• Title/Summary/Keyword: Grand average

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Holocene Climate Variability on the Centennial and Millennial Time Scale

  • Lee, Eun Hee;Lee, Dae-Young;Park, Mi-Young;Kim, Sungeun;Park, Su Jin
    • Journal of Astronomy and Space Sciences
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    • v.31 no.4
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    • pp.335-340
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    • 2014
  • There have been many suggestions and much debate about climate variability during the Holocene. However, their complex forcing factors and mechanisms have not yet been clearly identified. In this paper, we have examined the Holocene climate cycles and features based on the wavelet analyses of $^{14}C$, $^{10}Be$, and $^{18}O$ records. The wavelet results of the $^{14}C$ and $^{10}Be$ data show that the cycles of ~2180-2310, ~970, ~500-520, ~350-360, and ~210-220 years are dominant, and the ~1720 and ~1500 year cycles are relatively weak and subdominant. In particular, the ~2180-2310 year periodicity corresponding to the Hallstatt cycle is constantly significant throughout the Holocene, while the ~970 year cycle corresponding to the Eddy cycle is mainly prominent in the early half of the Holocene. In addition, distinctive signals of the ~210-220 year period corresponding to the de Vries cycle appear recurrently in the wavelet distribution of $^{14}C$ and $^{10}Be$, which coincide with the grand solar minima periods. These de Vries cycle events occurred every ~2270 years on average, implying a connection with the Hallstatt cycle. In contrast, the wavelet results of $^{18}O$ data show that the cycles of ~1900-2000, ~900-1000, and ~550-560 years are dominant, while the ~2750 and ~2500 year cycles are subdominant. The periods of ~2750, ~2500, and ~1900 years being derived from the $^{18}O$ records of NGRIP, GRIP and GISP2 ice cores, respectively, are rather longer or shorter than the Hallstatt cycle derived from the $^{14}C$ and $^{10}Be$ records. The records of these three sites all show the ~900-1000 year periodicity corresponding to the Eddy cycle in the early half of the Holocene.

Modeling of 2-D Advection-Diffusion in Natural Streams Using Particle Discrete Probability Distribution Model (입자의 이산확률분포 모형을 이용한 자연하천의 2차원 이송-확산)

  • Kim, Yeong-Do;Seo, Il-Won
    • Journal of Korea Water Resources Association
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    • v.34 no.5
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    • pp.499-509
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    • 2001
  • 2-D transport model based on a discrete probability distribution for a particle displacement was developed too solve advection-diffusion problems in natural stream. In this proposed model, the probabilities expressed as an average and variance function were used to predict the mass transfer between cells in one time step. The proposed model produces solutions without numerical dispersion for constant velocity, diffusion coefficient, and cross-sectional area. When the stability and positivity restrictions were satisfied, the model produced excellent results compared to analytical solutions and other finite difference methods. The proposed model is tested against the dispersion data collected in the Grand River, Canada. The simulation results show that the proposed model can properly describe the two-dimensional mixing phenomena in the natural stream.

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Assessment of Classification Accuracy of fNIRS-Based Brain-computer Interface Dataset Employing Elastic Net-Based Feature Selection (Elastic net 기반 특징 선택을 적용한 fNIRS 기반 뇌-컴퓨터 인터페이스 데이터셋 분류 정확도 평가)

  • Shin, Jaeyoung
    • Journal of Biomedical Engineering Research
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    • v.42 no.6
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    • pp.268-276
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    • 2021
  • Functional near-infrared spectroscopy-based brain-computer interface (fNIRS-based BCI) has been receiving much attention. However, we are practically constrained to obtain a lot of fNIRS data by inherent hemodynamic delay. For this reason, when employing machine learning techniques, a problem due to the high-dimensional feature vector may be encountered, such as deteriorated classification accuracy. In this study, we employ an elastic net-based feature selection which is one of the embedded methods and demonstrate the utility of which by analyzing the results. Using the fNIRS dataset obtained from 18 participants for classifying brain activation induced by mental arithmetic and idle state, we calculated classification accuracies after performing feature selection while changing the parameter α (weight of lasso vs. ridge regularization). Grand averages of classification accuracy are 80.0 ± 9.4%, 79.3 ± 9.6%, 79.0 ± 9.2%, 79.7 ± 10.1%, 77.6 ± 10.3%, 79.2 ± 8.9%, and 80.0 ± 7.8% for the various values of α = 0.001, 0.005, 0.01, 0.05, 0.1, 0.2, and 0.5, respectively, and are not statistically different from the grand average of classification accuracy estimated with all features (80.1 ± 9.5%). As a result, no difference in classification accuracy is revealed for all considered parameter α values. Especially for α = 0.5, we are able to achieve the statistically same level of classification accuracy with even 16.4% features of the total features. Since elastic net-based feature selection can be easily applied to other cases without complicated initialization and parameter fine-tuning, we can be looking forward to seeing that the elastic-based feature selection can be actively applied to fNIRS data.

