Abstract
Drought identification and drought severity characterization are crucial to understand water scarcity processes. Evolution of drought and wetness episodes in the upper Nen River (UNR) basin have been analyzed for the period of 1951–2012 using meteorological drought indices and for the period of 1898–2010 using hydrological drought indices. There were three meteorological indices: one based on precipitation [the Standardized Precipitation Index (SPI)] and the other two based on water balance with different formulations of potential evapotranspiration (PET) in the Standardized Precipitation Evapotranspiration Index (SPEI). Moreover, two hydrological indices, the Standardized Runoff Index and Standardized Streamflow Index, were also applied in the UNR basin. Based on the meteorological indices, the results showed that the main dry period of 1965–1980 and wet periods of 1951–1964 and 1981–2002 affected this cold region. It was also found that most areas of the UNR basin experienced near normal condition during the period of 1951–2012. As a whole, the UNR basin mainly had the drought episodes in the decades of 1910, 1920, 1970 and 2000 based on hydrological indices. Also, the severity of droughts decreased from the periods of 1898–1950 to 1951–2010, while the severity of floods increased oppositely during the same periods. A correlation analysis showed that hydrological system needs a time lag of one or more months to respond to meteorological conditions in this cold region. It was also found that although precipitation had a major role in explaining temporal variability of drought, the influence of PET was not negligible. However, the sole temperature driver of PET had an opposite effect in the UNR basin (i.e., misestimating the drought detection) and was inferior to the SPI, which suggests that the PET in the SPEI should be determined by using underlying physical principles. This finding is an important implication for the drought research in future.
Similar content being viewed by others
References
Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration-guidelines for computing crop water requirements-FAO irrigation and drainage paper 56. FAO, Rome
Cong Z, Yang D, Gao B, Yang H, Hu H (2009) Hydrological trend analysis in the Yellow River basin using a distributed hydrological model. Water Resources Research 45:W00A13. doi:10.1029/2008WR006852
Dai Z, Du J, Li J, Li W, Chen J (2008) Runoff characteristics of the Changjiang River during 2006: effect of extreme drought and the impounding of the three Gorges dam. Geophys Res Lett 35 (7):L07406. doi:10.1029/2008GL033456
Dracup JA, Lee K, Paulson EG (1980) On the definition of droughts. Water Resour Res 16:297–302
Edwards DC (1997) Characteristics of 20th Century drought in the United States at multiple time scales. (No. AFIT-97-051). Air Force Inst of Tech Wright-Patterson AFB OH
Feng X, Zhang G, Yin X (2011) Hydrological responses to climate change in Nenjiang river basin, northeastern China. Water Resour Manag 25(2):677–689
Guttman NB (1999) Accepting the standardized precipitation index: a calculation algorithm. J Am Water Resour As 35(2):311–322. doi:10.1111/j.1752-1688.1999.tb03592.x
Hayes MJ, Svoboda MD, Wilhite DA, Vanyarkho OV (1999) Monitoring the 1996 drought using the standardized precipitation index. Bull Am Meteorol Soc 80(3):429–438
Heim RR Jr (2002) A review of twentieth-century drought indices used in the United States. Bull Am Meteorol Soc 83(8):1149–1165
Intergovernmental Panel on Climate Change (IPCC) (2007) Climate change 2007—Working Group I: the physical science basis. Cambridge University Press, Cambridge
Kendall MG (1975) Rand correlation methods. Charles Griffin, London
Lorenzo-Lacruz J, Vicente-Serrano SM, Lopez-Moreno JI, Begueria S, Garcia-Ruiz JM, Cuadrat JM (2010) The impact of droughts and water management on various hydrological systems in the headwaters of the Tagus River (central Spain). J Hydrol 386(1–4):13–26. doi:10.1016/j.jhydrol.2010.01.001
Lu E, Luo Y, Zhang R, Wu Q, Liu L (2011) Regional atmospheric anomalies responsible for the 2009–2010 severe drought in China. J Geophys Res Atmos (1984–2012) 116 (D21)
Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259
McKee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration to time scales. In: Proceedings of the 8th Conference on Applied Climatology. American Meteorological Society Boston, MA, pp 179–183
Mishra AK, Singh VP (2010) A review of drought concepts. J Hydrol 391(1):202–216. doi:10.1016/j.jhydrol.2010.07.012
