Abstract
Changes in the spatiotemporal patterns of precipitation have great impacts on drought/flood risk and utilization of water resources. In this study, we presented the results of a comparative analysis of spatial-temporal variability of precipitation in the Southwest China. The analysis investigated the trends of annual precipitation and explored the changes of two indices: the precipitation concentration index (PCI) and the concentration index (CI) which are designed for measuring seasonality and daily heterogeneity, respectively. The trends of annual precipitation and CI were tested by the Mann-Kendall method. The results show a significant seasonality of the rainfall distribution and very inhomogeneous temporal distribution of the daily rainfall in the study area. Positive trends in the CI were found at most stations, although most of them were not statistically significant. To detect the futures trends of precipitation in the study area, Hurst’s rescaled range (R/S) analysis was introduced and the corresponding Hurst Exponent was estimated. The results suggested that some drought hazards will happen in the intersection of Sichuan, Guizhou and Yunnan, and the west part of Sichuan, the north part of Chongqing and the middle part of Yunnan are under the risk of flood in the future.
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References
Cancelliere A, Di Mauro G, Bonaccorso B, Rossi G (2007) Drought forecasting using the standardized precipitation index. Water Resour Manag 21(5):801–819
Cao JH, Jiang ZC, Yang DS (2008) Soil loss tolerance and prevention and measurement of karst area in southwest China. Soil water Conserv China 321:40–44 (in Chinese with English abstract)
Chai ZX (1989) Soil erosion in karst area of Guangxi autonomous region. Mt Res 7(4):255–260 (in Chinese with English abstract)
Coscarelli R, Caloiero T (2012) Analysis of daily and monthly rainfall concentration in Southern Italy. J Hydrol 416–417:145–156
De Luis M, Gonzalez-Hidalgo JC, Raventòs J, Sanchez JR, Cortina J (1997) Distribucionespacial de la concentracion y agresividad de la lluvia en el territorio de la ComunidadValenciana. Cuaternario Geomorfologia 11:33–44
Dong XQ, Duan X (1998) Climatic characteristics and variation tendency of precipitation in the southwest of China. Sci Meteorol Sin 18(3):239–247 (in Chinese with English abstract)
Folland, C.K., Karl, T., Christy, J.R., Clarke, R.A., Gruza, G.V., Jouzel, J., Mann, M.E., Oerlemans, J., Salinger, M.J., Wang, S.-W., 2001. Observed climate variability and change. In: Houghton, J.T. et al. (Eds.), Climate Change 2001: The Scientific Basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, p. 944
Gong DY, Ho CH (2002) Shift in the summer rainfall over the Yangtze River valley in the late 1970s. Geophys Res Lett 29:1436
Huang J, Sun S, Xue Y, Li J, Zhang J (2014) Spatial and temporal variability of precipitation and dryness/wetness during 1961–2008 in Sichuan province, west china. Water Resour Manag 28(6):1655–1670
Huanqiu, 2010. http://www.huanqiu.com/zhuanti/china/drought2010/.
