Characterization of the simulated regional snow albedo feedback using a regional climate model over complex terrain

Journal of Climate

Volumn 28, Issue 19, 2015, Pages 7576-7595

  Letcher, Theodore W ^a   Minder, Justin R ^a  

^a STATE UNIVERSITY OF NEW YORK   (United States)

Author keywords

Albedo; Atmosphere land interaction; Climate change; Feedback; Mesoscale processes; Snow cover

Indexed keywords

ATMOSPHERIC MOVEMENTS; BUDGET CONTROL; CLIMATE MODELS; FEEDBACK; GLOBAL WARMING; LANDFORMS; SNOW; SOLAR RADIATION;

ALBEDO; ATMOSPHERE-LAND INTERACTIONS; HORIZONTAL GRID SPACING; MESOSCALE PROCESS; REGIONAL CLIMATE CHANGES; REGIONAL CLIMATE MODEL SIMULATION; REGIONAL CLIMATE MODELING; SNOW COVERS;

CLIMATE CHANGE;

ALBEDO; ATMOSPHERE-BIOSPHERE INTERACTION; CLIMATE CHANGE; CLIMATE MODELING; COMPLEX TERRAIN; MESOSCALE METEOROLOGY; REGIONAL CLIMATE; SNOW COVER; THERMODYNAMICS;

COLORADO; UNITED STATES;

EID: 84947736891     PISSN: 08948755     EISSN: None     Source Type: Journal    
DOI: 10.1175/JCLI-D-15-0166.1     Document Type: Article

References (58)

