The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal Management
Dairy production is an important source of nutrients in the global food supply, but environmental impacts are increasingly a concern of consumers, scientists, and policy-makers. Many decisions must be integrated to support sustainable production—which can be achieved using a simulation model. We pro...
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doaj-581ee61ec2294dd1a67e5bdedf27f1bc2021-05-31T23:48:23ZengMDPI AGAnimals2076-26152021-05-01111373137310.3390/ani11051373The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal ManagementTayler L. Hansen0Manfei Li1Jinghui Li2Chris J. Vankerhove3Militsa A. Sotirova4Juan M. Tricarico5Victor E. Cabrera6Ermias Kebreab7Kristan F. Reed8Department of Animal Science, Cornell University, Ithaca, NY 14850, USADepartment of Animal and Dairy Sciences, University of Wisconsin, Madison, WI 53706, USADepartment of Animal Science, University of California, Davis, CA 95616, USADepartment of Animal Science, Cornell University, Ithaca, NY 14850, USADepartment of Animal Science, Cornell University, Ithaca, NY 14850, USASustainability Research, Innovation Center for US Dairy, Rosemont, IL 60018, USADepartment of Animal and Dairy Sciences, University of Wisconsin, Madison, WI 53706, USADepartment of Animal Science, University of California, Davis, CA 95616, USADepartment of Animal Science, Cornell University, Ithaca, NY 14850, USADairy production is an important source of nutrients in the global food supply, but environmental impacts are increasingly a concern of consumers, scientists, and policy-makers. Many decisions must be integrated to support sustainable production—which can be achieved using a simulation model. We provide an example of the Ruminant Farm Systems (RuFaS) model to assess changes in the dairy system related to altered animal feed efficiency. RuFaS is a whole-system farm simulation model that simulates the individual animal life cycle, production, and environmental impacts. We added a stochastic animal-level parameter to represent individual animal feed efficiency as a result of reduced residual feed intake and compared High (intake = 94% of expected) and Very High (intake = 88% of expected) efficiency levels with a Baseline scenario (intake = 100% of expected). As expected, the simulated total feed intake was reduced by 6 and 12% for the High and Very High efficiency scenarios, and the expected impact of these improved efficiencies on the greenhouse gas emissions from enteric methane and manure storage was a decrease of 4.6 and 9.3%, respectively.https://www.mdpi.com/2076-2615/11/5/1373dairy managementMonte Carlo simulationRuFaS |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tayler L. Hansen Manfei Li Jinghui Li Chris J. Vankerhove Militsa A. Sotirova Juan M. Tricarico Victor E. Cabrera Ermias Kebreab Kristan F. Reed |
spellingShingle |
Tayler L. Hansen Manfei Li Jinghui Li Chris J. Vankerhove Militsa A. Sotirova Juan M. Tricarico Victor E. Cabrera Ermias Kebreab Kristan F. Reed The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal Management Animals dairy management Monte Carlo simulation RuFaS |
author_facet |
Tayler L. Hansen Manfei Li Jinghui Li Chris J. Vankerhove Militsa A. Sotirova Juan M. Tricarico Victor E. Cabrera Ermias Kebreab Kristan F. Reed |
author_sort |
Tayler L. Hansen |
title |
The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal Management |
title_short |
The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal Management |
title_full |
The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal Management |
title_fullStr |
The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal Management |
title_full_unstemmed |
The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal Management |
title_sort |
ruminant farm systems animal module: a biophysical description of animal management |
publisher |
MDPI AG |
series |
Animals |
issn |
2076-2615 |
publishDate |
2021-05-01 |
description |
Dairy production is an important source of nutrients in the global food supply, but environmental impacts are increasingly a concern of consumers, scientists, and policy-makers. Many decisions must be integrated to support sustainable production—which can be achieved using a simulation model. We provide an example of the Ruminant Farm Systems (RuFaS) model to assess changes in the dairy system related to altered animal feed efficiency. RuFaS is a whole-system farm simulation model that simulates the individual animal life cycle, production, and environmental impacts. We added a stochastic animal-level parameter to represent individual animal feed efficiency as a result of reduced residual feed intake and compared High (intake = 94% of expected) and Very High (intake = 88% of expected) efficiency levels with a Baseline scenario (intake = 100% of expected). As expected, the simulated total feed intake was reduced by 6 and 12% for the High and Very High efficiency scenarios, and the expected impact of these improved efficiencies on the greenhouse gas emissions from enteric methane and manure storage was a decrease of 4.6 and 9.3%, respectively. |
topic |
dairy management Monte Carlo simulation RuFaS |
url |
https://www.mdpi.com/2076-2615/11/5/1373 |
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