Watershed-scale controls on snow accumulation in a small montane watershed, southwestern Alberta, Canada

Hydrological Processes

Volumn 28, Issue 3, 2014, Pages 1294-1306

  Dixon, David ^a   Boon, Sarah ^a   Silins, Uldis ^b  

^a UNIVERSITY OF LETHBRIDGE   (Canada)

^b UNIVERSITY OF ALBERTA   (Canada)

Author keywords

Mountain snowpack; Regression tree analysis; Snow accumulation; Snow distribution

Indexed keywords

CLASSIFICATION AND REGRESSION TREE ANALYSIS; MOUNTAIN SNOWPACK; PREDICTOR VARIABLES; REGRESSION TREES; SEMI-ARID ENVIRONMENTS; SNOW ACCUMULATION; SNOW DISTRIBUTION; SNOW WATER EQUIVALENT;

FORESTRY; REGRESSION ANALYSIS; SNOW MELTING SYSTEMS; SUN; TREES (MATHEMATICS); WATER RESOURCES; WATER SUPPLY; WATERSHEDS;

SNOW;

HEADWATER; REGRESSION ANALYSIS; RUNOFF; SNOW ACCUMULATION; SNOW WATER EQUIVALENT; SNOWMELT; SNOWPACK; SOLAR RADIATION; WATERSHED; WIND VELOCITY;

FORESTRY; MELTING; MOUNTAINS; REGRESSION ANALYSIS; SNOW; WATER SHEDS; WATER SUPPLY;

ALBERTA; CANADA;

EID: 84891747163     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.9667     Document Type: Article

References (48)

