• 제목/요약/키워드: breeding data

검색결과 860건 처리시간 0.041초

POTENTIAL OF NIRS FOR SUPPORTING BREEDING AND CULTIVATION OF MEDICINAL AND SPICE PLANTS

  • Schulz, Hartwig;Steuer, Boris;Kruger, Hans
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.1162-1162
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    • 2001
  • Whereas NIR spectroscopy has been applied in agriculture for more than 20 years, few studies refer to those plant substances occurring only in smaller amounts. Nevertheless there is a growing interest today to support efficiently activities in the production of high-quality medicinal and spice plants by this fast and non-invasive method. Therefore, it was the aim of this study to develop new NIR methods for the reliable prediction of secondary metabolites found as valuable substances in various plant species. First, sophisticated NIR methods were established to perform fast quality analyses of intact fennel, caraway and dill fruits deriving from single-plants [1]. Later on, a characterization of several leaf drugs and the corresponding fresh material has been successfully performed. In this context robust calibrations have been developed for dried peppermint, rosemary and sage leaves for the determination of their individual essential oil content and composition [2]. A specially adopted NIR method has been developed also for the analysis of carnosic acid in the leaves of numerous rosemary and sage gene bank accessions. Carnosic acid is an antioxidative substance for which several health promoting properties including cancer preservation are assumed. Also some other calibrations have been developed for non-volatile substances such as aspalathin (in unfermented rooibos leaves), catechins (in green tea) and echinacoside (in different Echinacea species) [3]. Some NIR analyses have also been successfully performed on fresh material, too. In spite of the fact that these measurements showed less accuracy in comparison to dried samples, the calibration equations are precise enough to register the individual plant ontogenesis and genetic background. Based on the information received, the farmers and breeders are able to determine the right harvest time (when the valuable components have reached their optimum profile) and to select high-quality genotypes during breeding experiments, respectively. First promising attempts have also been made to introduce mobile diode array spectrometers to collect the spectral data directly on the field or in the individual natural habitats. Since the development of reliable NIRS methods in this special field of application is very time-consuming and needs continuous maintenance of the calibration equations over a longer period, it is convenient to supply the corresponding calibration data to interested user via NIRS network. The present status of all activities, preformed in this context during the last three years, will be presented in detail.

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The effectiveness of genomic selection for milk production traits of Holstein dairy cattle

  • Lee, Yun-Mi;Dang, Chang-Gwon;Alam, Mohammad Z.;Kim, You-Sam;Cho, Kwang-Hyeon;Park, Kyung-Do;Kim, Jong-Joo
    • Asian-Australasian Journal of Animal Sciences
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    • 제33권3호
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    • pp.382-389
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    • 2020
  • Objective: This study was conducted to test the efficiency of genomic selection for milk production traits in a Korean Holstein cattle population. Methods: A total of 506,481 milk production records from 293,855 animals (2,090 heads with single nucleotide polymorphism information) were used to estimate breeding value by single step best linear unbiased prediction. Results: The heritability estimates for milk, fat, and protein yields in the first parity were 0.28, 0.26, and 0.23, respectively. As the parity increased, the heritability decreased for all milk production traits. The estimated generation intervals of sire for the production of bulls (LSB) and that for the production of cows (LSC) were 7.9 and 8.1 years, respectively, and the estimated generation intervals of dams for the production of bulls (LDB) and cows (LDC) were 4.9 and 4.2 years, respectively. In the overall data set, the reliability of genomic estimated breeding value (GEBV) increased by 9% on average over that of estimated breeding value (EBV), and increased by 7% in cows with test records, about 4% in bulls with progeny records, and 13% in heifers without test records. The difference in the reliability between GEBV and EBV was especially significant for the data from young bulls, i.e. 17% on average for milk (39% vs 22%), fat (39% vs 22%), and protein (37% vs 22%) yields, respectively. When selected for the milk yield using GEBV, the genetic gain increased about 7.1% over the gain with the EBV in the cows with test records, and by 2.9% in bulls with progeny records, while the genetic gain increased by about 24.2% in heifers without test records and by 35% in young bulls without progeny records. Conclusion: More genetic gains can be expected through the use of GEBV than EBV, and genomic selection was more effective in the selection of young bulls and heifers without test records.

