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Development of a multi-use decision support system for scientific management and breeding of sheep
As the challenges of food insecurity and population explosion become more pressing, there is a dire need to revamp the existing breeding and animal management systems. This can be achieved by the introduction of technology for efficiency and the improvement of the genetic merit of animals. A fundame...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9653466/ https://www.ncbi.nlm.nih.gov/pubmed/36371508 http://dx.doi.org/10.1038/s41598-022-24091-y |
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author | Hamadani, Ambreen Ganai, Nazir A. |
author_facet | Hamadani, Ambreen Ganai, Nazir A. |
author_sort | Hamadani, Ambreen |
collection | PubMed |
description | As the challenges of food insecurity and population explosion become more pressing, there is a dire need to revamp the existing breeding and animal management systems. This can be achieved by the introduction of technology for efficiency and the improvement of the genetic merit of animals. A fundamental requirement for animal breeding is the availability of accurate and reliable pedigreed data and tools facilitating sophisticated computations. Keeping this in view, Smart Sheep Breeder (SSB) was developed using the waterfall methodology and multiple programming languages. It is a multi-use online artificial intelligence (AI) based and internet of things (IoT) compatible decision support system (DSS). It is capable of automatic performance recording, farm data management, data mining, biometrical analysis, e-governance, and decision-making in sheep farms. A centralized database was also developed capable of ranking sheep across multiple farms based on genetic merit and effective dissemination of germplasm. The system in India is available as a web-based tool and android application which facilitates performance recording and generates customized reports on various aspects of sheep production. SSB uses artificial intelligence and biometrical genetic algorithms to calculate breeding values, and inbreeding coefficients, construct selection indices and generate pedigree, and history sheets as well as more than 40 types of custom-tailored animal and farm reports and graphs. The algorithms used were validated using on farms using farm data and also by comparison with established methods and software. Smart Sheep Breeder could thus prove to be indispensable for the present farming systems which could be used by sheep farm managers and breeders across India. |
format | Online Article Text |
id | pubmed-9653466 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96534662022-11-15 Development of a multi-use decision support system for scientific management and breeding of sheep Hamadani, Ambreen Ganai, Nazir A. Sci Rep Article As the challenges of food insecurity and population explosion become more pressing, there is a dire need to revamp the existing breeding and animal management systems. This can be achieved by the introduction of technology for efficiency and the improvement of the genetic merit of animals. A fundamental requirement for animal breeding is the availability of accurate and reliable pedigreed data and tools facilitating sophisticated computations. Keeping this in view, Smart Sheep Breeder (SSB) was developed using the waterfall methodology and multiple programming languages. It is a multi-use online artificial intelligence (AI) based and internet of things (IoT) compatible decision support system (DSS). It is capable of automatic performance recording, farm data management, data mining, biometrical analysis, e-governance, and decision-making in sheep farms. A centralized database was also developed capable of ranking sheep across multiple farms based on genetic merit and effective dissemination of germplasm. The system in India is available as a web-based tool and android application which facilitates performance recording and generates customized reports on various aspects of sheep production. SSB uses artificial intelligence and biometrical genetic algorithms to calculate breeding values, and inbreeding coefficients, construct selection indices and generate pedigree, and history sheets as well as more than 40 types of custom-tailored animal and farm reports and graphs. The algorithms used were validated using on farms using farm data and also by comparison with established methods and software. Smart Sheep Breeder could thus prove to be indispensable for the present farming systems which could be used by sheep farm managers and breeders across India. Nature Publishing Group UK 2022-11-12 /pmc/articles/PMC9653466/ /pubmed/36371508 http://dx.doi.org/10.1038/s41598-022-24091-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Hamadani, Ambreen Ganai, Nazir A. Development of a multi-use decision support system for scientific management and breeding of sheep |
title | Development of a multi-use decision support system for scientific management and breeding of sheep |
title_full | Development of a multi-use decision support system for scientific management and breeding of sheep |
title_fullStr | Development of a multi-use decision support system for scientific management and breeding of sheep |
title_full_unstemmed | Development of a multi-use decision support system for scientific management and breeding of sheep |
title_short | Development of a multi-use decision support system for scientific management and breeding of sheep |
title_sort | development of a multi-use decision support system for scientific management and breeding of sheep |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9653466/ https://www.ncbi.nlm.nih.gov/pubmed/36371508 http://dx.doi.org/10.1038/s41598-022-24091-y |
work_keys_str_mv | AT hamadaniambreen developmentofamultiusedecisionsupportsystemforscientificmanagementandbreedingofsheep AT ganainazira developmentofamultiusedecisionsupportsystemforscientificmanagementandbreedingofsheep |