White water: Fifty years of snow research in WRR and the outlook for the future

Water Resources Research

Volumn 51, Issue 7, 2015, Pages 4948-4965

  Sturm, Matthew ^a  

^a UNIVERSITY OF ALASKA FAIRBANKS   (United States)

Author keywords

snow

Indexed keywords

WATER RESOURCES;

CANOPY INTERCEPTION; DRIFTING SNOW; GRAIN SIZE; PROCESS KNOWLEDGE; SNOW COVERS; SNOW MODELS; WATER MOVEMENTS; WHITE WATER;

SNOW;

ALBEDO; CRYOSPHERE; DATA SET; ICE DRIFT; INTERCEPTION; NUMERICAL MODEL; SNOW COVER; WATER RESOURCE;

EID: 84939464715     PISSN: 00431397     EISSN: 19447973     Source Type: Journal    
DOI: 10.1002/2015WR017242     Document Type: Article

References (144)

1. Adams, W., (1976), Areal differentiation of snow cover in east central Ontario, Water Resour. Res., 12 (6), 1226-1234.
2. Anderson, E. A., (1968), Development and testing of snow pack energy balance equations, Water Resour. Res., 4 (1), 19-37.
3. Anderson, E. A., (1976), A point of energy and mass balance model of snow cover, NOAA Tech. Rep. NWS-19, 150 pp., U.S. Dep. of Commer., Silver Spring, Md.
4. Anderson, E. A., and, N. H. Crawford, (1964), The synthesis of continuous snowmelt runoff hydrographs on a digital computer, Internal Rep. 36, Dep. of Civ. Eng., Stanford Univ., Stanford, Calif.
5. Bader, H., (1954), Snow and its metamorphism, Rep. 14, U.S. Gov. Print. Off., Washington, D. C.
6. Bales, R. C., R. E. Davis, and, D. A. Stanley, (1989), Ion elution through shallow homogeneous snow, Water Resour. Res., 25 (8), 1869-1877, doi: 10.1029/WR025i008p01869.
7. Balk, B., and, K. Elder, (2000), Combining binary decision tree and geostatistical methods to estimate snow distribution in a mountain watershed, Water Resour. Res., 36 (1), 13-26, doi: 10.1029/1999WR900251.
8. Barnett, T. P., J. C. Adam, and, D. P. Lettenmaier, (2005), Potential impacts of a warming climate on water availability in snow-dominated regions, Nature, 438 (7066), 303-309.
9. Bartelt, P., and, M. Lehning, (2002), A physical SNOWPACK model for the Swiss avalanche warning: Part I: Numerical model, Cold Reg. Sci. Technol., 35 (3), 123-145.
10. Bergen, J. D., (1975), A possible relation of albedo to the density and grain size of a natural snow cover, Water Resour. Res., 11 (5), 745-746.
11. Berris, S. N., and, R. D. Harr, (1987), Comparative snow accumulation and melt during rainfall in forested and clear-cut plots in the western cascades of Oregon, Water Resour. Res., 23 (1), 135-142, doi: 10.1029/WR023i001p00135.
12. Beven, K., (2001), Dalton medal lecture: How far can we go in distributed hydrological modelling?, Hydrol. Earth Syst. Sci., 5 (1), 1-12.
13. Beven, K. J., (1996), A discussion of distributed hydrological modelling, in Distributed Hydrological Modelling, edited by, M. B. Abbott, and, J. C. Refsgaard, chap. 13a, pp. 255-278, Springer Sci., Netherlands.
14. Blöschl, G., (1999), Scaling issues in snow hydrology, Hydrol. Processes, 13, 2149-2175.
15. Brun, E., E. Martin, V. Simon, C. Gendre, and, C. Coleou, (1989), An energy and mass model of snow cover suitable for operational avalanche forecasting, J. Glaciol., 35 (12), 333-342.
16. Blöschl, G., (2001), Scaling in hydrology, Hydrol. Processes, 15 (4), 709-711.
17. Blöschl, G., and, M. Sivapalan, (1995), Scale issues in hydrological modelling: A review, Hydrol. Processes, 9 (3-4), 251-290.
