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Spatial–temporal variations of spring drought based on spring-composite index values for the Songnen Plain, Northeast China

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Abstract

A spring-composite index (s-CI) is proposed in this study that involves slightly altering the use of the accumulated precipitation from the composite index (CI) comparing the value with other three commonly used indices (standardized precipitation index, SPI; self-calibrated Palmer drought severity index, sc-PDSI; and CI). In addition, the spatial–temporal variation of the s-CI in the Songnen Plain (SNP) was investigated using the Mann–Kendall test and empirical orthogonal function (EOF) methods. The results indicated that the proposed s-CI could identify most drought events in 1990s and 2000s and performed relatively better than SPI, sc-PDSI, and CI in this region. Compared with the other three indices, the s-CI had a higher correlation with relative soil moisture in April and May. The recent spring droughts (2000s) were the most severe in April or May. The weather was drier in May compared with April in the 1980s, whereas the weather was wetter in May than in April in the 1960s and 1970s. Moreover, the spatial patterns of the first EOFs for both April and May indicated an obviously east–west gradient in the SNP, whereas the second EOFs displayed north–south drought patterns. The proposed index is particularly suitable for detecting, monitoring, and exploring spring droughts in the Songnen Plain under global warming.

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References

  • Bai RH, Sun YG, Xie A (2004) Interdecadal variations of droughts in northeastern China. Acta Scicentiarum Naturalum Universitis Pekinesis 40(5):806–813 (in Chinese)

    Google Scholar 

  • Bonaccorso B, Bordi I, Cancelliere A, Rossi G, Sutera A (2003) Spatial variability of drought: an analysis of the SPI in Sicily. Water Resour Manag 17(4):273–296

    Article  Google Scholar 

  • Chen Z, Wei W, Liu J, Wang Y, Chen J (2011) Identifying the recharge sources and age of groundwater in the Songnen Plain (Northeast China) using environmental isotopes. Hydrogeol J 19(1):163–176. doi:10.1007/s10040-010-0650-9

    Article  Google Scholar 

  • CMA (1993) Agro-meteorological observing practices. Meteorological Press, Beijing

    Google Scholar 

  • Dai AG (2011) Drought under global warming: a review. Wiley Interdiscip Rev Clim Change 2(1):45–65. doi:10.1002/wcc.81

    Article  Google Scholar 

  • Dai AG, Trenberth KE, Qian T (2004) A global dataset of Palmer Drought Severity Index for 1870–2002: relationship with soil moisture and effects of surface warming. J Hydrometeorol 5(6):1117–1130

    Article  Google Scholar 

  • Fu GB, Yu JJ, Yu XB, Ouyang RL, Zhang YC, Wang P, Liu WB, Min LL (2013) Temporal variation of extreme rainfall events in China, 1961–2009. J Hydrol 487:48–59. doi:10.1016/j.jhydrol.2013.02.021

    Article  Google Scholar 

  • Gan TY (1998) Hydroclimatic trends and possible climatic warming in the Canadian prairies. Water Resour Res 34:3009–3015

    Article  Google Scholar 

  • Heim RR (2002) A review of twentieth-century drought indices used in the United States. Bull Am Meteorol Soc 83(8):1149–1166

    Google Scholar 

  • Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water quality data. Water Resour Res 18:107–121

    Article  Google Scholar 

  • Hisdal H, Tallaksen LM (2003) Estimation of regional meteorological and hydrological drought characteristics: a case study for Denmark. J Hydrol 281(3):230–247. doi:10.1016/S0022-1694(03)00233-6

    Article  Google Scholar 

  • Huang F, Li BG (2010) Assessing grain crop water productivity of China using a hydro-model-coupled-statistics approach. Part I: method development and validation. Agr Water Manage 97(7):1077–1092. doi:10.1016/j.agwat.2010.02.016

    Article  Google Scholar 

  • Kendall MG (1948) Rank correlation methods. Hafner, New York

    Google Scholar 

  • Keyantash JA, Dracup JA (2004) An aggregate drought index: assessing drought severity based on fluctuations in the hydrologic cycle and surface water storage. Water Resour Res 40(9), W09304. doi:10.1029/2003WR002610

    Google Scholar 

  • Kim KY, North GR (1993) EOF analysis of surface temperature field in a stochastic climate model. J Climate 6(9):1681–1690

    Article  Google Scholar 

  • Kim DH, Yoo C, Kim TW (2011) Application of spatial EOF and multivariate time series model for evaluating agricultural drought vulnerability in Korea. Adv Water Resour 34:340–350. doi:10.1016/j.advwatres.2010.12.010

