Small scale spatial variability of snow density and depth over complex alpine terrain: Implications for estimating snow water equivalent

Advances in Water Resources

Volumn 55, Issue , 2013, Pages 40-52

  Lopez Moreno J I ^a   Fassnacht, S R ^b   Heath, J T ^b   Musselman, K N ^c   Revuelto, J ^a   Latron, J ^d   Moran Tejeda E ^a   Jonas, T ^e  

^a INSTITUTO PIRENAICO DE ECOLOGÍA   (Spain)

^b Colorado State University ^*  (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d INSTITUTE OF ENVIRONMENTAL ASSESSMENT AND WATER RESEARCH   (Spain)

^e WSL INSTITUTE FOR SNOW AND AVALANCHE RESEARCH SLF   (Switzerland)

Author keywords

Pyrenees; Snow depth and density; Snow water equivalent (SWE); Spatial variability

Indexed keywords

ALPINE TERRAIN; DIFFERENT TERRAINS; PYRENEES; REGRESSION MODEL; SNOW DEPTHS; SNOW WATER EQUIVALENT; SPANISH PYRENEES; SPATIAL VARIABILITY;

LANDFORMS; REGRESSION ANALYSIS; SNOW; SNOWFALL MEASUREMENT; SURVEYS;

SNOW MELTING SYSTEMS;

ALPINE ENVIRONMENT; DENSITY; REGRESSION ANALYSIS; SNOW WATER EQUIVALENT; SPATIAL VARIATION; TERRAIN; TOPOGRAPHY;

PYRENEES;

EID: 84877119796     PISSN: 03091708     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advwatres.2012.08.010     Document Type: Article

References (36)