18. Blöschl, G., 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 (12), 3171-3179.
19. Blöschl, G., D. Gutknecht, and, R. Kirnbauer, (1991b), Distributed snowmelt simulations in an alpine catchment: 2. Parameter study and model predictions, Water Resour. Res., 27 (12), 3181-3188.
20. Campbell, D. H., D. W. Clow, G. P. Ingersoll, M. A. Mast, N. E. Spahr, and, J. T. Turk, (1995), Processes controlling the chemistry of two snowmelt-dominated streams in the Rocky-Mountains, Water Resour. Res., 31 (11), 2811-2821, doi: 10.1029/95WR02037.
21. Church, J. E., (1908), The Mt. Rose Weather Observatory, 1906-1907: With Notes on the Progress of the Observatory, 1907-1908, Univ. of Nev., Rena.
22. Clark, M. P., J. Hendrikx, A. G. Slater, D. Kavetski, B. Anderson, N. J. Cullen, T. Kerr, E. O. Hreinsson, and, R. A. Woods, (2011), Representing spatial variability of snow water equivalent in hydrologic and land-surface models: A review, Water Resour. Res., 47, W07539, doi: 10.1029/2011WR010745.
23. Clifford, D., (2010), Global estimates of snow water equivalent from passive microwave instruments: History, challenges and future developments, Int. J. Remote Sens., 31 (14), 3707-3726.
24. Cline, D. W., (1997), Snow surface energy exchanges and snowmelt at a continental, mid-latitude alpine site, Water Resour. Res., 33 (4), 689-701.
25. Cline, D. W., R. C. Bales, and, J. Dozier, (1998), Estimating the spatial distribution of snow in mountain basins using remote sensing and energy balance modeling, Water Resour. Res., 34 (5), 1275-1285.
26. Clow, D. W., (2010), Changes in the timing of snowmelt and streamflow in Colorado: A response to recent warming, J. Clim., 23 (9), 2293-2306.
27. Colbeck, S., (1974), Water flow through snow overlying an impermeable boundary, Water Resour. Res., 10 (1), 119-123.
28. Colbeck, S., (1982), An overview of seasonal snow metamorphism, Rev. Geophys., 20 (1), 45-61.
29. Colbeck, S., (1991), The layered character of snow covers, Rev. Geophys., 29 (1), 81-96.
30. Colbeck, S. C., (1976), An analysis of water flow in dry snow, Water Resour. Res., 12 (3), 523-527.
31. Colbeck, S. C., (1981), A simulation of the enrichment of atmospheric pollutants in snow cover runoff, Water Resour. Res., 17 (5), 1383-1388, doi: 10.1029/WR017i005p01383.
32. Colbeck, S. C., E. Akitaya, R. Armstrong, H. Gubler, J. Lafeuille, K. Lied, D. McClung, and, E. Morris, (1990), The International Classification for Seasonal Snow on the Ground, 23 pp., Int. Commission on Snow and Ice of the Int. Assoc. of Sci. Hydrol., World Data Cent. A for Glaciol., Boulder, Colo.
33. Colbeck, S. C., (1986), Classification of seasonal snow cover crystals, Water Resour. Res., 22 (9), S59-S70, doi: 10.1029/WR022i09Sp0059S.
34. Conway, H., and, R. Benedict, (1994), Infiltration of water into snow, Water Resour. Res., 30 (3), 641-649.
35. Daanen, R. P., and, J. L. Nieber, (2009), Model for coupled liquid water flow and heat transport with phase change in a snowpack, J. Cold Reg. Eng., 23 (2), 43-68.
36. Deems, J. S., T. H. Painter, and, D. C. Finnegan, (2013), Lidar measurement of snow depth: A review, J. Glaciol., 59 (215), 467-479.
37. Descartes, R., D. Weissman, and, W. T. Bluhm, (1996), Discourse on the Method and Meditations on First Philosophy, Yale Univ. Press, New Haven, Conn.
