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

Resultado final

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.

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.

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.

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.

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.

Report on Digital Ecosystems draft M24

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

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.

Publicaciones

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

Autores: Mannari Chiara; Spagnolo Giorgio Oronzo; Bacco Manlio; Malizia Alessio
Publicado en: 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
Editor: CEUR-WS
DOI: 10.5281/zenodo.8155747

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

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

CZU data platform: Initial Study

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

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

Autores: Ntabuhashe, M., Pazos-Vidal, S.
Publicado en: 2024
Editor: CODECS
DOI: 10.5281/ZENODO.15090930

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

Autores: Ntabuhashe, M., Casares Guillén, B., Pazos-Vidal, S.
Publicado en: 2024
Editor: CODECS
DOI: 10.5281/ZENODO.10889764

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

Autores: Ntabuhashe, M., Pazos-Vidal, S.
Publicado en: 2025
Editor: CODECS

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

Autores: Labarthe, Pierre
Publicado en: 2023, ISBN 978-2-9589569-0-5
Editor: UMR AGIR
DOI: 10.17180/Y125-RN04

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

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

Remote Sensing and Machine Learning for Riparian Vegetation Detection and Classification

Autores: Nicholas Fiorentini; Manlio Bacco; Alessio Ferrari; Massimo Rovai; Gianluca Brunori
Publicado en: Proceedings of 2023 IEEE International Workshop on Metrology for Agriculture and Forestry, 2023
Editor: IEEE
DOI: 10.5281/zenodo.10805001

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

Autores: Ntabuhashe, M., Iglesia, M., Casares Guillén, B.,
Publicado en: 2024
Editor: CODECS

Remote Sensing and Machine Learning for Riparian Vegetation Detection and Classification

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

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

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

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

Autores: Ntabuhashe, M., Iglesias, M., Pazos-Vidal, S.,
Publicado en: 2025
Editor: CODECS
DOI: 10.5281/ZENODO.15267172

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

Autores: Knierim A., Herrera B., Paulus M., Brunori G., Hortigüela R., Vergamini D., Giagnocavo C.
Publicado en: Book of abstracts of the26thEuropeanSeminaron Extension &Education, Edición 26, 2023, ISBN 978-2-9589569-0-5
Editor: 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

Autores: Bacco M.; Dimitri G. M.; Kocian A.; Barsocchi P.; Crivello A.; Brunori G.; Gori M.; Chessa S.
Publicado en: Annals of Computer Science and Information Systems, Edición pp. 543–548, 2024, ISSN 2300-5963
Editor: PTI
DOI: 10.15439/2024F5291

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

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

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

Autores: Ntabuhashe, M., Iglesias, M., Pazos-Vidal, S.,
Publicado en: 2025
Editor: CODECS
DOI: 10.5281/ZENODO.17175207

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

Autores: Paulus,M., Herrera, B. & Knierim, A.
Publicado en: Proceedings IFSA 2024 Theme 3, 2024
Editor: IFSA

Scientific Reports

Autores: Malikova, L., Malik, M., Pavlik, J., Ulman, M., Pechouckova, E., Skrivan, M., Kokoska, L. and Tlustos, P.
Publicado en: Scientific Reports, Edición 14, 2024, ISSN 2045-2322
Editor: Springer Nature Limited
DOI: 10.1038/s41598-024-54805-3

Perceptions of costs and benefits of farm digitalization in Europe

Autores: Constantine Iliopoulos, Irini Theodorakopoulou, Thomas Giotis, Gianluca Brunori
Publicado en: International Food and Agribusiness Management Review, Edición 28, 2025, ISSN 1559-2448
Editor: Walter de Gruyter GmbH
DOI: 10.22434/IFAMR.1274

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

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

Elektrotehniski Vestnik/Electrotechnical Review

Autores: Stojanova, Simona; Superina, Argene; Verhovnik, Jure; Stojmenova Duh, Emilija
Publicado en: ELEKTROTEHNIŠKI VESTNIK, 2025, ISSN 0013-5852
Editor: Elektrotechniska Zveza Slovenije
DOI: 10.5281/ZENODO.15223058

