@article{fdi:010082801,
  title = {{REPRO}sheep : {A} model that integrates individual variability to optimise hormone-free reproduction management strategies for a dairy sheep flock},
  author = {{L}aclef, {E}. and {D}ebus, {N}. and {T}aillandier, {P}atrick and {G}onzalez-{G}arcia, {E}. and {L}urette, {A}.},
  editor = {},
  language = {{ENG}},
  abstract = {{M}anaging reproduction of a dairy sheep flock without using hormones for oestrus induction and synchronisation is an alternative method that complies with agroecological principles, animal welfare and public health concerns. {H}owever, shifting from conventional reproductive management to a hormone-free philosophy means leaving more room for individual intraflock variability in oestrus occurrence. {T}he success of establishing alternative hormone-free reproduction systems relies on managing the variability of ewes' individual responses, which are themselves influenced by individual characteristics. {T}herefore, the so-called {REPRO}sheep model was built to study the effects of individual ewes' characteristics, such as age, body condition score ({BCS}) or milk yield, on individual responses, as well as the overall productive and reproductive performances of the flock. {T}his dynamic agent-based model ({ABM}) represents individual reproduction and lactation processes in a hormone-free management context. {O}utputs at the flock level were simulated using this model. {T}wo dynamic outputs (weekly number of ewes lambing and weekly milk yield) and two punctual outputs (total number of ewes lambing and total milk yield) were simulated. {S}ensitivity analysis showed that the studied outputs were affected by ewe age, pre-mating {BCS} and milk-yield distributions in the flock. {I}ncreasing average age or pre-mating {BCS} by 0.5 from a starting point of 2.5 and average milk-yield by 50 {L} from a starting point of 195 {L} appeared to increase, for one breeding season, the number of ewes lambing, the concentration of those lambing events over one period, as well as total milk yield, whereas decreasing the average value of these factors by the same amount appeared to produce the opposite effect. {M}anagement strategies favouring an optimum age and pre-mating {BCS}, as well as good milk yield for the individuals of the flock, may thus be a lever for optimising performance, especially lambing distribution over time. {T}herefore, the {REPRO}sheep model seems relevant to determine how a management strategy (affecting flock structure in terms of age, body condition or production potential) can impact the performance of a dairy sheep flock in the context of hormone-free reproduction.},
  keywords = {{D}airy sheep ; {H}ormone-free reproduction ; {A}gent-based model ; {I}ndividual variability ; {F}lock performances ; {M}anagement strategies},
  booktitle = {},
  journal = {{C}omputers and {E}lectronics in {A}griculture},
  volume = {189},
  numero = {},
  pages = {106412 [16 p.]},
  ISSN = {0168-1699},
  year = {2021},
  DOI = {10.1016/j.compag.2021.106412},
  URL = {https://www.documentation.ird.fr/hor/fdi:010082801},
}