Multivariate Frequency Analysis of Meteorological Drought Using Copula

被引:0
作者
Lamneithem Hangshing
Parmendra P. Dabral
机构
[1] Deemed University,Department of Agricultural Engineering, North Eastern Regional Institute of Science and Technology
来源
Water Resources Management | 2018年 / 32卷
关键词
Meteorological drought; Standardised precipitation index; Copula; Multivariate frequency analysis;
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中图分类号
学科分类号
摘要
The multivariate frequency analysis of droughts for Agartala (India) was carried out in the present study. The meteorological drought was modelled using Standardised Precipitation Index(SPI) at the time scale of 1, 3, 6 and 12 months. Three droughts variables i.e., duration, severity, interval were determined for SPI at the time scale of 1, 3, 6 and 12 months. For the construction of bivariate and trivariate joint distributions Archimedean and metaelliptical copulas were used. Upper tail dependence test was also carried out. The best copula was selected based on minimum value Akaike’s information criteria (AIC)) and Schwarz information criterion(SIC). The drought risk was estimated using joint probabilities and return period for the study area.
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页码:1741 / 1758
页数:17
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  • [1] Akaike H(1974)A new look at the statistical model identification IEEE Trans Autom Control AC-19 716-723
  • [2] Bozdogan H(2000)Akaike’s information criterion and recent developments in information complexity J Math Psychol 44 62-91
  • [3] Byun HR(1999)Objective quantification of drought severity and duration J Clim 12 2747-2756
  • [4] Wilhite DA(2004)Drought length properties for periodic-stochastic hydrological data Water Resour Res 40 W02503-6994
  • [5] Cancelliere A(2013)Multivariate assessment of droughts: Frequency analysis and dynamic return period Water Resour Res 49 6985-100
  • [6] Salas JD(2005)Estimating the tail dependence coefficient properties and pitfalls Insur Math Econ 37 80-928
  • [7] De Michele C(2013)Evaluation of trends and multivariate frequency analysis of droughts in three meteorological subdivision of western India Int J Climatol 34 911-1000
  • [8] Salvadori G(2010)Regional Bivariate Frequency Analysis of Meteorological Droughts J Hydrol Eng 15 985-339
  • [9] Vezzoli R(2005)Drought forecasting using stochastic models J Stoch Environ Res Risk Assess 19 326-34
  • [10] Pecora R(2005)Spatial and temporal draught analysis in the Kansabati River Basin, India Int J River Basin Manage 3 31-216