Temporal trend analyses of alpine data using North American regional reanalysis and in situ data: Temperature, wind speed, precipitation, and derived blowing snow

Journal of Applied Meteorology and Climatology

Volumn 53, Issue 3, 2014, Pages 676-693

  Hoover, Jamie D ^a   Doesken, Nolan ^a   Elder, Kelly ^b   Laituri, Melinda ^a   Liston, Glen E ^c  

^a Department of Ecosystem Science and Sustainability   (United States)

^b ROCKY MOUNTAIN RESEARCH STATION   (United States)

^c Cooperative Institute for Research in the Atmosphere Colorado State University ^*  (United States)

Author keywords

Climate change; In situ atmospheric observations; Model evaluation performance; North America; Snow cover; Wind effects

Indexed keywords

CLIMATE CHANGE; SNOW;

METEOROLOGICAL DATASETS; METEOROLOGICAL STATION; MODEL EVALUATION/PERFORMANCE; NORTH AMERICA; POTENTIAL EFFECTS; SITU ATMOSPHERIC OBSERVATIONS; SNOW COVERS; TEMPORAL COVERAGE;

WIND EFFECTS;

AIR TEMPERATURE; ALPINE ENVIRONMENT; BLOWING SNOW; CLIMATE CHANGE; PRECIPITATION (CLIMATOLOGY); SNOW COVER; TEMPORAL VARIATION; TREND ANALYSIS; WIND FORCING; WIND VELOCITY;

COLORADO; FRONT RANGE; NIWOT RIDGE; ROCKY MOUNTAINS; UNITED STATES; WYOMING;

EID: 84896532519     PISSN: 15588424     EISSN: 15588432     Source Type: Journal    
DOI: 10.1175/JAMC-D-13-092.1     Document Type: Article

References (61)

