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Influence of snow cover changes on surface radiation and heat balance based on the WRF model

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Abstract

The snow cover extent in mid-high latitude areas of the Northern Hemisphere has significantly declined corresponding to the global warming, especially since the 1970s. Snow-climate feedbacks play a critical role in regulating the global radiation balance and influencing surface heat flux exchange. However, the degree to which snow cover changes affect the radiation budget and energy balance on a regional scale and the difference between snow-climate and land use/cover change (LUCC)-climate feedbacks have been rarely studied. In this paper, we selected Heilongjiang Basin, where the snow cover has changed obviously, as our study area and used the WRF model to simulate the influences of snow cover changes on the surface radiation budget and heat balance. In the scenario simulation, the localized surface parameter data improved the accuracy by 10 % compared with the control group. The spatial and temporal analysis of the surface variables showed that the net surface radiation, sensible heat flux, Bowen ratio, temperature and percentage of snow cover were negatively correlated and that the ground heat flux and latent heat flux were positively correlated with the percentage of snow cover. The spatial analysis also showed that a significant relationship existed between the surface variables and land cover types, which was not obviously as that for snow cover changes. Finally, six typical study areas were selected to quantitatively analyse the influence of land cover types beneath the snow cover on heat absorption and transfer, which showed that when the land was snow covered, the conversion of forest to farmland can dramatically influence the net radiation and other surface variables, whereas the snow-free land showed significantly reduced influence. Furthermore, compared with typical land cover changes, e.g., the conversion of forest into farmland, the influence of snow cover changes on net radiation and sensible heat flux were 60 % higher than that of land cover changes, indicating the importance of snow cover changes in the surface-atmospheric feedback system.

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References

  • Anderson DE (1968) Development and testing of snowpack energy balance equations. Water Resour Res 4:19–37

    Article  Google Scholar 

  • Anderson EA (1976) A point energy and mass balance model of snow cover. NWS Technical Report 19. National Oceanic and Atmospheric Administration: Washington, DC, 150 pp

  • Barry R, Gran TY (2011) The global cryosphere: past, present and future. Cambridge University Press, Cambridge, p. 498

    Book  Google Scholar 

  • Bartelt P, Lehning M (2002) A physical SNOWPACK model for the Swiss avalanche warning: part I: numerical model. Cold Reg Sci Technol 35:123–145

    Article  Google Scholar 

  • Betts AK, Ball JH (1997) Albedo over the boreal forest. J Geophys Res-Atmos 102(D24):28901–28909

    Article  Google Scholar 

  • Brown RD (2000) Northern hemisphere snow cover variability and change, 1915-97. J Clim 13(13):2339–2355

    Article  Google Scholar 

  • Brown RD, Robinson DA (2011) Northern hemisphere spring snow cover variability and change over 1922–2010 including an assessment of uncertainty. Cryosphere 5:219–229

    Article  Google Scholar 

  • Bruland O, Marechal D, Sand K (2001) Energy and water balance studies of a snow cover during snowmelt period at a high arctic site. Theor Appl Climatol 70(1–4):53–63

    Article  Google Scholar 

  • Brun EE, Martin V, Simon C, et al. (1989) An energy and mass balance model of snow cover suitable for operational avalanche forecasting. J Glaciol 35:333–342

    Article  Google Scholar 

  • Callaghan TV, Johansson M, Anisimov O et al (2011) Chapter 5, changing permafrost and its impacts. Snow, Water, Ice and Permafrost in the Arctic (SWIPA), Arctic Monitoring and Assessment Program (AMAP)

  • Chen F, Dudhia J (2001) Coupling an advanced land surface-hydrology model with the Penn State-NCAR MM5 modelling system. Part I: model implementation and sensitivity. Mon Weather Rev 129:569–585

    Article  Google Scholar 

  • Déry SJ, Brown RD (2007) Recent northern hemisphere snow cover extent trends and implications for the snow-albedo-feedback. Geophys Res Lett 34:L22504

    Article  Google Scholar 

  • Dye DG (2002) Variability and trends in the annual snow-cover cycle in northern hemisphere land areas, 1972-2000. Hydrol Process 16(15):3065–3077

    Article  Google Scholar 

  • Euskirchen ES, Mcguire AD, Chapin FS (2007) Energy feedbacks of northern high-latitude ecosystems to the climate system due to reduced snow cover during twentieth century warming. Glob Chang Biol 13(11):2425–2438

    Article  Google Scholar 

  • Fernandes R, Zhao HX, Wang XJ, et al. (2009) Controls on northern hemisphere snow albedo feedback quantified using satellite earth observations. Geophys Res Lett 36:L21702

    Article  Google Scholar 

  • Flanner MG, Shell KM, Barlage M, et al. (2011) Radiative forcing and albedo feedback from the northern hemisphere cryosphere between 1979 and 2008. Nat Geosci 4:151–155

