Abstract
The Tarim River lies in the inland area of Northwest China, which has a semiarid or arid climate. Because of relatively scarce precipitation in this area, the main water resource is runoff from a mountainous drainage basin. It is very important to ascertain variations of regular hydrologic and meteorological time series data. Through the use of monthly precipitation and hydrologic data in the three headstream mountain areas of the Tarim River over the past 50 years, this work analyzes the variation of a drought–flood index and annual runoff volume, along with spatio-temporal structures of the index related to runoff at multiple time scales, via non-parametric testing and a wavelet transform method. Wavelet transform can clearly demonstrate many characteristics of the time series, including trend, shift, and major periods. Based on the analysis, the following conclusions can be drawn: (1) the drought–flood indices showed increasing trends for the Aksu and Yarkand rivers, and rose non-significantly for Hotan River. The indices of the three headstreams changed remarkably (p < 0.05) in 1986. The curves of wavelet variance show that significant periods of the indices are 4 and 8 years for Aksu and Hotan rivers, and 8 and 10 years for Yarkand River; (2) runoff of the Aksu and Hotan rivers had significant periods of 6 and 8 years, plus 3 and 9 years for Hotan River; (3) there was significant correlation between the drought–flood indices and annual runoff volume in the three headstreams. The results provide important information toward achieving predictability of flood and drought in Northwest China.
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References
Chen YN, Takeuchi K, Xu CC, Chen YP, Xu ZX (2006) Regional climate change and its effects on river runoff in the Tarim Basin China. Hydrol Process 20(10):2207–2216
Farge M (1992) Wavelet transforms and their applications to turbulence. Annu Rev Fluid Mech 24:395–457
Fu CB, Zeng ZM (2005) Correlations between North Atlantic oscillation index in winter and eastern China flood/drought index in summer in the last 530 years. Chin Sci Bull 50(21):2505–2516
Gan TY (2000) Reducing vulnerability of water resources of Canadian Prairies to potential droughts and possible climate warming. Water Resour Manag 14(2):111–135
Gemmer M, Jiang T, Su B, Kundzewicz ZW (2008) Seasonal precipitation changes in the wet season and their influence on flood/drought hazards in the Yangtze River Basin China. Quatern Int 186:12–21
Hao XM, Chen YN, Xu CC, Li WH (2008) Impacts of climate change and human activities on the surface runoff in the Tarim River Basin over the last fifty years. Water Resour Manag 22:1159–1171
Huang TM, Pang ZH (2010) Changes in groundwater induced by water diversion in the lower Tarim River Xinjiang Uygur NW China: evidence from environmental isotopes and water chemistry. J Hydrol 387(3–4):188–201
IPCC Report (2007) Climate change 2007: report of working group of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, pp 16–72
Ju XS, Zou XK, Zhang Q (1998) The method of the climatic drought–flood index and its analysis. J Nat Disasters 7(3):51–57 (In Chinese)
Karambiri H, Galiano IGG, Giraldo JD, Yacouba H, Ibrahim B, Barbier B, Polcher J (2011) Assessing the impact of climate variability and climate change on runoff in West Africa: the case of Senegal and Nakambe River basins. Atmos Sci 12(1):109–115
Kendall MG (1975) Rank correlation methods. Charles Griffin, London, pp 10–35
Labat D, Godderis Y, Probst JL, Guyot JL (2004) Evidence for global runoff increase related to climate warming. Adv Water Resour 27:631–642
Li HJ, Jiang ZH, Yang Q (2009) Association of North Atlantic oscillations with Aksu River runoff in China. J Geogr Sci 19:12–24
Liu DL, Liu XZ, Li BC, Zhao SW, Li XG (2009) Multiple time scale analysis of river runoff using wavelet transform for Dagujia River Basin Yantai China. Chin Geogra Sci 19(2):158–167
Menzel L, Burger G (2002) Climate change scenarios and runoff response in the Mulde catchment (Southern Elbe Germany). J Hydrol 267:53–64
Sato Y, Yukimoto S, Tsujino H, Ishizaki H, Noda A (2006) Response of North Pacific Ocean circulation in a Kuroshio-resolving ocean model to an Arctic oscillation (AO)-like change in Northern Hemisphere atmospheric circulation due to greenhouse-gas forcing. J Meteorol Soc Jpn 84(2):295–309
Semenov VA, Bengtsson L (2002) Secular trends in daily precipitation characteristics: greenhouse gas simulation with a coupled AOGCM. Clim Dyn 19:123–140
Torrence C, Compo GP (1998) A practical guide to wavelet analysis. Bull Am Meteorol Soc 79(1):61–78
Unami K, Abagale FK, Yangyuoru M, Alam AMB, Kranjac-Berisavljevic G (2010) A stochastic differential equation model for assessing drought and flood risks. Stoch Environ Res Risk Assess 24:725–733
Wang RH, Lu XM (2009) Quantitative estimation models and their application of ecological water use at a basin scale. Water Resour Manag 23:1351–1365
Xu ZX, Chen YN, Li JY (2004) Impact of climate change on water resources in the Tarim River Basin. Water Resour Manag 18:439–458
Xu CC, Chen YN, Li WH, Chen YP (2006) Climate change and hydrologic process response in the Tarim River Basin over the past 50 years. Chin Sci Bull 51(Supp I):125–136. doi:10.1007/s11434-006-8204-1
Xu JH, Li WH, Ji MH, Lu F, Dong S (2010) A comprehensive approach to characterization of the nonlinearity of runoff in the headwaters of the Tarim River western China. Hydrol Process 24(2):136–146
Xu HL, Zhou B, Song YD (2011) Impacts of climate change on headstream runoff in the Tarim River Basin. Hydrol Res 42(1):20–29
Zhang CJ, Wang BL, Liu DX, Cai ZL (1998) Research on drought and flood indices the northwest China. Plat Meteorol 17(4):381–389 (In Chinese)
Zhang Q, Chen YD, Chen JQ (2008a) Flood/drought variability in the Yangtze Delta and association with the climatic changes from the Guliya ice core: a wavelet approach. Quat Int 189:163–172
Zhang Q, Xu CY, Zhang ZX, Chen YQ, Liu CL, Lin H (2008b) Spatial and temporal variability of precipitation maxima during 1960–2005 in the Yangtze River Basin and possible association with large-scale circulation. J Hydrol 353:215–227
Zhang Q, Xu CY, Tao H, Jiang T, Chen YD (2010a) 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 A 24:349–358
Zhang Q, Yu ZG, Xu CY, Anh V (2010b) Multifractal analysis of measure representation of flood/drought grade series in the Yangtze Delta China during the past millennium and their fractal model simulation. Int J Climatol 30(3):450–457
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This work was supported by National Natural Science Foundation (41171427 and 41001066), National Basic Research Program of China (Program 973) (No. 2009CB421308) and Ministry of Water Resources’ Special Funds for Scientific Research on Public Causes (No. 201101049).
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Bai, Y., Xu, H. & Ling, H. Drought–flood variation and its correlation with runoff in three headstreams of Tarim River, Xinjiang, China. Environ Earth Sci 71, 1297–1309 (2014). https://doi.org/10.1007/s12665-013-2534-5
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DOI: https://doi.org/10.1007/s12665-013-2534-5