1. Bernhardt, M., K. Schulz, G. E. Liston, and G. Zängl, 2012: The influence of lateral snow redistribution processes on snow melt and sublimation in alpine regions. J. Hydrol., 424-425, 196-206.
2. Blöschl, G., and R. Kirnbauer, 1992: An analysis of snow cover patterns in a small alpine catchment. Hydrol. Processes, 6, 99-109.
3. Blöschl, G., and R. Kirnbauer, and D. Gutknecht, 1991a: Distributed snowmelt simulations in an Alpine catchment: 1. Model evaluation on the basis of snow cover patterns. Water Resour. Res., 27, 3171-3179.
4. Blöschl, G., and R. Kirnbauer, and D. Gutknecht, D. Gutknecht, and R. Kirnbauer, 1991b: Distributed snowmelt simulations in an Alpine catchment: 2. Parameter study and model predictions. Water Resour. Res., 27, 3181-3188.
5. Businger, S., M. E. Adams, S. E. Koch, and M. L. Kaplan, 2001: Extraction of geopotential height and temperature structure from profiler and rawinsonde winds. Mon. Wea. Rev., 129, 1729-1739.
6. Elder, K., J. Dozier, and J. Michaelsen, 1991: Snow accumulation and distribution in an alpine watershed. Water Resour. Res., 27, 1541-1552.
7. Fierz, C., P. Riber, E. E. Adams, A. R. Curran, P. M. B. Fohn, M. Lehning, C. Pluss, and J. R. Garratt, 2003: Evaluation of snow-surface energy balance models in alpine terrain. J. Hydrol., 282, 76-94.
8. Fohn, P. M. B., 1980: Snow transport over mountain crests. J. Glaciol., 26, 469-480.
9. Gan, T. Y., R. Barry, and A. Gobena, 2011: Changes in North American snow packs for 1979-2004 detected from the snow water equivalent data of SMMR and SSM/I passive microwave and related climatic factors. Cold Regions Hydrology in a Changing Climate, D. Yang, P. Marsh, and A. Gelfin, Eds., IAHS Publ. 346, Int. Association of Hydrological Sciences, 79-85.
10. Garratt, J. R., 1994: Review: The atmospheric boundary layer. Earth Sci. Rev., 37, 89-134.
11. Greene, E. M., G. E. Liston, and R. A. Pielke, 1999: Simulation of above treeline snowdrift formation using a numerical snowtransport model. Cold Reg. Sci. Technol., 30, 135-144.
12. Groisman, P. Ya., and D. R. Legates, 1994: The accuracy of United States precipitation. Bull. Amer. Meteor. Soc., 75, 215-227.
13. Gubler, H., 1980: Simultaneous measurements of stability indexes and characteristic parameters describing the snow cover and the weather in fracture-zones of avalanches. J. Glaciol., 26, 65-74.
14. Guirguis, K. J., and R. Avissar, 2008: A precipitation climatology and dataset intercomparison for the western United States. J. Hydrometeor., 9, 825-841.
15. Hartman, M. D., J. S. Baron, R. B. Lammers, D. W. Cline, L. E. Band, G. L. Liston, and C. Tague, 1999: Simulations of snow distribution and hydrology in a mountain basin. Water Resour. Res., 35, 1587-1603.
16. Hiemstra, C. A., G. E. Liston, R. A. Pielke Sr., D. L. Birkenheuer, and S. C. Albers, 2006: Comparing Local Analysis and Prediction System (LAPS) assimilations with independent observations. Wea. Forecasting, 21, 1024-1040.
17. Jiang, Y., Y. Luo, Z. C. Zhao, and S. W. Tao, 2010: Changes in wind speed over China during 1956-2004. Theor. Appl. Climatol., 99, 421-430.
18. Kind, R. J., 1990: Mechanics of Aeolian transport of snow and sand. J. Wind Eng. Ind. Aerodyn., 36, 855-866.
19. Kistler, R., and Coauthors, 2001: The NCEP-NCAR 50-Year Reanalysis: Monthly means CD-ROM and documentation. Bull. Amer. Meteor. Soc., 82, 247-267.
20. Klink, K., 1999: Climatological mean and interannual variance of United States surface wind speed, direction and velocity. Int. J. Climatol., 19, 471-488.
21. Korfmacher, J. L., and D. M. Hultstrand, cited 2009: Glacier Lakes Ecosystem Experiments Site (GLEES) hourly meteorology tower data: 1989-2005. U.S. Dept. of Agriculture Forest Service Rocky Mountain Research Station. [Available online at http://www.fs.usda.gov/rds/archive/Product/RDS-2006-0003/.]
22. Legates, D. R., and T. L. DeLiberty, 1993: Precipitation measurement biases in the United States. J. Amer. Water Resour. Assoc., 29, 855-861.