Data in Brief

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

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

Autores: Simona Stojanova, Mojca Volk, Gregor Balkovec, Andrej Kos, Emilija Stojmenova Duh
Publicado en: Sensors, Edición 25, 2025, ISSN 1424-8220
Editor: MDPI AG
DOI: 10.3390/S25123658

Agris On-line Papers in Economics and Informatics

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

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

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

Autores: Maria Bonaria Lai; Daniele Vergamini; Gianluca Brunori
Publicado en: Foods, Edición 14(12), 2032, 2025, ISSN 2304-8158
Editor: MDPI
DOI: 10.3390/FOODS14122032

Crop and Pasture Science

Autores: Véronique Bellon-Maurel; Isabelle Piot-Lepetit; Nina Lachia; Bruno Tisseyre
Publicado en: Crop and Pasture Science, Edición 74, 2023, ISSN 1836-0947
Editor: 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

Autores: Delgado-Serrano, María Mar; Alonso-Roldán, María
Publicado en: Telos: Cuadernos de comunicación e innovación, Edición 124, 2024, ISSN 0213-084X
Editor: Fundación Telefónica
DOI: 10.5281/zenodo.10992097

Agris On-line Papers in Economics and Informatics

Autores: Brabec, Miroslav; Benda, Tomáš; Benda, Petr; Šimek, Pavel; Havránek, Martin; Lohr, Václav
Publicado en: Agris on-line Papers in Economics and Informatics, Edición Volume XVI, Number 1, 2024, 2024, ISSN 1804-1930
Editor: 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

Autores: Constantine Iliopoulos, Irini Theodorakopoulou, Thomas Giotis, Gianluca Brunori
Publicado en: EuroChoices, Edición 24, 2025, ISSN 1478-0917
Editor: Wiley
DOI: 10.1111/1746-692X.12471

Agris On-line Papers in Economics and Informatics

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

Information and Software Technology

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

ACM Transactions on Software Engineering and Methodology

Autores: Alessio Ferrari, Thaide Huichapa, Paola Spoletini, Nicole Novielli, Davide Fucci, Daniela Girardi
Publicado en: ACM Transactions on Software Engineering and Methodology, 2023, ISSN 1049-331X
Editor: ACM
DOI: 10.1145/3635712

D8.2 DATA MANAGEMENT PLAN, UPDATE M18

Autores: Pavone; Brizioli; Colcelli; Nadalutti
Publicado en: Datacite, 2024
Editor: CODECS
DOI: 10.5281/ZENODO.10893947

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

Autores: Pavone, Gina
Publicado en: Datacite, 2024
Editor: CODECS
DOI: 10.5281/ZENODO.10781799

Forschung und Praxis im Reallabor

Autores: Paulus Michael, Schäfer Hannah, Knierim Andrea
Publicado en: B & B Agrar, 2025
Editor: B & B Agrar

Drone technology in grassland management and semi-natural grassland conservation

Autores: Vineta, Gailite; Kaupo, Kokamägi
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.14916342

D1.1 Dissemination, Exploitation, Communication and Outreach Strategy

Autores: Garrido, Lucia; Iglesias, Maite; Kantu, Esther; de Galard, Julie; García, Miranda, Pazos-Vidal, Serafin; Abarca, Leticia
Publicado en: 2023
Editor: CODECS
DOI: 10.5281/ZENODO.10893565

InfraScience research activity report 2022

Autores: 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.
Publicado en: ISTI Annual reports, 2022, 2022
Editor: ISTI

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

Autores: Sampaio de Lima, Raul; Gailite, Vineta
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.15382015

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

Autores: Simona Stojanova, Franc Drobnič, Luka Mali, Argene Superina
Publicado en: 2025
Editor: /
DOI: 10.5281/ZENODO.14871957

D 8.1 CODECS Data Management Plan

Autores: Pavone, Gina; Brizioli, Sabrina; COLCELLI, VALENTINA
Publicado en: 2023
Editor: CODECS
DOI: 10.5281/zenodo.10025015

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

Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.14917584

Resultado final

Publicaciones

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