A bio-economic model of small-ruminant production in the semi-arid tropics of the northeast region of Brazil. Part 2. Linear programming applications and results.

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dc.contributorNESTOR GUTIERREZ-ALEMAN, CNPC; WINROCK INTERNATIONAL; WINROCK INTERNATIONAL.
dc.creatorGUTIERREZ-ALEMAN, N.
dc.creatorBOER, A. J. D.
dc.creatorKEHRBERG, E. W.
dc.date2026-06-22T15:48:38Z
dc.date2026-06-22T15:48:38Z
dc.date1997-01-24
dc.date1986
dc.date.accessioned2026-07-01T00:23:49Z
dc.descriptionAbstract: Survey data covering production systems for mixed farms in the Northeast region of Brazil has been synthesized within a linear programming (LP) framework. The resulting model contains activities covering the production of cattle, sheep and goats, and a vector of alternative cropping activities. Farm resources include Iwo categories of grazing land, planted forages, family labour, two categories of hired labour, and working capital. The major livestock activities represented in the region were included as production options. Initial results did not discriminate between categories of available grazing resources. Therefore, cattle, by virtue of their higher dressing percentages and higher price per kilogram, were the optimal livestock species. A series of adjustments was then carried out to refiect types of feed resources and patterns of animal species selectivity. Optimal farm solutions for a representative traditional-production unit found objective function levels close to those found by farm surveys, but discrepancies between mod~l results and the actual farm situations for sheep and goal activities. Model results excluded small-ruminant breeding activities because of the low net offtake at weaning levels assumed in the model. Data that became available alter these initial model runs showed a higher net offtake level, and these revised coefficients resulted in optimal LP results very close to those actually found on farms. The model was then used to simulate the response of activities andfarm economic performance to 'good' and 'bad' years defined by +- half standard deviation from mean annual levels of precipitation. Model results indicated much higher variability of farm income in. response to weather than that found with changes in levels of technical efficiency of sheep and goat production.
dc.identifierAgricultural Systems, v. 19, n. 3, p. 159-187, 1986.
dc.identifierhttp://www.alice.cnptia.embrapa.br/alice/handle/doc/514143
dc.identifier.urihttp://hdl.handle.net/123456789/403282
dc.languageeng
dc.rightsopenAccess
dc.subjectModelo animal
dc.subjectAspecto sócio econômico
dc.subjectBrasil
dc.subjectNordeste
dc.subjectProduction system
dc.subjectNortheast
dc.subjectSemiarid climate
dc.subjectCaprino
dc.subjectOvino
dc.subjectSistema de produção
dc.subjectModelo de simulação
dc.subjectSmall ruminants
dc.subjectGoats
dc.subjectSheep
dc.subjectSimulation models
dc.subjectBrazil
dc.titleA bio-economic model of small-ruminant production in the semi-arid tropics of the northeast region of Brazil. Part 2. Linear programming applications and results.
dc.typeArtigo de periódico

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