젖소군의 유생산 수준별 이질성 분산 보정 (Adjustment of heterogeneous variance by milk production level of dairy herd)

  • 조광현;이준호;박경도
    • Journal of the Korean Data and Information Science Society
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    • 제25권4호
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    • pp.737-743
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    • 2014
  • 본 연구는 젖소의 검정성적, 총 502,228개를 이용하여 젖소군 분산에 대한 이질성을 비교 검증하고 동질적인 분산을 유도하기 위하여 수행되었다. 유량, 유지방량과 유단백량에 대한 유전력은 각각 0.28, 0.26과 0.24로 추정되었으며, 출생년도별 평균 육종가는 HV (heterogenous variance) 모형의 추정치가 animal 모형의 것보다 일괄적으로 낮게 나타났다. 국제유전능력평가 기준에 적용된 씨수소 545두에 대한 유량, 유지방량, 유단백량의 평균 육종가는 각각 453.54kg, 10.75kg과 14.33kg이었으며, 이질성이 보정된 경우의 평균 육종가는 각각 432.06kg, 10.15kg과 13.40kg으로서 모든 유생산형질에서 보정된 자료의 육종가 평균이 일괄적으로 낮게 나타났다. animal 모형에서 데이터세트 I과 II사이의 표현형 상관계수는 유량 0.839, 유지방량 0.821, 유단백량 0.837이었으며, HV 모형에서는 유량 0.841, 유지방량 0.820, 유단백량 0.836으로 두 모형에서 거의 유사한 결과를 나타내었다. animal 모형과 HV 모형으로 비교한 결과 유량에서 ${\theta}$값은 15.157에서 16.105, 유지방량은 -0.227에서 -0.196으로 증가하였으나 유단백량의 경우 0.630에서 0.586으로 감소하였다.

범주형 자료를 포함한 다형질 임계개체모형에서 유전능력 추정 알고리즘 (Computing Algorithm for Genetic Evaluations on Several Linear and Categorical Traits in A Multivariate Threshold Animal Model)

  • 이득환
    • Journal of Animal Science and Technology
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    • 제46권2호
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    • pp.137-144
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    • 2004
  • 불연속 범주형 자료에 대한 잠재변수가 존재한다는 가정하에 임계값을 추정하고 잠재변수를 생성하며 생성된 잠재변수 및 기타 연속변량에 대한 관측치를 포함하는 다변량 임계개체모형을 설정하고 유전능력을 예측하기 위한 방법을 제시하였다. 각각의 범주형 조사 자료의 특성을 갖는 형질에 있어서 임계점의 추정은 추정 가능한 임계점에 대한 1차 미분값(gradient)과 2차 미분값(Hessian)을 이용한 Newton 방법을 이용하면 추정가능하며 지역모수인 육종가의 추정은 PCG 방법으로 구현 가능하다. 이러한 이론은 Quaas(2001)가 제시한 하나의 이산형 자료와 하나의 연속형 자료의 2변량 동시 분석방법을 확장하여 전개한 것이며 이때 잠재변수 및 임계점의 추정은 기타 형질의 잔차 회귀계수 및 상관을 고려해야 한다. 본 연구를 위한 모의실험은 2개의 연속변량으로 체중과 유량을 고려하였고 또 다른 2개의 불연속 변량인 분만난이도와 출생시 생존유무를 고려하여 4형질 동시 분석을 실시하였다. 임계모형에 의한 육종가 추정치의 정확도는 4개의 구간으로 분류되어 기록된 분만난이도의 경우에 91${\sim}$92%의 정확도를 보였고 이항분포인 분만시 생존유무에 대하여는 87~89%의 정확도를 보였다. 반면에 이들 범주형 자료를 선형으로 간주하고 분석한 선형 동물개체 혼합모형에서는 72${\sim}$84% 및 59${\sim}$70%으로 비교적 낮은 추정의 정확도를 보였다. 따라서 범주형 자료의 유전분석은 선형 혼합모형 보다 임계형 혼합모형이 크게 타당할 것으로 사료되었다.

