Blar i forfatter Mastergradsoppgaver i fiskeri- og havbruksvitenskap "Aspen, Nikolai"
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Identifying significant factors and optimal sites for commercial salmon farming in northern Norway. An integrated GIS and machine learning approach using random forest.
Aspen, Nikolai (Master thesis; Mastergradsoppgave, 2022-05-16)This study presents a data-driven modelling approach to identify important factors influencing the growth- and mortality rate for farmed salmon in northern Norway. Furthermore, a model is trained to determine the best fish farming sites and identify optimal areas with the best geographical conditions. Aquaculture site production and location data from 323 salmon farming sites (all licensed aquaculture ...