Skip to main content

Advertisement

Log in

Projection of snow cover changes over China under RCP scenarios

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

Snow cover changes in the middle (2040–2059) and end (2080–2099) of the twenty-first century over China were investigated with a regional climate model, nested within the global model BCC_CSM1.1. The simulations had been conducted for the period of 1950–2099 under the RCP4.5 and RCP8.5 scenarios. Results show that the model perform well in representing contemporary (1986–2005) spatial distributions of snow cover days (SCDs) and snow water equivalent (SWE). However, some differences between observation and simulation were detected. Under the RCP4.5 scenarios, SCDs are shortened by 10–20 and 20–40 days during the middle and end of the twenty-first century, respectively. Whereas simulated SWE is lowered by 0.1–10 mm in most areas over the Tibetan Plateau (TP). On the other hand, the spatial distributions of SWE are reversed between the middle and end terms in the northeast China. Furthermore, compared with the changes of RCP4.5 scenario, SCDs are reduced by 5–20 days in the middle period under RCP8.5 scenario with even larger decreasing amplitude in the end term. SWE was lowered by 0.1–2.5 mm in most areas except the northeast of China in middle term under RCP8.5 scenario. The great center of SCDs and SWE changes are always located over TP. The regional mean of SCDs and SWE for the TP and for China display a declining trend from 2006 to 2099 with more pronounced changes in the TP than in China as a whole. Under the RCP8.5 scenario, the changes are enhanced compared to those under RCP4.5.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  • ACIA (2004) Arctic climate impact assessment (ACIA): impact of a warming arctic. Cambridge University of Press, New York

    Google Scholar 

  • Arakawa A, Schubert WH (1974) Interaction of a cumulus cloud ensemble with the large-scale environment, Part I. J Atmos Sci 31(3):674–701

    Article  Google Scholar 

  • Armstrong RL et al (2007) Global Monthly EASE-Grid Snow Water Equivalent Climatology. National Snow and Ice Data Center. Digital media, Boulder, CO

    Google Scholar 

  • Che T (2006) Study on passive microwave remote sensing of snow and snow data assimilation method. Doctoral dissertation, Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou, 105 pp. (In Chinese)

  • Che T et al (2008) Snow depth derived from passive microwave remote-sensing data in China. Ann Glaciol 49 (1):145–154 (10)

    Google Scholar 

  • Collins WD et al (2004) Description of the NCAR community atmosphere model (CAM3). Technical report NCAR/TN-464 + STR, National Center for Atmospheric Research, Boulder, Colorado, 226 pp

  • Dan L et al (2002) Climate simulations based on a different-grid nested and coupled model. Adv Atmos Sci 19(3):487–499

    Article  Google Scholar 

  • Dash SK et al (2005) Response of the Indian summer monsoon circulation and rainfall to seasonal snow depth anomaly over Eurasia. Clim Dyn 24:1–10

    Article  Google Scholar 

  • Dickinson RE et al (1993) Biosphere-atmosphere transfer scheme (BATS) version1e as coupled to the NCAR community climate model. NCAR Tech. Note NCAR/TN-387 + STR, National Center for Atmospheric Research

  • Falarz M (2002) Long-term variability in reconstructed and observed snow cover over the last 100 winter seasons in Cracow and Zakopane (South Poland). Clim Res 19(3):247–256

    Article  Google Scholar 

  • Fasullo J (2004) A stratified diagnosis of the Indian Monsoon-Eurasian snow cover relationship. J Clim 17:1110–1122

    Article  Google Scholar 

  • Gao XJ et al (2001) Climate change due to greenhouse effects in China as simulated by a regional climate model. Adv Atmos Sci 18(6):1224–1230

    Article  Google Scholar 

  • Gao XJ et al (2002) Changes of extreme events in regional climate simulations over East Asia. Adv Atmos Sci 19(5):927–942

    Article  Google Scholar 

  • Gao XJ et al (2006) Projected changes in mean and extreme precipitation over the Mediterranean region from a high resolution double nested RCM simulation. Geophys Res Lett 33:L03706. doi:10.1029/2005GL024954

    Article  Google Scholar 

  • Gao XJ et al (2007) Simulation of land use effects on climate in China by RegCM3. Sci China Ser D-Earth Sci 50:620–628

    Article  Google Scholar 

  • Gao XJ et al (2008) Reduction of future monsoon precipitation over China: comparison between a high resolution RCM simulation and the driving GCM. Meteor Atmos Phys 100:73–86