23. Lehning, M., P. Bartelt, B. Brown, T. Russi, U. Stockli, and M. Zimmerli, 1999: Model calculations for avalanche warning based upon a new network of weather and snow stations. Cold Reg. Sci. Technol., 30, 145-157.
24. Lehning, M., P. Bartelt, B. Brown, T. Russi, U. Stockli, and M. Zimmerli, J. Doorschot, and P. Bartelt, 2000:Asnowdrift index based on SNOWPACK model calculations. Ann. Glaciol., 31, 382-386.
25. L'hôte, Y., P. Chevallier, A. Courdrain, Y. Lejeune, and P. Etchevers, 2009: Relationship between precipitation phase and air temperature: Comparison between Bolivian Andes and the Swiss Alps. Hydrol. Sci. J., 50, 989-997.
26. Li, L., and J. W. Pomeroy, 1997: Estimates of threshold wind speeds for snow transport using meteorological data. J. Appl. Meteor. Climatol., 36, 205-213.
27. Li, X., S. Zhong, X. Bain, and W. Heilman, 2010: Climate and climate variability of the wind power resources in the Great Lakes region of the United States. J. Geophys. Res., 115, D18107, doi:10.1029/2009JD013415.
28. Lin, Y., K.E. Mitchell, E. Rogers, M. E. Baldwin, andG. J. DiMego, 1999: Test assimilations of the real-time, multi-sensor hourly precipitation analysis into the NCEP Eta Model. Preprints, Eighth Conf. on Mesoscale Meteorology, Boulder, CO, Amer. Meteor. Soc., 341-344.
29. Liston, G. E., 2004: Representing subgrid snow cover heterogeneities in regional and global models. J. Climate, 17, 1381-1397.
30. Liston, G. E., and M. Sturm, 1998: A snow-transport model for complex terrain. J. Glaciol., 44, 498-516.
31. Liston, G. E., R. B. Haehnel, M. Sturm, C. A. Hiemstra, S. Berezovskaya, and R. D. Tabler, 2007: Instruments and methods simulating complex snow distributions in windy environments using SnowTran-3D. J. Glaciol., 53, 241-256.
32. Liston, G. E., R. B. Haehnel, M. Sturm, C. A. Hiemstra, S. Berezovskaya, and R. D. Tabler, C. A. Hiemstra, K. Elder, and D. W. Cline, 2008: Mesocell study area snow distributions for the Cold Land Processes Experiment (CLPX). J. Hydrometeor., 9, 957-976.
33. Losleben, M., cited 2011a: D-1 (3743 m) climate station: CR23X data. Long Term Ecological Research Network. [Available online at http://tropical.lternet.edu/knb/metacat/knb-lter-nwt.402.6/lter.]
34. Losleben, M., cited 2011b: D-1 (3743m) climate station: DP211 data. Long Term Ecological Research Network. [Available online at http://tropical.lternet.edu/knb/metacat/knb-lter-nwt.72.5/lter.]
35. Luce, C. H., D. G. Tarboton, and K. R. Cooley, 1999: Subgrid parameterization of snow distribution for an energy and mass balance snow cover model. Hydrol. Processes, 13, 1921-1933.
36. McVicar, T. R., T. G. Van Niel, L. T. Li, M. L. Roderick, D. P. Rayner, L. Ricciardull, and R. J. Donohue, 2008: Wind speed climatology and trends for Australia, 1975-2006: Capturing the stilling phenomenon and comparison with near-surface reanalysis output. Geophys. Res. Lett., 35, L20403, doi:10.1029/2008GL035627.
37. McVicar, T. R., T. G. Van Niel, L. T. Li, M. L. Roderick, D. P. Rayner, L. Ricciardull, and R. J. Donohue, M. L. Roderick, L. T. Li, X. G. Mo, N. E. Zimmermann, and D. R. Schmatz, 2010: Observational evidence from two mountainous regions that near-surface wind speeds are declining more rapidly at higher elevations than lower elevations: 1960-2006. Geophys. Res. Lett., 37, L06402, doi:10.1029/2009GL042255.
38. McVicar, T. R., T. G. Van Niel, L. T. Li, M. L. Roderick, D. P. Rayner, L. Ricciardull, and R. J. Donohue, M. L. Roderick, L. T. Li, X. G. Mo, N. E. Zimmermann, and D. R. Schmatz, and Coauthors, 2011: Global review and synthesis of trends in observed terrestrial near-surface wind speeds: Implications for evaporation. J. Hydrol., 416-417, 182-205.
39. Mesinger, F., 1996: Improvements in quantitative precipitation forecasts with the Eta regional model at the National Centers for Environmental Prediction: The 48-km upgrade. Bull. Amer. Meteor. Soc., 77, 2637-2649.