    Article  Google Scholar 

  • Kutzbach JE (1967) Empirical eigenvectors of sea-level pressure, surface temperature and precipitation complexes over North America. J Appl Meteor 6(5):791–802

    Article  Google Scholar 

  • Li TQ, Na JH, Wang P (2006) A study on spring drought in Songnen Plain in recent year. Chin J Agrometeorol 27(1):53–55 (in Chinese)

    Google Scholar 

  • Li SY, Liu RH, Shi LK, Ma ZH (2009) Analysis on drought characteristic of He’nan in recent 40 years based on meteorological drought composite index. J Arid Meteorol 27:97–102 (in Chinese)

    Google Scholar 

  • Li B, Li LJ, Li HB, Liang LQ, Li JY, Liu YM, Zeng HW (2011) Spatial and temporal variability of droughts in the Lancang River Basin. Trans CSAE 27(5):87–92 (in Chinese)

    Google Scholar 

  • Liang LQ, Li LJ, Liu Q (2011) Precipitation variability in Northeast China from 1961 to 2008. J Hydrol 404(1–2):67–76. doi:10.1016/j.jhydrol.2011.04.020

    Article  Google Scholar 

  • Liu X, Li J, Lu Z, Liu M, Xing W (2009) Dynamic changes of composite drought index in Liaoning Province in recent 50 year. Chin J Ecol 28:938–942 (in Chinese)

    Google Scholar 

  • Liu S, Kang Y, Wan S, Wang Z, Liang Z, Sun X (2011) Water and salt regulation and its effects on Leymus chinensis growth under drip irrigation in saline-sodic soils of the Songnen Plain. Agr Water Manage 98(9):1469–1476. doi:10.1016/j.agwat.2011.04.016

    Article  Google Scholar 

  • Liu WB, Cai TJ, Fu GB, Zhang AJ, Liu CM, Yu HZ (2012a) The streamflow trend in Tangwang River basin in northeast China and its difference response to climate and land use change in sub-basins. Environ Earth Sci 69:51–62. doi:10.1007/s12665-012-1933-3

  • Liu XC, Xu ZX, Yu RH (2012b) Spatiotemporal variability of drought and the potential climatological driving factors in the Liao River basin. Hydrol Process 26:1–14. doi:10.1002/hyp.8104

    Article  Google Scholar 

  • Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259

    Google Scholar 

  • McKee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration to time scales. American Meteorological Society, Boston, pp 17–22

    Google Scholar 

  • Meng DJ, Mo XG (2012) Assessing the effect of climate change on mean annual runoff in the Songhua River Basin, China. Hydrol Process 26:1050–1061. doi:10.1002/hyp.8180

    Article  Google Scholar 

  • North GR, Bell TL, Cahalan RF, Moeng FJ (1982) Sampling errors in the estimation of empirical orthogonal functions. Mon Wea Rev 110(7):699–706

    Article  Google Scholar 

  • Palmer WC, Bureau EUW (1965) Meteorological drought. US Dept. of Commerce, Weather Bureau, Washington DC

    Google Scholar 

  • Potop V, Možný M, Soukup J (2012) Drought evolution at various time scales in the lowland regions and their impact on vegetable crops in the Czech Republic. Agr Forest Meteorol 156:121–133. doi:10.1016/j.agrformet.2012.01.002

    Article  Google Scholar 

  • Qian WH, Shan XL, Zhu YF (2011) Ranking regional drought events in China for 1960–2009. Adv Atmos Sci 28(2):310–321. doi:10.1007/s00376-009-9239-4

    Article  Google Scholar 

  • Shen SM, Qiao Q, Zeng ZS (1980) Moisture regime in black soils in northern part of north-east China. 3. Reliability of water supply for crop growth and the forecast of spring drought in the region of black soils. Acta Pedol Sin 17(3):203–216 (in Chinese)

    Google Scholar 

  • Song XY, Mu XM, Gao P, Wang SY (2009) Trends of runoff variation from 1900 to 2005 at Harbin station of Songhua River. J Natural Resources 24(10):1803–1809 (in Chinese)

    Google Scholar 

  • Sun YG, Bai RH (2005) Research on meteorological disaster in Songhua, Nenjiang River. Meteorological Press, Beijing, in Chinese

    Google Scholar 

  • Tang C, Piechota TC (2009) Spatial and temporal soil moisture and drought variability in the Upper Colorado River Basin. J Hydrol 379(1–2):122–135. doi:10.1016/j.jhydrol.2009.09.052

