• 제목/요약/키워드: Output traits

검색결과 20건 처리시간 0.021초

National genomic evaluation of Korean thoroughbreds through indirect racing phenotype

  • Lee, Jinwoo;Shin, Donghyun;Kim, Heebal
    • Animal Bioscience
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    • 제35권5호
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    • pp.659-669
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    • 2022
  • Objective: Thoroughbred horses have been bred exclusively for racing in England for a long time. Additionally, because horse racing is a global sport, a healthy leisure activity for ordinary citizens, and a high-value business, systematic racehorse breeding at the population level is a requirement for continuous industrial development. Therefore, we established genomic evaluation system (using prize money as horse racing traits) to produce spirited, agile, and strong racing horse population Methods: We used phenotypic data from 25,061 Thoroughbred horses (all registered individuals in Korea) that competed in races between 1994 and 2019 at the Korea Racing Authority and constructed pedigree structures. We quantified the improvement in racehorse breeding output by year in Korea, and this aided in the establishment of a high-level horse-fill industry. Results: We found that pedigree-based best linear unbiased prediction method improved the racing performance of the Thoroughbred population with high accuracy, making it possible to construct an excellent Thoroughbred racehorse population in Korea. Conclusion: This study could be used to develop an efficient breeding program at the population level for Korean Thoroughbred racehorse populations as well as others.

LSTM-based aerodynamic force modeling for unsteady flows around structures

  • Shijie Liu;Zhen Zhang;Xue Zhou;Qingkuan Liu
    • Wind and Structures
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    • 제38권2호
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    • pp.147-160
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    • 2024
  • The aerodynamic force is a significant component that influences the stability and safety of structures. It has unstable properties and depends on computer precision, making its long-term prediction challenging. Accurately estimating the aerodynamic traits of structures is critical for structural design and vibration control. This paper establishes an unsteady aerodynamic time series prediction model using Long Short-Term Memory (LSTM) network. The unsteady aerodynamic force under varied Reynolds number and angles of attack is predicted by the LSTM model. The input of the model is the aerodynamic coefficients of the 1 to n sample points and output is the aerodynamic coefficients of the n+1 sample point. The model is predicted by interpolation and extrapolation utilizing Unsteady Reynolds-average Navier-Stokes (URANS) simulation data of flow around a circular cylinder, square cylinder and airfoil. The results illustrate that the trajectories of the LSTM prediction results and URANS outcomes are largely consistent with time. The mean relative error between the forecast results and the original results is less than 6%. Therefore, our technique has a prospective application in unsteady aerodynamic force prediction of structures and can give technical assistance for engineering applications.

해양관광 복합형어항 개발에 따른 인프라정비의 파급효과 분석 - 부산시 기장지역 어항을 중심으로- (Analyzing Effects on Improving Infrastructures for the Development of Maritime Tourism Combined Fishing Ports - Focusing on ports in Gijang, Busan -)

  • 김경수
    • 한국지리정보학회지
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    • 제10권1호
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    • pp.146-157
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    • 2007
  • 오늘날의 어촌은 순수 수산업으로서 그 기능을 유지하기가 어려운 실정이다. 특히 도시어항은 시민이 쉽게 찾을 수 있는 관광복합형 어항으로의 기능개선에 적극 대응할 필요가 있으며, 이와 연계한 어민의 소득증대를 도모할 필요성이 있다. 이에 연구에서는 부산광역시역내 위치하고 있는 어항을 대상으로 기장군에 산재한 어항별 정비계획을 계획적 체계적으로 개발함을 통해 산재한 소규모 어촌지역주민의 정주환경 개선과 관광복합형 어항 정비에 따른 지역경제의 파급효과를 분석하는데 목적이 있다. 분석에서는 부산시역내에서도 자연경관이 뛰어나고 개발 잠재력이 높은 기장군에 위치한 어항을 사례지역으로 설정하고 관광형 어항정비사업의 지역 경제적 파급효과를 지역산업연관모형에 따른 지역경제 산업간, 지역간의 연관관계를 파악하고, 정책적인 외생변수의 변화에 따른 지역경제의 파급효과를 생산, 고용, 소득 등으로 구분하여 지역경제 구조에 대한 체계적 분석을 시도하였다. 지역산업연관모형은 지역경제 산업간, 지역간의 연관관계를 파악하기 때문에 지역경제에 대한 이론적 설명력이 높으며, 상품의 흐름이 산업간의 연계분석이 체계적으로 가능하고 정책적인 외생 변수의 변화에 따른 지역경제의 파급효과를 생산, 고용, 소득 등으로 구분하여 지역경제 구조에 대한 체계적 분석이 가능하다. 연구에서는 기장군의 관광복합형 어항개발에 대해, 농림어업부문 4개, 광공업부문 71개, 기타서비스업 35개 부문 등 총 110개 세분류로 나누어 작성된 부산지역의 산업연관표(2000)를 이용하여 어항개발 사업에 대한 생산유발효과, 고용유발효과, 부가가치유발효과를 도출하였다.

