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1

Wilkins, J. V. "Animal breeding." Livestock Production Science 45, no. 2-3 (1996): 227–29. http://dx.doi.org/10.1016/0301-6226(96)88222-4.

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Flint, A. P. F., and J. A. Woolliams. "Precision animal breeding." Philosophical Transactions of the Royal Society B: Biological Sciences 363, no. 1491 (2007): 573–90. http://dx.doi.org/10.1098/rstb.2007.2171.

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We accept that we are responsible for the quality of life of animals in our care. We accept that the activities of man affect all the living things with which we share this planet. But we are slow to realize that as a result we have a duty of care for all living things. That duty extends to the breeding of animals for which we are responsible. When animals are bred by man for a purpose, the aim should be to meet certain goals: to improve the precision with which breeding outcomes can be predicted; to avoid the introduction and advance of characteristics deleterious to well-being; and to manage
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Reynolds, John D. "Animal breeding systems." Trends in Ecology & Evolution 11, no. 2 (1996): 68–72. http://dx.doi.org/10.1016/0169-5347(96)81045-7.

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Ruban, Sergiy, Viktor Danshyn, Sergiy Pryima, and Demian Sorak. "Meat cattle breeding in Ukraine (climate impact, breeding features, efficiency improvement strategies)." Animal Science and Food Technology 15, no. 3 (2024): 72–86. http://dx.doi.org/10.31548/animal.3.2024.72.

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Ten breeds of meat and combined productivity are bred in Ukraine, of which six are crossborder breeds and four are Ukrainian breeds developed through combination crossbreeding of local breeds with cross-border breeds. These breeds are located in different natural and climatic and agricultural zones, so it is important to investigate the indicators of meat productivity of breeds and the factors that influence them. The purpose of the study was to determine the influence of the breed, agricultural climate zone (zone) and calendar year (year) on the studied characteristics of meat cattle and to e
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Sonstegard, T. S., S. C. Fahrenkrug, and D. Carlson. "307 Precision animal breeding to make genetically castrated animals for improved animal welfare and alternative breeding applications." Journal of Animal Science 95, suppl_2 (2017): 149–50. http://dx.doi.org/10.2527/asasmw.2017.307.

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Board, Editorial. "IN MEMORY OF LEONID VYSHNEVSKYI." Animal Breeding and Genetics 58 (November 29, 2019): 160–61. http://dx.doi.org/10.31073/abg.58.19.

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On May 21, 2019, at the age of 59, a well-known scientist and statesman, head of the department of animal genetic resources of the Institute of Animal Breeding and Animal Genetics of Zubets NAAS, Director of State Enterprise "Main Scientific Production Breeding and Information Center in Animal Production of the Institute of Breeding and Genetics of Animals of NAAS" Candidate of Agricultural Sciences Leonid Vyshnevsky died.
 We have lost an outstanding person who has worked hard throughout his life to improve the breeding stock that meets current European requirements.
 Leonid Vyshnev
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7

NSAP, NJAP. "Animal Breeding and Physiology." Nigerian Journal of Animal Production 1, no. 1 (2021): 110–14. http://dx.doi.org/10.51791/njap.v1i1.2573.

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HIROOKA, Hiroyuki. "Animal breeding and bioethics." Journal of Animal Genetics 41, no. 2 (2013): 101–7. http://dx.doi.org/10.5924/abgri.41.101.

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Mäki-Tanila, Asko. "Animal breeding further ameliorated." Journal of Animal Breeding and Genetics 124, no. 1 (2007): 1–2. http://dx.doi.org/10.1111/j.1439-0388.2007.00635.x.

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Simm, G., and N. R. Wray. "Electronics in animal breeding." Proceedings of the British Society of Animal Production (1972) 1990 (March 1990): 107. http://dx.doi.org/10.1017/s0308229600018882.

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Two of the major steps in animal breeding programmes are (i) estimation of breeding values for a defined selection objective (such as milk production or carcass lean content), and (ii) design of optimum breeding programmes, including proportion of animals selected as parents, population size etc. Advances in electronics, and particularly in computer technology, have had a major Impact on these procedures in a number of ways. In this paper we aim to highlight four of these.The preferred method of estimating breeding values is universally recognised to be BLUP (Best Linear Unbiased Prediction).
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Farstad, Wenche. "Ethics in animal breeding." Reproduction in Domestic Animals 53 (November 2018): 4–13. http://dx.doi.org/10.1111/rda.13335.

