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

Leistungen

Digital technology assessment and demonstration toolkit, draft at M24

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

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.

Digital technology assessment and demonstration toolkit, draft at M36

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 and integrated components, with updates at M24

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.

CODECS platform and integrated components, with updates at M36

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.

Handbook of demonstration of digital technologies, draft at M24

This report represents an update at M24 of D5.1, and it will contain a) the guidance to demonstration (updated), b) insights and conclusions from the demo-farms support, and c) the on-farm and virtual demonstration activities.

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 M36

Update of the DMP at month 36

Report on Policy Environments for digitalisation in Europe

This report will contain a) an analysis of policy environments in the EU and in the UK; b) a typology of the economic models of KIBS that would support farmers in their digitalisation pathways. This report represents an update and extension of D6.1 at M36.

Data management plan, update M18

Update of the DMP at month 18.

Synthesis report on Environmental, Economic, and Social C&B of farm digitalization, draft M24

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.

Dissemination, Exploitation, Communication and Outreach (DECO) Strategy and implementation report update M36

This report will provide an update of the DECO strategy at month 36. It will consist of four distinct sections: i) dissemination; ii) communication; iii) exploitation (by the project and by individual partners); iv) report of the Knowledge Accelerator.

Handbook of demonstration of digital technologies, final version at M36

This report represents a final update of D5.1 at M36. It will contain the final version of a) the guidance to demonstration, b) insights and conclusions from the demo-farms support, and c) the on-farm and virtual demonstration activities.

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.

Veröffentlichungen

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

Autoren: Mannari Chiara; Spagnolo Giorgio Oronzo; Bacco Manlio; Malizia Alessio
Veröffentlicht 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
Herausgeber: CEUR-WS
DOI: 10.5281/zenodo.8155747

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

Autoren: Stojanova, Simona; Stojmenova Duh, Emilija; Kos, Andrej; Volk, Mojca
Veröffentlicht 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

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

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

Autoren: Ntabuhashe, M., Pazos-Vidal, S.
Veröffentlicht in: 2024
Herausgeber: CODECS
DOI: 10.5281/ZENODO.15090930

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

Autoren: Ntabuhashe, M., Casares Guillén, B., Pazos-Vidal, S.
Veröffentlicht in: 2024
Herausgeber: CODECS
DOI: 10.5281/ZENODO.10889764

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

Autoren: Ntabuhashe, M., Pazos-Vidal, S.
Veröffentlicht in: 2025
Herausgeber: CODECS

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

Autoren: Labarthe, Pierre
Veröffentlicht in: 2023, ISBN 978-2-9589569-0-5
Herausgeber: UMR AGIR
DOI: 10.17180/Y125-RN04

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

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

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

Autoren: Ntabuhashe, M., Iglesia, M., Casares Guillén, B.,
Veröffentlicht in: 2024
Herausgeber: CODECS

Remote Sensing and Machine Learning for Riparian Vegetation Detection and Classification

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

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

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

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

Autoren: Ntabuhashe, M., Iglesias, M., Pazos-Vidal, S.,
Veröffentlicht in: 2025
Herausgeber: CODECS
DOI: 10.5281/ZENODO.15267172

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

Autoren: Knierim A., Herrera B., Paulus M., Brunori G., Hortigüela R., Vergamini D., Giagnocavo C.
Veröffentlicht in: Book of abstracts of the26thEuropeanSeminaron Extension &Education, Ausgabe 26, 2023, ISBN 978-2-9589569-0-5
Herausgeber: 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

Autoren: Bacco M.; Dimitri G. M.; Kocian A.; Barsocchi P.; Crivello A.; Brunori G.; Gori M.; Chessa S.
Veröffentlicht in: Annals of Computer Science and Information Systems, Ausgabe pp. 543–548, 2024, ISSN 2300-5963
Herausgeber: PTI
DOI: 10.15439/2024F5291

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

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

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

Autoren: Ntabuhashe, M., Iglesias, M., Pazos-Vidal, S.,
Veröffentlicht in: 2025
Herausgeber: CODECS
DOI: 10.5281/ZENODO.17175207

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

Autoren: Paulus,M., Herrera, B. & Knierim, A.
Veröffentlicht in: Proceedings IFSA 2024 Theme 3, 2024
Herausgeber: IFSA

What are data spaces? Systematic survey and future outlook

Autoren: Manlio Bacco, Alexander Kocian, Stefano Chessa, Antonino Crivello, Paolo Barsocchi
Veröffentlicht in: Data in Brief, Ausgabe 57, 2025, ISSN 2352-3409
Herausgeber: Elsevier BV
DOI: 10.1016/J.DIB.2024.110969

Perceptions of costs and benefits of farm digitalization in Europe

Autoren: Constantine Iliopoulos, Irini Theodorakopoulou, Thomas Giotis, Gianluca Brunori
Veröffentlicht in: International Food and Agribusiness Management Review, Ausgabe 28, 2025, ISSN 1559-2448
Herausgeber: Walter de Gruyter GmbH
DOI: 10.22434/IFAMR.1274

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

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

Data in Brief

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

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

Autoren: Simona Stojanova, Mojca Volk, Gregor Balkovec, Andrej Kos, Emilija Stojmenova Duh
Veröffentlicht in: Sensors, Ausgabe 25, 2025, ISSN 1424-8220
Herausgeber: MDPI AG
DOI: 10.3390/S25123658

Agris On-line Papers in Economics and Informatics

Autoren: Stočes, Michal; Vaněk, Jiří; Jarolímek, Jan; Novák, Vojtěch; Masner, Jan; Šimek, Pavel; Kánská, Eva; Havránek, Martin; Kubata, Karel; Voral, Vladimir
Veröffentlicht in: Agris on-line Papers in Economics and Informatics, Ausgabe Volume XV, Number 4, 2023, ISSN 1804-1930
Herausgeber: 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

