| Naslov: | An IoT sensor system for marine and coastal aquaculture monitoring with blockchain-backed data provenance |
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| Avtorji: | ID Drajić, Dejan (Avtor)
ID Popović, Tomo (Avtor)
ID Krčo, Srdjan (Avtor)
ID Vojičić, Nikola (Avtor)
ID Ogrinc, Nives, Institut "Jožef Stefan" (Avtor)
ID Urošević, Vladimir (Avtor) |
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| Datoteke: |  URL - Izvorni URL, za dostop obiščite https://www.mdpi.com/2077-1312/14/16/1545
 PDF - Predstavitvena datoteka, prenos (50,10 MB)
MD5: E87318281E6CA92094BCD119B2599387
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| Jezik: | Angleški jezik |
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| Tipologija: | 1.01 - Izvirni znanstveni članek |
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| Organizacija: |  IJS - Institut Jožef Stefan
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| Povzetek: | Aquaculture requires continuous environmental monitoring, yet low-cost IoT sensing in marine conditions remains poorly characterised, and the data it produces is rarely accompanied by mechanisms establishing its provenance. This paper presents an IoT sensor system for marine and coastal aquaculture, comprising solar-powered 4G multiparameter nodes, a cloud-native back-end with a RESTful layer, and integration with a blockchain-based change-detection mechanism supplying a GS1-compliant digital product passport. Four nodes in adjacent cages were deployed at a marine site on the Montenegrin Adriatic for eight weeks, measuring temperature, pH, dissolved oxygen, oxidation–reduction potential and conductivity at five-minute resolution. Lacking reference instrumentation, we use agreement between nodes for validation. Temperature showed the closest cross-node agreement, with nodes agreeing to within 0.28 °C, and resolved a coherent cold, low-salinity intrusion detected simultaneously by all four nodes. The electrochemical and optical channels proved precise but not accurate: they tracked relative change coherently while their absolute values diverged, with oxidation–reduction potential moving from 9 mV of agreement to 71 mV over the following weeks. Cross-node coherence in conductivity and dissolved oxygen degraded progressively over the deployment, with no electrochemical or optical channel remaining coherent beyond roughly six weeks. Such sensors suit anomaly detection without calibration but require periodic recalibration for absolute reporting. Tamper-evident provenance is therefore necessary but not sufficient: sensor-level quality assurance is its missing half. |
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| Ključne besede: | IoT sensors, data provenance |
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| Status publikacije: | Objavljeno |
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| Verzija publikacije: | Objavljena publikacija |
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| Poslano v recenzijo: | 24.07.2026 |
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| Datum sprejetja članka: | 18.08.2026 |
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| Datum objave: | 20.08.2026 |
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| Založnik: | MDPI |
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| Leto izida: | 2026 |
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| Št. strani: | str. 1-27 |
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| Številčenje: | Vol. 14, iss. 16, [article no.] 1545 |
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| Izvor: | Švica |
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| PID: | 20.500.12556/DiRROS-32370  |
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| UDK: | 004.6:543 |
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| ISSN pri članku: | 2077-1312 |
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| DOI: | 10.3390/jmse14161545 |
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| COBISS.SI-ID: | 289133827 |
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| Avtorske pravice: | © 2026 by the authors. |
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| Opomba: | Nasl. z nasl. zaslona;
Soavtorica iz Slovenije: Nives Ogrinc;
Opis vira z dne 27. 8. 2026;
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| Datum objave v DiRROS: | 09.09.2026 |
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| Število ogledov: | 74 |
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| Število prenosov: | 47 |
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| Metapodatki: |    |
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