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Climate Spaces and Cliffs: A Novel Bovine Thermodynamic and Mass Balances Model
SIMPLE SUMMARY: Climate change is causing an increase in air temperature, and consequently, animals are increasingly subject to heat stress, which is responsible for causing changes in their physiological and behavioral reactions, as well as reductions in feed intake, efficiency, growth, reproductio...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10572002/ https://www.ncbi.nlm.nih.gov/pubmed/37835649 http://dx.doi.org/10.3390/ani13193043 |
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author | Porter, Warren P. Bertz, Alexa E. Mathewson, Paul D. Solorzano, Luis C. Dudley, Peter N. Bonazza, Riccardo Gebremedhin, Kifle G. |
author_facet | Porter, Warren P. Bertz, Alexa E. Mathewson, Paul D. Solorzano, Luis C. Dudley, Peter N. Bonazza, Riccardo Gebremedhin, Kifle G. |
author_sort | Porter, Warren P. |
collection | PubMed |
description | SIMPLE SUMMARY: Climate change is causing an increase in air temperature, and consequently, animals are increasingly subject to heat stress, which is responsible for causing changes in their physiological and behavioral reactions, as well as reductions in feed intake, efficiency, growth, reproduction and milk and meat production. There are not only climate spaces for daily functions, but also climate cliffs that cause reproductive failures in the face of climate warming. The objective of this study was to develop a state-of-the-art model that calculates the impacts of climate and animal variables on milk production, metabolic rate, feed consumption and water needs. The study identifies current and future monthly latitudinal climate change impacts on milk production and feed and water needs in dairy cows on high-grain versus high-forage diets at three arbitrary north latitudes, 12°, 30° and 60°, for North and Central America and Asia. These three latitudes encompass current northern hemisphere bovine production environments and possible future production locations. The greatest impacts of climate change will be in the low elevations in tropical and subtropical regions. Global regions above 30° and below 60° latitude with reliable rainfall will be least affected by current projected levels of climate change. ABSTRACT: The effects of climate change on animals are typically viewed in terms of survivability and wellbeing. In this study, we broaden that purview to include climate impacts on reproductive capability. There are not only climate spaces for daily function, but climate cliffs that represent reproductive failures in the face of climate warming. This alternative focus suggests that climate warming challenges may be more immediate and profound than initially imagined. This research describes a state-of-the-art mechanistic model, Dairy Niche Mapper (DNM), and independent validation tests. Where test data are absent, the calculated results are consistent with expected responses. Simulations of metabolic chamber conditions reveal the local steady-state impacts of climate and animal variables on milk production capacity, metabolic rate, food consumption and water needs. Simulations of a temperature humidity index (THI) show strengths and limitations of that approach. Broader time- and spatial-scale calculations applied in the western and eastern halves of the northern hemisphere identify current and future monthly latitudinal climate change impacts on milk production potential, feed and water needs in dairy cows of different sizes. Dairy Niche Mapper (DNM) was developed from a broadly tested mechanistic microclimate-animal model, Niche Mapper (NM). DNM provides an improved quantitative understanding of the complex nonlinear interactions of climate variation and dairy bovine properties’ effects on current and future milk production, feed and water needs for grazing and confinement dairy operations. DNM outputs include feasible activity times, milk production and water and feed needs of different-sized Holstein cows on high-grain (confinement feeding) versus high-forage (grazing feeding) diets at three arbitrary north latitudes, 12°, 30° and 60°, for North and Central America and for Asia. These three latitudes encompass current northern hemisphere bovine production environments and possible future production locations. The greatest impacts of climate change will be in the low elevations in tropical and subtropical regions. Global regions above 30° and below 60° latitude with reliable rainfall will be least affected by current projected levels of climate change. This work provides the basis for computational animal design for guiding agricultural development via breeding programs, genetic engineering, management options including siting or the manipulation of other relevant environmental and animal variables. |
format | Online Article Text |