1. Alberta Environment. 2010. Rankings for June 2010 Mountain Snow Courses for Oldman River Basin. http://environment.alberta.ca/forecasting/data/snow/jun2010/oldscrank.pdf. Last Update June 7, 2010 Accessed May 31, 2010.
2. Alberta Environment. 2011a. Alberta River Basins: South Racehorse Creek Snow Pillow. http://www.environment.alberta.ca/apps/basins/DisplayData.aspx?Type=Figure&BasinID=14&DataType=4&StationID=SRAC. Last Update May 30, 2011 Accessed May 31, 2011.
3. Alberta Environment. 2011b. Rankings for June 2011 Mountain Snow Courses for Oldman River Basin. http://www.environment.alberta.ca/forecasting/data/snow/jun2011/oldscrank.pdf. Last Update June 3, 2011 Accessed June 28, 2011.
4. Alberta Sustainable Resource Development. 2008. LiDAR Digital Elevation Model Metadata (XML). Edmonton, AB.
5. Alberta Terrestrial Imaging Centre. 2010. Characterization of Forest Attributes in the North York and Star Ck Watersheds Using LiDAR Data. 11pp.
6. AMEC. 2007. Water for Life: current and future water use in Alberta. Alberta Enivronment, Queen's Printer for Alberta: Edmonton, Alberta; 627.
7. Anderton SP, White SM, Alvera B. 2004. Evaluation of spatial variability in snow water equivalent for a high mountain catchment. Hydrological Processes 18: 435-453.
8. Balk B, Elder KJ. 2000. Combining binary decision tree and geostatistical methods to estimate snow distribution in a mountain watershed. Water Resources Research 36: 13-26.
9. Boon S. 2011. Snow accumulation following forest disturbance. Ecohydrology. DOI: 10.1002/eco.212.
10. Breiman L, Friedman JH, Olshen RA, Stone CJ. 1984. Classification and Regression Trees. Chapman and Hall/CRC: London; 358.
11. Burles K, Boon S. 2011. Snowmelt energy balance in a burned forest plot, Crowsnest Pass, Alberta, Canada. Hydrological Processes. DOI: 10.1002/hyp.8067.
12. Chang T, Li Z. 2000. Modelling snow accumulation with a geographic information system. International Journal of Geographical Information Science 14: 693-707.
13. Clark MP, Hendrikx J, Slater AG, Kavetski D, Anderson B, Cullen NJ, Kerr T, Hreinsson EÖ, Woods RA. 2011. Representing spatial variability of snow water equivalent in hydrologic and land-surface models: A review. Water Resources Research 47. DOI: 10.1029/2011WR010745.
14. Dixon D, Boon S. 2012. Comparison of the SnowHydro snow sampler with existing snow tube designs in southwestern Alberta, Canada. Hydrological Processes. DOI: 10.1002/hyp.9317.
15. Elder K, Dozier J, Michaelsen J. 1991. Snow accumulation and distribution in an alpine watershed. Water Resources Research 27: 1541-1552.
16. Elder K, Michaelsen J, Dozier J. 1995. Small basin modelling of snow water equivalence using binary regression tree methods. In Biogeochemistry of Seasonally Snow-Covered Catchments. IAHS Publication No. 228. International Association of Hydrological Sciences: Wallingford, U.K.; 129-139.
17. Elder K, Rosenthal W, Davis RE. 1998. Estimating the spatial distribution of snow water equivalence in a montane watershed. Hydrological Processes 12: 1793-1808.
18. Environment Canada. 2011. National Climate Data and Information Archive, Canadian Climate Normals, 1971-2000 - Coleman, Alberta. http://www.climate.weatheroffice.ec.gc.ca/climate_normals/index_e.html. Last Update May 18, 2011 Accessed May 30, 2011.
19. Erxleben J, Elder K, Davis R. 2002. Comparison of spatial interpolation methods for estimating snow distribution in the Colorado Rocky Mountains. Hydrological Processes 16: 3627-3649.
20. Essery RLH, Pomeroy JW, Parviainen J, Storck P. 2003. Sublimation of snow from coniferous forests in a climate model. Journal of Climate 16: 1855-1864.
21. Goodison BE, Ferguson HL, McKay GA. 1981. Measurement and Data Analysis. In Handbook of Snow: Principles, Processes, Management and Use, Gray DM, Male DH (eds). The Blackburn Press: Caldwell, New Jersey; 191-274.
22. Grünewald T, Schirmer M, Mott R, Lehning M. 2010. Spatial and temporal variability of snow depth and SWE in a small mountain catchment. The Cryosphere 4: 215-225.
23. Jost G, Weiler M, Gluns DR, Alila Y. 2007. The influence of forest and topography on snow accumulation and melt at the watershed scale. Journal of Hydrology 347: 101-115.
24. López-Moreno JI, Nogués-Bravo D. 2005. A generalized additive model for the spatial distribution of snowpack in the Spanish Pyrenees. Hydrological Processes 19: 3167-3176.
25. López-Moreno JI, Nogués-Bravo D. 2006. Interpolating local snow depth data: an evaluation of methods. Hydrological Processes 20: 2217-2232.
26. López-Moreno JI, Stähli M. 2008. Statistical analysis of the snow cover variability in a subalpine watershed: Assessing the role of topography and forest interactions. Journal of Hydrology 348: 379-394.
27. López-Moreno JI, Latron J, Lehmann A. 2010. Effects of sample and grid size on the accuracy and stability of regression-based snow interpolation methods. Hydrological Processes 24: 1914-1928.
28. Male DH, Gray DM. 1981. Snowcover Ablation and Runoff. In Handbook of Snow: Principles, Processes, Management and Use, Gray DM, Male DH (eds). The Blackburn Press: Caldwell, New Jersey; 360-436.
29. McGaughey RJ. 2010. FUSION/LDV: Software for LiDAR Data Analysis and Visualization. FUSION Version 2.80. 150pp.
30. McKay GA, Gray DM. 1981. The Distribution of Snowcover. In Handbook of Snow: Principles, Processes, Management and Use, Gray DM, Male DH (eds). The Blackburn Press: Caldwell, New Jersey; 153-190.
31. Molotch NP, Colee MT, Bales RC, Dozier J. 2005. Estimating the spatial distribution of snow water equivalent in an alpine basin using binary regression tree models: the impact of digital elevation data and independent variable selection. Hydrological Processes 19: 1459-1479.
32. Mote PW, Hamlet AF, Clark MP, Lettenmaier DP. 2005. Declining mountain snowpack in western North America. Bulletin of the American Meteorological Society 86: 39-49.
33. Nkemdirim LC. 1996. Canada's chinook belt. International Journal of Climatology 16: 441-462.
34. Pomeroy W, Brun E. 2001. Physical Properties of Snow. In Snow Ecology: An Interdisciplinary Examination of Snow Covered Ecosystems, Jones HG, Pomeroy JW, Walker DA, Hoham RW (eds); Cambridge University Press: Cambridge, U.K.; 45-126.
35. Pomeroy JW, Gray DM. 1995. Snow Accumulation, Relocation and Management. National Hydrology Research Institute: Saskatoon Saskatchewan; 144.
36. Pomeroy JW, Parviainen J, Hedstrom N, Gray DM. 1998. Coupled modelling of forest snow interception and sublimation. Hydrological Processes 12: 2317-2337.
37. Rood SB, Samuelson GM, Weber JK, Wywrot KA. 2005. Twentieth-century decline in streamflows from the hydrographic apex of North America. Journal of Hydrology 306: 215-233.
38. Rood SB, Pan J, Gill KM, Franks CG, Samuelson GM, Shepherd A. 2008. Declining summer flows of Rocky Mountain rivers: Changing seasonal hydrology and probable impacts on floodplain forests. Journal of Hydrology 349: 397-410.
39. Satterlund D, Haupt H. 1970. The disposition of snow caught by conifer crowns. Water Resources Research 6: 649-652.
40. Silins U, Wagner M. 2007. Southern Rockies Watershed Project. 2nd interim report. 44pp.
41. Silins U, Bladon K, Stone M, Emelko M, Boon S, Williams C, Wagner M, Howery J. 2009. Southern Rockies Watershed Project: Impact of natural disturbance by wildfire on hydrology, water quality, and aquatic ecology of Rocky Mountain Watersheds Phase 1 (2004-2008). 89pp.
42. Stähli M, Papritz A, Waldner P, Forster F. 2001. Time-space linear regression analysis of the snow cover in a pre-Alpine semi-forested catchment. Annals of Glaciology 32: 125-129.
43. Stewart IT. 2009. Changes in snowpack and snowmelt runoff for key mountain regions. Hydrological Processes 23: 78-94.
44. Stokes ME, Davis CS, Koch GG. 2006. Categorical data analysis: using the SAS system, 2nd edn. SAS Publishing: Cary, NC; 648.
45. Storck P, Lettenmaier DP, Bolton SM. 2002. Measurement of snow interception and canopy effects on snow accumulation and melt in a mountainous maritime climate, Oregon, United States. Water Resources Research 38: 1223-1238.
46. Troendle CA, Schmidt RA, Martinez MH. 1988. Snow deposition in a forest stand with a clearing. In Proceedings of the 56th Annual Meeting of the Western Snow Conference, Kalispell, Montana; 78-86.
47. Wessa P. 2008. Tukey lambda PPCC Plot (v1.0.2) in Free Statistics Software (v.1.1.23-r7), Office for Research Development and Education. http://www.wessa.net/rwasp_tukeylambda.wasp/. Last Update 2008 Accessed June 10, 2011.
48. Winstral A, Elder K, Davis RE. 2002. Spatial snow modelling of wind-redistributed snow using terrain-based parameters. Journal of Hydrometeorology 3: 524-538.