• 제목/요약/키워드: parameters of Z-R relationship

검색결과 14건 처리시간 0.023초

Revisiting the Z-R Relationship Using Long-term Radar Reflectivity over the Entire South Korea Region in a Bayesian Perspective

  • Kim, Tae-Jeong;Kim, Jin-Guk;Kim, Ho Jun;Kwon, Hyun-Han
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2021년도 학술발표회
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    • pp.275-275
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    • 2021
  • A fixed Z-R relationship approach, such as the Marshall-Palmer relationship, for an entire year and for different seasons can be problematic in cases where the relationship varies spatially and temporally throughout a region. From this perspective, this study explores the use of long-term radar reflectivity for South Korea to obtain a nationwide calibrated Z-R relationship and the associated uncertainties within a Bayesian regression framework. This study also investigates seasonal differences in the Z-R relationship and their roles in reducing systematic error. Distinct differences in the Z-R parameters in space are identified, and more importantly, an inverse relationship between the parameters is clearly identified with distinct regimes based on the seasons. A spatially structured pattern in the parameters exists, particularly parameter α for the wet season and parameter β for the dry season. A pronounced region of high values during the wet and dry seasons may be partially associated with storm movements in that season. Finally, the radar rainfall estimates through the calibrated Z-R relationship are compared with the existing Z-R relationships for estimating stratiform rainfall and convective rainfall. Overall, the radar rainfall fields based on the proposed modeling procedure are similar to the observed rainfall fields, whereas the radar rainfall fields obtained from the existing Marshall-Palmer Z-R relationship show a systematic underestimation. The obtained Z-R relationships are validated by testing the predictions on unseen radar-gauge pairs in the year 2018, in the context of cross-validation. The cross-validation results are largely similar to those in the calibration process, suggesting that the derived Z-R relationships fit the radar-gauge pairs reasonably well.

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확장 칼만 필터를 활용한 Z-R 관계식의 매개변수 실시간 결정 (Using Extended Kalman Filter for Real-time Decision of Parameters of Z-R Relationship)

  • 김정호;유철상
    • 한국수자원학회논문집
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    • 제47권2호
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    • pp.119-133
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    • 2014
  • 본 연구에서는 Z-R 관계식의 매개변수를 안정적인 값으로 실시간 예측하고자 확장 칼만 필터기법을 적용하였다. 이를 위해 Z-R 관계식의 비선형을 고려하여 확장 칼만필터로 매개변수 결정모형을 구축하였다. 상태-공간모형은Adamowski and Muir (1989)의 연구를 기반으로 구축하였다. 상태-공간 모형의 상태변수는 Z-R 관계식의 두 매개변수로 설정하였다. 결과적으로 칼만이득과 상태변수가 발산하지 않는 안정적인 모형을 구축하였다. 주목할 점으로는 기존 방법으로 추정된 과대 혹은 과소한 매개변수가 필터링 되어 일부 제거되었다는 것이다. 부적절한 매개변수의 적용은 물리적으로 비현실적인 강우강도 추정 결과를 불러일으키는 원인이기 때문에 이러한 결과는 정량적 강수량 추정측면에서 효과가 크다고 할 수 있다. 또한 확장 칼만 필터로 예측한 매개변수로 레이더 강우를 추정한 결과, 편의보정계수가 1.0에 근사하게 나타나 편의보정과정 없이도 지상 강우강도와의 평균적인 차이는 근소한 것으로 나타났다. 또한 기존 방법으로 레이더 강우를 추정한 결과보다 전반적으로 정확도 높은 강우 추정이 가능한 것으로 나타났다.