1. Barlage, M., and Coauthors, 2010: Noah land surface model modifications to improve snowpack prediction in the Colorado Rocky Mountains. J. Geophys. Res., 115, D22101, doi:10.1029/2009JD013470.
2. Bossert, J. E., and W. R. Cotton, 1994: Regional-scale flows in mountainous terrain. Part I: A numerical and observational comparison. Mon. Wea. Rev., 122, 1449-1471, doi:10.1175/1520-0493(1994)122<1449:RSFIMT>2.0.CO;2.
3. Cess, R., and Coauthors, 1991: Interpretation of snow-climate feedback as produced by 17 general circulation models. Science, 253, 888-892, doi:10.1126/science.253.5022.888.
4. Chen, F., and J. Dudhia, 2001: Coupling an advanced land surfacehydrology model with the Penn State-NCAR MM5 modeling system. Part I: Model implementation and sensitivity. Mon. Wea. Rev., 129, 569-585, doi:10.1175/1520-0493(2001)129<0569:CAALSH>2.0.CO;2.
5. Chen, F., C. Liu, J. Dudhia, and M. Chen, 2014a: A sensitivity study of high-resolution regional climate simulations to three land surface models over the western United States. J. Geophys. Res. Atmos., 119, 7271-7291, doi:10.1002/2014JD021827.
6. Chen, F., and Coauthors, 2014b: Modeling seasonal snowpack evolution in the complex terrain and forested Colorado Headwaters region: A model intercomparison study. J. Geophys. Res. Atmos., 119, 13 795-13 819, doi:10.1002/2014JD022167.
7. Christensen, N. S., and D. P. Lettenmaier, 2007: A multimodel ensemble approach to assessment of climate change impacts on the hydrology and water resources of the Colorado River Basin. Hydrol. Earth Syst. Sci., 11, 1417-1434, doi:10.5194/hess-11-1417-2007.
8. Christensen, N. S., A. W. Wood, N. Voisin, D. P. Lettenmaier, and R. N. Palmer, 2004: The effects of climate change on the hydrology and water resources of the Colorado River basin. Climatic Change, 62, 337-363, doi:10.1023/B:CLIM.0000013684.13621.1f.
9. Colman, R., 2003: A comparison of climate feedbacks in general circulation models. Climate Dyn., 20, 865-873, doi:10.1007/s00382-003-0310-z.
10. Donohoe, A., and D. S. Battisti, 2011: Atmospheric and surface contributions to planetary albedo. J. Climate, 24, 4402-4418, doi:10.1175/2011JCLI3946.1.
11. Ek, M., K. Mitchell, Y. Lin, E. Rogers, P. Grunmann, V. Koren, G. Gayno, and J. Tarpley, 2003: Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model. J. Geophys. Res., 108, 8851, doi:10.1029/2002JD003296.
12. Elsner, M. M., and Coauthors, 2010: Implications of 21st century climate change for the hydrology of Washington State. Climatic Change, 102, 225-260, doi:10.1007/s10584-010-9855-0.
13. Feldl, N., and G. Roe, 2013a: Four perspectives on climate feedbacks. Geophys. Res. Lett., 40, 4007-4011, doi:10.1002/grl.50711.
14. Feldl, N., and G. Roe, 2013b: The nonlinear and nonlocal nature of climate feedbacks. J. Climate, 26, 8289-8304, doi:10.1175/JCLI-D-12-00631.1.
15. Fernandes, R., H. Zhao, X. Wang, J. Key, X. Qu, and A. Hall, 2009: Controls on Northern Hemisphere snow albedo feedback quantified using satellite Earth observations. Geophys. Res. Lett., 36, L21702, doi:10.1029/2009GL040057.
16. Fletcher, C. G., H. Zhao, P. J. Kushner, and R. Fernandes, 2012: Using models and satellite observations to evaluate the strength of snow albedo feedback. J. Geophys. Res., 117, D11117, doi:10.1029/2012JD017724.
17. Fyfe, J. C., and G. M. Flato, 1999: Enhanced climate change and its detection over the Rocky Mountains. J. Climate, 12, 230-243, doi:10.1175/1520-0442-12.1.230.
18. Gao, Y., J. A. Vano, C. Zhu, and D. P. Lettenmaier, 2011: Evaluating climate change over the Colorado River basin using regional climate models. J. Geophys. Res., 116, D13104, doi:10.1029/2010JD015278.
19. Giorgi, F., J. W. Hurrell, M. R. Marinucci, and M. Beniston, 1997: Elevation dependency of the surface climate change signal: A model study. J. Climate, 10, 288-296, doi:10.1175/1520-0442(1997)010<0288:EDOTSC>2.0.CO;2.