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

Elektrotehniski Vestnik/Electrotechnical Review

Autoren: Simona Stojanova, Argene Superina, Jurij Verhovnik, Emilija Stojmenova Duh
Veröffentlicht in: ELEKTROTEHNIŠKI VESTNIK, ISSN 0013-5852
Herausgeber: Elektrotechniska Zveza Slovenije
DOI: 10.5281/ZENODO.15223058

Public irrigation decision support systems (IDSS) in Italy: Description, evaluation and national context overview

Autoren: Mino Sportelli, Antonino Crivello, Manlio Bacco, Giovanni Rallo, Gianluca Brunori
Veröffentlicht in: Smart Agricultural Technology, Ausgabe 9, 2024, ISSN 2772-3755
Herausgeber: Elsevier BV
DOI: 10.1016/J.ATECH.2024.100564

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

Autoren: Maria Bonaria Lai; Daniele Vergamini; Gianluca Brunori
Veröffentlicht in: Foods, Ausgabe 14(12), 2032, 2025, ISSN 2304-8158
Herausgeber: MDPI
DOI: 10.3390/FOODS14122032

Crop and Pasture Science

Autoren: Véronique Bellon-Maurel; Isabelle Piot-Lepetit; Nina Lachia; Bruno Tisseyre
Veröffentlicht in: Crop and Pasture Science, Ausgabe 74, 2023, ISSN 1836-0947
Herausgeber: 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

Autoren: Delgado-Serrano, María Mar; Alonso-Roldán, María
Veröffentlicht in: Telos: Cuadernos de comunicación e innovación, Ausgabe 124, 2024, ISSN 0213-084X
Herausgeber: Fundación Telefónica
DOI: 10.5281/zenodo.10992097

Agris On-line Papers in Economics and Informatics

Autoren: Brabec, Miroslav; Benda, Tomáš; Benda, Petr; Šimek, Pavel; Havránek, Martin; Lohr, Václav
Veröffentlicht in: Agris on-line Papers in Economics and Informatics, Ausgabe Volume XVI, Number 1, 2024, 2024, ISSN 1804-1930
Herausgeber: 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

Autoren: Constantine Iliopoulos, Irini Theodorakopoulou, Thomas Giotis, Gianluca Brunori
Veröffentlicht in: EuroChoices, Ausgabe 24, 2025, ISSN 1478-0917
Herausgeber: Wiley
DOI: 10.1111/1746-692X.12471

Agris On-line Papers in Economics and Informatics

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

Information and Software Technology

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

ACM Transactions on Software Engineering and Methodology

Autoren: Alessio Ferrari, Thaide Huichapa, Paola Spoletini, Nicole Novielli, Davide Fucci, Daniela Girardi
Veröffentlicht in: ACM Transactions on Software Engineering and Methodology, 2023, ISSN 1049-331X
Herausgeber: ACM
DOI: 10.1145/3635712

Anti-staphylococcal activity of soilless cultivated cannabis across the whole vegetation cycle under various nutritional treatments in relation to cannabinoid content

Autoren: Lucie Malikova, Matej Malik, Jan Pavlik, Milos Ulman, Eva Pechouckova, Milos Skrivan, Ladislav Kokoska, Pavel Tlustos
Veröffentlicht in: Scientific Reports, Ausgabe 14, 2024, ISSN 2045-2322
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1038/S41598-024-54805-3

D8.2 DATA MANAGEMENT PLAN, UPDATE M18

Autoren: Pavone; Brizioli; Colcelli; Nadalutti
Veröffentlicht in: Datacite, 2024
Herausgeber: CODECS
DOI: 10.5281/ZENODO.10893947

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

Autoren: Pavone, Gina
Veröffentlicht in: Datacite, 2024
Herausgeber: CODECS
DOI: 10.5281/ZENODO.10781799

Forschung und Praxis im Reallabor

Autoren: Paulus Michael, Schäfer Hannah, Knierim Andrea
Veröffentlicht in: B & B Agrar, 2025
Herausgeber: B & B Agrar

Drone technology in grassland management and semi-natural grassland conservation

Autoren: Vineta, Gailite; Kaupo, Kokamägi
Veröffentlicht in: 2025
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.14916342

D1.1 Dissemination, Exploitation, Communication and Outreach Strategy

Autoren: Garrido, Lucia; Iglesias, Maite; Kantu, Esther; de Galard, Julie; García, Miranda, Pazos-Vidal, Serafin; Abarca, Leticia
Veröffentlicht in: 2023
Herausgeber: CODECS
DOI: 10.5281/ZENODO.10893565

Grassland habitat management planning: orthophoto and surface temperature maps, Braki, Latvia

Autoren: Vineta, Gailite; Kaupo, Kokamägi
Herausgeber: Zenodo - CODECS commnunity
DOI: 10.5281/ZENODO.14917584

InfraScience research activity report 2022

Autoren: 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.
Veröffentlicht in: ISTI Annual reports, 2022, 2022
Herausgeber: ISTI

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

Autoren: Sampaio de Lima, Raul; Gailite, Vineta
Veröffentlicht in: 2025
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.15382015

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

Autoren: Simona Stojanova, Franc Drobnič, Luka Mali, Argene Superina
Veröffentlicht in: 2025
Herausgeber: /
DOI: 10.5281/ZENODO.14871957

D 8.1 CODECS Data Management Plan

Autoren: Pavone, Gina; Brizioli, Sabrina; COLCELLI, VALENTINA
Veröffentlicht in: 2023
Herausgeber: CODECS
DOI: 10.5281/zenodo.10025015

Leistungen

Veröffentlichungen

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