Bayesian 추론기법을 활용한 레이더 반사도-강우강도 관계식 매개변수의 불확실성 정량적 평가 (Quantitative evaluation of radar reflectivity and rainfall intensity relationship parameters uncertainty using Bayesian inference technique)

  • 김태정;박문형;권현한
    • 한국수자원학회논문집
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    • 제51권9호
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    • pp.813-826
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    • 2018
  • 최근 기후변동성으로 유발되는 불안정한 기상상태를 효과적으로 관측하고자 레이더가 도입되고 있다. 레이더는 경험식으로 산정된 Z-R 관계식을 통하여 레이더 강우량을 제시하게 된다. 이 과정에서 레이더 강우량은 필연적으로 지상에 도달하는 실제 강우량과는 정량적 오차가 발생하게 된다. 본 연구는 확률통계학적 방법론을 이용하여 Z-R 관계식 매개변수 산정과정에서 우리나라의 강우특성을 고려함과 동시에 Z-R 관계식 매개변수의 불확실성을 정량적으로 제시하고자 한다. 강우의 계절성을 고려하여 Z-R 관계식 매개변수를 추정하는 과정에서 Bayesian 추론기법을 도입하여 생산된 레이더 강우량은 기존의 Z-R 관계식에 비하여 개선된 통계적 효율기준을 제시하였다. 따라서 Bayesian 추론기법을 활용한 Z-R 관계식 매개변수 산정은 정량적으로 신뢰성 있는 고해상도 강우정보의 생산은 고도화된 수문해석 및 기상예보 지원을 가능케 할 것으로 판단된다.

RELATIONSHIP BETWEEN FABRIC SOUND PARAMETERS AND SUBJECTIVE SENSATION

  • Yi, Eunjou;Cho, Gilsoo
    • 한국감성과학회:학술대회논문집
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    • 한국감성과학회 2000년도 춘계 학술대회 및 국제 감성공학 심포지움 논문집 Proceeding of the 2000 Spring Conference of KOSES and International Sensibility Ergonomics Symposium
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    • pp.138-143
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    • 2000
  • In order to investigate the relationship between fabric sound parameters and subjective sensation, each sound from 60 fabrics was recorded and analyzed by Fast Fourier transform. Level pressure of total sound (LPT), three coefficients (ARC, ARF, ARE) of auto regressive models, loudness (Z), and sharpness (Z) by Zwickers model were estimated as sound parameters. For subjective evaluation, seven sensation (softness, loudness, sharpness, clearness, roughness, highness, and pleasantness) was rated by both semantic differential scale (SDS) and free modulus magnitude estimation (FMME). As the results, the ARC values were positively proportional to both LPT and loudness (Z) values. In both of SDS and FMME, softness, clearness, and pleasantness were negatively correlated with loudness, sharpness, roughness, and highness. In regression models, softness and clearness by FMME were negatively affected by LPT뭉 ARC, while loudness, sharpness, roughness, and highness were positively expected. Regression models for pleasantness showed low values for R2.

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Bioimpedance Changes in Rats with CCl4-Induced Liver Fibrosis

  • Heo, Jeong;Jung, Dong-Keun
    • 센서학회지
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    • 제20권2호
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    • pp.71-76
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    • 2011
  • To characterize the relationship between the stage of hepatic fibrosis and bioimpedance, several electric parameters were estimated in rats with $CCl_4$-induced liver fibrosis. Thirty three Sprague-Dawley rats were intraperitoneally injected with a $CCl_4$-mineral oil mixture (1:1, 0.2 mL/100 g) twice a week for 8 weeks. The resistance(R), reactance(X), impedance(Z), and dissipation factor(D) between 1 kHz and 100 kHz were then evaluated in the livers of the rats under pentobarbital anesthesia using an HP4294A Impedance Analyzer. The rats were killed 2, 4, 6, and 8 weeks later, and their livers were classified in accordance with Ishak's scoring system. R, X, and Z changed in accordance with the progression of hepatic fibrosis and the changes were greater at lower frequencies than at higher frequencies. In comparison, the D spectrum was biphasic; D increased initially then decreased with increasing frequency. All of the parameters(R, X, Z, and D) changed in accordance with the stage of fibrosis in the livers, but D changed specifically with the progression of fibrosis. These results indicate that hepatic fibrosis may be evaluated by determining the changes in D.

