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Spatial and temporal characteristics of droughts in the Northeast China Transect

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Abstract

In this study, drought trends and change magnitudes of the Northeast China Transect (NECT) were analyzed using the Mann–Kendall test and Theil–Sen’s slope estimator. Meteorological data from 20 meteorological stations of NECT region from 1957 to 2012 were used. Results demonstrated that five stations had significant negative trends in precipitation. The magnitudes of the significant negative trends at the 95 % confidence level varied from −2.41 ± 1.05 mm year−1 at Tonghe station to −1.11 ± 0.51 mm year−1 at Qianguoerluosi station. Analysis of the seasonal precipitation series showed a mix of negative and positive trends. Many stations also exhibited strong contrasting seasonal trends that counterbalanced one other at the yearly level. In addition, cluster analysis based on discrete wavelet transform (DWT) was applied to the standard precipitation index (SPI) series. Results revealed three different and spatially well-defined subregions (east, center and west regions of NECT). Due to the decrease in precipitation from the east to the west, land use varies from forest regions in the east, to agriculture in the center, to pastoral areas in the west. Characteristics of drought events for each representative station of different subregions are explored using temporal evolution of the SPI values. Results showed that severe or extreme droughts occurred in 2001, 2003 and 2008 in Tonghe, 1980 and 2007 in Tongliao and 2005–2007 in East Ujimqin Banner. Results indicate that clustering analysis based on DWT has great potential for examining spatial coherence of regional drought, which was consistent with not only the precipitation spatial distribution but also the characteristics of land use in the study area. This study not only provides important information on drought variability in the NECT, but also provides useful information for improving water management strategies and planning agricultural practices.

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References

  • Aldrich E (2012). Wavelets: a package of functions for computing wavelet filters, wavelet transforms and multiresolution analyses. http://CRAN.R-project.org/package=wavelet

  • Anav A, Ruti PM, Artale V, Valentini R (2010) Modelling the effects of land-cover changes on surface climate in the Mediterranean region. Clim Res 41:91–104

    Article  Google Scholar 

  • Bagley JE, Desai AR, Harding KJ, Snyder PK, Foley JA (2014) Drought and deforestation: has land cover change influenced recent precipitation extremes in the Amazon? J Clim 27:345–361

    Article  Google Scholar 

  • Ding YH, Ren GY, Zhao ZC, Xu Y, Luo Y, Li QP, Zhang J (2007) Detection, causes and projection of climate change over China: an overview of recent progress. Adv Atmos Sci 24:954–971

    Article  Google Scholar 

  • Dinpashoh Y, Fakheri-Fard A, Moghaddam M, Jahanbakhsh S, Mirnia M (2004) Selection of variables for the purpose of regionalization of Iran’s precipitation climate using multivariate methods. J Hydrol 297:109–123

    Article  Google Scholar 

  • Gebrehiwot T, van der Veen A, Maathuis B (2011) Spatial and temporal assessment of drought in the Northern highlands of Ethiopia. Int J Appl Earth Obs 13:309–321

    Article  Google Scholar 

  • Gocic M, Trajkovic S (2013) Analysis of precipitation and drought data in Serbia over the period 1980–2010. J Hydrol 494:32–42

    Article  Google Scholar 

  • Guo R, Wang XK, Ouyang ZY, Li YN (2006) Spatial and temporal relationships between precipitation and ANPP of four types of grasslands in northern China. J Environ Sci 18:1024–1030

    Article  Google Scholar 

  • Hanif M, Khan AH, Adnan S (2013) Latitudinal precipitation characteristics and trends in Pakistan. J Hydrol 492:266–272

    Article  Google Scholar 

  • Hsu KC, Li ST (2010) Clustering spatial–temporal precipitation data using wavelet transform and self-organizing map neural network. Adv Water Resour 33:190–200

    Article  Google Scholar 

  • IPCC (2007) Climate change 2007: synthesis report. In: Pachauri RK, Reisinger A (eds) Contribution of working groups I, II and III to the fourth assessment report of the intergovernmental panel on climate change. IPCC, Geneva, Switzerland, p 104

  • Jhajharia D, Dinpashoh Y, Kahya E, Singh VP, Fakheri-Fard A (2012) Trends in reference evapotranspiration in the humid region of northeast India. Hydrol Process 26:421–435

    Article  Google Scholar 

  • Kao SC, Govindaraju RS (2010) A copula-based joint deficit index for droughts. J Hydrol 380:121–134

    Article  Google Scholar 

  • Kumar P, Foufoula-Georgiou E (1997) Wavelet analysis for geophysical applications. Rev Geophys 35:385–412

    Article  Google Scholar 

  • Lehmann C, Bowersox VC, Larson SM (2005) Spatial and temporal trends of precipitation chemistry in the United States, 1985–2002. Environ Pollut 135:347–361