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Fowler, M. E., J. Maciejowski, and J. Zieba. "Genetics and Animal Breeding." Journal of Zoo Animal Medicine 16, no. 1 (1985): 47. http://dx.doi.org/10.2307/20094735.

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Gianola, Daniel. "Statistics in Animal Breeding." Journal of the American Statistical Association 95, no. 449 (2000): 296–99. http://dx.doi.org/10.1080/01621459.2000.10473927.

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Nicholas, Frank W. "Animal breeding and disease." Philosophical Transactions of the Royal Society B: Biological Sciences 360, no. 1459 (2005): 1529–36. http://dx.doi.org/10.1098/rstb.2005.1674.

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Single-locus disorders in domesticated animals were among the first Mendelian traits to be documented after the rediscovery of Mendelism, and to be included in early linkage maps. The use of linkage maps and (increasingly) comparative genomics has been central to the identification of the causative gene for single-locus disorders of considerable practical importance. The ‘score-card’ in domestic animals is now more than 100 disorders for which the molecular lesion has been identified and hence for which a DNA test is available. Because of the limited lifespan of any such test, a cost-effective
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15

SK, Bora. "Applications of Genomic Selection in Animal Breeding; Challenges and Opportunities." Open Access Journal of Microbiology & Biotechnology 8, no. 2 (2023): 1–7. http://dx.doi.org/10.23880/oajmb-16000263.

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The world's population demand and animal output are significantly out of balance. Although traditional breeding techniques have been successful in selecting animal populations for a variety of traits with economic significance, the reliability of breeding value has always been in doubt. According to simulation and experiment data, genomic selection for young animals without own performance can predict breeding values with good accuracy. Genetic markers that cover the entire genome are employed in genomic selection, a sort of marker-assisted selection, to ensure that all loci for quantitative t
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Rew, Jehyeok, Sungwoo Park, Yongjang Cho, Seungwon Jung, and Eenjun Hwang. "Animal Movement Prediction Based on Predictive Recurrent Neural Network." Sensors 19, no. 20 (2019): 4411. http://dx.doi.org/10.3390/s19204411.

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Observing animal movements enables us to understand animal behavior changes, such as migration, interaction, foraging, and nesting. Based on spatiotemporal changes in weather and season, animals instinctively change their position for foraging, nesting, or breeding. It is known that moving patterns are closely related to their traits. Analyzing and predicting animals’ movement patterns according to spatiotemporal change offers an opportunity to understand their unique traits and acquire ecological insights into animals. Hence, in this paper, we propose an animal movement prediction scheme usin
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Paliy, A. P., A. M. Mashkey, N. V. Sumakova, V. V. Gontar, and A. P. Paliy. "Application of insecticides in industrial animal breeding." Veterinary Medicine: inter-departmental subject scientific collection, no. 105 (August 7, 2019): 102–7. http://dx.doi.org/10.36016/vm-2019-105-21.

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Entomoses of farm animals are widespread in the territory of Ukraine and cause significant economic losses to animal husbandry. It is established that the sick animals have reduced milk, meat and wool productivity, breeding qualities; weakened young animals, which are easily exposed to various diseases of infectious and non-infectious etiology, are born. Among all modern methods and means for artificial reduction of the number of insects, the most effective is the chemical method. To protect animals from midges the most cost-effective is the spraying of animals with insecticides and repellents
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18

van Arendonk, J. A. M., and A. E. Liinamo. "Animal breeding and genomics: Perspectives for dog breeding." Veterinary Journal 170, no. 1 (2005): 3–5. http://dx.doi.org/10.1016/j.tvjl.2004.05.006.

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Carter, E. "Government Response to the FAWC Report on the Welfare Implications of Animal Breeding and Breeding Technologies in Commercial Agriculture." Animal Welfare 16, no. 4 (2007): 525. http://dx.doi.org/10.1017/s0962728600027494.

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The Farm Animal Welfare Council (FAWC) is an independent advisory body tasked with reviewing the welfare of UK farm animals and informing the Government on any legislative or other changes that may be necessary. In 2004 FAWC published a 43 page report on welfare implications relating to animal breeding and animal breeding technologies. FAWC believes that breeding practices have the potential to both positively and negatively affect farm animal welfare and that it is an area requiring consideration of both the needs of animals, to ensure their good welfare, and the needs of producers, to remain
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Krupová, Zuzana, Emil Krupa, Ludmila Zavadilová, Eva Kašná, and Eliska Žáková. "Current challenges for trait economic values in animal breeding." Czech Journal of Animal Science 65, No. 12 (2020): 454–62. http://dx.doi.org/10.17221/161/2020-cjas.