Relationships between solar/interplanetary (IP) parameters and Dst index, according to IP sources

  • Ji, Eun-Young;Moon, Yong-Jae;Lee, Dong-Hun
    • 한국우주과학회:학술대회논문집(한국우주과학회보)
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    • 한국우주과학회 2010년도 한국우주과학회보 제19권1호
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    • pp.39.1-39.1
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    • 2010
  • We have investigated interplanetary (IP) structures of 82 intense geomagnetic storms (Dst $\leq$ -100 nT) that occurred from 1998 to 2006. According to their interplanetary origins, we classified them as four groups: 20 sMC events (IP shock and MC), 19 SH events (sheath field), 12 SH+MC events (Sheath field and MC), and 8 nonMC events (non-MC type ICME). For each group, we examined the relationships between Dst index and solar/IP parameters, namely, direction parameter (DP), CME speed ($V_{CME}$), solar wind speed ($V_{SW}$), minimum of IMF $B_z$ component($Bz_{min}$), and maximum of $E_y$ component ($Ey_{max}$).We found that the relationships strongly depend on their IP source. Our main results can be summarized as follows: 1) The correlation between Dst and DP is the best for the SH+MC events (r = -0.61). 2) The relationship between Dst and $V_{CME}$ gives the best correlation for the sMC events (r = -0.56). 3) There is the best correlation between Dst and $V_{SW}$ for the sMC events (r = -0.61), while there is a very weak correlation (r=-0.17) for the SH events. 4) The relationship between Dst and $Bz_{min}$ gives the best correlation (r = -0.87) for the SH+MC events. 5) The correlation between Dst and $Ey_{max}$ is the best for the SH+MC events (r = -0.87). Summing up, the sMC and SH+MC events give us good correlations, but the SH events, weak correlations. From this study, we suggest that this tendency should be caused by the characteristics of IMF southward components, e.g., smooth field rotations for the MC events and highly IMF fluctuations for the SH events.

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EFFECT OF THE SHAPE OF IMPINGEMENT PLATE ON THE VAPORIZATION AND FORMATION OF FUEL MIXTURE IN IMPINGING SPRAY

  • Kang, J.J.;Kim, D.W.;Choi, G.M.;Kim, D.J.
    • International Journal of Automotive Technology
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    • 제7권5호
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    • pp.585-593
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    • 2006
  • The effect of the shape of the side wall on vaporization and fuel mixture were investigated for the impinging spray of a direct injection(DI) gasoline engine under a variety of conditions using the LIEF technique. The characteristics of the impinging spray were investigated under various configurations of piston cavities. To simulate the effect of piston cavity configurations and injection timing in an actual DI gasoline engine, the parameters were horizontal distance from the spray axis to side wall and vertical distance from nozzle tip to impingement plate. Prior to investigating the side wall effect, experiments on free and impinging sprays for flat plates were conducted and these results were compared with those of the side wall impinging spray. For each condition, the impingement plate was located at three different vertical distances(Z=46.7, 58.4, and 70 mm) below the injector tip and the rectangular side wall was installed at three different radial distances(R=15, 20, and 25 mm) from the spray axis. Radial propagation velocity from spray axis along impinging plate became higher with increasing ambient temperature. When the ambient pressure was increased, propagation speed reduced. High ambient pressures tended to prevent the impinging spray from the propagating radially and kept the fuel concentration higher near the spray axis. Regardless of ambient pressure and temperature fully developed vortices were generated near the side wall with nearly identical distributions, however there were discrepancies in the early development process. A relationship between the impingement distance(Z) and the distance from the side wall to the spray axis(R) was demonstrated in this study when R=20 and 25 mm and Z=46.7 and 58.4 mm. Fuel recirculation was achieved by adequate side wall distance. Fuel mixture stratification, an adequate piston cavity with a shorter impingement distance from the injector tip to the piston head should be required in the central direct injection system.

