AIMC Topic: Salmo salar

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Applying deep learning and the ecological home range concept to document the spatial distribution of Atlantic salmon parr (Salmo salar L.) in experimental tanks.

Scientific reports Feb 18, 2025
Measuring and monitoring fish welfare in aquaculture research relies on the use of outcome- (biotic) and input-based (e.g., abiotic) welfare indicators (WIs). Incorporating behavioural auditing into this toolbox can sometimes be challenging because s...
Animals Behavior, Animal Homing Behavior Salmo salar Animal Welfare Deep Learning Aquaculture
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Exploring molecular mechanisms underlying changes in lipid fingerprinting of salmon (Salmo salar) during air frying integrating machine learning-guided REIMS and lipidomics analysis.

Food chemistry Aug 5, 2024
Lipid oxidation in air-fried seafood poses a risk to human health. However, the effect of a prooxidant environment on lipid oxidation in seafood at different air frying (AF) temperatures remains unknown. An integrated machine learning (ML) - guided R...
Lipid Metabolism Salmo salar Lipids Oxidation-Reduction Cooking Hot Temperature Seafood Lipidomics Machine Learning Animals Mass Spectrometry
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Automated Measurement of Ovary Development in Atlantic Salmon Using Deep Learning.

Ultrasound in medicine & biology Jan 8, 2024
OBJECTIVE: Salmon breeding companies control the egg stripping period through environmental change, which triggers the need to identify the state of maturation. Ultrasound imaging of the salmon ovary is a proven non-invasive tool for this purpose; ho...
Ovary Image Processing, Computer-Assisted Salmo salar Deep Learning Ultrasonography Female Animals
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On the prediction of SAV transmission among Norwegian aquaculture sites.

Preventive veterinary medicine Dec 30, 2023
Pancreas Disease (PD) is a viral disease that affects Atlantic salmon (Salmo salar) in Norwegian, Scottish and Irish aquaculture. It is caused by salmonid alphavirus (SAV) and represents a significant problem in salmonid farming. Infection with SAV l...
Alphavirus Infections Fish Diseases Animals Pancreatic Diseases Salmonidae Alphavirus Salmo salar Aquaculture
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Genomic and machine learning-based screening of aquaculture-associated introgression into at-risk wild North American Atlantic salmon (Salmo salar) populations.

Molecular ecology resources May 28, 2023
The negative genetic impacts of gene flow from domestic to wild populations can be dependent on the degree of domestication and exacerbated by the magnitude of pre-existing genetic differences between wild populations and the domestication source. Re...
Polymorphism, Single Nucleotide Aquaculture Animals, Wild Genomics Microsatellite Repeats Machine Learning Genetics, Population Animals Genetic Introgression Salmo salar North America
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Computer vision based individual fish identification using skin dot pattern.

Scientific reports Aug 19, 2021
Precision fish farming is an emerging concept in aquaculture research and industry, which combines new technologies and data processing methods to enable data-based decision making in fish farming. The concept is based on the automated monitoring of ...
Salmo salar Pattern Recognition, Automated Skin Pigmentation Animals Imaging, Three-Dimensional Neural Networks, Computer Artificial Intelligence
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Rapid Identification of Rainbow Trout Adulteration in Atlantic Salmon by Raman Spectroscopy Combined with Machine Learning.

Molecules (Basel, Switzerland) Aug 6, 2019
This study intends to evaluate the utilization potential of the combined Raman spectroscopy and machine learning approach to quickly identify the rainbow trout adulteration in Atlantic salmon. The adulterated samples contained various concentrations ...
Spectrum Analysis, Raman Salmo salar Adipose Tissue Oncorhynchus mykiss Machine Learning Animals
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Identification of spectral signature for in situ real-time monitoring of smoltification.

Applied optics May 10, 2021
We describe the use of an optical hyperspectral sensing technique to identify the smoltification status of Atlantic salmon (Salmo salar) based on spectral signatures, thus potentially providing smolt producers with an additional tool to verify the os...
Seawater Electronic Data Processing Machine Learning Adaptation, Physiological Animals Aquaculture Osmoregulation Biosensing Techniques Salmo salar Fresh Water
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