38. Diamond, M., and, R. W. Gerdel, (1956), Radiation measurements on the Greenland ice cap, IASH Publ., 46 (4), 403-426.
39. Dietz, A. J., C. Kuenzer, U. Gessner, and, S. Dech, (2012), Remote sensing of snow-A review of available methods, Int. J. Remote Sens., 33 (13), 4094-4134.
40. Douglas, T. A., M. Sturm, W. R. Simpson, J. D. Blum, L. Alvarez-Aviles, G. J. Keeler, D. K. Perovich, A. Biswas, and, K. Johnson, (2008), Influence of snow and ice crystal formation and accumulation on mercury deposition to the Arctic, Environ. Sci. Technol., 42 (5), 1542-1551.
41. Dozier, J., (1980), A clear-sky spectral solar radiation model for snow-covered mountainous terrain, Water Resour. Res., 16 (4), 709-718.
42. Eiriksson, D., M. Whitson, C. H. Luce, H. P. Marshall, J. Bradford, S. G. Benner, T. Black, H. Hetrick, and, J. P. McNamara, (2013), An evaluation of the hydrologic relevance of lateral flow in snow at hillslope and catchment scales, Hydrol. Processes, 27 (5), 640-654.
43. Elder, K., J. Dozier, and, J. Michaelsen, (1991), Snow accumulation and distribution in an alpine watershed, Water Resour. Res., 27 (7), 1541-1552, doi: 10.1029/91WR00506.
44. Erickson, T. A., M. W. Williams, and, A. Winstral, (2005), Persistence of topographic controls on the spatial distribution of snow in rugged mountain terrain, Colorado, United States, Water Resour. Res., 41, W04014, doi: 10.1029/2003WR002973.
45. Fierz, C., R. L. Armstrong, Y. Durand, P. Etchevers, E. Greene, D. M. McClung, K. Nishimura, P. K. Satyawali, and, S. A. Sokratov, (2009), The International Classification for Seasonal Snow on the Ground, UNESCO/IHP, Paris.
46. Filhol, S., and, M. Sturm, (2015), Snow bedforms: A review, new data, and a formation model, J. Geophys. Res. Surf. Processes, in press.
47. Frank, F., (1982), Snow crystals, Contemporary Phys., 23 (1), 3-22.
48. Freeze, R. A., and, R. Harlan, (1969), Blueprint for a physically-based, digitally-simulated hydrologic response model, J. Hydrol., 9 (3), 237-258.
49. Fujita, K., K. Hiyama, H. Iida, and, Y. Ageta, (2010), Self-regulated fluctuations in the ablation of a snow patch over four decades, Water Resour. Res., 46, W11541, doi: 10.1029/2009WR008383.
50. Gerdel, R., (1945), The dynamics of liquid water in deep snow-packs, Eos Trans. AGU, 26 (1), 83-90.
51. Gerdel, R. W., (1954), The transmission of water through snow, Eos Trans. AGU, 35 (3), 475-485.
52. Gomez, H., L. Cueto-Felgueroso, and, R. Juanes, (2013), Three-dimensional simulation of unstable gravity-driven infiltration of water into a porous medium, J. Comput. Phys., 238, 217-239.
53. Good, W., and, J. Martinec, (1987), Pattern recognition of air photographs for estimation of snow reserves, Ann. Glaciol., 9, 76-80.
54. Granberg, H. B., (1972), Snow Depth Variations in a Forest-tundra Environment, Schefferville, PQ, Winter 1968-69, PhD thesis, McGill Univ., Montréal, Quebec, Canada.
55. Grayson, R., and, G. Blöschl, (2001), Spatial Patterns in Catchment Hydrology: Observations and Modelling, 404 pp., Cambridge Univ. Press, Cambridge, U. K.
56. Harr, R. D., (1986), Effects of clearcutting on rain-on-snow runoff in western Oregon-A new look at old studies, Water Resour. Res., 22 (7), 1095-1100, doi: 10.1029/WR022i007p01095.