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Modern selection approaches are expected to bring about the cumulative and permanent improvement of animal performance and profitability of animal production. Breeding values of traits along with trait economic values (EVs) are utilised for economic selection purposes with many species all over the world. Currently, some challenges related to trait EVs in animal breeding should be considered. First, the selection response based on the higher accuracy of genomic selection may be reduced due to improper weighting of the trait breeding values of selection candidates. A comprehensive approach appl
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Cadar, Mirela Emilia, Anamaria Vâtcă, Ilie Cornoiu, Ancuța Rotaru, and Ionel Toader. "Students Involved in Animal Breeding." Bulletin of University of Agricultural Sciences and Veterinary Medicine Cluj-Napoca. Agriculture 73, no. 2 (2016): 341. http://dx.doi.org/10.15835/buasvmcn-agr:12394.

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In last decade, Romanian agriculture does not follow entirely the European and programs as concerns land exploitation and animal farming (SAPARD). Restrictive development projects (POS-MEDIU, POS-DRU, POS-CCE) were active only in large private farms, which represent only 10.7% of the total registered farms in Romania. Was used a questionnaire for 36 students of our faculty, which have animal farms in 7 counties in Northwest of Transylvania. The study want to put into evidence the current problems of farmers in conditions of some private farms with small and middle number of animals. As small f
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Suruchi, Sharma*1 Geetanjali Singh2 Rishika Vij3 and Sahil Sharma4. "Importance of Animal Bioinformatics." Science World a monthly e magazine 3, no. 3 (2023): 399–401. https://doi.org/10.5281/zenodo.7760974.

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The field of bioinformatics combines computer programming, statistics, mathematics, and engineering to handle and analyse data relevant to the bodily functions of living beings. Basic bioinformatics tools are also based on veterinary sciences. By offering innovative methods for identifying disease-preventing therapy targets from the proper ordering of cellular information data of live organisms, bioinformatics has sped up the advancement of veterinary research. A fundamental area of study in the veterinary sciences, animal breeding, and genetics of animals is called animal bioinformatics. The
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23

Rodenburg, TB, P. Bijma, ED Ellen, et al. "Breeding amiable animals? Improving farm animal welfare by including social effects in breeding programmes." Animal Welfare 19, S1 (2010): 77–82. http://dx.doi.org/10.1017/s0962728600002268.

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AbstractSocial interactions between individuals, such as co-operation and competition, are key factors in evolution by natural selection. As a consequence, evolutionary biologists have developed extensive theories to understand the consequences of social interactions for response to natural selection. Current genetic improvement programmes in animal husbandry, in contrast, largely ignore the implications of social interactions for the design of breeding programmes. Recently, we have developed theoretical and empirical tools to quantify the magnitude of heritable social effects, ie the heritabl
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24

Shcherbak, O. V., and S. I. Kovtun. "Actual research on the problems of breeding, genetics and biotechnology in animal husbandry." Visnik ukrains'kogo tovaristva genetikiv i selekcioneriv 19, no. 1-2 (2021): 79–92. http://dx.doi.org/10.7124/visnyk.utgis.19.1-2.1442.

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XIX All-Ukrainian Scientific Conference of Young Scientists and Postgraduate Students with International Participation "Actual research on the problems of breeding, genetics and biotechnology in animal husbandry", which was dedicated to the Day of Science in Ukraine, took place on June 30, 2021 at the Institute of Animal Breeding and Genetics nd. a. M. V. Zubets of National Academy of Agrarian Science of Ukraine to discuss the research of young scientists and graduate students on breeding, genetics, biotechnology, reproduction and conservation of animal biodiversity.Keywords: breeding of farm
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Pak, Maria N., Revoriy V. Ivanov, and I. Alferov. "Prospects for organic horse breeding in Yakutia." BIO Web of Conferences 108 (2024): 01022. http://dx.doi.org/10.1051/bioconf/202410801022.

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The article discusses the prospects for the development of organic horse breeding in Yakutia. The potential of Yakutia in the development of organic animal husbandry is justified by the presence of a huge territory with a favorable environmental situation, the presence of vast areas remote from industrial centers that meet the concept of eco-products. It is noted that Yakut traditional animal husbandry, especially herd horse breeding, is suitable for organic animal husbandry, due to the fact that the requirements are ideally met. Organic animal husbandry requires keeping animals in the most en
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Lee, Gwang-Hoon, KilSoo Kim, and Woori Jo. "Stress Evaluation of Mouse Husbandry Environments for Improving Laboratory Animal Welfare." Animals 13, no. 2 (2023): 249. http://dx.doi.org/10.3390/ani13020249.

