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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Main Authors: Tayler L. Hansen, Manfei Li, Jinghui Li, Chris J. Vankerhove, Militsa A. Sotirova, Juan M. Tricarico, Victor E. Cabrera, Ermias Kebreab, Kristan F. Reed
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Animals
Subjects:
Online Access:https://www.mdpi.com/2076-2615/11/5/1373
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spelling 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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