Copula-based evaluations of drought variations in Guangdong, South China

Changing characteristics of hazardous weather-related events have been arousing considerable public interest in recent years. Guangdong is an economically developed province in China and is prone to natural hazards. Using monthly precipitation data covering a period of 1956–2008 from 127 rain gauge stations, the probabilistic behaviors of SPI-based droughts were investigated with copulas functions. Results indicated a higher risk of droughts along the coastal regions and the western Guangdong, particularly the Pearl River Delta (PRD) region. Joint probabilities of droughts with higher intensity and longer duration were found to have relatively even geographical distribution across Guangdong. The northern parts of Guangdong are higher in altitude and have a lower risk of droughts. Identification of regions characterized by droughts of different severity and durations across Guangdong is important for scientific management of water resource and agricultural activities and also the development of social resilience under the influence of climate changes.

[1]  D. Wilhite,et al.  CHAPfER2UNDERSTANDING THE DROUGHT PHENOMENON:THE ROLE OF DEFINITIONS , 1985 .

[2]  Tae-Woong Kim,et al.  Application of spatial EOF and multivariate time series model for evaluating agricultural drought vulnerability in Korea , 2011 .

[3]  P. Ciais,et al.  The impacts of climate change on water resources and agriculture in China , 2010, Nature.

[4]  T. McKee,et al.  THE RELATIONSHIP OF DROUGHT FREQUENCY AND DURATION TO TIME SCALES , 1993 .

[5]  Rao S. Govindaraju,et al.  A copula-based joint deficit index for droughts. , 2010 .

[6]  E. Zelenhasić,et al.  A method of streamflow drought analysis , 1987 .

[7]  Hsieh Wen Shen,et al.  Recurrence Analysis of Hydrologic Droughts of Differing Severity , 2001 .

[8]  J. Shiau,et al.  Water-deficit-based drought risk assessments in Taiwan , 2012, Natural Hazards.

[9]  Chong-Yu Xu,et al.  Observed changes of drought/wetness episodes in the Pearl River basin, China, using the standardized precipitation index and aridity index , 2009 .

[10]  Lena M. Tallaksen,et al.  Estimation of regional meteorological and hydrological drought characteristics: a case study for Denmark , 2003 .

[11]  Ken Takahashi,et al.  Dry and wet rainy seasons in the Mantaro river basin (Central Peruvian Andes) , 2008 .

[12]  Rapid channel incision of the lower Pearl River (China) since the 1990s as a consequence of sediment depletion , 2007 .

[13]  Y. Chen,et al.  Flood, drought and typhoon disasters during the last half-century in the Guangdong province, China , 2011 .

[14]  Luis S. Pereira,et al.  SPI-based drought category prediction using loglinear models , 2008 .

[15]  Vijay P. Singh,et al.  Bivariate rainfall frequency distributions using Archimedean copulas , 2007 .

[16]  Chong-yu Xu,et al.  Spatial assessment of hydrologic alteration across the Pearl River Delta, China, and possible underlying causes , 2009 .

[17]  V. Singh,et al.  A review of drought concepts , 2010 .

[18]  Pierluigi Calanca,et al.  Climate change and drought occurrence in the Alpine region: How severe are becoming the extremes? , 2007 .

[19]  B. Lloyd‐Hughes,et al.  A drought climatology for Europe , 2002 .

[20]  Qiang Zhang,et al.  Changing properties of hydrological extremes in south China: natural variations or human influences? , 2010 .

[21]  S. Demuth,et al.  A global evaluation of streamflow drought characteristics , 2005 .

[22]  Jenq-Tzong Shiau,et al.  Fitting Drought Duration and Severity with Two-Dimensional Copulas , 2006 .

[23]  Francesco Serinaldi,et al.  Probabilistic characterization of drought properties through copulas , 2009 .

[24]  D. Wilhite,et al.  Monitoring the 1996 Drought Using the Standardized Precipitation Index , 1999 .

[25]  W. Briggs Statistical Methods in the Atmospheric Sciences , 2007 .

[26]  V. D. Assimakopoulos,et al.  Spatial and temporal analysis of drought in greece using the Standardized Precipitation Index (SPI) , 2007 .

[27]  Isabella Bordi,et al.  Potential predictability of dry and wet periods: Sicily and Elbe-Basin (Germany) , 2004 .

[28]  V. Singh,et al.  Bivariate Flood Frequency Analysis Using the Copula Method , 2006 .

[29]  D. Wilhite Drought as a natural hazard : Concepts and definitions , 2000 .

[30]  J. Salas,et al.  Drought probabilities and return period for annual streamflows series. , 2010 .

[31]  T. McKee,et al.  Drought monitoring with multiple time scales , 1995 .