Modelling Preference and Diet Selection Patterns by Grazing Ruminants: A Development in a Mechanistic Model of a Grazing Dairy Cow, MINDY

The work presented here represents additions to the mechanistic and dynamic model of a grazing dairy cow (MINDY). The additions include a module representing preference and selection, based on two theories, namely, post-ingestive feedback and discomfort. The model was evaluated by assessing its ability to simulate patterns of preference and selection in response to a variety of feeding management. The improvements detailed here enable a realistic simulation of patterns of food selection by grazing ruminants, based on a range of feeding situations from different studies with cattle and sheep. These simulations indicate that the concepts encoded in MINDY capture several of the underlying biological mechanisms that drive preferences and selective behaviour. Thus, simulations using MINDY allow prediction of daily and diurnal patterns of selection based on preference, derived from some post-ingestive feedbacks and total discomfort. Estimates of herbage intake and parallel measurements of ingestive behaviour, rumen function and metabolism in grazing ruminants pose experimental and technical difficulties, and matching these processes to animal preference and selective behaviour is a greater challenge. As a consequence, advances in knowledge of foraging behaviour and dietary choice are slow and costly. On completion of more thorough testing, MINDY can be used as a tool for exploratory mechanistic research, to design and organise experimental programs to address a range of factors that control intake and its ecology, helping advance knowledge faster and at a low cost.

[1]  K. Betteridge,et al.  Intake and excretion of nitrogen, potassium and phosporus by grazing steers , 1986, The Journal of Agricultural Science.

[2]  Craig Loehle,et al.  An Analysis of Forage Preference Indices , 1982 .

[3]  M. Allen,et al.  The cow as a model to study food intake regulation. , 2005, Annual review of nutrition.

[4]  Jonathan M Yearsley,et al.  A Theory of Associating Food Types with Their Postingestive Consequences , 2006, The American Naturalist.

[5]  N Oreskes,et al.  Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences , 1994, Science.

[6]  J. M. Forbes Consequences of feeding for future feeding. , 2001, Comparative biochemistry and physiology. Part A, Molecular & integrative physiology.

[7]  S. Rutter Diet preference for grass and legumes in free-ranging domestic sheep and cattle: Current theory and future application , 2006 .

[8]  P. H. Robinson,et al.  Short term fasting as a tool to design effective grazing strategies for lactating dairy cattle: a review , 2007 .

[9]  J. Villalba,et al.  Understanding and manipulating diet choice in grazing animals , 2015 .

[10]  Gerard P. Smith The direct and indirect controls of meal size , 1996, Neuroscience & Biobehavioral Reviews.

[11]  C. Scott,et al.  Utah State University From the SelectedWorks of Frederick D Provenza 1996 Preference of sheep for foods varying in flavors and nutrients , 2018 .

[12]  M. Hanigan,et al.  Revised digestive parameter estimates for the Molly cow model. , 2013, Journal of dairy science.

[13]  Alain Peeters,et al.  An international terminology for grazing lands and grazing animals , 2011 .

[14]  A. Parsons,et al.  Do Ruminants Alter Their Preference for Pasture Species in Response to the Synchronization of Delivery and Release of Nutrients? , 2009 .

[15]  Nicholas M. Holden,et al.  A model describing the utilization of herbage by cattle in a rotational grazing system , 2005 .

[16]  M. Bonnet,et al.  Feeding behaviour in ruminants: a consequence of interactions between a reward system and the regulation of metabolic homeostasis , 2015 .

[17]  R. Sullivan,et al.  Explaining Human Recreational Use of ‘pesticides’: The Neurotoxin Regulation Model of Substance Use vs. the Hijack Model and Implications for Age and Sex Differences in Drug Consumption , 2013, Front. Psychiatry.

[18]  M. Allen Physical constraints on voluntary intake of forages by ruminants. , 1996, Journal of animal science.

[19]  C. Cormack Gates,et al.  Ungulate foraging strategies: energy maximizing or time minimizing? , 2001 .

[20]  F. Provenza,et al.  Self-organization of foraging behaviour: From simplicity to complexity without goals , 1998, Nutrition Research Reviews.

[21]  J. Newman,et al.  A Mechanistic Model of Some Physical Determinants of Intake Rate and Diet Selection in a Two-Species Temperate Grassland Sward , 1994 .

[22]  Stephanie C. Y. Chan,et al.  On the value of information and other rewards , 2011, Nature Neuroscience.

[23]  S. V. Wieren,et al.  Do large herbivores select a diet that maximizes short-term energy intake rate? , 1996 .

[24]  B. Sowell,et al.  Delivery method and supplement consumption by grazing ruminants: a review. , 1997, Journal of animal science.

[25]  F. Bellisle,et al.  Satiation, satiety and the control of food intake: theory and practice. , 2013 .

[26]  D. Chapman,et al.  Dietary preferences of cows offered choices between white clover and 'high sugar' and 'typical' perennial ryegrass cultivars , 2006 .

[27]  Edward J. Rykiel,et al.  Testing ecological models: the meaning of validation , 1996 .

[28]  C. Clark,et al.  Towards a Unifield Foraging Theory , 1986 .

[29]  I. Kyriazakis,et al.  The effect of consumption of foods that differ in energy density and/or sodium bicarbonate supplementation on subsequent diet selection in sheep. , 2002, The British journal of nutrition.

