Evidence map›Paper›PMID 40968936›Full record

ArticleSensors (Basel, Switzerland)2025

Interoperable Traceability in Agrifood Supply Chains: Enhancing Transport Systems Through IoT Sensor Data, Blockchain, and DataSpace.

Giovanni Farina, Alexander Kocian, Gianluca Brunori, Stefano Chessa, Maria Bonaria Lai, Daniele Nardi, Claudio Schifanella, Susanna Bonura, Nicola Masi, Sergio Comella and 11 more

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

21 authors.

Giovanni FarinaDepartment of Engineering, Niccolò Cusano University, 00166 Rome, Italy.ORCID 0000-0002-4792-5305
Alexander KocianUniversity of Pisa, 56124 Pisa, Italy.ORCID 0000-0001-8847-0768
Gianluca BrunoriUniversity of Pisa, 56124 Pisa, Italy.ORCID 0000-0003-2905-9738
Stefano ChessaUniversity of Pisa, 56124 Pisa, Italy.ORCID 0000-0002-1248-9478
Maria Bonaria LaiDepartment of Economics and Business Sciences, University of Cagliari, 09123 Cagliari, Italy.ORCID 0000-0001-6065-5525
Daniele NardiDepartment of Computer, Control and Management Engineering, Sapienza University of Rome, 00185 Rome, Italy.ORCID 0000-0001-6606-200X
Claudio SchifanellaComputer Science Department, University of Turin, 10126 Turin, Italy.ORCID 0000-0001-7449-6529
Susanna BonuraEngineering Ingegneria Informatica S.p.A, 00144 Roma, Italy.ORCID 0000-0002-7094-1995
Nicola MasiEngineering Ingegneria Informatica S.p.A, 00144 Roma, Italy.
Sergio ComellaEngineering Ingegneria Informatica S.p.A, 00144 Roma, Italy.
Fiorenzo AmbrosinoENEA Italian National Agency for New Technologies, Energy and Sustainable Economic Development, 00123 Rome, Italy.ORCID 0000-0003-1055-1298
Angelo MarianoENEA Italian National Agency for New Technologies, Energy and Sustainable Economic Development, 00123 Rome, Italy.ORCID 0000-0001-7623-3263
Lucio ColizziDipartimento di Informatica, Università degli Studi di Bari, 70126 Bari, Italy.ORCID 0000-0003-2840-7235
Giovanna Maria DimitriDepartment of Information Engineering and Mathematics (DIISM), University of Siena, 53100 Siena, Italy.ORCID 0000-0002-2728-4272
Marco GoriDepartment of Information Engineering and Mathematics (DIISM), University of Siena, 53100 Siena, Italy.ORCID 0000-0001-6337-5430
Franco ScarselliDepartment of Information Engineering and Mathematics (DIISM), University of Siena, 53100 Siena, Italy.ORCID 0000-0003-1307-0772
Silvia BonomiDepartment of Computer, Control and Management Engineering, Sapienza University of Rome, 00185 Rome, Italy.ORCID 0000-0001-9928-5357
Enrico AlmiciAntares Vision Group, 25039 Travagliato, Italy.
Luca AntigaOROBIX Srl, 24121 Bergamo, Italy.
Antonio Salvatore FiorentinoOROBIX Srl, 24121 Bergamo, Italy.
Lucio MoreschiAntares Vision Group, 25039 Travagliato, Italy.

Funding

National Recovery and Resilience Plan (PNRR) financed by the European Union "Next Generation EU" AGRITECH "National Research Centre for Agricultural Technologies" - CUP CN00000022
6 · The paper itself

Abstract

Traceability plays a critical role in ensuring the quality, safety, and transparency of supply chains, where transportation stakeholders are fundamental to the efficient movement of goods. However, the diversity of actors involved poses significant challenges to achieving these goals. Each organization typically operates its own information system, tailored to manage internal data, but often lacks the ability to communicate effectively with external systems. Moreover, when data exchange between different systems is required, it becomes critical to maintain full control over the shared data and to manage access rights precisely. In this work, we propose the concept of

Indexed as

agrifoodblockchainintelligent transport systemsinternational data spaceinternet of thingstraceability

Identifiers

PMID40968936
PMCPMC12158375

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.