Statistical modelling of voluntary feed intake in individual Atlantic salmon (Salmo salar L.)

Precision feeding aims to provide the correct amount of feed to farmed animals for optimal growth and performance and to avoid feed waste. However, knowledge underlying the meal-to-meal variability in voluntary feed intake of farmed species is still limited. This study examined the relationship between meals, feed deprivation time and the feed (pellets) consumed by Atlantic salmon post smolts. The data was collected from individual fish handfed to satiety without social interaction in three independent short-term (6-12 days) experiments. The fixed variables of our model (feed deprivation time (i.e., time between meals), number of pellets provided, day, previous meal size, and fish growth) explained most of the feed intake (number of pellets ingested) (R2 0.68). Results show that fish ingested more pellets over the course of the trials as they grew, resulting in a positive correlation between feed intake and fish growth (final minus initial fish weight). The time between meals and prior meal size (the number of pellets ingested in the previous meal) significantly affected feed intake in the following meal. Our results suggest that it is possible to optimise meal size by considering the size of the previous meal and the time since it was given.

[1]  C. Navarro-Guillén,et al.  Gut transit of daily consecutive meals in greater amberjack juveniles reared at different temperatures , 2023, Aquaculture.

[2]  T. Aspevik,et al.  Disintegration stability of extruded fish feed affects gastric functions in Atlantic salmon (Salmo salar) , 2021 .

[3]  M. Føre,et al.  Bio-sensing technologies in aquaculture: how remote monitoring can bring us closer to our farm animals , 2021, Philosophical Transactions of the Royal Society B.

[4]  A. Gaetano,et al.  A mathematical model of food intake. , 2021, Mathematical biosciences and engineering : MBE.

[5]  T. Åsgård,et al.  Physical feed properties affect gastrointestinal passage rate in Atlantic salmon, Salmo salar , 2020 .

[6]  F. Asche,et al.  Production cost and competitiveness in major salmon farming countries 2003–2018 , 2020 .

[7]  H. Volkoff,et al.  Effects of temperature on feeding and digestive processes in fish , 2020, Temperature.

[8]  Shirley Thompson,et al.  Global Aquaculture Productivity, Environmental Sustainability, and Climate Change Adaptability , 2018, Environmental Management.

[9]  M. Conde-Sieira,et al.  Stress Effects on the Mechanisms Regulating Appetite in Teleost Fish , 2018, Front. Endocrinol..

[10]  M. Delgado,et al.  Central regulation of food intake in fish: an evolutionary perspective. , 2018, Journal of molecular endocrinology.

[11]  Casper W. Berg,et al.  glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized Linear Mixed Modeling , 2017, R J..

[12]  T. Åsgård,et al.  Measurement of gastrointestinal passage rate in Atlantic salmon (Salmo salar) fed dry or soaked feed , 2017 .

[13]  H. Volkoff,et al.  Appetite-Controlling Endocrine Systems in Teleosts , 2017, Front. Endocrinol..

[14]  C. Noble,et al.  Evaluating the Effects of a Short‐Term Feed Restriction Period on the Behavior and Welfare of Atlantic Salmon, Salmo salar, parr Using Social Network Analysis and Fin Damage , 2017 .

[15]  H. Volkoff The Neuroendocrine Regulation of Food Intake in Fish: A Review of Current Knowledge , 2016, Front. Neurosci..

[16]  F. Asche,et al.  The relationship between input-factor and output prices in commodity industries: The case of Norwegian salmon aquaculture , 2016 .

[17]  K. Glover,et al.  Risk assessment of the environmental impact of Norwegian Atlantic salmon farming , 2015 .

[18]  Ader Gómez-Pearanda,et al.  Determination of the stomach emptying time of tilapia Oreochromis sp . using different weekly feeding frequencies and starvation , 2014 .

[19]  C. Noble,et al.  Investigating the influence of predictable and unpredictable feed delivery schedules upon the behaviour and welfare of Atlantic salmon parr (Salmo salar) using social network analysis and fin damage , 2012 .

[20]  T. Hansen,et al.  Ghrelin is involved in voluntary anorexia in Atlantic salmon raised at elevated sea temperatures. , 2012, General and comparative endocrinology.

[21]  H. Berthoud Metabolic and hedonic drives in the neural control of appetite: who is the boss? , 2011, Current Opinion in Neurobiology.

[22]  E. Kulczykowska,et al.  Behavioural indicators of welfare in farmed fish , 2011, Fish Physiology and Biochemistry.

[23]  Donald M. Broom,et al.  Social network analysis of behavioural interactions influencing fin damage development in Atlantic salmon (Salmo salar) during feed-restriction , 2010 .

[24]  H. Volkoff,et al.  Influence of intrinsic signals and environmental cues on the endocrine control of feeding in fish: potential application in aquaculture. , 2010, General and comparative endocrinology.

[25]  K. Ruohonen,et al.  Dynamics of protein and lipid intake regulation of rainbow trout studied with a wide lipid range of encapsulated diets and self-feeders , 2009, Physiology & Behavior.

[26]  A. Alanärä,et al.  A test of a feed budget model for rainbow trout, Oncorhynchus mykiss (Walbaum) , 2001 .

[27]  Felicity A. Huntingford,et al.  Social interactions and the distribution of food among one-sea-winter Atlantic salmon (Salmo salar) in a sea-cage , 1996 .

[28]  Åsmund Bjordal,et al.  Demand feeding in salmon farming by hydroacoustic food detection , 1993 .

[29]  E. Jørgensen,et al.  Feeding behaviour and effect of feeding regime on growth of Atlantic salmon, Salmo salar , 1992 .

[30]  Clifford M. Hurvich,et al.  Bias of the corrected AIC criterion for underfitted regression and time series models , 1991 .

[31]  P. Rogers,et al.  Evaluating the satiating power of foods: implications for acceptance and consumption , 1987 .

[32]  M. Jobling Gastrointestinal overload — A problem with formulated feeds? , 1986 .

[33]  R. Langton,et al.  Rate of Gastric Evacuation for Winter Flounder, Pseudopleuronectes americanus , 1982 .

[34]  J. Thorpe,et al.  The role of food particle size in the growth of juvenile Atlantic salmon (Salmo salar L.) , 1979 .

[35]  D. Grove,et al.  Some observations of the effects of body weight, temperature, meal size and quality on gastric emptying time in the turbot, Scophthalmus maximus (L.) using radiography , 1979 .

[36]  D. Grove,et al.  Satiation amount, frequency of feeding and gastric emptying rate in Salmo gairdneri , 1978 .

[37]  J. R. Brett Satiation Time, Appetite, and Maximum Food Intake of Sockeye Salmon (Oncorhynchus nerka) , 1971 .