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Gamma 및 비Gamma군 분포모형에 의한강우의 지점 및 지역빈도 비교분석 (I)

Comparative Analysis of Regional and At-site Analysis for the Design Rainfall by Gamma and Non-Gamma Family (I)

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주제분류농학

초록

Abstract

This study was conducted to derive the design rainfall by the consecutive duration using the at-site frequency analysis.Using the errors, K-S tests and LH-moment ratios, Log Pearson type 3 (LP3) and Generalized Extreme Value (GEV) distributions of Gamma and Non-Gamma Family, respectively were identified as the optimal probability distributions among applied distributions. Parameters of GEV and LP3 distributions were estimated by the method of L and LH-moments and the Indirect method of moments respectively. Design rainfalls following the consecutive duration were derived by at-site frequency analysis using the observed and simulated data resulted from Monte Carlo techniques. Relative root-mean-square error (RRMSE) and relative efficiency (RE) in RRMSE for the design rainfall derived by at-site analysis in the observed and simulated data were computed and compared.It has shown that at-site frequency analysis by GEV distribution using L-moments is confirmed as more reliable than that of GEV and LP3 distributions using LH-moments and Indirect method of moments in view of relative efficiency.

참고문헌 (6)

  1. "1991. The Gamma Family and Derived Distributions applied in Hydrology. Water Resources Publications."
  2. "Flood Estimation Handbook" (1999)
  3. "Analysis and Estimation of Distributions using Linear Combinations of Order Statistics. J. R. Stat. Soc." (1990)
  4. "Comparative Studies on the Design Floods Derived by Different Methods for the Parameters of the Log Pearson Type Ⅲ Distribution", 4(1), pp.34~50 (1997)
  5. "LH Moments for Statistical Analysis of Extreme Events", 33(12), pp.2841~2848 (1997)
  6. "Using Higher Probability Weighted Moments for Flood Frequency Analysis", 194, pp.95~106 (1997)

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