Development of a model for animal health monitoring system in Gyeongnam I. Design, data and frequencies of selected dairy cattle diseases

  • Kim, Jong-shu;Kim, Yong-hwan;Choi, Min-cheol;Kim, Gon-sup;Kim, Chung-hui;Park, Jeong-hee;Hah, Dae-sik;Heo, Jung-ho;Jeong, Myeong-ho;An, Dong-won
    • 대한수의학회지
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    • 제39권4호
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    • pp.730-737
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    • 1999
  • A national animal health monitoring system(NAHMS) in Gyeongnam area was started from 1997 to develop statistically valid data for use in estimating disease frequencies in dairy cattle, and the associated costs. The objectives of this study were to : (1) discribe what was done to implement and maintain the system in Gyeongnam ; (2) present selected disease frequencies ; (3) discuss the epidemiological consideration of what was done and implications for the results obtained. Veterinary Medical Officers(VMOs-professors and graduate students from Gyeongsang National University, Faculty of Gyeongnam Livestock Promotion Institute, and Clinic veterinarians) served as data collectors. After training on current disease and management problems of dairy cattle, interview techniques, sampling methods, and data collection instruments, the VMOs participated in selection of the sample herds and data gathering. Forty of 167 dairy herds were selected randomly and the VMOs visited farms once a month for 12 months to collect data about management, disease, inventory, production, preventive treatment, financial and any other relevant data. Strict data quality control devices were used. Specific feed-back was developed for the producers and data collectors. Of the three age groups studied, cows had the greatest number of disease problems. The six disorders found most frequently were (from the highest to the lowest) breeding problems, clinical mastitis, birth problems, gastrointestinal problems. metabolic problems, and lameness. In young stock, respiratory, multiple system, breeding problems, and gastrointestinal problems were pre dominant, whereas in calves, gastrointestinal, respiratory, and integumental problems were major.

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PERFORMANCE OF NATIVE COWS UNDER FARM CONDITIONS

  • Nahar, T.N.;Islam, M.R.;Zaman, M.S.;Kibria, S.S.
    • Asian-Australasian Journal of Animal Sciences
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    • 제8권3호
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    • pp.219-221
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    • 1995
  • Data on productive and reporductive performance of native cows maintained at Savar Dairy Farm, Central Cattle Breeding Station (CCBS), Savar, Dhaka, were collected from the periods of 1980-1988. The mean calving to first breeding during the second parity was longer (p < 0.01) than the fourth and fifth parities (152 vs 105 and 96 days respectively). There was no difference on the parameters like first breeding to conception, service period, gestation length, number of services per conception and total milk yield over the parities. The mean calving interval during the second parity was longer (p < 0.05) than the fourth and fifth parities. The mean lactation length during the first parity was longer (p < 0.01) than those of second, third, fourth and fifth lactations (317 vs 237, 266, 250 and 247 days respectively). The mean per day milk yield during the first lactation was lower (p < 0.01) than those of second, third, fourth and fifth lactations (1.88 vs 2.55, 2.75, 2.54 and 2.57 kg respectively). The mean dry period was longer in first lactation (p < 0.05) compared to third and fifth lactations (209 vs 141 and 129 days respectively).

Screening and classification of mulberry silkworm, Bombyx mori based on thermotolerance

  • Chandrakanth, Nalavadi;Moorthy, Shunmugam M.;Ponnuvel, Kangayam M.;Sivaprasad, Vankadara
    • International Journal of Industrial Entomology and Biomaterials
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    • 제31권2호
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    • pp.115-126
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    • 2015
  • The tropical climate prevailing in India adversely affects temperate bivoltine silkworm rearing and causes crop loss especially during summer. Identification of high temperature tolerant bivoltine breeds by screening for thermotolerance in the silkworm, Bombyx mori (Lepidoptera: Bombycidae) is an essential prerequisite for the development of thermotolerant bivoltine breeds / hybrids. Therefore, in this study, 20 silkworm breeds were reared at different temperatures (25 ± 1℃,32 ± 1℃, 34 ± 1℃ and 36 ± 1℃) for 6 h every day from 3rd d of 5th instar to till spinning. Significant differences (p < 0.01) were found among all the rearing traits over temperature. Based on pupation percentage, SK4C and BHR3 were identified as thermotolerant bivoltine breeds. Hierarchical clustering analysis based on rearing traits at tested temperatures grouped 20 silkworm breeds in four clusters which included one cluster each of susceptible and tolerant, and two clusters of moderately tolerant silkworm breeds. This suggests that clustering based on rearing data at high temperatures by using Euclidean distance can be an effective approach in classifying the silkworm breeds on their thermotolerance capacity. The identified breeds would be used for development of thermo tolerant bivoltine silkworm breeds / hybrids.