id | pubmed-10572002 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105720022023-10-14 Climate Spaces and Cliffs: A Novel Bovine Thermodynamic and Mass Balances Model Porter, Warren P. Bertz, Alexa E. Mathewson, Paul D. Solorzano, Luis C. Dudley, Peter N. Bonazza, Riccardo Gebremedhin, Kifle G. Animals (Basel) Article SIMPLE SUMMARY: Climate change is causing an increase in air temperature, and consequently, animals are increasingly subject to heat stress, which is responsible for causing changes in their physiological and behavioral reactions, as well as reductions in feed intake, efficiency, growth, reproduction and milk and meat production. There are not only climate spaces for daily functions, but also climate cliffs that cause reproductive failures in the face of climate warming. The objective of this study was to develop a state-of-the-art model that calculates the impacts of climate and animal variables on milk production, metabolic rate, feed consumption and water needs. The study identifies current and future monthly latitudinal climate change impacts on milk production and feed and water needs in dairy cows on high-grain versus high-forage diets at three arbitrary north latitudes, 12°, 30° and 60°, for North and Central America and Asia. These three latitudes encompass current northern hemisphere bovine production environments and possible future production locations. The greatest impacts of climate change will be in the low elevations in tropical and subtropical regions. Global regions above 30° and below 60° latitude with reliable rainfall will be least affected by current projected levels of climate change. ABSTRACT: The effects of climate change on animals are typically viewed in terms of survivability and wellbeing. In this study, we broaden that purview to include climate impacts on reproductive capability. There are not only climate spaces for daily function, but climate cliffs that represent reproductive failures in the face of climate warming. This alternative focus suggests that climate warming challenges may be more immediate and profound than initially imagined. This research describes a state-of-the-art mechanistic model, Dairy Niche Mapper (DNM), and independent validation tests. Where test data are absent, the calculated results are consistent with expected responses. Simulations of metabolic chamber conditions reveal the local steady-state impacts of climate and animal variables on milk production capacity, metabolic rate, food consumption and water needs. Simulations of a temperature humidity index (THI) show strengths and limitations of that approach. Broader time- and spatial-scale calculations applied in the western and eastern halves of the northern hemisphere identify current and future monthly latitudinal climate change impacts on milk production potential, feed and water needs in dairy cows of different sizes. Dairy Niche Mapper (DNM) was developed from a broadly tested mechanistic microclimate-animal model, Niche Mapper (NM). DNM provides an improved quantitative understanding of the complex nonlinear interactions of climate variation and dairy bovine properties’ effects on current and future milk production, feed and water needs for grazing and confinement dairy operations. DNM outputs include feasible activity times, milk production and water and feed needs of different-sized Holstein cows on high-grain (confinement feeding) versus high-forage (grazing feeding) diets at three arbitrary north latitudes, 12°, 30° and 60°, for North and Central America and for Asia. These three latitudes encompass current northern hemisphere bovine production environments and possible future production locations. The greatest impacts of climate change will be in the low elevations in tropical and subtropical regions. Global regions above 30° and below 60° latitude with reliable rainfall will be least affected by current projected levels of climate change. This work provides the basis for computational animal design for guiding agricultural development via breeding programs, genetic engineering, management options including siting or the manipulation of other relevant environmental and animal variables. MDPI 2023-09-27 /pmc/articles/PMC10572002/ /pubmed/37835649 http://dx.doi.org/10.3390/ani13193043 Text en © 2023 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 Porter, Warren P. Bertz, Alexa E. Mathewson, Paul D. Solorzano, Luis C. Dudley, Peter N. Bonazza, Riccardo Gebremedhin, Kifle G. Climate Spaces and Cliffs: A Novel Bovine Thermodynamic and Mass Balances Model |
title | Climate Spaces and Cliffs: A Novel Bovine Thermodynamic and Mass Balances Model |
title_full | Climate Spaces and Cliffs: A Novel Bovine Thermodynamic and Mass Balances Model |
title_fullStr | Climate Spaces and Cliffs: A Novel Bovine Thermodynamic and Mass Balances Model |
title_full_unstemmed | Climate Spaces and Cliffs: A Novel Bovine Thermodynamic and Mass Balances Model |
title_short | Climate Spaces and Cliffs: A Novel Bovine Thermodynamic and Mass Balances Model |
title_sort | climate spaces and cliffs: a novel bovine thermodynamic and mass balances model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10572002/ https://www.ncbi.nlm.nih.gov/pubmed/37835649 http://dx.doi.org/10.3390/ani13193043 |
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