A Study on the Forecasting of Export Demands for International Textile Products (국제(國際) 섬유제품(纖維製品) 수출수요(輸出需要)의 예측(豫測)에 관(關)한 연구(硏究))

  • Yang, Lee-Na
    • Journal of Fashion Business
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    • v.3 no.4
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    • pp.7-18
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    • 1999
  • This study concerns the demand for Korean textile products in the USA, Japan, EU from 2000 to 2003. The result from the practice of study is as follows; The grand total export demand of textile product is estimated about U$7.2billion in 2000, U$8.5billion in 2003, and the annual growing rate is estimated 5.17%. The export of textile product to USA, Japan, EU, and other countries will be gradually increased from 2000 to 2003. Comparing to annual average export growing ratio, it is expected the ranks of annual average growing ratio as follows; The highest ratio is 8.35% in EU, the next 7.08% in other countries, 2.67% in Japan, and 2.51% in USA. It shows the change of the new countries to which our nation exports textile-products from the exportmarket structure of the present major export countries such as USA, Japan to EU and other nations. Also shows the same result in the export ratio by countries. The research predicts that the textile export portion will be decreased for our nation to USA and Japan while increased to EU and other countries.

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Cooperative Game Theory Application for Three-Echelon Supply Chain (3단계 공급사슬게임을 위한 협조적 게임이론의 적용)

  • Lee, Dongju
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.42 no.3
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    • pp.15-24
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    • 2019
  • Fair Allocation of profits or costs arising from joint participation by multiple individuals or entities with different purposes is essential for their continuing involvement and for their dissatisfaction reduction. In this research, fair allocation of the profits of forming a grand coalition in Three-Echelon Supply Chain (TESC) game that is composed of manufacturer, distributor and retailer, is studied. In particular, the solutions of the proportional method of profit, the proportional method of marginal profit, and Shapley value based on cooperative game theory are proved to be in the desirable characteristics of the core. The proportional method of profit and the proportional method of marginal profit are often used because of their ease of application. These methods distribute total profit in proportion to profits or marginal profits of each game participant. In addition, Shapley value can be defined as the average marginal profit when one game player is added at a time. Even though the calculation of the average of all possible marginal profits is not simple, Shapley value are often used as a useful method. Experiments have shown that the solution of the incremental method, which calculates the marginal cost of adding game players in the order of manufacturers, distributors and retailers, does not exist in the core.

A Study on Han Philosophical Approaching to The Daesoon Thoughts (대순사상에 대한 한철학적 접근 방법론에 관한 시론)

  • Kim, Sang-Yil
    • Journal of the Daesoon Academy of Sciences
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    • v.20
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    • pp.95-123
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    • 2009
  • This paper is designed to show the relationship between the Daesoon Principle and the recent theories like transpersonal psychology(TP) and predicate logic. According to TP there are 3 categories and 8 elements inside of not only human consciousness but civilization; three are pre-ego, ego, trans-ego, and eight are Uroboros, Typhon, Greater Mother, solarization, and repetition of the previous fours. The former is called, for Ken Wilber, the Average mode and the latter, the Advanced mode. I think that Daesoon thought including general Korean National religions belongs to the Advanced mode. I applied the predicate logic or paradoxical logic to understand of the Harmony of God and Man as well as Correspondence of Yin with Yang. The paradoxical logic has been not acceptable through two thousands years in the western tradition. I call the paradoxical logic the E type logic in this paper. The E type logic is most suitable logic for apprehending the Daesoon philosophy to a large extent. Finally my paper may contribute to the globalization of Daesoon mind system.

