Cristin-prosjekt-ID: 2497164
Sist endret: 11. oktober 2021, 15:14

Cristin-prosjekt-ID: 2497164
Sist endret: 11. oktober 2021, 15:14
Prosjekt

CRIMAC: Centre for research based innovation in marine acoustic abundance estimation and backscatter classification

prosjektleder

Nils Olav Handegard
ved Havforskningsinstituttet

prosjekteier / koordinerende forskningsansvarlig enhet

  • Havforskningsinstituttet

Klassifisering

Vitenskapsdisipliner

Elektromagnetisme, akustikk, optikk • Anvendt matematikk • Fiskeriteknologi • Marin teknologi

Emneord

Akvakultur • Akustikk i havet • Fiske • Bredbånd

Kategorier

Prosjektkategori

  • Anvendt forskning

Kontaktinformasjon

Telefon
+4795854057
Sted
Nils Olav Handegard

Tidsramme

Aktivt
Start: 1. desember 2020 Slutt: 31. desember 2027

Beskrivelse Beskrivelse

Tittel

CRIMAC: Centre for research based innovation in marine acoustic abundance estimation and backscatter classification

Vitenskapelig sammendrag

Fisheries acoustics is used to monitor the largest fish and krill stocks in the world?s oceans and to study marine ecosystems. A modern fishery without acoustic tools for detection, inspection and monitoring of seabed, schools, and the catching process is unthinkable. New wideband echo sounders offer a new opportunity in this arena for Norwegian science and industry. Science and fishing vessels can not only observe the echo amplitude and density of fish under the vessel, but also utilize the backscattered echo spectrum from the organisms. For simplicity, we prefer to define this as the echo dialect of the objects, as for example, an echo from an individual herring is affected by body shape, swim bladder, body constituent and behavior, and is different from the mackerel ?echo dialect". We propose that systematic experimental and in situ research can be used to understand and interpret the different echo dialects from fish and marine organisms. We will further expand on existing multifrequency methods for classification and target sizing by utilizing modern machine learning techniques. This will improve the accuracy of existing monitoring methods and help the fishing skipper to make good catch decisions. Further, direct optical observations from the trawl and use of active selection devises will reduce bycatch. For accurate verification of acoustic recordings, we need continuous optical information from the trawl cod end. This will be achieved with the Scantrol DeepVision system, here tested with active selection devices, and open/closing nets. Discrete samples may then be taken sequentially in deep water, such as in mesopelagic communities. Wideband technology has been miniaturized and can be installed in probes, bottom landers, and surface and underwater unmanned vehicles (drones). We will assess how these can improve scientific monitoring by increased adaptive sampling, and how drones can be used in fishing for forward-mapping and inspection prior to catching.

prosjektdeltakere

prosjektleder
Aktiv cristin-person

Nils Olav Handegard

  • Tilknyttet:
    Prosjektleder
    ved Havforskningsinstituttet

Egil Ona

  • Tilknyttet:
    Prosjektdeltaker
    ved Økosystemakustikk ved Havforskningsinstituttet

Yngve Heggelund

  • Tilknyttet:
    Prosjektdeltaker
    ved NORCE Norwegian Research Centre AS

Inge Kristian Eliassen

  • Tilknyttet:
    Prosjektdeltaker
    ved NORCE Norwegian Research Centre AS

Geir Pedersen

  • Tilknyttet:
    Prosjektdeltaker
    ved Havforskningsinstituttet
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Resultater Resultater

Machine Learning + Marine Science: Critical Role of Partnerships in Norway.

Handegard, Nils Olav; Eikvil, Line; Jenssen, Robert; Kampffmeyer, Michael; Salberg, Arnt Børre; Malde, Ketil. 2021, Journal of Ocean Technology. NR, HAVFORSKFagartikkel

Ny teknologi kan gjøre at forskerne slipper å ta fisken om bord.

Tenningen, Maria; Hammersland, Hege. 2021, SCANTROL, HAVFORSKIntervju

Echo sounder developments during my scientific life, - from EK38 to EK80, some significant steps .

Ona, Egil. 2021, ICES WGFAST and ICES-FAO WGFTFB. HAVFORSKVitenskapelig foredrag

Nonlinear higher harmonics and crosstalk in broadband multi-channels echosounders.

Khodabandeloo, Babak; Ona, Egil; Macaulay, Gavin; Korneliussen, Rolf. 2021, ICES WGFAST and ICES-FAO WGFTFB. HAVFORSK, UIBVitenskapelig foredrag

Direct measurements of the migration speed of spawning herring.

Ona, Egil; Zhang, Guosong; Handegard, Nils Olav; Berg, Sverre; Andersen, Lars N. 2021, ICES WGFAST and ICES-FAO WGFTFB. KONGSBERG, HAVFORSKVitenskapelig foredrag
1 - 5 av 19 | Neste | Siste »