Abstract
Due to the influence of climate change and human activities, more and more regions around the world are nowadays facing serious water shortages. This is particularly so with the Guangdong province, an economically prosperous region in China. This study aims at understanding the abrupt behavior of hydrological processes by analyzing monthly precipitation series from 257 rain gauging stations and monthly streamflow series from 25 hydrological stations using the likelihood ratio statistic and schwarz information criterion (SIC). The underlying causes of the changing properties of hydrological processes are investigated by analyzing precipitation changes and information of water reservoirs. It is found that (1) streamflow series in dry season seems to exhibit abrupt changes when compared to that in the flood season; (2) abrupt changes in the values of mean and variance of hydrological variables in the dry season are more common than those in the streamflow series in the flood season, which implies that streamflow in the dry season is more sensitive to human activities and climate change than that in the flood season; (3) no change points are identified in the annual precipitation and precipitation series in the flood season. Annual streamflow and streamflow in the flood season exhibit no abrupt changes, showing the influence of precipitation on streamflow changes in the flood season. However, streamflow changes in the dry season seem to be heavily influenced by hydrological regulations of water reservoirs. The results of this study are of practical importance for regional water resource management in the Guangdong province.
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References
Chen YD (2001) Sustainable development and management of water resources for urban water supply in Hong Kong. Water Int 26(1):119–128
Chen J, Gupta AK (1997) Testing and locating variance change point with application to stock prices. J Am Stat Assoc 92:739–747
Chen YD, Yang T, Xu C-Y, Zhang Q, Chen X (2010) Hydrologic alteration along the Middle and Upper East River (Dongjiang) basin, South China: a visually enhanced mining on the results of RVA method. Stoch Environ Res Risk Assess. doi:10.1007/s00477-008-0294-7.
Dunn SM, Mackey R (1995) Spatial variation in evapotranspiration and the influence of land use on catchment hydrology. J Hydrol 171:49–73
Grimm AM (2011) Interannual climate variability in South America: impacts on seasonal precipitation, extreme events, and possible effects of climate change. Stoch Environ Res Risk Assess 25(4):537–554
Hawkins DM (1977) Testing a sequence of observations for a shift in location. J Am Stat Assoc 72:180–186
Jones JA, Post DA (2004) Seasonal and successional streamflow response to forest cutting and regrowth in the northwest and eastern United States. Water Resour Res 40:052031–0520319
Loukas A, Vasiliades L, Dalezios NR (2002) Potential climate change impacts on flood producing mechanisms in southern British Columbia, Canada using the CGCMA1 simulation results. J Hydrol 259:163–188
Mao DZ, Cherkauer AK (2009) Impacts of land-use change on hydrologic responses in the Great Lakes region. J Hydrol 374:71–82
Sy BK, Gupta AK (2002) Information-statistical approach for temporal-spatial data with application. Eng Appl Artif Intell 15:177–191
Tamerius JT, Wise EK, Uejio CK, McCoy AL, Comrie AC (2006) Climate and human health: synthesizing environmental complexity and uncertainty. Stoch Environ Res Risk Assess 21(5):601–613
Vorosmarty CJ, Green P, Salisbury J, Lammers RB (2000) Global water resources: vulnerability from climate change and population growth. Science 289:284–288
Wang HJ, Yang ZS, Saito Y, Liu JP, Sun XX (2006) Interannual and seasonal variation of the Huanghe (Yellow River) water discharge over the past 50 years: connections to impacts from ENSO events and dams. Glob Planet Change 50:212–225
World Meteorological Organization (WMO) (1987) Water resources and climate change. Sensitivity of water resources systems to climate change and variability. WMO/TO
Xu C-Y (2000) Modelling the effects of climate change on water resources in central Sweden. Water Resour Manag 14:177–189
Yang XS, Yang HC (1996) Inference on the change points in climate time series. Scientia Atmospherica Sinica 20(1):47–53 (in Chinese with English abstract)
Yu H-L, Yang S-J, Yen H-J, Christakos G (2011) A spatiotemporal climate-based model of early dengue fever warning in southern Taiwan. Stoch Environ Res Risk Assess 25(4):485–494
Zhang Q, Jiang T, Gemmer M, Becker S (2005) Precipitation, temperature and discharge analysis from 1951 to 2002 in the Yangtze catchment, China. J Hydrol Sci 50(1):65–80
Zhang SR, Lu XX, Higgitt DL, Chen CTA, Han JT, Sun HG (2008) Recent changes of water discharge and sediment load in the Zhujiang (Pearl River) basin, China. Glob Planet Change 60:365–380
Zhang Q, Xu C-Y, Becker S, Zhang Z, Chen YD, Coulibaly M (2009a) Trends and abrupt changes of precipitation extremes in the Pearl River basin, China. Atmos Sci Lett 10:132–144
Zhang Q, Xu C-Y, Zhang Z (2009b) Observed changes of drought/wetness episodes in the Pearl River basin, China, using the standardized precipitation index and aridity index. Theor Appl Climatol 98:89–99
Zhang Q, Xu C-Y, Chen YD, Jiang J (2009c) Abrupt behaviors of the streamflow of the Pearl River basin and implications for hydrological alterations across the Pearl River Delta, China. J Hydrol 377:274–283
Zhang Q, Xu C-Y, Singh VP, Yang T (2009d) Multi-scale variability of sediment load and streamflow of the lower Yangtze River basin: possible causes and implications. J Hydrol 368:96–104
Zhang Q, Xu C-Y, Tao H, Jiang T, Chen YD (2010) Climate changes and their impacts on water resources in the arid regions: a case study of the Tarim River basin, China. Stoch Environ Res Risk Assess 24(3):349–358
Acknowledgments
This work was financially supported by State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering (Grant No.: Yk909003), NSFC project (Grant No.: 41071020; 50839005), Program for New Century Excellent Talents in University (the Fundamental Research Funds for the Central Universities), Program Foundation for the Youth of Humanities and Social Science by the State Education Commission (Grant No.: 09YJC910010), and by the Project of the Guangdong Science and Technology Department (Grant No.: 2010B050800001). Cordial gratitude should be extended to the editors, Prof. Jinfeng Wang and Prof. George Christakos, and also to two anonymous reviewers for their insightful review and professional comments which greatly help to improve the quality of this manuscript.
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Tu, X., Zhang, Q., Singh, V.P. et al. Space–time changes in hydrological processes in response to human activities and climatic change in the south China. Stoch Environ Res Risk Assess 26, 823–834 (2012). https://doi.org/10.1007/s00477-011-0516-2
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DOI: https://doi.org/10.1007/s00477-011-0516-2