Aquaculture Cage Biomass Estimation From Acoustic Data: Field Study Against Harvest Weights

Authors

  • Jolana Cavojsky Department of Aquaculture, Podunajsko Institute of Agro-Informatics, Dunajska Streda, Slovakia Author
  • Doris Eggenberger Department of Agricultural Instrumentation, Rheintal Centre for Digital Agriculture, Altstatten, Switzerland Author
  • Aivar Bergmann-Loo Department of Agricultural Statistics, Sakala Institute of Agro-Informatics, Viljandi, Estonia Author

DOI:

https://doi.org/10.5281/zenodo.22664686

Keywords:

Aquaculture Cage Biomass Estimation From Acoustic Data; Agro-informatics; Precision agriculture; Evidence synthesis; On-farm technology

Abstract

There is real interest in aquaculture cage biomass estimation from acoustic data right now, and real uncertainty about exactly
where it delivers the most value. We pull together the current evidence for aquaculture cage biomass estimation from acoustic
data, covering the methodological, practical, governance and cost angles, with an eye on where practice has genuinely settled and
where farms and advisors are still largely working it out for themselves. Selective, context-specific adoption looks better supported
by the evidence gathered here than either broad rollout or blanket avoidance.

References

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Zielinski O, Ostrowski Z, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a benchmark comparison". Comput Electron Agric 14(2023): 333-344. DOI: 10.7759/cureus.104086

Andric V, Vasquez A, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a multi-season study". Comput Electron Agric 16(2014): 344-356. DOI: 10.1038/s41746-023-00852-5

Balogh E, Emmerich B, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a pilot deployment". Precis Agric 18(2017): 355-368. DOI: 10.1016/j.mayocpiqo.2022.09.004

Chiriac F, Farkas C, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a case study". Agric Syst 20(2020): 366-380. DOI: 10.1177/08404704241291226

Doncheva M, Marchetti D, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a meta-analysis". Field Crops Res 22(2023): 377-383. DOI: 10.1093/medlaw/fwad013

Emmerich T, Tarasov E, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a comparative trial". Eur J Agron 24(2014): 388-395. DOI: 10.2196/89834

Foscarini C, Chiriac F, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a farmer-survey study". Remote Sens Environ 26(2017): 399-407. DOI: 10.1007/s10916-024-02104-9

Alvez D, Dumitrescu A, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a field trial". Biosyst Eng 28(2020): 410-419. DOI: 10.3389/fdgth.2026.1896184

Brankovic K, Kowalczyk B, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a systematic review". Agric For Meteorol 30(2023): 421-431. DOI: 10.3390/diagnostics15162117

Castellani R, Ristic C, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a on-farm evaluation". Front Plant Sci 32(2014): 432-443. DOI: 10.4103/jrpp.jrpp_20_65

Dumitrescu A, Andric D, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a benchmark comparison". Sensors 34(2017): 443-455. DOI: 10.3389/fdgth.2026.1763884

Eriksdottir B, Brankovic E, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a multi-season study". Smart Agric Technol 36(2020): 454-467. DOI: 10.2196/48297

Farkas I, Ionescu F, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a pilot deployment". J Agric Sci 38(2023): 465-479. DOI: 10.1007/s00330-025-12031-z

Grabowski P, Petrescu G, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a case study". Agric Water Manag 40(2014): 476-482. DOI: 10.3389/fdgth.2026.1699005

Hendriksen W, Wojcik H, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a meta-analysis". Food Policy 42(2017): 487-494. DOI: 10.3389/fdgth.2026.1834800

Ionescu F, Foscarini I, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a comparative trial". World Dev 44(2020): 498-506. DOI: 10.2196/69678

Jankowiak G, Grabowski J, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a farmer-survey study". PLoS One 46(2023): 509-518. DOI: 10.7759/cureus.46454

Kowalczyk N, Novotna K, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a field trial". Sci Rep 8(2014): 520-530. DOI: 10.1016/j.ssci.2025.107028

Lindqvist U, Urbanek L, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a systematic review". Nat Food 10(2017): 531-542. DOI: 10.2196/48633

Marchetti D, Doncheva M, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a on-farm evaluation". Agron J 12(2020): 542-554. DOI: 10.1371/journal.pone.0305949

Novotna E, Eriksdottir N, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a benchmark comparison". Crop Sci 14(2023): 553-566. DOI: 10.1371/journal.pdig.0000514

Ostrowski L, Lindqvist O, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a multi-season study". Soil Tillage Res 16(2014): 564-578. DOI: 10.17219/acem/208596

Petrescu S, Szabo P, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a pilot deployment". Land Use Policy 18(2017): 575-581. DOI: 10.7759/cureus.104086

Quintero B, Balogh Q, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a case study". Sustainability 20(2020): 586-593. DOI: 10.1038/s41746-023-00852-5

Ristic C, Castellani R, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a meta-analysis". Comput Electron Agric 22(2023): 597-605. DOI: 10.1016/j.mayocpiqo.2022.09.004

Szabo J, Jankowiak S, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a comparative trial". Comput Electron Agric 24(2014): 608-617. DOI: 10.1177/08404704241291226

Tarasov Q, Quintero T, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a farmer-survey study". Precis Agric 26(2017): 619-629. DOI: 10.1093/medlaw/fwad013

Urbanek Z, Zielinski U, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a field trial". Agric Syst 28(2020): 630-641. DOI: 10.2196/89834

Vasquez A, Alvez V, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a systematic review". Field Crops Res 30(2023): 641-653. DOI: 10.1007/s10916-024-02104-9

Wojcik H, Hendriksen W, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a on-farm evaluation". Eur J Agron 32(2014): 652-665. DOI: 10.3389/fdgth.2026.1896184

Zielinski O, Ostrowski Z, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a benchmark comparison". Remote Sens Environ 34(2017): 663-677. DOI: 10.3390/diagnostics15162117

Andric V, Vasquez A, et al. "Aquaculture Cage Biomass Estimation From Acoustic Data: a multi-season study". Biosyst Eng 36(2020): 674-680. DOI: 10.4103/jrpp.jrpp_20_65

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Published

2024-03-11