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Animal welfare is recognized as essential for the coexistence of humans and animals. Considering the increased demand and interest in animal welfare, many methods for improving animal welfare are being devised, but which method reduces animal stress has not been scientifically verified. Therefore, reducing animal stress by providing a proper breeding environment and environmental enrichment can be the basis for animal study. In this study, stress levels were assessed based on the mouse-breeding environment. We considered that the higher the body weight and the lower the corticosterone concentr
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Yinggang Xie, Yinggang Xie, Yangpeng Xiao Yinggang Xie, Xuewei Peng Yangpeng Xiao, and Qijia Liu Xuewei Peng. "Animal Vocal Recognition-Based Breeding Tracking and Disease Warning." 電腦學刊 34, no. 4 (2023): 127–43. http://dx.doi.org/10.53106/199115992023083404011.

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<p>In this study, we investigate the application of a deep learning framework for the recognition of pig vocalizations. This innovative approach aims to actively monitor and evaluate the diverse states of pigs, with an overarching objective to improve the efficiency of pig farming through prompt identification and resolution of issues. In our comprehensive data collection effort, we carefully gathered a vast assortment of vocal samples from 50 pigs, representative of four distinct states: normal, frightened, coughing, and sneezing. We then meticulously analyzed this vocal data using Mel
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Prof., Priyanka Yogesh Dukare. "Advances in animal sciences." International Journal of Advance and Applied Research 4, no. 8 (2023): 78–79. https://doi.org/10.5281/zenodo.7807619.

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Advances and upgrading is a must trend to follow worldwide. There is no doubt animal sciences is an exception to this. In recent times multiple concepts has emerged as revolutionary things in animal sciences such as aquaculture, animal behavior, animal welfare, animal safety, animal genetics, animal breeding, animal cruelty, animal husbandry, cross breeding animals, dairy farming, farmed livestock, factory farming, livestock systems, livestock farming, poultry, pasture farming, production physiology, functional biology of farmed, wild game animals, ruminant nutrition, sheep farming and wild li
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Al-Dala'een, Jawad Atef. "The Socio-economic Factors Affecting Animal Breeding in Urban Households." International Journal of Business Administration 9, no. 1 (2017): 36. http://dx.doi.org/10.5430/ijba.v9n1p36.

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The objective of this research is to investigate the socio-economic conditions of households who have animal production gardens. The questionnaire was used to collect data. The questionnaire concentrated on collecting data about animal breeding patters, the extent of these animals in these gardens. The sample was distributed on six stratified layers each layer represent a pattern of household income except the sixth layers which represents household gardens suburban areas. The results showed that households concentrate on animal breeding in their gardens. The type of animal breeding depends on
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Ymberzal, Koul1 Gaurav Patel1 and Utsav Surati1. "Revolutionizing animal breeding: artificial intelligence takes the lead." Science World a monthly e magazine 3, no. 5 (2023): 829–33. https://doi.org/10.5281/zenodo.7970624.

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In recent years, the rapid advancement of technology has permeated various industries, and the field of animal breeding is no exception. This article investigates the revolutionary impact of Artificial Intelligence (AI) and Machine Learning (ML) on enhancing animal genetics, improving breeding programs, and optimizing productivity across diverse species. AI and ML exhibit immense potential by effectively processing vast amounts of data and extracting valuable insights, propelling animal breeding into a new era of precision and efficiency. The integration of AI-powered systems facilitates autom
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Abolfazl, Bahrami*, and Najafi Ali. "Synthetic Animal: Trends in Animal Breeding and Genetics." Insights in Biology and Medicine 3, no. 1 (2019): 007–25. http://dx.doi.org/10.29328/journal.ibm.1001015.

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D'Eath, RB, J. Conington, AB Lawrence, IAS Olsson, and P. Sand⊘e. "Breeding for behavioural change in farm animals: practical, economic and ethical considerations." Animal Welfare 19, S1 (2010): 17–27. http://dx.doi.org/10.1017/s0962728600002207.