    Article  Google Scholar 

  • Tomozeiu R, Lazzeri M, Cacciamani C (2002) Precipitation fluctuations during the winter season from 1960 to 1995 over Emilia-Romagna, Italy. Theor Appl Climatol 72(3):221–229. doi:10.1007/s00704-002-0675-7

    Article  Google Scholar 

  • Tsakiris G, Pangalou D, Vangelis H (2007) Regional drought assessment based on the Reconnaissance Drought Index (RDI). Water Resour Manag 21(5):821–833. doi:10.1007/s11269-006-9105-4

    Article  Google Scholar 

  • Vicente-Serrano SM, Beguería S, López-Moreno JI (2010) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Climate 23(7):1696–1718. doi:10.1175/2009JCLI2909.1

    Article  Google Scholar 

  • Wang RZ, Ripley EA (1997) Effects of grazing on a Leymus chinensis grassland on the Songnen plain of north-eastern China. J Arid Environ 36(2):307–318

    Article  Google Scholar 

  • Wang D, Hejazi M, Cai X, Valocchi AJ (2011) Climate change impact on meteorological, agricultural, and hydrological drought in central Illinois. Water Resour Res 47(9), W09527. doi:10.1029/2010WR009845

    Google Scholar 

  • Wilhite DA (1993) Drought assessment, management and planning: theory and case studies. Kluwer, Dordrecht

  • Xi ZX, Wang WY, Shi XL (2008) Risk evaluation and division of spring drought in Jilin Province. Chin J Agrometeorol 29(1):119–122 (in Chinese)

    Google Scholar 

  • Xie A, Sun Y, Bai R (2003) Arid climate trend over northeastern China and its response to global warming. Acta Geograph Sin 58:75–82 (in Chinese)

    Google Scholar 

  • Yoo C, Kim S (2004) EOF analysis of surface soil moisture field variability. Adv Water Resour 27(8):831–842. doi:10.1016/j.advwatres.2004.04.003

    Article  Google Scholar 

  • Yue S, Pilon P, Cavadias G (2002) Power of the Mann–Kendall and Spearman's rho tests for detecting monotonic trends in hydrological series. J Hydrol 259(1–4):254–271

    Article  Google Scholar 

  • Zhai PM, Sun AJ, Ren FM, Liu XN, Gao B, Zhang Q (1999) Changes of climate extremes in China. Clim Chang 42(1):203–218

    Article  Google Scholar 

  • 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 Climate 23(3):649–663. doi:10.1175/2009JCLI2968.1

    Article  Google Scholar 

  • Zhang JQ (2004) Risk assessment of drought disaster in the maize-growing region of Songliao Plain, China. Agric Ecosyst Environ 102(2):133–153. doi:10.1016/j.agee.2003.08.003

    Article  Google Scholar 

  • Zhang YS, Fang QS (1959) The impact of atmospheric circulation on wet or dry cycle in the Songhua River Basin. J Hydraul Eng 4(1):12–22 (in Chinese)

    Google Scholar 

  • Zhang JJ, Gao XJ (1994) The variations of circulation pattern in the northern hemisphere and climate change in China during 1891–1990. Quart J Appl Meteorol 5(1):1–10 (in Chinese)

    Google Scholar 

  • Zhang YF, Deng JL, Guan DX, Jin CJ, Wang ZA, Wu JB, Yuan FH (2011) Spatiotemporal change of potential evapotranspiration in Songnen Plain of Northeast China. Chin J Appl Ecol 22(7):1702–1710 (in Chinese)

    Google Scholar 

  • 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. doi:10.1007/s11269-012-0094-1

    Article  Google Scholar 

  • Zou XK, Zhang Q (2008) Preliminary studies on variations in droughts over China during past 50 years. J Appl Meteorol Sci 19(6):679–687 (in Chinese)

    Google Scholar 

  • Zou XK, Ren GY, Zhang Q (2010) Droughts variations in China based on a compound index of meteorological drought. Climatic Environ Res 15(4):371–378 (in Chinese)

    Google Scholar 

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Acknowledgments

This work was supported by the National Natural Science Foundation of China (Project No. 41201568) and the Key Project of Knowledge Innovation Program of CAS (Project No. KZCX2-YW-Q06-1). We wish to thank Dr. Lu Zhang from Land and Water of CSIRO and the two anonymous reviewers for their invaluable comments and constructive suggestions used to improve the quality of the manuscript.

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Correspondence to Lijuan Li.

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Song, X., Li, L., Fu, G. et al. Spatial–temporal variations of spring drought based on spring-composite index values for the Songnen Plain, Northeast China. Theor Appl Climatol 116, 371–384 (2014). https://doi.org/10.1007/s00704-013-0957-2

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