20. Hall, A., 2004: The role of surface albedo feedback in climate. J. Climate, 17, 1550-1568, doi:10.1175/1520-0442(2004)017<1550:TROSAF>2.0.CO;2.
21. Hall, A., and X. Qu, 2006: Using the current seasonal cycle to constrain snow albedo feedback in future climate change. Geophys. Res. Lett., 33, L03502, doi:10.1029/2005GL025127.
22. Hall, A., and X. Qu, and J. Neelin, 2008: Improving predictions of summer climate change in the United States. Geophys. Res. Lett., 35, L01702, doi:10.1029/2007GL032012.
23. Ikeda, K., and Coauthors, 2010: Simulation of seasonal snowfall over Colorado. Atmos. Res., 97, 462-477, doi:10.1016/j.atmosres.2010.04.010.
24. Im, E.-S., E. Coppola, F. Giorgi, and X. Bi, 2010: Local effects of climate change over the alpine region: A study with a high resolution regional climate model with a surrogate climate change scenario. Geophys. Res. Lett., 37, L05704, doi:10.1029/2009GL041801.
25. IPCC, 2000: Emissions Scenarios. Cambridge University Press, 570 pp.
26. Kapnick, S., and A. Hall, 2012: Causes of recent changes in western North American snowpack. Climate Dyn., 38, 1885-1899, doi:10.1007/s00382-011-1089-y.
27. Klos, P. Z., T. E. Link, and J. T. Abatzoglou, 2014: Extent of the rain-snow transition zone in the western U.S. under historic and projected climate. Geophys. Res. Lett., 41, 4560-4568, doi:10.1002/2014GL060500.
28. Koren, V., J. Schaake, K. Mitchell, Q.-Y. Duan, F. Chen, and J. Baker, 1999: A parameterization of snowpack and frozen ground intended for NCEP weather and climate models. J. Geophys. Res., 104, 19 569-19 585, doi:10.1029/1999JD900232.
29. Kotlarski, S., T. Bosshard, D. Lüthi, P. Pall, and C. Schär, 2012: Elevation gradients of European climate change in the regional climate model COSMO-CLM. Climatic Change, 112, 189-215, doi:10.1007/s10584-011-0195-5.
30. Leung, L. R., and Y. Qian, 2003: The sensitivity of precipitation and snowpack simulations to model resolution via nesting in regions of complex terrain. J. Hydrometeor., 4, 1025-1043, doi:10.1175/1525-7541(2003)004<1025:TSOPAS>2.0.CO;2.
31. Mass, C. F., D. Ovens, K. Westrick, and B. A. Colle, 2002: Does increasing horizontal resolution produce more skillful forecasts? Bull. Amer. Meteor. Soc., 83, 407-430, doi:10.1175/1520-0477(2002)083<0407:DIHRPM>2.3.CO;2.
32. Merlis, T. M., 2014: Interacting components of the top-ofatmosphere energy balance affect changes in regional surface temperature. Geophys. Res. Lett., 41, 7291-7297, doi:10.1002/2014GL061700.
33. Minder, J. R., D. R. Durran, and G. H. Roe, 2011: Mesoscale controls on the mountainside snow line. J. Atmos. Sci., 68, 2107-2127, doi:10.1175/JAS-D-10-05006.1.
34. Mote, P. W., A. F. Hamlet, M. P. Clark, and D. P. Lettenmaier, 2005: Declining mountain snowpack in western North America. Bull. Amer. Meteor. Soc., 86, 39-49, doi:10.1175/BAMS-86-1-39.
35. Nolin, A. W., and C. Daly, 2006: Mapping at risk snow in the Pacific Northwest. J. Hydrometeor., 7, 1164-1171, doi:10.1175/JHM543.1.
36. Oaida, C. M., Y. Xue, M. G. Flanner, S. M. Skiles, F. De Sales, and T. H. Painter, 2015: Improving snow albedo processes in wrf/ssib regional climate model to assess impact of dust and black carbon in snow on surface energy balance and hydrology over western U.S. J. Geophys. Res. Atmos., 120, 3228-3248, doi:10.1002/2014JD022444.
37. Painter, T. H., A. P. Barrett, C. C. Landry, J. C. Neff, M. P. Cassidy, C. R. Lawrence, K. E. McBride, and G. L. Farmer, 2007: Impact of disturbed desert soils on duration of mountain snow cover. Geophys. Res. Lett., 34, L12502, doi:10.1029/2007GL030284.
38. Painter, T. H., K. Rittger, C. McKenzie, P. Slaughter, R. E. Davis, and J. Dozier, 2009: Retrieval of subpixel snow covered area, grain size, and albedo from MODIS. Remote Sens. Environ., 113, 868-879, doi:10.1016/j.rse.2009.01.001.