Hurst H (1951) Long term storage capacity of reservoirs. Trans Am Soc Civ Eng 6:770–799
Jiang P, Gautam MR, Zhu J, Yu Z (2013a) How well do the GCMs/RCMs capture the multi-scale temporal variability of precipitation in the Southwestern United States? J Hydrol 479:75–85
Jiang P, Yu Z, Gautam MR (2013b) Pacific and Atlantic Ocean influence on the spatiotemporal variability of heavy precipitation in the western United States. Glob Planet Chang 109:38–45
Karl TR, Knight RW, Easterling DR, Quayle RG (1996) Indices of climate change. Am Meteorol Soc 77:279–292
Kendall MG (1962) Rank correlation methods. Hafner Publishing Company, New York
Kundzewicz ZW, Hirabayashi Y, Kanae S (2010) River floods in the changing climate—observations and projections. Water Resour Manag 24(11):2633–2646
Li X, Jiang F, Li L, Wang G (2010) Spatial and temporal variability of precipitation concentration index, concentration degree and concentration period in Xinjiang. China Int J Climatol. doi:10.1002/joc.2181, Published Online
Liu Y, Wang QQ, Cheng ZQ (2002) Regional features of summer rainfall anomaly over sotuwest China. J Nanjing Inst Meteorol 25(1):105–110 (in Chinese with English abstract)
Liu XR, Li GP, Fan GZ, Chen BY, Li HQ (2007) Spatial and temporal characteristics of precipitation resources in southwest China during 1960–2000. J Nat Resour 22(5):783–792 (in Chinese with English abstract)
Liu Y, Yu Y, Guo H, Yang P (2009) Optimal land-use management for surface source water protection under uncertainty: a case study of Songhuaba Watershed (Southwestern China). Water Resour Manag 23(10):2069–2083
Liu L, Shu L, Chen X, Wang E, Oromo T (2010) Rainfall-driven spring hydrograph modeling in a karstic water system, southwestern China. Water Resour Manag 24(11):2689–2701
Mandelbrot B, Willis JR (1969) Robustness of the rescaled range R/S in the measurement of noncyclic long-run statistical dependence. Water Resour Res 5:967–988
Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259
Martin-Vide J (2004) Spatial distribution of a daily precipitation concentration index in Peninsular Spain. Int J Climatol 24:959–971
Mitchell, J.M., Dzerdzeevskii, B., Flohn, H., Hofmeyr, W.L., Lamb, H.H., Rao, K.N., Wallén, C.C., 1966. Climate Change, WMO Technical Note No. 79, Geneva.
Niu T, Liu HL, Song Y, Chen LX (2005) Study o decade change of climate shift from warm dry period to warm wet period over Tibetan Plateau. J Appl Meteorol Sci 16(6):763–771 (In Chinese with English abstract)
Olascoaga MJ (1950) Some aspects of Argentine rainfall. Tellus 2:312–318
Oliver JE (1980) Monthly precipitation distribution: a comparative index. Prof Geogr 32:300–309
Peng J, Liu ZH, Liu YH, Wu JS, Han YN (2012) Trend analysis of vegetation dynamics in Qinghai-Tibet Plateau using Hurst Exponent. Ecol Indic 14:28–39
Qin NX, Chen X, Fu GB, Zhan JQ, Xue XW (2010) Precipitation and temperature trends for the southwest China: 1960–2007. Hydrol Process 24:3733–3744
Ren GY, Wu H, Chen ZH (2000) Spatial patterns of change trend in rainfall of China. Q J Appl Meteorol 11:322–330
Riehl H (1949) Some aspects of Hawaiian rainfall. Bull Am Meteorol Soc 3:176–187
Sánche Z, Trinidad JE, García PJ (2008) Some comments on Hurst exponent and the long memory processes on capital markets. Phys A 387:5543–5551
Shaw G, Wheeler D (1994) Statistical techniques in geographical analysis. Halsted, New York
Shi P, Qiao XY, Chen X, Zhou M, Qu SM, Ma XX, Zhang ZC (2013a) Spatial distribution and temporal trends in daily and monthly precipitation concentration indices in the upper reaches of the Huai River China. Stoch Env Res Risk A. doi:10.1007/s00477-013-0740-z
Shi P, Ma XX, Chen X, Qu SM, Zhang ZC (2013b) Analysis of variation trends in precipitation in an upstream catchment of Huai River. Math Probl Eng. doi:10.1155/2013/929383
Trenberth KE, Jones PD, Ambenje P, Bojariu R, Easterling D, Klein Tank A, Parker D, Rahimzadeh F, Renwick JA, Rusticucci M, Soden B, Zhai P (2007) Observations: surface and atmospheric climate change. In: Solomon S et al (eds) Climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge
Tsakiris G, Vangelis H (2004) Towards a drought watch system based on spatial SPI. Water Resour Manag 18(1):1–12
Wang XL, Hu BQ, Xia J (2002) R/S analysis method of trend and aberrance point on hydrological time series.Engineering. J Wuhan Univ 35(2):10–12 (In Chinese with English abstract)
Wang W, Chen X, Shi P, van Gelder PHAJM (2008) Detecting changes in extreme precipitation and extreme streamflow in the Dongjiang River basin in southern China. Hydrol Earth Syst Sci 12:207–221
Wei QF (1995) Soil erosion in karst region of south China and its control. Res Soil Water Conserv 3(4):72–75 (in Chinese with English abstract)
Wu SH, Yin YH, Zheng D, Yang QY (2005) Climate changes in the Tibetan Plateau during the last three decades. Acta Geograph Sin 60(1):3–11 (In Chinese with English abstract)
Xu XD, Tao SY, Wang JZ, Chen LS, Zhou LW, Wang XR (2002) The relationship between water vapor transport features of Tibetan Plateau-monsoon “large Triangle” affecting region and drought-flood abnormality of China. Acta Meteorol Sin 60(3):259–265 (in Chinese with English abstract)
Xu ZX, Gong TL, Li JY (2008) Decadal trend of climate in the Tibetan Plateay-regional temperature and precipitation. Hydrol Process 22:3056–3065
Yang H (1988) In: guizhou society of environmental science: a study on the karst environment in guizhou. People’s Publishing House, Guizhou, The fragile karst environment
Yu YS, Chen XW (2008) Analysis of future trend characteristics of hydrological time series based on R/ S and Mann-Kendall methods. J Water Resour Water Eng 19(3):41–44 (In Chinese with English abstract)
Yu M, Chen X, Li L, Bao A, de la Paix MJ (2011) Streamflow simulation by SWAT using different precipitation sources in large arid basins with scarce raingauges. Water Resour Manag 25(11):2669–2681
Yu Z, Jiang P, Gautam MR, Zhang Y, Acharya K (2015) Changes of seasonal storm properties in California and Nevada from an ensemble of climate projections. J Geophys Res: Atmos 120(7):2676–2688
Zhai PM, Zhang XB, Wan H, Pan XH (2005) Trends in total precipitation and frequency of daily precipitation extremes over China. J Clim 18:1096–1108
Zhang Q, Liu CL, Xu CY, Xu YP, Jiang T (2006) Observed trends of annual maximum water level and streamflow during past 130 years in the Yangtze River basin, China. J Hydrol 324:255–265
Zhang Q, Xu CY, Zhang ZX, Chen YQ, Liu CL (2007a) Spatial and temporal variability of extreme precipitation during 1960–2005 in the Yangtze River basin and possible association with large scale circulation. J Hydrol. doi:10.1016/j.jhydrol.2007.11.023
Zhang ZC, Chen X, Wang W, Shi P (2007b) Analysis of rainfall trend and extreme events in Guizhou. Earth Environ 35(4):351–356 (in Chinese with English abstract)
Zhang Q, Xu CY, Marco G, Chen YP, Liu CL (2009) Changing properties of precipitation concentration in the Pearl River basin, China. Stoch Env Res Risk A 23:377–385
Zhao L, Xia J, Sobkowiak L, Wang Z, Guo F (2012) Spatial pattern characterization and multivariate hydrological frequency analysis of extreme precipitation in the Pearl River Basin, China. Water Resour Manag 26(12):3619–3637
Zhou CY, Li YQ, Li W, Chen LX (2005) Climatological characteristics of water vapor transport over eastern part Qinghai-Xizang Plateau and its surrounding. Plateau Meteorol 24(6):880–888 (in Chinese with English abstract)
Acknowledgments
The first author thanks the following financial support: the National Natural Science Foundation of China (No. 51479062/41371048/51190091/41001011/40901015/).
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Shi, P., Wu, M., Qu, S. et al. Spatial Distribution and Temporal Trends in Precipitation Concentration Indices for the Southwest China. Water Resour Manage 29, 3941–3955 (2015). https://doi.org/10.1007/s11269-015-1038-3
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DOI: https://doi.org/10.1007/s11269-015-1038-3