    Article  Google Scholar 

  • Gent PR, Danabasoglu G, Donner LJ, et al. (2011) The community climate system model version 4. J Clim 24(19):4973–4991

    Article  Google Scholar 

  • Gray DM (1970) Handbook on the principles of hydrology. Water Information Center, Inc, NY

    Google Scholar 

  • Groisman PY, Karl TR, Knight RW, et al. (1994) Changes of snow cover, temperature, and radiative heatbalance over the northern-hemisphere. J Clim 7:1633–1656

    Article  Google Scholar 

  • Hall A, Qu X (2006) Using the current seasonal cycle to constrain snow albedo feedback in future climate change. Geophys Res Lett 33:L03502

    Google Scholar 

  • IPCC (2013) Climate change 2013: the physical science basis (contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change). In: Stocker TF, Qin D, Plattner GK, et al. (eds) . Cambridge University Press, Cambridge/New York, p. 1535

    Google Scholar 

  • Jordan RE (1991) A one-dimensional temperature model for a snow cover: technical documentation for SNTHERM.89.CRREL Special Rep. 91–16, 49 pp

  • Kane DL, Gieck RE, Hinzmann LD (1997) Snowmelt modelling at small Alaskan Arctic watershed. J Hydrol Eng 2(4):204–210

    Article  Google Scholar 

  • Karl TR, Groisman PY, Knight RW, et al. (1993) Recent variations of snow cover and snowfall in North-America and their relation to precipitation and temperature-variations. J Clim 6(7):1327–1344

    Article  Google Scholar 

  • Pomeroy JW, Essery RLH (1999) Turbulent fluxes during blowing snow: field tests of model sublimation predictions. Hydrol Process 13:2963–2975

    Article  Google Scholar 

  • Rodell M, Houser PR (2004) Updating a land surface model with MODIS-derived snow cover. J Hydrometeorol 5(6):1064–1075

    Article  Google Scholar 

  • Shell KM, Kiehl JT, Shields CA (2008) Using the radiative kernel technique to calculate climate feedbacks in NCAR’s community atmospheric model. J Clim 21:2269–2282

    Article  Google Scholar 

  • Skamarock WC, Klemp J B, Dudhia J et al (2008) A description of the advanced research WRF Version 3. Ncar Technical Note, NCAR/TN-475 + STR

  • Smirnova TG, Brown JM, Benjamin SG, et al. (2000) Parameterization of cold-season processes in the MAPS. J Geophys Res 105:4077–4086

    Article  Google Scholar 

  • Sterk HAM, Steeneveld GJ, Holtslag AAM (2013) The role of snow-surface coupling, radiation, and turbulent mixing in modeling a stable boundary layer over Arctic sea ice. J Geophys Res-Atmos 118(3):1199–1217

    Article  Google Scholar 

  • Strack JE, Pielke RA, Adegoke J (2003) Sensitivity of model-generated daytime surface heat fluxes over snow to land-cover changes. J Hydrometeorol 4(1):24–42

    Article  Google Scholar 

  • Swenson SC, Lawrence DM (2012) A new fractional snow-covered area parameterization for the community land model and its effect on the surface energy balance. J Geophys Res-Atmos 117(D21):21107

    Article  Google Scholar 

  • Trenberth KE, Fasullo JT (2009) Global warming due to increasing absorbed solar radiation. Geophys Res Lett 36:L07706

    Article  Google Scholar 

  • Winton M (2006) Surface albedo feedback estimates for the AR4 climate models. J Clim 19:359–365

    Article  Google Scholar 

  • Yu ET (2013) High-resolution seasonal snowfall simulation over Northeast China. Chin Sci Bull 58(8):690–698

    Google Scholar 

  • Yu LX, Zhang SW, Tang JM, et al. (2015) The effect of deforestation on the regional temperature in northeastern China. Theor Appl Climatol 120(3–4):761–771

    Article  Google Scholar 

  • Zaitchik BF, Rodell M (2009) Forward-looking assimilation of MODIS-derived snow-covered area into a land surface model. J Hydrometeorol 10(1):130–148

    Article  Google Scholar 

Download references

Acknowledgments

This study was funded under the project “Study on the digital reconstruction of land use change and its vulnerability in the agriculture and forestry ecotone in northeast China over the past century” of the National Natural Science Foundation of China (No. 41271416). We thank the anonymous reviewers for their valuable and constructive comments.

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Correspondence to Shuwen Zhang.

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Yu, L., Liu, T., Bu, K. et al. Influence of snow cover changes on surface radiation and heat balance based on the WRF model. Theor Appl Climatol 130, 205–215 (2017). https://doi.org/10.1007/s00704-016-1856-0

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  • DOI: https://doi.org/10.1007/s00704-016-1856-0

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