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Development of an Integrated General Model (IGM) System for Comparison of Genetic Gains from Different Bull Selection Strategies for Korean Brown Cattle (Hanwoo)

  • Lee, Jeong-Soo;Kim, Hee-Bal;Kim, Si-Dong
    • Asian-Australasian Journal of Animal Sciences
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    • 제24권11호
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    • pp.1483-1503
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    • 2011
  • To advance the effectiveness of the current Hanwoo improvement system, we developed a general simulation that compared a series of breeding schemes under realistic user circumstances. We call this system the Integrated General Model (IGM) and it allows users to control the breeding schemes and selection methods by manipulating the input parameters. The Current Hanwoo Performance and Progeny Test (CHPPT) scheme was simulated with a Modified Hanwoo Performance and Progeny Test (MHPPT) scheme using a Hanwoo Breeding Farm cow population of the Livestock Improvement Main Center (LOMC) of the National Agricultural Cooperatives Federation (NACF). To compare the two schemes, a new method, the Simple Hanwoo Performance Test (SHPT), which uses ultrasound technology for measuring the carcass traits of live animals, was developed. These three models, including the CHPPT, incorporated three types of selection criteria: phenotype (PH), true breeding value (TBV), and estimated breeding value (EBV). The simulation was scheduled to mimic an actual Hanwoo breeding program; thus, the simulation was run to include the years 1983-2020 for each breeding method and was replicated 10 times. The parameters for simulation were derived from the literature. Approximately 642,000 animals were simulated per replication for the CHPPT scheme; 129,000 animals were simulated for the MHPPT scheme and 112,000 animals for the SHPT scheme. Throughout the 38-year simulation, all estimated parameters of each simulated population, regardless of population size, showed results similar to the input parameters. The deviations between input and output values for the parameters in the large populations were statistically acceptable. In this study, we integrated three simulated models, including the CHPPT, in an attempt to achieve the greatest genetic gains within major economic traits including body weight at 12 months of age (BW12), body weight at 24 months of age (BW24), average daily gain from 6 to 12 months (ADG), carcass weight (CWT), carcass longissimus muscle area (CLMA), carcass marbling score (CMS), ultrasound scanned longissimus muscle area (ULMA), and ultrasound scanned marbling score (UMS).

산림유전자원보호구역의 관리효과성 평가 적용 (Management Effectiveness Evaluation(MEE) in Protected Areas for Forest Genetic Resources)

  • 류광수;최재용;신현탁
    • Journal of Forest and Environmental Science
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    • 제27권3호
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    • pp.205-210
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    • 2011
  • This study aims to assess MEE(management effectiveness evaluations) on PAs(protected areas) for forest genetic resources which play an important role in biodiversity conservation, and then to suggest better ways to manage PAs for forest genetic resources. This study applies same indicators of the MEE on PAs as the ones described in the prior study(Ryu et al. 2011). The indicators applied are composed of five elements, thirty-two indicators which all would be grouped into one element by each traits. Overall indicators belonging to the element of output and outcome are comparatively low. Especially the ones related to the change of biodiversity, degree of ecosystem health, variation of civil complaint and visitor satisfaction are ranked mostly low. The element of input shows the low rank on the number of staff and budget. The score of indicators related to the identification of the threats of PAs and local communities' supports turn out to be low in the element of Context. The element of process, however, has scored low on Staff management, Education/Awareness programs and Governance, while the law enforcement, management regulation and capacity to prevent forest disasters have made relatively high score. Meanwhile, all indicators in the element of planning have scored relatively high as compared to the indicators belonged to other elements. This study suggests to strengthen a few constructive proposals, such as facilitating efficient management framework for PAs, developing local community cooperation program, establishing survey, research and monitoring system, and registering PAs to the WDPA(World Database on Protected Areas) according to the IUCN categories.

