Optimal Replacement of Mastitic Cows Determined by a Hierarchic Markov Process
Open Access
- 1 October 1994
- journal article
- Published by American Dairy Science Association in Journal of Dairy Science
- Vol. 77 (10) , 2975-2993
- https://doi.org/10.3168/jds.s0022-0302(94)77239-8
Abstract
Farmers frequently have to decide whether to keep or to replace cows that suffer from clinical mastitis. A dynamic programming model was developed to optimize these decisions for individual cows within the herd, using the hierarchic Markov process technique. This technique provides a method to model a wide variety of cows, differing in age, productive performance, reproductive status, and clinical mastitis occurrence. The model presented was able to support decisions related to 63% of all replacements. Results--for Dutch conditions--showed the considerable impact of mastitis on expected income of affected cows. Nevertheless, in most cases, the optimal decision was to keep and to treat rather than to replace the cow. Clinical mastitis occurring in the previous lactation negligibly influence expected income. Clinical mastitis in current lactation, especially in the current month, however, had a significant effect on expected income. Total losses caused by clinical mastitis were US$83/yr per cow. Farm level treatment, which reduced incidence by 25%, on a farm with 10 clinical quarter cases per 10,000 cow days, may cost at maximum US$27/yr per cow.Keywords
This publication has 17 references indexed in Scilit:
- A survey of Markov decision programming techniques applied to the animal replacement problemEuropean Review of Agricultural Economics, 1994
- Stochastic dynamic programming to support sow replacement decisionsEuropean Journal of Operational Research, 1993
- Maximization of net revenue per unit of physical output in Markov decision processesEuropean Review of Agricultural Economics, 1991
- The economics of mastitis and mastitis control in dairy cattle: a critical analysis of estimates published since 1970Preventive Veterinary Medicine, 1991
- Optimal Replacement and Ranking of Dairy Cows under Milk QuotasActa Agriculturae Scandinavica, 1989
- Hierarchic Markov processes and their applications in replacement modelsEuropean Journal of Operational Research, 1988
- Derivation of economic values in cattle breeding: A model at farm levelAgricultural Systems, 1988
- Studies on the replacement policies in dairy cattle. IV. Influence of seasonal variation in performance and pricesLivestock Production Science, 1986
- Studies on the replacement policies in dairy cattle. III. Influence of variation in reproduction and productionLivestock Production Science, 1985
- A model to estimate the performance, revenues and costs of dairy cows under different production and price situationsAgricultural Systems, 1985