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The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal Management
SIMPLE SUMMARY: Consumers are increasingly concerned about the sustainable production of food, leading producers and scientists to evaluate farming practices that preserve environmental resources, provide adequate production, and are economically viable. However, there are challenges to synthesize t...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8151839/ https://www.ncbi.nlm.nih.gov/pubmed/34066009 http://dx.doi.org/10.3390/ani11051373 |
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author | Hansen, Tayler L. Li, Manfei Li, Jinghui Vankerhove, Chris J. Sotirova, Militsa A. Tricarico, Juan M. Cabrera, Victor E. Kebreab, Ermias Reed, Kristan F. |
author_facet | Hansen, Tayler L. Li, Manfei Li, Jinghui Vankerhove, Chris J. Sotirova, Militsa A. Tricarico, Juan M. Cabrera, Victor E. Kebreab, Ermias Reed, Kristan F. |
author_sort | Hansen, Tayler L. |
collection | PubMed |
description | SIMPLE SUMMARY: Consumers are increasingly concerned about the sustainable production of food, leading producers and scientists to evaluate farming practices that preserve environmental resources, provide adequate production, and are economically viable. However, there are challenges to synthesize these results and apply them on-farm in a holistic nature. Simulation modeling of farm systems, such as the dairy system, can allow producers, industry members, and policy makers to prioritize interventions that improve sustainable outcomes. We introduce the Animal Module of the Ruminant Farm Systems (RuFaS) model—a whole farm dairy system model—and describe its use to assess the environmental impact of improved feed efficiency in dairy cows. By decreasing the amount of feed intake required to produce the same amount of milk, the RuFaS model provides estimates of the reduction in feed use, enteric methane, and manure production. ABSTRACT: 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. |
format | Online Article Text |
id | pubmed-8151839 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81518392021-05-27 The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal Management Hansen, Tayler L. Li, Manfei Li, Jinghui Vankerhove, Chris J. Sotirova, Militsa A. Tricarico, Juan M. Cabrera, Victor E. Kebreab, Ermias Reed, Kristan F. Animals (Basel) Article SIMPLE SUMMARY: Consumers are increasingly concerned about the sustainable production of food, leading producers and scientists to evaluate farming practices that preserve environmental resources, provide adequate production, and are economically viable. However, there are challenges to synthesize these results and apply them on-farm in a holistic nature. Simulation modeling of farm systems, such as the dairy system, can allow producers, industry members, and policy makers to prioritize interventions that improve sustainable outcomes. We introduce the Animal Module of the Ruminant Farm Systems (RuFaS) model—a whole farm dairy system model—and describe its use to assess the environmental impact of improved feed efficiency in dairy cows. By decreasing the amount of feed intake required to produce the same amount of milk, the RuFaS model provides estimates of the reduction in feed use, enteric methane, and manure production. ABSTRACT: 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. MDPI 2021-05-12 /pmc/articles/PMC8151839/ /pubmed/34066009 http://dx.doi.org/10.3390/ani11051373 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Hansen, Tayler L. Li, Manfei Li, Jinghui Vankerhove, Chris J. Sotirova, Militsa A. Tricarico, Juan M. Cabrera, Victor E. Kebreab, Ermias Reed, Kristan F. The Ruminant Farm Systems Animal Module: A Biophysical Description of Animal Management |
title | 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_short | 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 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8151839/ https://www.ncbi.nlm.nih.gov/pubmed/34066009 http://dx.doi.org/10.3390/ani11051373 |
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