Abstract
Drought is occurring with increased frequency under climate warming. To understand the behavior of drought and its variation in the future, current and future drought in the twenty-first century over China is discussed. The drought frequency and trend of drought intensity are assessed using the Palmer Drought Severity Index (PDSI), which is calculated based on historical meteorological observations and outputs of the fifth Coupled Model Intercomparison Project (CMIP5) under three representative concentration pathway (RCP) scenarios. The simulation results of drought period, defined by PDSI class, could capture more than 90% of historical drought events. Projection results indicate that drought frequency will increase over China in the twenty-first century under the RCP4.5 and RCP8.5 scenarios. In the mid-twenty-first century (2021–2050), similar patterns of drought frequency are found under the three emission scenarios, and annual drought duration would last 3.5–4 months. At the end of the twenty-first century (2071–2100), annual drought duration could exceed 5 months in northwestern China as well as coastal areas of eastern and southern China under the RCP8.5 scenario. Drought is slightly reduced over the entire twenty-first century under the RCP2.6 scenario, whereas drought hazards will be more serious in most regions of China under the RCP8.5 scenario.
Similar content being viewed by others
References
AghaKouchak A, Nakhijiri N (2012) A near real-time satellite-based global drought climate data. Environ Res Lett 7:1–8
Alexander LV, Zhang X, Peterson TC, Caesar J, Gleason B, Tank AMGK et al (2006) Global observed changes in daily climate extremes of temperature and precipitation. J Geophys Res: Atmos 111:1042–1063
Allen R, Pereira L, Raes D, Smith M (1998) Crop evapotranspiration guidelines for computing crop water requirements, FAO Irrig Drain 56
Chen D, Gao G, Xu CY, Guo J, Ren G (2005) Comparison of the Thornthwaite method and pan data with the standard Penman-Monteith estimates of reference evapotranspiration in Chin. Clim Res 28:123–132
Dai AG (2011) Characteristics and trends in various forms of the palmer drought severity index during 1900–2008. J Geophys Res 116:1248–1256
Dai AG (2013) Increasing drought under global warming in observations and models. Nat Clim Chang 3:52–58
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 Hydrol 5:1117–1130
He B, Lü A, Wu J, Zhao L, Liu M (2011) Drought hazard assessment and spatial characteristics analysis in China. J Geogr Sci 21:235–249
IPCC (2013) Climate change 2013: the physical Science basis. Working group I contribution to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, pp 21–253
Liang YL, Yan XD (2016) Prediction of climate change over China and uncertainty analysis during the 21st century under RCPs. J Trop Meteorol 32:183–192 (in Chinese)
Lloyd-Hughes B, Saunders MA (2002) A drought climatology for Europe. Int J Climatol 22:1571–1592
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, 17–22 January, Anaheim, CA. American Meteorological Society, Boston, pp 179–183
Mishra AK, Singh VP (2009) Analysis of drought severity-area-frequency curves using a general circulation model and scenario uncertainty. J Geophys Res 114:605–617
Mishra AK, Singh VP (2011) Drought modeling—a review. J Hydrol 403:157–175
Murray V, Mcbean GM, Bhatt M, Borsch S, Cheong S, Erian LS, Nadim F, Núñez M, Oyun R, Suarez A (2012) Managing the risks of extreme events and disasters to advance climate change adaptation. J Clin Endocrinol Metab 18:586–599
Nam WH, Hayes MJ, Svoboda MD, Tadesse T, Wilhite DA (2015) Drought hazard assessment in the context of climate change for South Korea. Agric Water Manag 160:106–117
Ntale HK, Gan TY (2003) Drought indices and their application to East Africa. Int J Climatol 23:1335–1357
Palmer WC (1965) Meteorological drought. Office of Climatology Research Paper 45, Weather Bureau, Washington, D.C., 58 pp
Palmer WC (1968) Keeping track of crop moisture conditions, nationwide: the new crop moisture index. Weatherwise 21:156–161
Penalba OC, Rivera JA (2016) Regional aspects of future precipitation and meteorological drought characteristics over southern South America projected by a cmip5 multi-model ensemble. Int J Climatol 36:974–986
Rhee J, Cho J (2016) Future changes in drought characteristics: regional analysis for South Korea under CMIP5 projections. J Hydrol 17:437–451
