• Title/Summary/Keyword: multivariate autoregressie model

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Drought Analysis of Nakdong River Basin Based on Multivariate Stochastic Models (다변량 추계학적 모형을 이용한 낙동강 유역의 가뭄해석에 관한 연구)

  • Heo, Jun-Haeng;Kim, Gyeong-Deok;Jo, Won-Cheol
    • Journal of Korea Water Resources Association
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    • v.30 no.2
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    • pp.155-163
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    • 1997
  • In this study, drought analysis of annual flows of Jindong, Hyunpoong, and Waekwan stations located at Nakdong River Basins was performed based on multivariate stochastic models. The stochastic models used were multivariate autoregressive model (MAR) and multivariate contemporaneous (MCAR) model. MCAR(1) and MAR(1) models were selected to be a appropriate models for these stations based on skewness test of normality, test of uncorrelated residuals, and correlograms of the residual series of each model. The statistics generated by MCAR(1) model and MAR(1) model resembled very closely those computed from historical series. The drought characteristics such as run len호, run sum, and run intensity were fairly well reproduced for the various lengths of generated annual flows based on the MCAR(1) and MAR(1) models. Thus, these drought characteristics may give the important informations in planning mid or long term water supplying systems.

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