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AbstractIn farm animal breeding, behavioural traits are rarely included in selection programmes despite their potential to improve animal production and welfare. Breeding goals have been broadened beyond production traits in most farm animal species to include health and functional traits, and opportunities exist to increase the inclusion of behaviour in breeding indices. On a technical level, breeding for behaviour presents a number of particular challenges compared to physical traits. It is much more difficult and time-consuming to directly measure behaviour in a consistent and reliable mann
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Politiek, R. D. "Development of animal breeding research." Netherlands Journal of Agricultural Science 34, no. 3 (1986): 421–26. http://dx.doi.org/10.18174/njas.v34i3.16796.

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This article outlines the scope of research on the genetic improvement of farm livestock in the Netherlands, and briefly describes the main current projects in the breeding of beef and dairy cattle. (Abstract retrieved from CAB Abstracts by CABI’s permission)
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Skipper, Alison. "Animal breeding: health and welfare." BSAVA Companion 2020, no. 4 (2020): 8–9. http://dx.doi.org/10.22233/20412495.0420.8.

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Muramatsu, Susumu. "Modern biotechnology in animal breeding." TRENDS IN THE SCIENCES 3, no. 5 (1998): 49–51. http://dx.doi.org/10.5363/tits.3.5_49.

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NAGAMINE, Yoshitaka. "Genomic information and animal breeding." Journal of Animal Genetics 41, no. 1 (2013): 15–22. http://dx.doi.org/10.5924/abgri.41.15.

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Andersson, Leif. "Molecular consequences of animal breeding." Current Opinion in Genetics & Development 23, no. 3 (2013): 295–301. http://dx.doi.org/10.1016/j.gde.2013.02.014.

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Land, R. B., and I. Wilmut. "Gene transfer and animal breeding." Theriogenology 27, no. 1 (1987): 169–79. http://dx.doi.org/10.1016/0093-691x(87)90076-8.

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Anderson, Robert D. "Population genetics in animal breeding." Animal Reproduction Science 8, no. 4 (1985): 390–91. http://dx.doi.org/10.1016/0378-4320(85)90054-5.

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林, 珂. "Advances in Animal Breeding Research." Bioprocess 13, no. 01 (2023): 52–56. http://dx.doi.org/10.12677/bp.2023.131007.

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Demircioglu, Hasan Batuhan. "Genomic Selection in Animal Breeding." BIO Web of Conferences 85 (2024): 01069. http://dx.doi.org/10.1051/bioconf/20248501069.

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Genomic selection endeavors to determine the reproductive values and characteristics of offspring in a given population through the utilization of high-density genetic markers. In contemporary breeding methods, classical approaches involve extended labor-intensive processes. In contrast, genomic breeding methods expedite these processes while reducing labor and time requirements. Traditional breeding management often necessitates protracted procedures to enhance the efficiency of a trait. Genomic breeding methods are economically more efficient than classical breeding techniques. With advancin
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42

Martyniuk, Elżbieta. "Policy Effects on the Sustainability of Animal Breeding." Sustainability 13, no. 14 (2021): 7787. http://dx.doi.org/10.3390/su13147787.

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Sustainability in animal breeding can be understood as continuous availability of breeding animals and their germinal products for commercial production, that now and in the future, meet the requirements of a broad range of stakeholders: breeders, farmers, livestock keepers, producers, consumers and others, while respecting animal welfare and promoting more sustainable agriculture. Breeding goals are established to contribute to fulfilling various aspects of sustainability: quality, diversity, acceptability, environment and economics. Government policies and strategies have major impacts on an
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van der Werf, Julius H. J. "Sustainable animal genetic improvement." E3S Web of Conferences 335 (2022): 00001. http://dx.doi.org/10.1051/e3sconf/202233500001.

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Well designed and targeted animal breeding programs allow a sustainable genetic improvement of livestock with increases in animal productivity of 1-2% per annum. Over time, massive improvements have been achieved, e.g. in dairy and pig and poultry production systems, now resulting in higher production that requires much fewer input of resources. Although reproductive and genomic technologies contribute nowadays to increases in rates of genetic improvement, the key to successful breeding programs lies in a strong focus on simple and well-defined breeding objectives, effective investment in trai
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44

Yeates, J. "Breeding for pleasure: the value of pleasure and pain in evolution and animal welfare." Animal Welfare 19, S1 (2010): 29–38. http://dx.doi.org/10.1017/s0962728600002219.