Roderick ML, Farquhar GD (2002) The cause of decreased pan evaporation over the past 50 years. Science 298:1410–1411
Sabeerali CT, Rao SA, Dhakate AR, Salunke K, Goswami BN (2015) Why ensemble mean projection of south Asian monsoon rainfall by cmip5 models is not reliable? Clim Dyn 45:161–174
Schrier G, Jones PD, Briffa KR (2011) The sensitivity of the PDSI to the Thornthwaite and Penman-Monteith parameterizations for the potential evapotranspiration. J Geophys Res 116:613–632
Shili Y, Jinming F, Wenjie D, Jieming C (2014) Analyses of extreme climate events over China based on CMIP5 historical and future simulations. Adv Atmos Sci 31:1209–1220
Song X, Li L, Fu G, Li J, Zhang A, Liu W, Zhang K (2013) Spatial-temporal variations of spring drought based on spring-composite index values for the Songnen plain, Northeast China. Theor Appl Climatol 116:371–384
Spinoni J, Naumann G, Carrao H, Barbosa P, Vogt J (2014) World drought frequency, duration, and severity for 1951–2010. Int J Climatol 34:2792–2804
Swain S, Hayhoe K (2015) CMIP5 projected changes in spring and summer drought and wet conditions over North America. Clim Dyn 44:2737–2750
Taylor KE, Stouffer RJ, Meehl GA (2012) An overview of CMIP5 and the experiment design. Am Meteorol Soc 93:485–498
Thornthwaite CW (1948) An approach toward a rational classification of climate. Geogr Rev 38:55–94
Trenberth KE, Dai A, Schrier GVD, Jones PD, Barichivich J, Briffa KR et al (2013) Global warming and changes in drought. Nat Clim Chang 4:17–22
Venkataraman K, Tummuri S, Medina A, Perry J (2016) 21st century drought outlook for major climate divisions of texas based on cmip5 multimodel ensemble: implications for water resource management. J Hydrol 534:300–316
Vicente-Serrano SM, Begueria S, Lopez-Moreno J (2010) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. Climate 23:1696–1718
Wanders N, Wada Y (2015) Human and climate impacts on the 21st century hydrological drought. J Hydrol 526:208–220
Wang L, Chen W (2014) A cmip5 multimodel projection of future temperature, precipitation, and climatological drought in China. Int J Climatol 34:2059–2078
Wang XJ, Zhang JY, Shamsuddin S, Amgad E, He RM, Bao ZX, Ali M (2012) Water resources management strategy for adaptation to droughts in China. Mitig Adapt Strat Gl 17:923–937
Wells N, Goddard S, Hayes MJ (2004) A self-calibrating palmer drought severity index. J Clim 17:2335–2351
Xu K, Yang D, Yang H, Li Z, Qin Y, Shen Y (2015) Spatio-temporal variation of drought in china during 1961–2012: a climatic perspective. J Hydrol 526:253–264
Yang T, Zhou X, Yu Z, Krysanova V, Wang B (2014) Drought projection based on a hybrid drought index using artificial neural networks. Hydrol Process 29:2635–2648
Yang X, Ren L, Liu Y, Ma M, Cheng X, Jiang S, Yuan F (2015) Assessment of trends of drought in China from CMIP5. In EGU General Assembly Conference Abstracts 17: 6137
Yin Y, Ma D, Wu S, Pan T (2015) Projections of aridity and its regional variability over China in the mid-21st century. Int J Climatol 35:4387–4398
Zhang B, Zhao X, Jin J, Wu P (2015) Development and evaluation of a physically based multiscalar drought index: The Standardized Moisture Anomaly Index. J Geophys Res: Atmosphere 120:11575–11588
Zhang J, Sun F, Xu J, Chen Y, Sang Y, Liu C (2016) Dependence of trends in and sensitivity of drought over china (1961–2013) on potential evaporation model. Geophys Res Lett 43:206–213
Zhou B, Wen QH, Xu Y, Song L, Zhang X (2014) Projected changes in temperature and precipitation extremes in China by the CMIP5 multimodel ensembles. J Clim 27:6591–6611
Acknowledgments
This study was supported by the National Natural Science Foundation of Guangxi, China (Grant No. 2014GXNSFBA118094 and 2015GXNSFAA139243), the National Natural Science Foundation of China (Grant No. 41565005 and 41401037), the major Science and Technology Project of Guangxi, China (Grant No. GKAB16380267), the Guangxi Refined Forecast Service Innovation Team, and the National Basic Research Program of China (973 Program) (Grant No. 2012CB95570003). We wish to thank the editors and reviewers for their invaluable comments and constructive suggestions to improve the quality of the manuscript.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Liang, Y., Wang, Y., Yan, X. et al. Projection of drought hazards in China during twenty-first century. Theor Appl Climatol 133, 331–341 (2018). https://doi.org/10.1007/s00704-017-2189-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00704-017-2189-3