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dc.contributor.advisorAlfredsen, Jo Arve
dc.contributor.advisorFøre, Martin
dc.contributor.advisorOlsen, Rolf Erik
dc.contributor.authorSvendsen, Eirik
dc.date.accessioned2023-10-09T07:48:52Z
dc.date.available2023-10-09T07:48:52Z
dc.date.issued2023
dc.identifier.isbn978-82-326-7377-3
dc.identifier.issn2703-8084
dc.identifier.urihttps://hdl.handle.net/11250/3095142
dc.description.abstractAtlantic salmon aquaculture is a major food industry with 1.5 million tonnes produced for worldwide consumption in 2022. However, in Norway during the same year, current farming methods resulted in a 17.1% mortality rate (56.7 million individuals). Not only does this reduce profitability, it also leaves room for considerable improvement with respect to responsible marine aquaculture. Part of the losses in Atlantic salmon farming can be attributed to lack of objective data for the fish’s behavioural and physiological responses and how they are related to health and welfare in different farming contexts. The main objective of this PhD project has therefore been to enable realtime data collection of fish parameters during full scale farming operations by creating technologies for behavioural and physiological monitoring to uncover their relation to stress and, by extension, welfare. To this end, it was first shown that the connection between measured behavioural and physiological responses and stress could be made using existing off-the-shelf implants measuring heart rate and motion and blood sample analysis. The sensing principle of pulse oximetry was then selected because it would add to the suite of physiological parameters possible to obtain in real-time during full scale farming operations. The sensing principle was validated by measurement of the optical properties of Atlantic salmon blood. These measurements showed that its optical properties were such that pulse oximeters intended for humans can be used for this species. This was further verified by in vitro measurements of oxygenated and deoxygenated whole blood samples using an off the shelf miniaturized pulse oximeter and Monte Carlo simulations. Because welfare considerations indicated that sensors should be implanted in fish, eight different locations within the peritoneal cavity of live, anesthetized Atlantic salmon were tested. The location giving the best signals across individuals in terms of signal quality index was then used as input to hardware design. An implant simultaneously logging acceleration, rotation rates, compass heading, magnetic field strength, temperature, electrocardiogram and photoplethysmogram was then realized using standard electronic components. The implant was then tested using live, free swimming fish under normoxic and hypoxic conditions. Using the collected data correction parameters were calculated and SpO2 estimated. Based on this research it was concluded that the implant successfully enabled simultaneous logging of data to connect behaviour and physiological responses with the novel addition of pulse oximetry. This work, thus, added to the toolbox for measurement and evaluation of behaviour and physiological responses in terms of stress and animal welfare in both research and full scale Atlantic salmon farming.en_US
dc.language.isonoben_US
dc.publisherNTNUen_US
dc.relation.ispartofseriesDoctoral theses at NTNU;2023:339
dc.relation.haspartPaper A: Svendsen, Eirik; Føre, Martin; Økland, Finn; Gräns, Albin; Hedger, Richard David; Alfredsen, Jo Arve; Uglem, Ingebrigt; Rosten, Carolyn; Frank, Kevin; Erikson, Ulf Gøran; Finstad, Bengt. Heart rate and swimming activity as stress indicators for Atlantic salmon (Salmo salar). Aquaculture 2020 ;Volum 531. https://doi.org/10.1016/j.aquaculture.2021.735804 This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).en_US
dc.relation.haspartPaper B: Føre, Martin; Svendsen, Eirik; Økland, Finn; Gräns, Albin; Alfredsen, Jo Arve; Finstad, Bengt; Hedger, Richard David; Uglem, Ingebrigt. Heart rate and swimming activity as indicators of post-surgical recovery time of Atlantic salmon (Salmo salar). Animal Biotelemetry 2021 ;Volum 9.https://doi.org/10.1186/s40317-020-00226-8 This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).en_US
dc.relation.haspartPaper C: Svendsen, Eirik; Økland, Finn; Føre, Martin; Randeberg, Lise Lyngsnes; Finstad, Bengt; Olsen, Rolf Erik; Alfredsen, Jo Arve. Optical measurement of tissue perfusion changes as an alternative to electrocardiography for heart rate monitoring in Atlantic salmon (Salmo salar). Animal Biotelemetry 2021 ;Volum 9.(41) s. 1-12 https://doi.org/10.1186/s40317-021-00264-wen_US
dc.relation.haspartPaper D: Svendsen, Eirik; Føre, Martin; Randeberg, Lise Lyngsnes; Alfredsen, Jo Arve. Design of a novel biosensor implant for farmed Atlantic salmon (Salmo salar). I: IEEE Sensors 2021 Conference Proceedings. IEEE Sensors Council 2021 https://doi.org/10.1109/SENSORS47087.2021.9639671en_US
dc.relation.haspartPaper E: Svendsen, Eirik; Randeberg, Lise Lyngsnes; Føre, Martin; Finstad, Bengt; Olsen, Rolf-Erik; Bloecher, Nina; Alfredsen, Jo Arve. Data for characterization of the optical properties of Atlantic salmon (Salmo salar) blood. Journal of Biophotonics 2023 https://doi.org/10.1002/jbio.202300073 This is an open access article under the terms of the Creative Commons Attribution License,CC BY 4.0en_US
dc.relation.haspartPaper F: Svendsen, Eirik; Føre, Martin; Randeberg, Lise Lyngsnes; Olsen, Rolf-Erik; Finstad, Bengt; Remen, Mette; Bloecher, Nina; Alfredsen, Jo Arve. ECG augmented pulse oximetry in Atlantic salmon (Salmo salar)—A pilot study. Computers and Electronics in Agriculture 2023 ;Volum 212. https://doi.org/10.1016/j.compag.2023.108081 This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).en_US
dc.titleImplantable sensing technologies for monitoring of behavioural and physiological dynamics in farmed Atlantic salmonen_US
dc.typeDoctoral thesisen_US
dc.subject.nsiVDP::Technology: 500::Information and communication technology: 550::Technical cybernetics: 553en_US


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