57. Harrington, R., and, R. C. Bales, (1998a), Modeling ionic solute transport in melting snow, Water Resour. Res., 34 (7), 1727-1736, doi: 10.1029/98WR00557.
58. Harrington, R., and, R. C. Bales, (1998b), Interannual, seasonal, and spatial patterns of meltwater and solute fluxes in a seasonal snowpack, Water Resour. Res., 34 (4), 823-831, doi: 10.1029/97WR03469.
59. Helms, D., S. E. Philips, and, P. F. Reich, (2008), The History of Snow Survey and Water Supply Forecasting, 322 pp., U.S. Dep. of Agric.-NRCS, Washington, D. C.
60. Hinzman, L. D., and, D. L. Kane, (1991), Snow hydrology of a headwater arctic basin: 2. Conceptual analysis and computer modeling, Water Resour. Res., 27 (6), 1111-1121, doi: 10.1029/91WR00261.
61. Hirashima, H., K. Nishimura, S. Yamaguchi, A. Sato, and, M. Lehning, (2008), Avalanche forecasting in a heavy snowfall area using the snowpack model, Cold Reg. Sci. Technol., 51 (2), 191-203.
62. Hodson, A., (2006), Biogeochemistry of snowmelt in an Antarctic glacial ecosystem, Water Resour. Res., 42, W11406, doi: 10.1029/2005WR004311.
63. Horton, R. E., (1933), The role of infiltration in the hydrologic cycle, Eos Trans. AGU, 14 (1), 446-460.
64. Huntington, J. L., and, R. G. Niswonger, (2012), Role of surface-water and groundwater interactions on projected summertime streamflow in snow dominated regions: An integrated modeling approach, Water Resour. Res., 48, W11524, doi: 10.1029/2012WR012319.
65. Illangasekare, T. H., R. J. Walter, M. F. Meier, and, W. T. Pfeffer, (1990), Modeling of meltwater infiltration in subfreezing snow, Water Resour. Res., 26 (5), 1001-1012, doi: 10.1029/WR026i005p01001.
66. Johannessen, M., and, A. Henriksen, (1978), Chemistry of snow meltwater: Changes in concentration during melting, Water Resour. Res., 14 (4), 615-619.
67. Jordan, P., (1983a), Meltwater movement in a deep snowpack. 1. Field observations, Water Resour. Res., 19 (4), 971-978, doi: 10.1029/WR019i004p00971.
68. Jordan, P., (1983b), Meltwater movement in a deep snowpack: 2. Simulation-model, Water Resour. Res., 19 (4), 979-985, doi: 10.1029/WR019i004p00979.
69. Jordan, R., (1991), A one-dimensional temperature model for a snow cover: Technical documentation for SNTHERM 89, CRREL Rep. SR-91-16, Cold Reg. Res. and Eng. Lab., Hanover, N. H.
70. Kane, D. L., L. D. Hinzman, C. S. Benson, and, G. E. Liston, (1991), Snow hydrology of a headwater Arctic basin: 1. Physical measurements and process studies, Water Resour. Res., 27 (6), 1099-1109, doi: 10.1029/91WR00262.
71. Kepler, J., C. G. Hardie, B. J. Mason, and, L. L. Whyte, (1966), The Six-Cornered Snowflake, Clarendon, Oxford, U. K.
72. Kikuchi, K., T. Kameda, K. Higuchi, and, A. Yamashita, (2013), A global classification of snow crystals, ice crystals, and solid precipitation based on observations from middle latitudes to polar regions, Atmos. Res., 132, 460-472.
73. König, M., and, M. Sturm, (1998), Mapping snow distribution in the Alaskan Arctic using aerial photography and topographic relationships, Water Resour. Res., 34 (12), 3471-3483.
74. König, M., J. G. Winther, and, E. Isaksson, (2001), Measuring snow and glacier ice properties from satellite, Rev. Geophys., 39 (1), 1-27.
75. Kuz'min, P. P., (1963), Snow Cover and Snow Reserves: Translated From Russian, Israel Program for Sci. Transl., U.S. