• 제목/요약/키워드: Sampling bias correction

검색결과 8건 처리시간 0.022초

1D 측선에 의한 절리 자료에 대한 편향 보정 기법에 관한 연구 (A study of the Sampling Bias Correction on Joint Data from 1D Survey Line)

  • 엄정기
    • 터널과지하공간
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    • 제13권5호
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    • pp.344-352
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    • 2003
  • 시추공 또는 선형조사선과 같은 1D측선에서 측정된 절리 자료의 샘플링 편향을 보정하는 절차를 기술하였다. ID 측선에서 절리가 관측될 수 있는 확률은 측선 방향에 대한 절리의 상대적인 방향 이외에도 절리 크기, 절리 모양 및 측선 길이 등의 복합적 요인에 의하여 결정될 수 있다. 본 연구에서는 절리의 모양을 원판형이라 가정하고 절리의 방향 및 크기에 의하여 나타날 수 있는 절리 자료의 방향 편향 효과를 동시에 보정할 수 있는 방법론을 제시하고, 현장적용을 통하여 방향 편향 보정이 절리군의 방향분포에 미치는 영향에 대하여 고찰하였다. 또한, 유한 길이의 측선으로부터 산정된 절리군의 간격분포는 샘플링 영역인 측선 길이에 따라 다르게 나타날 수 있으며, 이와 같은 간격 편향에 대한 보정절차를 기술하였다.

PM2.5 예보를 위한 모델 성능평가와 편차보정 효과 분석 (Model Performance Evaluation and Bias Correction Effect Analysis for Forecasting PM2.5 Concentrations)

  • 김영성;최용주;김순태;배창한;박진수;신혜정
    • 한국대기환경학회지
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    • 제33권1호
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    • pp.11-18
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    • 2017
  • The performance of a modeling system consisting of WRF model v3.3 and CMAQ model v4.7.1 for forecasting $PM_{2.5}$ concentrations were evaluated during the period May 2012 through December 2014. Twenty-four hour averages of $PM_{2.5}$ and its major components obtained through filter sampling at the Bulgwang intensive measurement station were used for comparison. The mean predicted $PM_{2.5}$ concentration over the entire period was 68% of the mean measured value. Predicted concentrations for major components were underestimated except for $NO_3{^-}$. The model performance for $PM_{2.5}$ generally tended to degrade with increasing the concentration level. However, the mean fractional bias (MFB) for high concentration above the $80^{th}$ percentile fell within the criteria, the level of accuracy acceptable for standard model applications. Among three bias correction methods, the ratio adjustment was generally most effective in improving the performance. Albeit for limited test conditions, this analysis demonstrated that the effects of bias correction were larger when using the data with a larger bias of predicted values from measurement values.

대기 중 오염물질의 시료채취시 관측오차 저감방법에 대한 연구 : 6구형 매니폴더를 장착한 MFC system의 개발과 평가 (Methodological Approaches to Reduce Uncertainties Associated with Air Sampling : Development and Assessment of a Six-port Manifold MFC System)

  • 김기현;오상인;최여진;김민영;최규훈
    • 한국대기환경학회지
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    • 제19권4호
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    • pp.377-386
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    • 2003
  • In order to develop a confident sampling technique, we designed and constructed a 6-port manifold MFC sampling system for collecting gaseous pollutants in air. Using this instrumentation, we tested the performance criteria of MFC system in terms of: (1) flow rate; (2) MFC-to-MFC variability; (3) tube-to-tube variability; and (4) time. It was interesting to find that the later two factors did not show any significant variations, while the former two show substantially large variations. However, as most of those variabilities are consistent enough to form systematic patterns, we were able to explain the occurrence patterns of all those MFC biases in terms of those four major variables. The overall results of our experiment suggest that one needs to use correction factor for each MFC unit under a given flow rate to maintain optimal accuracy and precision for sampling of those pollutants.

A 1.8V 50-MS/s 10-bit 0.18-um CMOS Pipelined ADC without SHA

  • 어지훈;김원영;김상훈;장영찬
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2011년도 춘계학술대회
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    • pp.143-146
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    • 2011
  • 본 논문은 1.2Vpp differential 입력 범위를 가지는 50-MS/s 10-hit pipelined ADC를 소개한다. 설계된 pipelined ADC는 8단의 1.5bit/stage, 1단의 2bit/stage와 digital correction 블록, bias circuit 및 reference driver, 그리고 clock generator로 구성된다. 1.5bit/stage는 sub-ADC, DAC, gain stage로 구성된다. 특히, 설계된 pipelined ADC에서는 hardware와 power consumption을 줄이기 위해 SHA를 제거하였으며, 전체 ADC의 dynamic performance를 향상시키기 위해 linearity가 개선된 bootstrapped switch를 사용하였다. Sub-ADC를 위한 reference 전압은 외부에서 인가하지 않고 on-chip reference driver에서 발생시킨다. 제안된 pipelined ADC는 1.8V supply, $0.18{\mu}m$ 1-poly 5-metal CMOS 공정에서 설계되었으며, power decoupling capacitor를 포함하여 $0.95mm^2$의 칩 면적을 가진다. 또한, 60mW의 전력소모를 가진다. 또한, Nyquist sampling rate에서 9.3-bit의 ENOB를 나타내었다.

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강우레이더 자료의 편의 보정과 관측오차 산정 (The Correction of Mean-Field Bias of Rain Radar Rainfall and Estimation of Sampling Error)

  • 유철상;윤정수;김경준;최정호
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2009년도 학술발표회 초록집
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    • pp.32-36
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    • 2009
  • 레이더 강우의 편의 추정은 근본적으로 레이더 강우의 평균과 참값으로 가정되는 우량계 강우의 평균과의 차이를 결정하는 문제이다. 두 관측치의 차이를 정확히 결정하기 위해서는 두 관측치의 차이에 대한 분산이 매우 작아야 하며, 따라서 비교되는 관측치의 수가 충분히 확보되어야 한다. 본 연구에는 임진강 유역에서와 같이 일부 지역에만 우량계의 설치가 가능한 경우를 대상으로 하고자 한다. 임진강 유역에서와 같이 지역적으로 편중된 지상 강우자료를 활용하여 강우레이더 자료의 편의 보정을 통한 품질 향상 방안을 제시하였다. 또한 차폐 등을 이유로 레이더 강우가 대상 유역 또는 소유역을 완전하게 포괄하지 못하는 경우에 대해 가용한 레이더 강우를 이용하여 면적평균강우를 산정하는 경우에 포함될 수 있는 오차의 규모를 추정하였다. 강화 강우레이더의 반경은 한강 유역의 일부를 제외하고 대부분을 덮는다. 이러한 강화 강우 레이더의 한강유역에 대한 수문 적용성을 판단하기 위해 차폐로 인한 관측오차 산정 시 한강유역에도 적용해보았다.

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Families of Estimators of Finite Population Variance using a Random Non-Response in Survey Sampling

  • Singh, Housila P.;Tailor, Rajesh;Kim, Jong-Min;Singh, Sarjinder
    • 응용통계연구
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    • 제25권4호
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    • pp.681-695
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    • 2012
  • In this paper, a family of estimators for the finite population variance investigated by Srivastava and Jhajj (1980) is studied under two different situations of random non-response considered by Tracy and Osahan (1994). Asymptotic expressions for the biases and mean squared errors of members of the proposed family are obtained; in addition, an asymptotic optimum estimator(AOE) is also identified. Estimators suggested by Singh and Joarder (1998) are shown to be members of the proposed family. A correction to the Singh and Joarder (1998) results is also presented.

분산계수의 전처리에 의한 대기분산모델 성능의 개선 (Improvement of Atmospheric Dispersion Model Performance by Pretreatment of Dispersion Coefficients)

  • 박옥현;김경수
    • 한국대기환경학회지
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    • 제23권4호
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    • pp.449-456
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    • 2007
  • Dispersion coefficient preprocessing schemes have been examined to improve plume dispersion model performance in complex coastal areas. The performances of various schemes for constructing the sigma correction order were evaluated through estimations of statistical measures, such as bias, gross error, R, FB, NMSE, within FAC2, MG, VG, IOA, UAPC and MRE. This was undertaken for the results of dispersion modeling, which applied each scheme. Environmental factors such as sampling time, surface roughness, plume rising, plume height and terrain rolling were considered in this study. Gaussian plume dispersion model was used to calculate 1 hr $SO_2$ concentration 4 km downwind from a power plant in Boryeung coastal area. Here, measured data for January to December of 2002 were obtained so that modelling results could be compared. To compare the performances between various schemes, integrated scores of statistical measures were obtained by giving weights for each measure and then summing each score. This was done because each statistical measure has its own function and criteria; as a result, no measure can be taken as a sole index indicative of the performance level for each modeling scheme. The best preprocessing scheme was discerned using the step-wise method. The most significant factor influencing the magnitude of real dispersion coefficients appeared to be sampling time. A second significant factor appeared to be surface roughness, with the rolling terrain being the least significant for elevated sources in a gently rolling terrain. The best sequence of correcting the sigma from P-G scheme was found to be the combination of (1) sampling time, (2) surface roughness, (3) plume rising, (4) plume height, and (5) terrain rolling.

수산물의 유통단계별 가격간 장기균형관계와 인과성 분석 -부산지역의 갈치, 오징어를 중심으로- (A Study on the Long-run Equilibrium Relationship and Causality between the Prices of Fisheries Products at Different Levels of Distribution -Focused on Hairtail and Squid in Pusan-)

  • 강석규;이광진
    • 수산경영론집
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    • 제29권2호
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    • pp.77-96
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    • 1998
  • Fisheries products in Korea generally go through three markets, namely the wholesale market at production site (Market A), the wholesale market at consumption site (Market B), and the retail market (Market C), from producers to end consumers. As the products move from Market A through Market B to Market C, the marginal gap of prices asked in these markets demonstrates an apparent relationship. The producers, middlemen, consumers, and governmental departments concerned may influence the marketing prices of fisheries products. This study employing the cointegration theory tries to investigate whether causality of the price-setting among these markets exists and, if any, what it is. The authors have focused their attention on fisheries markets in Pusan, analyzing the long-run equilibrium relationship and causality between the prices of hairtail and squid among markets at different levels. Data used in this study cover the period f개m August 1984 to December 1997 fer hairtail, and the period from May 1989 to December 1997 for squid. The main findings of the study may be summarized as follows: First, regardless of the price time-series of hairtail and squid in individual market, the first difference is necessary fur satisfying the stationary conditions since each time-series is a first integration. This means homogeneous integration of time-series, which is a requirement of the long-run equilibrium of prices at different markets, is satisfied. Second, the study of the long-run equilibrium relationship between the prices at Market A and Market B shows that a long-run equilibrium relationship does exist for selling prices of the two species at Market A and Market B. Third, the ECM (error correction model ) used here to describe the long- and short-run dynamics of price change demonstrates that, in the case of squid, the price change in Market A will lead to a corresponding price change in Market B in the long-run period. In the short-run, however, the price at Market H is not only influenced by the price change in Market A but influence the price at Market A as well, that is, the Prices between Market A and Market B have a feedback effect. It should be stressed that the limitation in data collection, which cover only two species of hairtail and squid, is likely to cause a sampling bias. Nonetheless, we may conclude that a dynamic relation in the formation of prices does exist in view of the transaction amount of species at different markets. It is believed that the conclusion drawn from this study would not only contribute to a long-lasted debate on the direction of causality of price-setting among academic circle and fishing community, but would provide a useful standard for the policy makers in charge of the price-setting of fisheries products as well.

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