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Review of the Heat Stress-Induced Responses in Dairy Cattle
SIMPLE SUMMARY: Next-generation numerical approaches, such as machine learning techniques and big data analytics, are also increasingly applied in the animal production sector. Still today, one of the most investigated matters in the dairy cow sector is the detection and the evaluation of the effect...
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/PMC10668733/ https://www.ncbi.nlm.nih.gov/pubmed/38003069 http://dx.doi.org/10.3390/ani13223451 |
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author | Giannone, Claudia Bovo, Marco Ceccarelli, Mattia Torreggiani, Daniele Tassinari, Patrizia |
author_facet | Giannone, Claudia Bovo, Marco Ceccarelli, Mattia Torreggiani, Daniele Tassinari, Patrizia |
author_sort | Giannone, Claudia |
collection | PubMed |
description | SIMPLE SUMMARY: Next-generation numerical approaches, such as machine learning techniques and big data analytics, are also increasingly applied in the animal production sector. Still today, one of the most investigated matters in the dairy cow sector is the detection and the evaluation of the effects induced by heat stress condition. This review provides, in a single document, an overview, as complete as possible, of the heat stress-induced responses in dairy cattle aiming to transfer the wide veterinary knowledge available in the literature to researchers and technicians who are developing numerical models and decision support system tools. ABSTRACT: In the dairy cattle sector, the evaluation of the effects induced by heat stress is still one of the most impactful and investigated aspects as it is strongly connected to both sustainability of the production and animal welfare. On the other hand, more recently, the possibility of collecting a large dataset made available by the increasing technology diffusion is paving the way for the application of advanced numerical techniques based on machine learning or big data approaches. In this scenario, driven by rapid change, there could be the risk of dispersing the relevant information represented by the physiological animal component, which should maintain the central role in the development of numerical models and tools. In light of this, the present literature review aims to consolidate and synthesize existing research on the physiological consequences of heat stress in dairy cattle. The present review provides, in a single document, an overview, as complete as possible, of the heat stress-induced responses in dairy cattle with the intent of filling the existing research gap for extracting the veterinary knowledge present in the literature and make it available for future applications also in different research fields. |
format | Online Article Text |
id | pubmed-10668733 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106687332023-11-09 Review of the Heat Stress-Induced Responses in Dairy Cattle Giannone, Claudia Bovo, Marco Ceccarelli, Mattia Torreggiani, Daniele Tassinari, Patrizia Animals (Basel) Review SIMPLE SUMMARY: Next-generation numerical approaches, such as machine learning techniques and big data analytics, are also increasingly applied in the animal production sector. Still today, one of the most investigated matters in the dairy cow sector is the detection and the evaluation of the effects induced by heat stress condition. This review provides, in a single document, an overview, as complete as possible, of the heat stress-induced responses in dairy cattle aiming to transfer the wide veterinary knowledge available in the literature to researchers and technicians who are developing numerical models and decision support system tools. ABSTRACT: In the dairy cattle sector, the evaluation of the effects induced by heat stress is still one of the most impactful and investigated aspects as it is strongly connected to both sustainability of the production and animal welfare. On the other hand, more recently, the possibility of collecting a large dataset made available by the increasing technology diffusion is paving the way for the application of advanced numerical techniques based on machine learning or big data approaches. In this scenario, driven by rapid change, there could be the risk of dispersing the relevant information represented by the physiological animal component, which should maintain the central role in the development of numerical models and tools. In light of this, the present literature review aims to consolidate and synthesize existing research on the physiological consequences of heat stress in dairy cattle. The present review provides, in a single document, an overview, as complete as possible, of the heat stress-induced responses in dairy cattle with the intent of filling the existing research gap for extracting the veterinary knowledge present in the literature and make it available for future applications also in different research fields. MDPI 2023-11-09 /pmc/articles/PMC10668733/ /pubmed/38003069 http://dx.doi.org/10.3390/ani13223451 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 | Review Giannone, Claudia Bovo, Marco Ceccarelli, Mattia Torreggiani, Daniele Tassinari, Patrizia Review of the Heat Stress-Induced Responses in Dairy Cattle |
title | Review of the Heat Stress-Induced Responses in Dairy Cattle |
title_full | Review of the Heat Stress-Induced Responses in Dairy Cattle |
title_fullStr | Review of the Heat Stress-Induced Responses in Dairy Cattle |
title_full_unstemmed | Review of the Heat Stress-Induced Responses in Dairy Cattle |
title_short | Review of the Heat Stress-Induced Responses in Dairy Cattle |
title_sort | review of the heat stress-induced responses in dairy cattle |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10668733/ https://www.ncbi.nlm.nih.gov/pubmed/38003069 http://dx.doi.org/10.3390/ani13223451 |
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