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AbstractFarming and laboratory industries face questions about whether to breed animals with altered capacities for pleasure and pain. This paper addresses this issue from different approaches to animal welfare based on experiences, fitness and naturalness. This can illuminate both the breeding-related issues and the different approaches themselves. These differences have practical implications for decisions about animal breeding. All three approaches will agree that pleasure that is adaptive in natural environments has positive value and that maladaptive pain has negative value. However, wher
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Mirhosseini, S. Z., M. Ghanipoor, and A. Shadparvar. "Breeding objectives for commercial silkworm lines in Iran." Proceedings of the British Society of Animal Science 2005 (2005): 135. http://dx.doi.org/10.1017/s1752756200010462.

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Animal breeding generally aims to obtain a new generation of animals that will produce desired products more efficiently under future farm economic and social circumstances than the present generation of animals (Groen, 2000). Definition of the breeding objective is generally regarded as the primary step in the development of structured breeding programmes (Ponzoni, 1988). Clearly defined breeding objectives are vital for effective genetic improvement of all livestock species. So, they stipulate the animal characteristics to be improved and the desired direction for genetic change. The breedin
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Padmavathi, R., P. Sethuraj, and P. S. Rathi priya. "Studies on Influence of Breeding Success and Genetic Diversity with in Honey Bee Species." Indian Journal of Genetics and Molecular Research 12, no. 1 (2023): 33–36. http://dx.doi.org/10.21088/ijgmr.2319.4782.12123.3.

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The majority of selection of traits desires in animal breeding are strongly influenced by the environment. The reason for this was that the simultaneous consideration of individuals and siblings performance in the early days of animal breeding /genetic diversity was rather intuitive. As a result of weighting factors account so for degree of kinship between the animals and describes the percentage of shared genes, originating from shared ancestors, inter relationship poses serious challenges in properly estimating breeding values of honey bee.
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Klingel, Stefanie, Dirk Hinrichs, and Heiner Iversen. "Protecting breeding diversity." Impact 2019, no. 9 (2019): 27–29. http://dx.doi.org/10.21820/23987073.2019.9.27.

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Farming and agriculture are vital to our survival and we have domesticated around 35 species of animals, many of which are farmed for food. Cows, sheep, chickens, pigs, goats and horses have been some of the animals whose domestication has played a key role in advancing human civilisation through added food security and these have been selectively bred over thousands of years to develop a variety of breeds, each of which offer particular characteristics to suit certain needs or local conditions. However, globalisation and standardisation have led to the loss of many of these diverse breeds, wi
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Varij, Nayan1 *. Anuradha Bhardwaj2 Naveen Swaroop1 3. Prashant Kumar1 Nisha1 Amit Kumar1 Rahul Goyal1. "Artificial Intelligence in animal production." Science World a monthly e magazine 3, no. 2 (2023): 168–74. https://doi.org/10.5281/zenodo.7669179.

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Artificial intelligence (AI) has enormous possibilities in the field of animal science. It can be used to help improve animal health, nutrition, and management. Here are some of the ways AI is being used in animal science such as breeding programs, livestock monitoring, feed optimization, disease diagnosis, animal reproduction, and animal welfare, etc. AI can be applied to animal production in several ways. One of its primaries uses in animal production is to monitor the health and behavior of animals. Sensors and cameras can be used to collect data on various aspects of animal behavior, such
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Kyselová, Jitka, Ladislav Tichý, and Kateřina Jochová. "The role of molecular genetics in animal breeding: A minireview." Czech Journal of Animal Science 66, No. 4 (2021): 107–11. http://dx.doi.org/10.17221/251/2020-cjas.

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Current animal breeding approaches are strongly associated with the development of sophisticated molecular genetics methods and techniques. Worldwide expansion of genomic selection can be achieved by the identification of genetic DNA markers and implementation of the microarray (“chip”) technology. Further advancement was associated with next-generation sequencing methods, high-throughput genotyping platforms, targeted genome editing techniques, and studies of epigenetic mechanisms. The remarkable development of “omics” technologies, such as genomics, epigenomics, transcriptomics, proteomics a
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Ren, Jing, Zhendong Gao, Ying Lu, et al. "Application of GWAS and mGWAS in Livestock and Poultry Breeding." Animals 14, no. 16 (2024): 2382. http://dx.doi.org/10.3390/ani14162382.

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In recent years, genome-wide association studies (GWAS) and metabolome genome-wide association studies (mGWAS) have emerged as crucial methods for investigating complex traits in animals and plants. These have played pivotal roles in research on livestock and poultry breeding, facilitating a deeper understanding of genetic diversity, the relationship between genes, and genetic bases in livestock and poultry. This article provides a review of the applications of GWAS and mGWAS in animal genetic breeding, aiming to offer reference and inspiration for relevant researchers, promote innovation in a
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