Nicholls N (2004) The changing nature of Australian droughts. Clim Change 63:323–326
Palmer WC (1965) Meteorologic Drought. US Department of Commerce, Weather Bureau, Research Paper No. 45, p. 58
Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat As 63(324):1379–1389
Sheffield J, Wood EF, Roderick ML (2012) Little change in global drought over the past 60 years. Nature 491:435–440. doi:10.1038/nature11575
Shukla S, Wood AW (2008) Use of a standardized runoff index for characterizing hydrologic drought. Geophys Res Lett 35 (2) doi: 10.1029/2007gl032487
Sun F (2008) Climate change and extreme meteorological events in the northeast China. China Meteorol Press, Beijing
Thornthwaite CW (1948) An approach toward a rational classification of climate. Geogr Rev 38(1):55–94
Vicente-Serrano SM (2006) Differences in spatial patterns of drought on different time scales: an analysis of the Iberian Peninsula. Water Resour Manag 20(1):37–60
Vicente-Serrano SM, Begueria S, López-Moreno JI (2010) A multiscalar drought index sensitive to global warming: The Standardized Precipitation Evapotranspiration Index. J Clim 23(7):1696–1718. doi:10.1175/2009jcli2909.1
Vicente-Serrano SM, López-Moreno JI, Beguería S, Lorenzo-Lacruz J, Azorin-Molina C, Morán-Tejeda E (2011a) Accurate computation of a streamflow drought index. J Hydrol Eng 17(2):318–332
Vicente-Serrano SM, López-Moreno JI, Drumond A, Gimeno L, Nieto R, Moran-Tejeda E, Lorenzo-Lacruz J, Begueria S, Zabalza J (2011b) Effects of warming processes on droughts and water resources in the NW Iberian Peninsula (1930–2006). Clim Res 48(2–3):203–212. doi:10.3354/cr01002
Wang Q (2013) Six-month-long drought set to end in Yunnan. http://www.chinadaily.com.cn/china/2013-04/10/content_16391011.htm. Accessed June 1 2013
Wang Z, Zhai P, Zhang H (2003) Variation of drought over northern China during 1950–2000. J Geogr Sci 13(4):480–487
Wang A, Lettenmaier DP, Sheffield J (2011) Soil moisture drought in China, 1950–2006. J Clim 24(13):3257–3271. doi:10.1175/2011jcli3733.1
Wilhite DA, Glantz MH (1985) Understanding the drought phenomenon: the role of definitions. Water Int 10(3):111–120
Wu H, Hayes MJ, Weiss A, Hu Q (2001) An evaluation of the Standardized Precipitation Index, the China-Z Index and the statistical Z-Score. Int J Climatol 21(6):745–758. doi:10.1002/joc.658
Wu H, Hayes MJ, Wilhite DA, Svoboda MD (2005) The effect of the length of record on the standardized precipitation index calculation. Int J Climatol 25(4):505–520
Yu M, Li Q, Hayes MJ, Svoboda MD, Heim RR (2013) Are droughts becoming more frequent or severe in China based on the Standardized Precipitation Evapotranspiration Index: 1951–2010? Int J Climatol. doi:10.1002/joc.3701
Yue S, Pilon P, Phinney B, Cavadias G (2002) The influence of autocorrelation on the ability to detect trend in hydrological series. Hydrol Process 16:1807–1829
Zhai J, Su B, Krysanova V, Vetter T, Gao C, Jiang T (2010) Spatial variation and trends in PDSI and SPI indices and their relation to streamflow in 10 large regions of China. J Clim 23(3):649–663
Zhang Q (2003) Drought and its impacts. In: Chen H (ed) China Climate Impact Assessment. China Meteorol Press, Beijing, pp 12–18
Zhang Q, Li J, Singh VP, Bai Y (2012) SPI-based evaluation of drought events in Xinjiang, China. Nat Hazards 64(1):481–492. doi:10.1007/s11069-012-0251-0
Zou X, Zhai P, Zhang Q (2005) Variations in droughts over China: 1951–2003. Geophys Res Lett 32 (4):L04707. doi:10.1029/2004GL021853
Acknowledgments
The work was funded by the National Basic Research Program of China (#2010CB951101) and the Natural Science Foundation of China (#51079039). Meteorological datasets were collected from the Climate Data Center, China Meteorological Administration, and streamflow data were collected from the Songliao Water Conservancy Commission (SWCC), China. We are grateful to Lixiang Chen for collecting streamflow data during the period of 2006–2010. The SPI, SPEI and SSI programs were provided by Sergio M. Vicente-Serrano and Santiago Beguería. We also extend our special thanks to Andrew W. Wood for reviewing and giving some constructive suggestions for this work.
Author information
Authors and Affiliations
Corresponding authors
Rights and permissions
About this article
Cite this article
Li, B., Liang, Z., Yu, Z. et al. Evaluation of drought and wetness episodes in a cold region (Northeast China) since 1898 with different drought indices. Nat Hazards 71, 2063–2085 (2014). https://doi.org/10.1007/s11069-013-0999-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11069-013-0999-x