Associations of T→A Mutation in the Promoter Region of Myostatin Gene with Birth Weight in Yorkshire Pigs

  • Jiang, Y-L;Li, N;Fan, X-Z;Xiao, L-R;Xiang, R-L;Hu, X-X;Du, L-X;Wu, C-X
    • Asian-Australasian Journal of Animal Sciences
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    • 제15권11호
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    • pp.1543-1545
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    • 2002
  • A T$\longrightarrow$A mutation in the promoter region of porcine myostatin (MSTN) gene has been identified in our previous work. This study analyzed the associations of the myostatin genotypes (TT, TA) caused by this mutation with birth weigh in Yorkshire pigs. Data from 211 unrelated individuals were collected three times from one breeding farm. Detections of the mutation were carried out by PCR-RFLPs approach. The effects of MSTN genotypes (TT and TA) on birth weight were compared by least square means. The results showed that for birth weight of Yorkshire pigs, individuals with TA genotype were significantly higher than those with TT genotype (p<0.05), and the birth weight for pigs with TA genotype were 1.37 kg in average but only 1.25 kg for pigs with TT genotype, indicating a positive effect of birth weight for A allele.

Some Aspects of Laying, Incubation and Hatching in the Great Reed-Warbler

  • Yoo, Jeong-Chil;Park, Yu-Seong
    • 한국생태학회:학술대회논문집
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    • 한국생태학회 2002년도 VIII 세계생태학대회
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    • pp.107-111
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    • 2002
  • During the breeding season of 1998, breeding ecology of the Great Reed-Warbler (Acrocephalus arundinaceus orientalis) was studied at Yangsoo-ri and Yongdam-ri of the Yangpyung-gun, Kyunggi province, Korea. Egg-weight (CV: 6.25) was more variable than either length or breadth, and breadth was the least variable of the measures. Significant variations In overall egg-weight occurred between clutches, and that more of the total variation in egg-weight and shape are due to inter-clutch variation as to intra-clutch variation when the data were pooled. The last egg tends to be larger than the remaining eggs in the clutch of the Great Reed-Warbler, suggest- ing the Great Reed-Warbler may adopt the brood-survival strategy. When method 3 was used, the most common incubation period is 12 days. In the Great Reed-Warbler, the length of the incubation period was related to clutch-size when method 1 (r=0.485, p<0.05) and method 2 (r=0.621, p<0.01) were employed, but not related to egg weight. The average number of days of hatching asynchrony was 2.5, raging 0.5∼2.5. Asynchronous hatching was related to the clutch size (r=0.66, p<0.01). Hatching sequence was closely related to the laying sequence (r=0.93, p<0.001), suggesting Great Reed-Warblers incubate their eggs before clutch completion. The effect of egg weight on hatching asynchrony was found in Great Reed-Warblers (t-test, p<0.01).

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Growth, Fecundity, Egg Size and Recruitment of Palaemon serrifer (Decapoda: Caridea: Palaemonidae)

  • Kim, Sung-Han
    • Journal of Ecology and Environment
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    • 제31권1호
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    • pp.9-15
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    • 2008
  • Growth and reproduction of Palaemon serrifer were described and analyzed in a population inhabiting tide pools in warm temperate waters in Korea. The water temperature varied greatly in the tide pools, ranging from 8$^{\circ}C$ to 27.8$^{\circ}C$ Population structure and growth were investigated using size frequency distribution data collected from January to December 2003. Sex ratios fluctuated, but were almost equal during the breeding period. Growth was continuous and size increased gradually throughout the year. Adult females were larger and grew faster than males. von Bertalanffy growth parameters for a one-year sample of females and males were estimated as $L_{i\ddot{A}}$ = 11.32, K = 0.311, $t_0$ = -0.4115 and $L_{i\ddot{A}}$ = 8.36, K = 0.228, $t_0$ = -0.9693 respectively. Breeding was seasonal, starting in May, peaking in August, and finishing by the end of August. The species showed continuous production of successive broods. Laboratory observation showed that females with embryos near hatching had ovaries filled with vitellogenic oocytes ready for spawning. The reproductive output (effort) of each female (mean number of eggs: $552{\sim}1355$) was not high. The mean embryo volume, $0.078mm^3$, is relatively small, indicative of low energy allocation to each embryo. Recruitment of juveniles was closely linked to the breeding period, beginning in September.