Statistical distributions of extreme dry spell in Peninsular Malaysia

被引:26
作者
Zin, Wan Zawiah Wan [1 ]
Jemain, Abdul Aziz [1 ]
机构
[1] Univ Kebangsaan Malaysia, Fac Sci & Technol, Sch Math Sci, Bangi 43600, Selangor, Malaysia
关键词
PARTIAL DURATION SERIES; L-MOMENT; ANNUAL MAXIMUM; RAINFALL; THRESHOLD; SPAIN; WET;
D O I
10.1007/s00704-010-0254-2
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Statistical distributions of annual extreme (AE) series and partial duration (PD) series for dry-spell event are analyzed for a database of daily rainfall records of 50 rain-gauge stations in Peninsular Malaysia, with recording period extending from 1975 to 2004. The three-parameter generalized extreme value (GEV) and generalized Pareto (GP) distributions are considered to model both series. In both cases, the parameters of these two distributions are fitted by means of the L-moments method, which provides a robust estimation of them. The goodness-of-fit (GOF) between empirical data and theoretical distributions are then evaluated by means of the L-moment ratio diagram and several goodness-of-fit tests for each of the 50 stations. It is found that for the majority of stations, the AE and PD series are well fitted by the GEV and GP models, respectively. Based on the models that have been identified, we can reasonably predict the risks associated with extreme dry spells for various return periods.
引用
收藏
页码:253 / 264
页数:12
相关论文
共 31 条
[1]   Regional analysis of annual maximum and partial duration flood data by nonparametric and L-moment methods [J].
Adamowski, K .
JOURNAL OF HYDROLOGY, 2000, 229 (3-4) :219-231
[2]  
BERNSTEIN L, 2007, 4 IPCC
[3]   The spatial distribution of wet and dry spells over Peninsular Malaysia [J].
Deni, S. Mohd. ;
Jemain, A. A. ;
Ibrahim, K. .
THEORETICAL AND APPLIED CLIMATOLOGY, 2008, 94 (3-4) :163-173
[4]  
DIGIUSEPPE E, 2005, GEOPH RES ABSTR, V7
[5]   STOCHASTIC ANALYSIS OF EXTREME DROUGHTS [J].
GUPTA, VK ;
DUCKSTEIN, L .
WATER RESOURCES RESEARCH, 1975, 11 (02) :221-228
[6]  
Hales S., 2003, Climate Change and Human Health: Risks and Responses, P79
[7]  
HERSHFIELD DM, 1973, B AM METEOROL SOC, V54, P1013, DOI 10.1175/1520-0477(1973)054<1013:OTPOER>2.0.CO
[8]  
2
[9]  
Hosking J. R. M., 1997, Regional frequency analysis, DOI [10.1017/CBO9780511529443, DOI 10.1017/CBO9780511529443]
[10]  
HOSKING JRM, 1990, J ROY STAT SOC B MET, V52, P105