[30]  J. Donnelly,et al.  GRAZPLAN: Decision support systems for Australian grazing enterprises—II. The animal biology model for feed intake, production and reproduction and the GrazFeed DSS , 1997 .

[31]  F. Provenza,et al.  Linking herbivore experience, varied diets, and plant biochemical diversity , 2003 .

[32]  J. M. Forbes Voluntary food intake and diet selection in farm animals. , 2007 .

[33]  F. Provenza,et al.  Integration of learning and metabolic signals into a theory of dietary choice and food intake. , 2000 .

[34]  R. Boston,et al.  Diurnal patterns of grazing behavior and humoral factors in supplemented dairy cows. , 2013, Journal of dairy science.

[35]  F. Provenza Postingestive Feedback as an Elementary Determinant of Food Preference and Intake in Ruminants , 1995 .

[36]  R. Dewhurst,et al.  Diet choice by dairy cows. 2. Selection for metabolizable protein or for ruminally degradable protein? , 1998, Journal of dairy science.

[37]  J. Hodgson Nomenclature and definitions in grazing studies , 1979 .

[38]  H. Blackburn,et al.  Modelling diet selection and intake for grazing herbivores , 1991 .

[39]  A. J. Rook,et al.  Matching type of livestock to desired biodiversity outcomes in pastures – a review , 2004 .

[40]  F. Provenza Science, myth, and the management of natural resources. , 2000 .

[41]  I. Kyriazakis,et al.  Diet selection in sheep: The role of the rumen environment in the selection of a diet from two feeds that differ in their energy density , 1995, British Journal of Nutrition.

[42]  R. Hughes,et al.  Diet selection : an interdisciplinary approach to foraging behaviour , 1993 .

[43]  Productive and Economic Responses in Grazing Dairy Cows to Grain Supplementation on Family Farms in the South of Brazil , 2014, Animals : an open access journal from MDPI.

[44]  P. Gregorini,et al.  Effects of ruminal fill on short‐term herbage intake rate and grazing dynamics of beef heifers , 2007 .

[45]  F. Provenza,et al.  How French shepherds create meal sequences to stimulate intake and optimise use of forage diversity on rangeland , 2015 .

[46]  C. Clark,et al.  The nutritive value of pasture ingested by dairy cows varies within a herd , 2014 .

[47]  K. Soder,et al.  Effects of rumen fill on short-term ingestive behavior and circulating concentrations of ghrelin, insulin, and glucose of dairy cows foraging vegetative micro-swards. , 2009, Journal of dairy science.

[48]  I. Kyriazakis,et al.  The effects of physical form of feed, carbohydrate source, and inclusion of sodium bicarbonate on the diet selections of sheep. , 1996, Journal of animal science.

[49]  Derek W. Bailey,et al.  Large Herbivore Foraging and Ecological HierarchiesLandscape ecology can enhance traditional foraging theory , 1987 .

[50]  M. Meuret,et al.  When Art and Science Meet: Integrating Knowledge of French Herders with Science of Foraging Behavior , 2015 .

[51]  C. Roach,et al.  Are diverse species mixtures better pastures for dairy farming , 2013 .

[52]  Darrell L. Emmick Foraging behavior of dairy cattle on pastures , 2007 .

[53]  A. Parsons,et al.  Impacts of spatial patterns in pasture on animal grazing behavior, intake, and performance , 2007 .

[54]  J. M. Forbes,et al.  A personal view of how ruminant animals control their intake and choice of food: minimal total discomfort , 2007, Nutrition Research Reviews.

[55]  I. Gordon,et al.  Individualistic herds: Individual variation in herbivore foraging behavior and application to rangeland management , 2010 .

[56]  F. Toates,et al.  Who needs 'behavioural needs'? Motivational aspects of the needs of animals , 1993 .

[57]  R. L. Baldwin,et al.  Modeling ruminant digestion and metabolism. , 1999, Advances in experimental medicine and biology.

[58]  I. Duncan,et al.  The notion of ethological ‘need’, models of motivation and animal welfare , 1988, Animal Behaviour.

[59]  Gerry C. Emmans,et al.  Diet selection and animal state: an integrative framework , 1999, Proceedings of the Nutrition Society.

[60]  D. Sauvant,et al.  A mechanistic model of intake and grazing behaviour in sheep integrating sward architecture and animal decisions , 2003 .

[61]  P. Gregorini,et al.  Diurnal grazing pattern: its physiological basis and strategic management , 2011 .

[62]  John B. Furness,et al.  The gut as a sensory organ , 2013, Nature Reviews Gastroenterology &Hepatology.

[63]  F. Provenza,et al.  Effects of food structure and nutritional quality and animal nutritional state on intake behaviour and food preferences of sheep , 1999 .

[64]  J. M. Forbes The multifactorial nature of food intake control , 2003 .

[65]  Mark D. Hanigan,et al.  A model of diurnal grazing patterns and herbage intake of a dairy cow, MINDY: Model description , 2013 .

[66]  M. Allen Effects of diet on short-term regulation of feed intake by lactating dairy cattle. , 2000, Journal of dairy science.

[67]  John M. Fryxell,et al.  THE TEMPORAL SCALE OF FORAGING DECISIONS IN BISON , 2002 .