Close Relationship in Color Between Host and Satellite Galaxies in WHL 085910.0+294957, a Galaxy Cluster at z = 0.30

  • Lee, Joon Hyeop;Lee, Hye-Ran;Kim, Minjin;Seon, Kwang-Il;Ree, Chang Hee;Kim, Sang Chul;Lee, Jong Chul;Jeong, Hyunjin;Ko, Jongwan;Yang, Soung-Chul;Choi, Changsu
    • 천문학회보
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    • 제38권2호
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    • pp.41.1-41.1
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    • 2013
  • To test whether the close relationships between host and satellite galaxies in isolated groups are also found in the harsh environment of a galaxy cluster, we carry out a case study of WHL 085910.0+294957, a galaxy cluster at z=0.30, using deep images obtained with the 2.1-m Otto Struve telescope and CQUEAN CCD camera. When environmental parameters are controlled, the local weighted mean color of faint galaxies shows a measurable correlation with the color of their bright ($M_i$ < -18) neighbor. The most striking result is that the red (r - i > 0.2) and bright galaxies within 200 kpc distance from the center of the cluster are correlated in color with very faint ($M_i$ > -14) galaxies around them by $(r-i)_{satellites}=(7.276{\pm}1.402){\times}(r-i)_{host}-2.434$ (correlation coefficient = 0.665). We suggest three scenarios to interpret the results: vestiges of infallen groups, dwarf capturing, and tidal tearing of bright galaxies.

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지형학적 특성을 고려한 레이더 강수량 편의보정 매개변수의 변동성 및 불확실성 분석 (Assessment of variability and uncertainty in bias correction parameters for radar rainfall estimates based on topographical characteristics)

  • 김태정;반우식;권현한
    • 한국수자원학회논문집
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    • 제52권9호
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    • pp.589-601
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    • 2019
  • 최근 수문기상학 분야에서 레이더 강수량을 활용한 응용연구가 활발하게 진행되고 있다. 하지만 레이더 강수량은 경험적인 레이더 반사도-강수강도 관계식을 활용하여 레이더 강수량을 추정하기 때문에 실제 지상에 도달하는 강수량과 정량적인 오차가 필연적으로 발생한다. 따라서 본 연구에서는 레이더 강수량 편의보정을 위하여 Bayesian 추론기법과 일반화 선형모형을 연계하여 불확실성을 고려한 편의보정 매개변수를 산정하였다. 일반화 선형모형을 적용한 레이더 강수량 편의보정 결과는 현재 널리 사용되고 있는 평균보정 기법보다 우수한 통계적 효율기준을 제시하였다. 추가로 지형학적 특성에 따른 편의보정 매개변수의 변동성을 분석하여 고도 및 이격거리에 따른 편의보정 매개변수의 지역화 공식을 제시하였다. 본 연구를 통하여 개발된 레이더 강수량 편의보정 매개변수 산정 및 지역화 결과는 레이더와 관련된 다양한 연구에 활용성이 클 것으로 판단된다.

염료추적자법을 이용한 산지하천의 구간 평균 유속 추정 (Estimation of the Reach-average Velocity of Mountain Streams Using Dye Tracing)

  • 김태현;이제만;이철원;임상준
    • 한국산림과학회지
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    • 제112권3호
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    • pp.374-381
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    • 2023
  • 산지하천에서 발생하는 돌발홍수는 특정 지점의 점(Point) 유속보다는 전체 구간의 평균 유속에 따라 이동속도가 결정되며, 구간 평균유속은 하천경사, 하상재료, 수리적 거칠기에 많은 영향을 받는다. 이 연구에서는 하천경사 및 거칠기 높이를 이용하여 산지하천의 구간 평균유속 추정방법을 개발하였다. 염료추적자법(Dye Tracing)을 이용하여 특정 구간의 평균유속을 측정하고, LiDAR 영상으로부터 하천 지형 및 형상을 추출하였다. 거칠기 높이를 산정하기 위해 표면 거칠기 변수(Ra, Rmax, Rz )와 하상재료의 크기(D50, D84)를 이용하였다. 현장 계측자료로부터 무차원 접근법을 이용하여 구간 평균유속과 유량과의 관계식 v = 0.5499Q0.6165 을 도출하였으며, R2 =0.77의 설명력을 나타냈다. 이 연구에 이용된 5개의 거칠기 높이 중 평균 거칠기 높이(Ra)의 RMSE가 0.45로서 다른 거칠기 높이의 범위(0.47-1.04)보다 낮게 나타나 평균 거칠기 높이(Ra)가 구간 평균유속 산정을 위한 거칠기 높이 인자로 가장 적합하다고 판단되었다.