39. Painter, T. H., J. S. Deems, J. Belnap, A. F. Hamlet, C. C. Landry, and B. Udall, 2010: Response of Colorado River runoff to dust radiative forcing in snow. Proc. Natl. Acad. Sci. USA, 107, 17 125-17 130, doi:10.1073/pnas.0913139107.
40. Pierce, D. W., and Coauthors, 2008: Attribution of declining western US snowpack to human effects. J. Climate, 21, 6425-6444, doi:10.1175/2008JCLI2405.1.
41. Porter, D. F., J. J. Cassano, and M. C. Serreze, 2011: Analysis of the Arctic atmospheric energy budget in WRF: A comparison with reanalyses and satellite observations. J. Geophys. Res., 116, D22108, doi:10.1029/2011JD016622.
42. Qian, Y., M. Flanner, L. Leung, and W. Wang, 2011: Sensitivity studies on the impacts of Tibetan Plateau snowpack pollution on the Asian hydrological cycle and monsoon climate. Atmos. Chem. Phys., 11, 1929-1948, doi:10.5194/acp-11-1929-2011.
43. Qu, X., and A. Hall, 2007: What controls the strength of snowalbedo feedback? J. Climate, 20, 3971-3981, doi:10.1175/JCLI4186.1.
44. Qu, X., and A. Hall, 2014: On the persistent spread in snowalbedo feedback. Climate Dyn., 42, 69-81, doi:10.1007/s00382-013-1774-0.
45. Randall, D. A., and Coauthors, 1994: Analysis of snow feedbacks in 14 general circulation models. J. Geophys. Res., 99, 20 757-20 771, doi:10.1029/94JD01633.
46. Rasmussen, R., and Coauthors, 2011: High-resolution coupled climate runoff simulations of seasonal snowfall over Colorado: A process study of current and warmer climate. J. Climate, 24, 3015-3048, doi:10.1175/2010JCLI3985.1.
47. Rasmussen, R., and Coauthors, 2014: Climate change impacts on the water balance of the Colorado Headwaters: High-resolution regional climate model simulations. J. Hydrometeor., 15, 1091-1116, doi:10.1175/JHM-D-13-0118.1.
48. Roe, G., 2009: Feedbacks, timescales, and seeing red. Annu. Rev. Earth Planet. Sci., 37, 93-115, doi:10.1146/annurev.earth.061008.134734.
49. Salathé, E. P., Jr., R. Steed, C. F. Mass, and P. H. Zahn, 2008: A high-resolution climate model for the U.S. Pacific Northwest: Mesoscale feedbacks and local responses to climate change. J. Climate, 21, 5708-5726, doi:10.1175/2008JCLI2090.1.
50. Schär, C., C. Frei, D. Lüthi, and H. C. Davies, 1996: Surrogate climate-change scenarios for regional climate models. Geophys. Res. Lett., 23, 669-672, doi:10.1029/96GL00265.
51. Skamarock, W., and Coauthors, 2008: A description of the Advanced Research WRF version 3. NCAR Tech. Note NCAR/TN-4751STR, 113 pp. [Available online at http://www.mmm.ucar.edu/wrf/users/docs/arw_v3_bw.pdf.].
52. Soden, B. J., I. M. Held, R. Colman, K. M. Shell, J. T. Kiehl, and C. A. Shields, 2008: Quantifying climate feedbacks using radiative kernels. J. Climate, 21, 3504-3520, doi:10.1175/2007JCLI2110.1.
53. Taylor, K., M. Crucifix, P. Braconnot, C. Hewitt, C. Doutriaux, A. Broccoli, J. Mitchell, and M. Webb, 2007: Estimating shortwave radiative forcing and response in climate models. J. Climate, 20, 2530-2543, doi:10.1175/JCLI4143.1.
54. Trenberth, K., J. Caron, and D. Stepaniak, 2001: The atmospheric energy budget and implications for surface fluxes and ocean heat transports. Climate Dyn., 17, 259-276, doi:10.1007/PL00007927.
55. Vano, J. A., T. Das, and D. P. Lettenmaier, 2012: Hydrologic sensitivities of Colorado River runoff to changes in precipitation and temperature. J. Hydrometeor., 13, 932-949, doi:10.1175/JHM-D-11-069.1.
56. Whiteman, C. D., S. Zhong, W. J. Shaw, J. M. Hubbe, X. Bian, and J. Mittelstadt, 2001: Cold pools in the Columbia Basin. Wea. Forecasting, 16, 432-447, doi:10.1175/1520-0434(2001)016<0432:CPITCB>2.0.CO;2.
57. Wigmosta, M. S., L. W. Vail, and D. P. Lettenmaier, 1994: A distributed hydrology-vegetation model for complex terrain. Water Resour. Res., 30, 1665-1680, doi:10.1029/94WR00436.
58. Wrzesien, M. L., T. M. Pavelsky, S. B. Kapnick, M. T. Durand, and T. H. Painter, 2015: Evaluation of snow cover fraction for regional climate simulations in the Sierra Nevada. Int. J. Climatol., 35, 2472-2484, doi:10.1002/joc.4136.