    Article  Google Scholar 

  • Liang L, Li L, Liu Q (2011) Precipitation variability in Northeast China from 1961 to 2008. J Hydrol 404:67–76

    Article  Google Scholar 

  • Liu B (2005) Observed trends of precipitation amount, frequency, and intensity in China, 1960–2000. J Geophys Res 110. doi:10.1029/2004jd004864

  • Nalley D, Adamowski J, Khalil B (2012) Using discrete wavelet transforms to analyze trends in streamflow and precipitation in Quebec and Ontario (1954–2008). J Hydrol 475:204–228

    Article  Google Scholar 

  • Ni J, Zhang XS (2000) Climate variability, ecological gradient and the Northeast China Transect (NECT). J Arid Environ 46:313–325

    Article  Google Scholar 

  • Nie Q, Xu J, Ji M, Cao L, Yang Y, Hong Y (2012) The vegetation coverage dynamic coupling with climatic factors in Northeast China Transect. Environ Manage 50:405–417

    Article  Google Scholar 

  • Nourani V, Baghanam AH, Vousoughi FD, Alami M (2012) Classification of groundwater level data using SOM to develop ANN-based forecasting model. Int J Soft Comput Eng 2:464–469

    Google Scholar 

  • Otieno VO, Anyah RO (2012) Effects of land use changes on climate in the Greater Horn of Africa. Clim Res 52:77–95

    Article  Google Scholar 

  • Partal T, Küçük M (2006) Long-term trend analysis using discrete wavelet components of annual precipitations measurements in Marmara region (Turkey). Phys Chem Earth 31:1189–1200

    Article  Google Scholar 

  • Percival DB, Walden AT (2006) Wavelet methods for time series analysis, vol 4. Cambridge University Press, Cambridge

  • Pitman AJ (2004) Impact of land cover change on the climate of southwest Western Australia. J Geophys Res 109:D18109. doi:10.1029/2003JD004347

    Article  Google Scholar 

  • Santos JF, Pulido-Calvo I, Portela MM (2010) Spatial and temporal variability of droughts in Portugal. Water Resour Res 46. doi:10.1029/2009wr008071

  • Shahid S (2008) Spatial and temporal characteristics of droughts in the western part of Bangladesh. Hydrol Process 22:2235–2247

    Article  Google Scholar 

  • Shifteh Some’e B, Ezani A, Tabari H (2012) Spatiotemporal trends and change point of precipitation in Iran. Atmos Res 113:1–12

    Article  Google Scholar 

  • Svoboda M, Hayes M, Wood D (2012) Standardized precipitation index user guide. World Meteorological Organization Geneva, Switzerland

    Google Scholar 

  • Tao F, Yokozawa M, Hayashi Y, Lin E (2003) Future climate change, the agricultural water cycle, and agricultural production in China. Agr Ecosyst Environ 95:203–215

    Article  Google Scholar 

  • Wang YQ, Zhou L (2005) Observed trends in extreme precipitation events in China during 1961–2001 and the associated changes in large-scale circulation. Geophys Res Lett 32:L09707. doi:10.1029/2005GL022574

    Google Scholar 

  • Zhai P, Zhang X, Wan H, Pan X (2005) Trends in total precipitation and frequency of daily precipitation extremes over China. J Clim 18:1096–1108

    Article  Google Scholar 

  • Zhang Y, Zhou G (2010) Exploring the effects of water on vegetation change and net primary productivity along the IGBP Northeast China Transect. Environ Earth Sci 62:1481–1490

    Article  Google Scholar 

  • Zhou G, Wang Y, Wang S (2002) Responses of grassland ecosystems to precipitation and land use along the Northeast China Transect. J Veg Sci 13:361–368

    Article  Google Scholar 

  • Zhu WQ, Pan YZ, Liu X, Wang AL (2006) Spatio-temporal distribution of net primary productivity along the Northeast China Transect and its response to climatic change. J For Res 17:93–98

    Article  Google Scholar 

Download references

Acknowledgments

We thank the China Meteorological Data Sharing Service System for providing the required precipitation data of the various stations. This work was funded jointly by the Project of China CDM Fund (Grant No: 1214115), the Special Foundation from State Key Laboratory of Urban and Regional Ecology (Grant No: SKLURE2012-1-05), the National Natural Science Foundation of China (Grant No: 41001060) and the National Science and Technology Plan (Grant No: 2011BAD31B02). The authors gratefully acknowledge the Editor-in-Chief Professor Thomas Glade and two anonymous reviewers for comments on precious versions of this article. The authors are also grateful to Alison Beamish from University of British Columbia for his assistance with improving the language of the manuscript.

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Correspondence to Huitao Shen.

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Wang, X., Shen, H., Zhang, W. et al. Spatial and temporal characteristics of droughts in the Northeast China Transect. Nat Hazards 76, 601–614 (2015). https://doi.org/10.1007/s11069-014-1507-7

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