Limited
DOI: 10.1038/s41598-024-54805-3

Perceptions of costs and benefits of farm digitalization in Europe (opens in new window)

Author(s): Constantine Iliopoulos, Irini Theodorakopoulou, Thomas Giotis, Gianluca Brunori
Published in: International Food and Agribusiness Management Review, Issue 28, 2025, ISSN 1559-2448
Publisher: Walter de Gruyter GmbH
DOI: 10.22434/IFAMR.1274

Predictive Battery Life Modeling for LoRaWAN Sensors Using Real-World Deployment Data (opens in new window)

Author(s): Vojtěch Novák , Pavel Ambruz , Eva Kánská , Michal Stočes , Jiří Vaněk , Jan Veselý, Karel Sylvar 
Published in: Agris on-line Papers in Economics and Informatics, Issue 17, 2025, ISSN 1804-1930
Publisher: FEM CZU Prague
DOI: 10.7160/AOL.2025.170305

Elektrotehniski Vestnik/Electrotechnical Review (opens in new window)

Author(s): Stojanova, Simona; Superina, Argene; Verhovnik, Jure; Stojmenova Duh, Emilija
Published in: ELEKTROTEHNIŠKI VESTNIK, 2025, ISSN 0013-5852
Publisher: Elektrotechniska Zveza Slovenije
DOI: 10.5281/ZENODO.15223058

The Future of Vineyard Irrigation: AI-Driven Insights from IoT Data (opens in new window)

Author(s): Simona Stojanova, Mojca Volk, Gregor Balkovec, Andrej Kos, Emilija Stojmenova Duh
Published in: Sensors, Issue 25, 2025, ISSN 1424-8220
Publisher: MDPI AG
DOI: 10.3390/S25123658

Crop and Pasture Science (opens in new window)

Author(s): Véronique Bellon-Maurel; Isabelle Piot-Lepetit; Nina Lachia; Bruno Tisseyre
Published in: Crop and Pasture Science, Issue 74, 2023, ISSN 1836-0947
Publisher: 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 (opens in new window)

Author(s): Delgado-Serrano, María Mar; Alonso-Roldán, María
Published in: Telos: Cuadernos de comunicación e innovación, Issue 124, 2024, ISSN 0213-084X
Publisher: Fundación Telefónica
DOI: 10.5281/zenodo.10992097

Perceptions of the Costs and Benefits of Farm Digitalisation in Europe (opens in new window)

Author(s): Constantine Iliopoulos, Irini Theodorakopoulou, Thomas Giotis, Gianluca Brunori
Published in: EuroChoices, Issue 24, 2025, ISSN 1478-0917
Publisher: Wiley
DOI: 10.1111/1746-692X.12471

ACM Transactions on Software Engineering and Methodology (opens in new window)

Author(s): Alessio Ferrari, Thaide Huichapa, Paola Spoletini, Nicole Novielli, Davide Fucci, Daniela Girardi
Published in: ACM Transactions on Software Engineering and Methodology, 2023, ISSN 1049-331X
Publisher: ACM
DOI: 10.1145/3635712

Forschung und Praxis im Reallabor

Author(s): Paulus Michael, Schäfer Hannah, Knierim Andrea
Published in: B & B Agrar, 2025
Publisher: B & B Agrar

Drone technology in grassland management and semi-natural grassland conservation (opens in new window)

Author(s): Vineta, Gailite; Kaupo, Kokamägi
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.14916342

D1.1 Dissemination, Exploitation, Communication and Outreach Strategy (opens in new window)

Author(s): Garrido, Lucia; Iglesias, Maite; Kantu, Esther; de Galard, Julie; García, Miranda, Pazos-Vidal, Serafin; Abarca, Leticia
Published in: 2023
Publisher: CODECS
DOI: 10.5281/ZENODO.10893565

InfraScience research activity report 2022

Author(s): 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.
Published in: ISTI Annual reports, 2022, 2022
Publisher: ISTI

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

Author(s): Sampaio de Lima, Raul; Gailite, Vineta
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.15382015

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

Author(s): Simona Stojanova, Franc Drobnič, Luka Mali, Argene Superina
Published in: 2025
Publisher: /
DOI: 10.5281/ZENODO.14871957

D 8.1 CODECS Data Management Plan (opens in new window)

Author(s): Pavone, Gina; Brizioli, Sabrina; COLCELLI, VALENTINA
Published in: 2023
Publisher: CODECS
DOI: 10.5281/zenodo.10025015

Grassland habitat management planning: orthophoto and surface temperature maps, Braki, Latvia (opens in new window)

Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.14917584

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