40. Mesinger, F., and Coauthors, 2006: North American Regional Reanalysis. Bull. Amer. Meteor. Soc., 87, 343-360.
41. Moore, G. W. K., R. S. Pickart, and I. A. Renfrew, 2008: Buoy observations from the windiest location in the world ocean Cape Farewell, Greenland. Geophys. Res. Lett., 35, L18802, doi:10.1029/2008GL034845.
42. NOAA/ESRL Physical Sciences Division, cited 2009: NCEP North American Regional Reanalysis: NARR. [Available online at http://www.esrl.noaa.gov/psd/data/gridded/data. narr.html.]
43. NRCS, cited 2010: SNOTEL and snow survey &water supply forecasting. U.S. Dept. of Agriculture Natural Resources Conservation Service brochure. [Available online at http://www.wcc.nrcs.usda.gov/snotel/SNOTEL-brochure.pdf.]
44. Oort, A. H., 1977: Adequacy of the rawinsonde network for global circulation studies tested through numerical model output. Mon. Wea. Rev., 106, 174-195.
45. Ott, R. L., and M. Longnecker, 2001: An Introduction to Statistical Methods and Data Analysis. 5th ed. Duxbury Thomson Learning, 1152 pp.
46. Pachauri, R. K., and A. Reisinger, Eds., 2007: Climate Change 2007: Synthesis Report. Cambridge University Press, 104 pp. [Available online at http://www.ipcc.ch/publications_and_data/publications_ipcc_fourth_assessment_report_synthesis_report. htm.]
47. Pirazzoli, P. A., and A. Tomasin, 2003: Recent near-surface wind changes in the central Mediterranean and Adriatic areas. Int. J. Climatol., 23, 963-973.
48. Pomeroy, J. W., 1991: Transport and sublimation of snow in a windscoured alpine terrain. Snow, Hydrology and Forests in High Alpine Areas, H. Bergmann et al., Eds., Vol. 205, International Association of Hydrological Sciences Publ. 205, 131-140.
49. Pomeroy, J. W., and D. M. Gray, 1990: Saltation of snow. Water Resour. Res., 26, 1583-1594.
50. Pryor, S. C., and Coauthors, 2009: Wind speed trends over the contiguous United States. J. Geophys. Res., 114, D14105, doi:10.1029/2008JD011416.
51. Radic, V., and G. K. C. Clarke, 2011: Evaluation of IPCC models' performance in simulating late-twentieth-century climatologies and weather patterns over North America. J. Climate, 24, 5257-5274.
52. Roderick, M. L., L. D. Rotstayn, G.D. Farquhar, andM. T. Hobbins, 2007: On the attribution of changing pan evaporation. Geophys. Res. Lett., 34, L17403, doi:10.1029/2007GL031166.
53. Schmidt, R. A., 1986: Transport rate of drifting snow and the mean wind speed profile. Bound.-Layer Meteor., 34, 213-241.
54. Shafran, P., J. Woollen, W. Ebisuzaki, W. Shi, Y. Fan, R. Grumbine, and M. Fennessy, 2004: Observational data used for assimilation in the NCEP North American Regional Reanalysis. Preprints, 14th Conf. on Applied Climatology, Seattle, WA, Amer. Meteor. Soc., 1.4. [Available online at https://ams.confex.com/ams/pdfpapers/71689.pdf.]
55. Sturm, M., and A. M. Wagner, 2010: Using repeated patterns in snow distribution modeling: An Arctic example. Water Resour. Res., 46, W12549, doi:10.1029/2010WR009434.
56. Sugiura, K., T. Ohata, and D. Q. Yang, 2006: Catch characteristics of precipitation gauges in high-latitude regions with high winds. J. Hydrometeor., 7, 984-994.
57. Sun, X. M., and A. P. Barros, 2010: An evaluation of the statistics of rainfall extremes in rain gauge observations, and satellite-based and reanalysis products using universal multifractals. J. Hydrometeor., 11, 388-404.
58. Tabler, R. D., 1994: Design guidelines for the control of blowing and drifting snow. National Research Council Strategic Highway Research Program Rep. SHRP-H-381, 364 pp. [Available online at http://onlinepubs.trb.org/onlinepubs/shrp/SHRP-H-381.pdf.]
59. Tuller, S., 2004: Measured wind speed trends on the west coast of Canada. Int. J. Climatol., 24, 1359-1374.
60. Whiteman, C. D., 2000: Mountain Meteorology: Fundamentals and Applications. Oxford University Press, 355 pp.
61. Winstral, A., K. Elder, and R. E. Davis, 2002: Spatial snow modeling of wind-redistributed snow using terrain-based parameters. J. Hydrometeor., 3, 524-538.