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Effect of Glycerol Concentration, Freezing Rate and Thawing Rate on Semen Characteristics in PoongSan-dog (풍산개 정자의 동결보존에 있어서 Glycerol 농도, 동결 및 융해속도가 정자성상에 미치는 영향)

  • Ji, D.Y.;Yoon, T.C.;Rho, J.R.;Cho, S.R.;Kim, C.K.;Pang, M.G.;Kim, Bo-Sook
    • Journal of Animal Science and Technology
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    • v.49 no.5
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    • pp.585-592
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    • 2007
  • This research was carried out in order to establish the production technique for Poong-san dog’s frozen semen, by examining the semen characteristic and the volume of glycerol added to the dilution solution, thawing temperature and sperm motility and viability as well as the motility using CASA according to time variation. Average semen volume was 5.9ml, sperm concentration 116.3×106 sperm/ml, total sperm number 789.3×106 sperm, motility 88.7±1.7% and viability 87.6±7.8%. When it was cryopreservation and thawed at different glycerol concentrated extender, it showed 52.7% motility and 57.7±10.3% viability at 7% glycerol, compared to other treatments. For semen cryogeny, at conditions of 5, 7cm and a height of 10cm for pre-cryogeny and maintaining the semen at 7cm from the surface of liquid nitrogen resulted in profitable motility and viability.

Effect of Mating Types on the Growth Traits of F2 Population between Landrace and the Jeju Native Black Pigs (제주재래흑돼지×Landrace F2 집단의 성장형질에 대한 교배조합의 효과)

  • Kang, Yong-Jun;Cho, Sang-Rae;Jeong, Dong Kee;Lee, Jae-Bong;Park, Hee-Bok;Cho, In-Cheol;Han, Sang-Hyun
    • Journal of Embryo Transfer
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    • v.31 no.1
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    • pp.65-72
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    • 2016
  • This study was conducted to examine effects of mating type on the growth traits in an $F_2$ population produced by reciprocal intercrosses between Landrace and the Jeju Native Black pig (JBP). The $F_2$ progeny were produced by two different mating types based on the grand dams of founder breeds JBP (Cross_1) and Landrace (Cross_2). The body weights at 21 days after birth (BW21D) was significantly different between Cross_1 and Cross_2 (P<0.05), showing that the BW21D of Cross_1 has about 0.25 kg heavier than Cross_2. The significant differences were found between males and females for the growth traits including the body weights (BWB, BW21D, BW70D and BW140D) and average daily gains (ADG, eADG and lADG) (P<0.05). Males were heavier BWB, BW21D and BW140D levels, and higher ADG and lADG levels than females. On the other hand, females had heavier BW70D and higher eADG levels than those of males. When considering the mating types and sex simultaneously the Cross_2 males had the heaviest BW140D among the combinations of cross and sex. In conclusion, it is desirable to choose Landrace as grand dams in the reciprocal intercrosses between Landrace and JBP for producing their progeny construction and to plan the production of $F_2$ males for industrial purposes. These results suggested that it may be one of useful strategies to improve the productivity through out selection of the mating type of founder breeds and the progeny sex, especially in Landrace, JBP and their related populations.

An Acoustical Study on the Syllable Structures of Korean Numeric Sounds (국어 숫자음의 음절구조에 대한 음향적 분석)

  • Yang, Byung-Gon
    • Proceedings of the KSPS conference
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    • 2007.05a
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    • pp.170-172
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    • 2007
  • The purpose of this study was to examine the syllable structures of ten Korean numeric sounds produced by ten subjects of the same age. Each sound was normalized and divided into onset, vowel, and coda sections. Then, acoustical measurements of each syllable were done to compare the ten sounds. Results showed that there was not much deviation from the grand average duration and intensity for the majority of the sounds except the two diphthongal sounds on which their boundary points varied among the speakers. Some syllable boundaries were quite obvious while others were ambiguous. There seemed some tradeoff among the syllable components depending on their acoustic features.

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A Meta-Analysis on the Effectiveness of Project Approach in Early Childhood Education (프로젝트 접근법의 효과에 대한 메타분석)

  • Han, Kyung-Hee;Chung, Chung-Hee;Chung, Han-Chul
    • Korean Journal of Child Studies
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    • v.25 no.6
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    • pp.131-152
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    • 2004
  • This study used meta-analysis to synthesize the effectiveness of the project approach. After reviewing 51 studies, we analyzed the effect size of 119 articles published between 1990 and 2002 using SAS 8.2 program. The grand average of the project approach effectiveness was 1.03. This implies that the experimental group that employing the project approach is more effective than control group by the 35 percentile. We also found that the project approach is more effective for preschool children group (1.21, 89%) than for the elementary school children group (0.88, 81%). Specific variables regarding the effectiveness of the project approach were analyzed and its consequences were discussed.

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