    Article  Google Scholar 

  • Gao XJ et al (2011) A high resolution simulation of climate change over China. Sci China Earth Sci 54:462–472

    Article  Google Scholar 

  • Gao XJ et al (2012) Uncertainties in monsoon precipitation projections over China: results from two high-resolution RCM simulations. Climate Res 52:213–226

    Article  Google Scholar 

  • Giorgi F et al (1993a) Development of a second-generation regional climate model (RegCM2). Part I: boundary-layer and radiative transfer processes. Mon Weather Rev 121:2794–2813

    Article  Google Scholar 

  • Giorgi F et al (1993b) Development of a second-generation regional climate model (RegCM2). Part II: convective processes and assimilation of lateral boundary conditions. Mon Weather Rev 121:2814–2832

    Article  Google Scholar 

  • Giorgi F et al (2009) Addressing climate information needs at the regional level. The CORDEX framework. WMO Bull 58(3):175–183

    Google Scholar 

  • Giorgi F et al (2012) RegCM4: model description and preliminary tests over multiple CORDEX domains. Clim Res 52:7–29

    Article  Google Scholar 

  • Gong G et al (2003) Relative impacts of Siberian and North American snow anomalies on the winter Arctic Oscillation. Geophys Res Lett 30(16):1848. doi:10.1029/2003GL017749

    Article  Google Scholar 

  • Grell GA (1993) Prognostic evaluation of assumptions used by cumulus parameterizations. Mon Weather Rev 121:764–787

    Article  Google Scholar 

  • Griffies SM et al (2004) A technical guide to MOM4. GFDL Ocean group technical report no. 5. NOAA/Geophysical Fluid Dynamics Laboratory, 371 pp

  • Groisman PY et al (2004) Contemporary changes of the hydrological cycle over the contiguous United States: Trends derived from the situ observations. J Hydrometeorol 5:64–85

    Google Scholar 

  • Holtslag AAM et al (1990) A high resolution air mass transformation model for short-range weather forecasting. Mon Weather Rev 118:1561–1575

    Article  Google Scholar 

  • IPCC (2007) Summary for policymaker of climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of intergovernmental panel on climate change. Cambridge University Press, Cambridge

    Google Scholar 

  • Ji JJ (1995) A climate-vegetation interaction model: simulating physical and biological processes at the surface. J Biogeogr. doi:10.2307/2845941

    Google Scholar 

  • Ji ZM (2012) Simulation of the climate change over China under RCPs scenarios by a high resolution regional climate model. Doctoral dissertation, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, 137 pp (In Chinese)

  • Ji ZM et al (2010) Simulation of the aerosols over Asia and its climate effect on China. Chin J Atmos Sci 34(2):262–274 (In Chinese)

    Google Scholar 

  • Ji ZM et al (2011) Simulation of anthropogenic aerosols over South Asia and their effects on Indian summer monsoon. Clim Dyn 36:1633–1647

    Article  Google Scholar 

  • Ju LX et al (2007) Simulation of the Last Glacial Maximum climate over East Asia with a regional climate model nested in a general circulation model. Palaeogeogr Palaeoclimatol Palaeoecol 248:376–390

    Article  Google Scholar 

  • Kang SC et al (2010) Review of climate and cryospheric change in the Tibetan Plateau. Environ Res Lett. doi:10.1088/1748-9326/5/1/015101

    Google Scholar 

  • Li PJ (1999) Variation of snow water resources in northwestern China, 1951–1997. Sci China Ser D-Earth Sci 42 (S1), 72-79 (In Chinese)

  • Ma LJ et al (2010) Analysis of air temperature sensitivity of snow cover days on the Qinghai-Tibetan Plateau. Adv Clim Change Res 6(1):1–7

    Google Scholar 

  • Ma LJ et al (2011) Snow water equivalent over Eurasia in next 50 years projected by CMIP3 models. J Glaciol Geocryol 33(4):707–720 In Chinese

    Google Scholar 

  • Moss R et al (2008) Towards new scenarios for analysis of emissions, climate change, impacts, and response strategies. Intergovernmental Panel on Climate Change, Geneva

    Google Scholar 

  • Mote PW (2006) Climate-driven variability and trends in mountain snowpack in west North American. J Clim 19(23):6209–6220

    Article  Google Scholar 

  • Nakicenovic N et al (2000) Special report on emissions scenarios: a special report of working group III of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, UK