1. Bray DJI. A report on the variability of snow water equivalent measurements at a site. In Proceedings of the 30th Eastern snow conference, 1973. P. 20-31.
2. DeBeer C.M., Pomeroy J.W. Simulation of the snowmelt runoff contributing area in a small alpine basin. Hydrol Earth Syst Sci 2010, 14:1205-1219.
3. Deems J.S., Fassnacht S.R., Elder K.J. Fractal distribution of snow depth from LiDAR data. J Hydrometeorol 2006, 7(2):285-297.
4. Dickinson W.T., Whitely H.R. A sampling scheme for shallow snowpacks. IAHS Bull 1972, 17:247-258.
5. Elder K., Rosenthal W., Davis R. Estimating the spatial distribution of snow water equivalence in a montane watershed. Hydrol Process 1998, 12:1793-1808.
6. Fassnacht SR, Deems JS. Measurement sampling and scaling for deep montane snow depth data. Hydrol Process 2006;20(4):829-38 [doi, 10.1002/hyp.6119].
7. Fassnacht S, Heun CM, López-Moreno JI, Latron J. Variability of snow density measurements in the Esera valley, Pyrenees mountains, Spain. Cuader Invest Geogr 2010;36(1):59-72.
8. El Kenawy A., López-Moreno J.I., Vicente-Serrano S.M. Recent changes in daily temperature extremes in Northeastern Spain: 1960.- 2006. Nat Hazards Earth Syst Sci 2011, 11:1-21.
9. Grünewald T., Schirmer M., Mott R., Lehning M. Spatial and temporal variability of snow depth ablation rates in a small mountain catchment. Cryosphere 2010, 4:215-225.
10. Janowicz JR, Gray DM, Pomeroy JW. Spatial variability of fall soil moisture and spring snow water equivalent within a mountainous Subarctic Watershed. In: Proceedings of the 60th Eastern snow conference, 2003. p. 127-39.
11. Jenness J. Grid Tools v. 1.7 (grid_tools_jen.avx) extensionArcView 3.x. Jenness Enterprises, 2006. Available at: http://www.jennessent.com/arcview/grid_tools.htm.
12. Jonas T., Marty C., Magnusson J. Estimating the snow water equivalent from snow depth measurements in the Swiss Alps. J Hydrol 2009, 378:161-167.
13. Kershaw G.P., McCulloch J. Midwinter snowpack variations across the Arctic tree line, Manitoba, Canada. Arct Antarct Alp Res 2007, 39(1):9-15.
14. Kojima K. Densification of seasonal snow cover. Proc Phys Snow Ice, Int Conf Low Temp Sci, Sapporo 1966, 1:929-952.
15. López-Moreno J.I., García-Ruiz J.M. Influence of snow accumulation and snowmelt on streamflow in the Central Spanish Pyrenees. Int J Hydrol Sci 2004, 49(5):787-802.
16. López-Moreno J.I., Serrano-Vicente S.M. Atmospheric circulation influence on the interannual variability of snowpack in the Spanish Pyrenees during the second half of the twentieth century. Nord Hydrol 2006, 38(1):38-44.
17. Lopez-Moreno J.I., Goyette S., Beniston M. Impact of climate change on snowpack in the Pyrenees: Horizontal spatial variability and vertical gradients. J Hydrol 2009, 374(3-4):384-396.
18. López Moreno J.I., Latron J., Lehmann A. Effects of sample and grid size on the accuracy and stability of regression-based snow interpolation methods. Hydrol Process 2010, 24(14):1914-1928.
19. López-Moreno JI, Pomeroy J, Revuelto J, Vicente-Serrano SM. Interannual variability of snow processes and their sensitivity to climatic factors in a small Pyrenean watershed. Hydrol Process, in press, http://dx.doi.org/10.1002/hyp.9408.
20. Lundberg A., Richardson-Näslund C., Andersson C. Snow density variations: consequences for ground penetrating radar. Hydrol Process 2006, 20:1483-1495.
21. Lundy C., Brown R.L., Adams E.E., Birkeland K.W., Lehning M. A statistical validation of the snowpack model in a Montana climate. Cold Reg Sci Technol 2001, 33:237-246.
22. MacDonald M.K., Pomeroy J.W., Pietroniro A. Parameterising redistribution and sublimation of blowing snow for hydrological models: tests in a mountainous subarctic catchment. Hydrol Process 2009, 23(18):2570-2583.
23. Meløysund V., Leira B., Hoiseth K.V., Liso K.R. Predicting snow density using meteorological data. Meteorol Appl 2007, 14:413-423.
24. Mott R., Lehning M. Meteorological Modeling of Very High-Resolution Wind Fields and Snow Deposition for Mountains. J Hydrometeor 2010, 11:934-949.
25. Millard S.P., Neerchal N.K. Environmental statistics with S-Plus 2001, CRC Press. Taylor and Francis group, London, 830 pp.
26. Mizukami N., Perica S. Spatiotemporal variability of snowpack density in the mountainous regions of the Western United States. J Hydrometeorol 2008, 9:1416-1426.
27. Molotch N.P., Colee M.T., Bales R.C., Dozier J. Estimating the spatial distribution of snow water equivalent in an alpine basing using binary regression tree models: the impact of digital elevation data and independent variable selection. Hydrol Process 2005, 19:1459-1479.
28. Onuchin A.A., Burerina T.A. Climatic and geographic pattern s in snow density dynamics, Northern Eurasia. Arct Antarct Alp Res 1996, 28(1):99-103.
29. Pomeroy JW, Gray DM. Snowcover accumulation, relocation and management. NHRI Science Report 7, 1995. 144pp.
30. Pons X., Ninyerola X. Mapping a topographic global solar radiation model implemented in a GIS and refined with ground data. Int J Climatol 2008, 28:1821-1834.
31. Prokop A. Assessing the applicability of terrestrial laser scanning for spatial snow depth measurements. Cold Reg Sci Technol 2008, 54(3):155-163.
32. Rovansek RJ, Kane DJ, Hinzman LD. Improving estimates of snowpack water equivalent using double sampling. In: Proceedings of the 61st Western snow conference, 1993. p. 157-63.
33. Steppuhn H. Areal water equivalents for prairie snow covers by centralized sampling. In: Proceedings 44th Western snow conference, Calgary, Alberta, Canada, 1976. p. 63-8.
34. Sturm M., Liston G.E. The snow covers on lakes of the Arctic Coastal Plain of Alaska, USA. J Glaciol 2003, 49:370-380.
35. Sturm M., Taras B., Liston G.E., Derksen C., Jonas T., Lea T. Estimating snow water equivalent using snow depth data and climate classes. J Hydrometeorol 2010, 11:1380-1394.
36. Svomova B.M. Winter climatic controls on spring snowpack density in the Western United States. Arct Antarct Alp Res 2011, 43:118-126.