Influence of Rabbit Sire Genetic Origin, Season of Birth and Parity Order on Doe and Litter Performance in an Organic Production System

  • Zotte, Antonella Dalle;Paci, Gisella
    • Asian-Australasian Journal of Animal Sciences
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    • 제26권1호
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    • pp.43-49
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    • 2013
  • The aim of this study was to compare both the performance of litters derived from two sire genetic origins (SGO), Vienna Blue (VB) and Burgundy Fawn (BF), along successive seasons of birth (SB; winter, spring, summer and autumn), and doe reproductive performance in an organic production system. A total of fifty-eight does consisting of a mixture of crosses of several medium-large size breeds at different parity order (P, 1 = nulliparous; 2 = primiparous; ${\geq}3$ = multiparous) and twelve males (6 VB and 6 BF) were housed indoors at environmental conditions that followed seasonality. An extensive reproductive rhythm was used and kits were weaned at $46{\pm}6$ d of age. Doe reproductive performance and the data of 105 litters (55 from VB and 50 from BF SGO) were recorded throughout the SB. No statistically significant differences related to SGO effect were observed. As regards parity order, multiparous does showed higher live weights (LW) (p<0.05), total born (p<0.01), total born alive (p<0.05) per delivery, and litter weight of born alive (p<0.05), but lower milk output at 21st d than primiparous does (p<0.05). The extensive reproductive rhythm mainly increased litter performance at birth in multiparous does but was not sufficient to permit a complete recovery of body reserves lost during lactation. Autumn SB negatively affected doe LW variation between deliveries. The number of pups born and born alive per delivery (p<0.05) and litter size at 21 d of age and at weaning (p<0.01) were lower during hot SB. Due to the lower litter size of pups born in summer and autumn, their individual weight at 21st d of age and daily individual growth rate 0 to 21 d were higher than those of pups born in winter (p<0.001). Litter performance at 21st d of age and individual pup pre-weaning growth rate were poorer for those born in spring than in other seasons due to the harmful effects of increased environmental temperatures. SB affected most of the performance traits of does and young rabbits reared under the organic farming system. The rabbits seemed better suited to organic rearing conditions during winter than in other seasons. The worst results overall were obtained in the spring SB, whereas the hot SB negatively affected both doe energy balance and prolificacy. In conclusion, the pups of the 2 SGO showed good pre-weaning performance and seemed suited to the organic rabbit production system.

한우의 개량 체계 모의실험을 위한 모형 개발 (Development of Sumulation Model for Breeding Schemes of Hanwoo(Korean Cattle))

  • 주종철;김내수
    • Journal of Animal Science and Technology
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    • 제44권5호
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    • pp.507-518
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    • 2002
  • 가축 육종 체계 또는 선발방법의 상호 비교를 할 수 있도록 다형질 컴퓨터 모의실험을 위한 확률모형을 개발하고, 기존 연구결과로부터 얻어진 평균과 상가적 유전효과 및 잔여오차의 분산 및 공분산 값을 실험 모수로 사용하여 모의실험 축군을 생성하였고, 선발방법은 임의교배, 표현형가, 참육종가 및 추정육종가에 의한 선발 중에서 선택할 수 있도록 하였다. 개체의 육종가는 MTDFREML package를 사용하여 추정하였다. 모의실험 프로그램의 정확성을 검증하기 위하여 크기가 다른 세 축군을 20년간 임의교배하여 모의실험한 결과, 평균값과 분산 및 공분산 값은 모의실험 모수로 주어진 값과 비슷하였고, 축군의 크기가 클수록 모의실험 모수로 주어진 값에 더욱 근접하였으며 표준오차가 작아졌다. 임의교배를 계속함에 따른 근교계수와 축군 평균 및 분산의 변화를 확인하기 위하여 종모우 1두, 종빈우 10두를 유지하는 소축군 10개를 500년간 모의실험 한 결과, 근교계수의 변화는 이론적 추정함수와 비슷하였으며, 평균값은 작은 축군에서 세대에 따라 임의부동현상을 보였지만 근교계수가 증가하여 1에 가까워지면 일정한 값으로 수렴하였다. 축군내 분산은 근교계수의 증가에 따라 감소하였다. 이상의 결과를 보면, 모의실험 모형에 의해 생성된 축군의 자료는 모의실험 모수와 같은 통계적 특성을 유지하는 것으로 사료된다.