    Google Scholar 

  • Pal JS et al (2007) Regional climate modeling for the developing world: the ICTP RegCM3 and RegCNET. Bull Am Meteorol Soc 88(9):1395–1409

    Article  Google Scholar 

  • Qin DH (ed) (2002) Assessment on the environment change of West China. Science Press, Beijing In Chinese

    Google Scholar 

  • Qin DH et al (2006) Snow cover distribution, variability, and response to climate change in western China. J Clim 19(9):1820–1833

    Article  Google Scholar 

  • Scherrer SC et al (2004) Trends in Swiss alpine snow days—the role of local and large scale climate variability. Geophys Res Lett 31:L13215. doi:10.1029/2004GL020255

    Article  Google Scholar 

  • Shi Y (2010) A high resolution climate change simulation of the 21st century over East Asia by RegCM3. Doctoral dissertation, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, 118 pp (In Chinese)

  • Shi Y et al (2011) Changes in snow cover China in the 21st century as simulated by a high resolution regional climate model. Environ Res Lett. doi:10.1088/1748-9326/6/4/045401

    Google Scholar 

  • Stewart IT et al (2005) Changes towards earlier streamflow timing across western North American. J Clim 18:1136–1155

    Article  Google Scholar 

  • Sun JQ et al (2010) Spatial–temporal features of intense snowfall events in China and their possible change. J Geophys Res 115:D16110

    Google Scholar 

  • Sylla MB et al (2010) Multiyear simulation of the African climate using a regional climate model (RegCM3) with the high resolution ERA-interim reanalysis. Clim Dyn 35:231–247

    Article  Google Scholar 

  • Vojtek M et al (2003) Some selected snow climate trends in Slovakia with respect to altitude. Acta Meteorologica Universitatis Comenianae 32:17–27

    Google Scholar 

  • Wang CH et al (2010) A prediction of snow cover depth in the northern Xinjiang in the next 50 years. J Glaciol Geocryol 32(6):1059–1065 (In Chinese)

    Google Scholar 

  • Wu TW (2011) A mass-flux cumulus parameterization scheme for large-scale models: description and test with observations. Clim Dyn. doi:10.1007/s00382-011-0995-3

    Google Scholar 

  • Wu J (2012) Regional climate change simulations and uncertainty analysis over CORDEX-East Asia region. Doctoral dissertation, Chinese Academy of Meteorology Sciences, Beijing, 124 pp (In Chinese)

  • Wu TW et al (2010) The Beijing Climate Center atmospheric general circulation model: description and its performance for the present-day climate. Clim Dyn 34(1):123–147

    Article  Google Scholar 

  • Xie PP et al (2007) A gauge-based analysis of daily precipitation over East Asia. J Hydrol 8(3):607–626

    Google Scholar 

  • Xu BQ et al (2009) Black soot and the survival of Tibetan glaciers. Proc Nat Acad Sci USA 106(52):2114–2118

    Article  Google Scholar 

  • You QL et al (2011) Changes of snow depth and snow day in the eastern and central Tibetan Plateau from observational data. Clim Res 46:171–183. doi:10.3354/cr00985

    Article  Google Scholar 

  • Zhang YS et al (2004) Decadal change of the spring snow depth over the Tibetan Plateau: the associated circulation and influence on the East Asian summer monsoon. J Clim 17:2780–2793

    Article  Google Scholar 

  • Zhang DF et al (2009) Simulation of dust aerosol and its regional feedbacks over East Asia using a regional climate model. Atmos Chem Phys 9:1095–1110

    Article  Google Scholar 

  • Zhang DF et al (2010) Agriculture-derived land use effects on climate over China as simulated by a regional climate model. ACTA Meteorologica Sinica 24(2):215–224

    Google Scholar 

  • Zhang L et al (2011) Changes in precipitation extremes over Eastern China simulated by the Beijing Climate Center Climate System Model (BCC_CSM1.0). Clim Res 50:227–245

    Article  Google Scholar 

Download references

Acknowledgments

This study was supported by the Globe Change Research Program of China (2010CB951401) and National Nature Science Foundation of China (41190081, 40830743). We thank Dr. Xiaoge Xin for providing the outputs of BCC_CSM1.1, and Ms. Zoe Lucia Lüthi for suggestions of the written English.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Shichang Kang.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ji, Z., Kang, S. Projection of snow cover changes over China under RCP scenarios. Clim Dyn 41, 589–600 (2013). https://doi.org/10.1007/s00382-012-1473-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-012-1473-2

Keywords

Navigation