Modelling short-term feeding behaviour

被引:0
|
作者
Tolkamp, B. J. [1 ]
Howie, J. A. [1 ]
Kyriazakis, I. [2 ]
机构
[1] SAC Res Div, Kings Bldg,West Mains Rd, Edinburgh EH9 3JG, Midlothian, Scotland
[2] Univ Thessaly, Fac Vet, Kardhitsa 43100, Greece
关键词
feeding structure; bout analysis; probability of behaviour; LACTATING DAIRY-COWS; SPLITTING BEHAVIOR; MILK-PRODUCTION; MEAL PATTERNS; BOUT CRITERIA; GRASS-SILAGE; CONCENTRATE;
D O I
暂无
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Previous analyses of feeding behaviour have either ignored the bouted structure of that behaviour or used log-survivorship analysis for the estimation of bout criteria. The latter is based on the null hypothesis that feeding behaviour is random within as well as between bouts. We falsify this null hypothesis by analysing how specific feeding events (such as visits to a feeder) by animals of a number species are distributed in time. They all show bouted, but non-random, feeding behaviour with a similar structure. This is caused by satiety at the end of feeding bouts, followed by an increase in the probability of animals starting to eat with time since feeding last. This results in a skewed normal distribution of the population of longer between-feeding, i.e. between-meal, intervals, which can be (almost) normalised by log-transformation of interval lengths. We show that either a Gaussian (for pooled data sets) or a Weibull (for individuals or data pooled across animals with similar feeding strategies) give excellent descriptions of the distribution of this population of log-transformed interval lengths. Depending on species, methodology and individual animal habits there may be one or more population(s) of shorter (i.e. within-meal) intervals. We developed methods that allow estimation of meal criteria even if the number of within-meal interval populations and their shape are not exactly known. Because the structure of feeding behaviour is the same across species, similar models to estimate bout criteria can be applied to data obtained with animals of species as diverse as cows, pigs, chickens, turkeys, ducks and dolphins. We demonstrate how analysis of data subsets, following disaggregation of pooled data, can elucidate underlying mechanisms that would otherwise remain obscure. The developed models can also be applied to other forms of animal behaviour that are affected by satiety-like principles.
引用
收藏
页码:103 / 111
页数:9
相关论文
共 50 条
  • [1] Acquisition and Modelling of Short-Term User Behaviour on the Web: A Survey
    Kassak, Ondrej
    Kompan, Michal
    Bielikova, Maria
    [J]. JOURNAL OF WEB ENGINEERING, 2018, 17 (05): : 23 - 70
  • [2] Short-term feeding behaviour has a similar structure in broilers, turkeys and ducks
    Howie, J. A.
    Tolkamp, B. J.
    Bley, T.
    Kyriazakis, I.
    [J]. BRITISH POULTRY SCIENCE, 2010, 51 (06) : 714 - 724
  • [3] Short-term feeding behaviour sound classification method for sheep using LSTM networks
    Duan, Guanghui
    Zhang, Shengfu
    Lu, Mingzhou
    Okinda, Cedric
    Shen, Mingxia
    Norton, Tomas
    [J]. INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING, 2021, 14 (02) : 43 - 54
  • [4] On the short-term behaviour of genetic algorithms
    Bocu, Dorin
    [J]. Yugoslav Journal of Operations Research, 1997, 7 (01): : 55 - 63
  • [5] Micromechanical modelling of short-term and long-term large-strain behaviour of polyethylene terephthalate
    Poluektov, M.
    van Dommelen, J. A. W.
    Govaert, L. E.
    Yakimets, I.
    Geers, M. G. D.
    [J]. MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING, 2013, 21 (08)
  • [6] Inter-activity Behaviour Modelling Using Long Short-Term Memory Networks
    Almeida, Aitor
    Azkune, Gorka
    [J]. UBIQUITOUS COMPUTING AND AMBIENT INTELLIGENCE, UCAMI 2017, 2017, 10586 : 394 - 399
  • [7] SHORT-TERM FEEDING STUDIES ON ACETIN FATS
    MATTSON, FH
    ALEXANDER, JC
    BAUR, FJ
    RELLER, HH
    [J]. JOURNAL OF NUTRITION, 1956, 59 (02): : 277 - 285
  • [8] HEPATIC GLUCORECEPTORS IN SHORT-TERM CONTROL OF FEEDING
    RUSSEK, M
    [J]. ACTA PHYSIOLOGICA POLONICA, 1976, 27 (06): : 147 - 156
  • [9] Short-term feeding strategies and pork quality
    Geesink, GH
    van Buren, RGC
    Savenije, B
    Verstegen, MWA
    Ducro, BJ
    van der Palen, JGP
    Hemke, G
    [J]. MEAT SCIENCE, 2004, 67 (01) : 1 - 6
  • [10] Modelling short-term spectral irradiance variations
    Fligge, M
    Solanki, SK
    Unruh, YC
    [J]. SPACE SCIENCE REVIEWS, 2000, 94 (1-2) : 139 - 144