벼에서 애멸구(Laodelphax striatellus Fallén) 개체군 밀도 변동 예측 모델 구축 (Modelling The Population Dynamics of Laodelphax striatellus Fallén on Rice)

  • 권덕호;정인홍;서보윤;김혜경;박창규
    • 한국응용곤충학회지
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    • 제58권4호
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    • pp.347-354
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    • 2019
  • 벼에 줄무늬잎마름병을 유발하는 애멸구(Laodelphax striatellus)의 온도에 따른 산란 등 성충 활동 특성을 12.5~35.0℃ 10개 항온조건 광주기 14L:10D에서 조사하였다. 산란모델을 만들기 위한 단위 함수를 개발하고 DYMEX를 이용하여 개체군 밀도 변동 모델을 구축하였다. 성충 수명은 15.0℃에서 56.0일로 가장 길었고, 35.0℃에서 17.7일로 가장 짧았으며 온도가 올라감에 따라 수명도 짧아지는 경향을 보였다. 암컷 한 마리당 총산란수는 22.5℃에서 515.9개로 가장 많았으며, 35℃에서 18.6개로 가장 적었다. 산란 모델 개발을 위해 성충발육율, 총산란수, 성충사망율 및 누적산란율 단위모델을 추정한 결과, 단위모델 모두에서 높은 수준의 모델 적합성을 보였다(r2=0.94~0.97). 개체군 밀도 변동 모델은 포트와 포장 실험을 통하여 예측 정확도를 평가하였다. 포트 및 포장 실험 결과 접종 후 30일까지는 각 조사 시점에서 밀도 및 영기 분포 비율의 예측 정확도가 비교적 높았으나 이후에는 1, 2령의 조사 밀도와 예측 밀도 간에 큰 차이가 발생하였고, 영기 분포 변화의 경우도 모델에서 실제 조사 자료보다 1~2단계의 발육 영기가 빠르게 추정되는 경향을 보였다.

메추리 원시생식세포 감소를 위한 감마선 조사의 효과 (Effects of Gamma-Irradiation on the Sterilization of Primordial Germ Cells in Quail)

  • 박경제;김태민;이형철;장현준;송권화;한재용
    • 한국가금학회지
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    • 제37권2호
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    • pp.139-143
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    • 2010
  • 조류의 원시생식세포는 수용체 배자로의 주입을 통해서 생식선 카이메라 생산을 가능하게 하기 때문에 유전자 도입에 매우 효율적인 도구이다. 특히, 메추리는 성성숙이 빠르며 산란능력이 뛰어 나기 때문에 형질전환 조류 생산과 유전자 기능 연구에 매우 적합하다. 형질전환 조류 생산 효율을 높이기 위해서는 수용체 배자 내의 원시생식세포의 수를 줄이는 것이 필수적인 요소이지만, 아직까지 메추리에서 이러한 시도를 했다는 보고는 없다. 본 연구는 감마선 조사가 수용체 내의 원시생식세포의 수를 감소시킬 수 있는지 알아보았다. 먼저 0, 250, 500, 750, 1,000 rads 강도의 감마선을 갓 산란된 메추리알에 조사 후 5일령 배자에서 기형 발생빈도를 측정하였고, 0과 500 rads에서 17일째 부화율을 검정하였다. 그리고 500 rad의 감마선을 산란된 알에 73초간 조사 후 5일간 배양시킨 뒤 원시생식세포의 수를 측정하였다. 그결과, $1{\times}10^4$개의 세포 당 원시생식세포의 수는 수컷은 $107.75{\pm}3.96$에서 $80.30{\pm}4.34$로, 암컷에서 $99.56{\pm}3.22$에서 $81.67{\pm}3.72$로 원시생식세포수가 감소되었다. 이상의 연구 결과는 감마선 조사가 수용체 배자내의 원시생식세포를 감소시킬 수 있고, 이를 형질 전환 기술에 접목시켜서 생식선 카이메라 효율을 높일 수 있는 가능성을 보여 주고 있다.

Present status and prospect for development of mushrooms in Korea

  • Jang, Kab-Yeul;Oh, Youn-Lee;Oh, Minji;Im, Ji-Hoon;Lee, Seul-Ki;Kong, Won-Sik
    • 한국균학회소식:학술대회논문집
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    • 한국균학회 2018년도 춘계학술대회 및 임시총회
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    • pp.27-27
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    • 2018
  • The production scale of mushroom cultivation in Korea is approximately 600 billion won, which is 1.6% of the Korean gross agricultural output. Annually, ca. 190,000 tons of mushrooms are harvested in Korea. Although the numbers of mushroom farms and cultivators are constantly decreasing, the total mushroom yields are increasing due to the large-scale cultivation facilities and automation. The recent expansion of the well-being trend causes increase in mushroom consumption in Korea: annual per capita consumption of mushroom was 3.9kg ('13) that is a little higher than European's average. Thus the exports of mushrooms, mainly Flammulina velutipes and Pleurotus ostreatus, have been increased since the middle of 2000s. Recently, however, it is slightly reduced. However, Vietnam, Hong Kong, the United States, the Netherlands and continued to export, and the country has increased recently been exported to Australia, Canada, Southeast Asia and so on. Canned foods of Agaricus bisporus was the first exports of the Korean mushroom industry. This business has reached the peak of the sale in 1977-1978. As Korea initiated trade with China in 1980, the international prices of mushrooms were sharply fall that led to shrink the domestic markets. According to the high demand to develop new items to substitute for A. bisporus, oyster mushroom (Pleurotus ostreatus) was received the attention since it seems to suit the taste of Korean consumers. Although log cultivation technique was developed in the early 1970s for oyster mushroom, this method requires a great deal of labor. Thus we developed shelf cultivation technique which is easier to manage and allows the mass production. In this technique, the growing shelf is manly made from fermented rice straw, that is the unique P. ostreatus medium in the world, was used only in South Korea. After then, the use of cotton wastes as an additional material of medium, the productivity. Currently it is developing a standard cultivation techniques and environmental control system that can stably produce mushrooms throughout the year. The increase of oyster mushroom production may activate the domestic market and contribute to the industrial development. In addition, oyster mushroom production technology has a role in forming the basis of the development of bottle cultivation. Developed mushroom cultivation technology using bottles made possible the mass production. In particular, bottle cultivation method using a liquid spawn can be an opportunity to export the F.velutipes and P.eryngii. In addition, the white varieties of F.velutipes were second developed in the world after Japan. We also developed the new A.bisporus cultivar "Sae-ah" that is easy to grown in Korea. To lead the mushroom industry, we will continue to develop the cultivars with an international competitive power and to improve the cultivation techniques. Mushroom research in Korea nowadays focuses on analysis of mushroom genetics in combination with development of new mushroom varieties, mushroom physiology and cultivation. Further studied are environmental factors for cultivation, disease control, development and utilization of mushroom substrate resources, post-harvest management and improvement of marketable traits. Finally, the RDA manages the collection, classification, identification and preservation of mushroom resources. To keep up with the increasing application of biotechnology in agricultural research the genome project of various mushrooms and the draft of the genetic map has just been completed. A broad range of future studies based on this project is anticipated. The mushroom industry in Korea continually grows and its productivity rapidly increases through the development of new mushrooms cultivars and automated plastic bottle cultivation. Consumption of medicinal mushrooms like Ganoderma lucidum and Phellinus linteus is also increasing strongly. Recently, business of edible and medicinal mushrooms was suffering under over-production and problems in distribution. Fortunately, expansion of the mushroom export helped ease the negative effects for the mushroom industry.

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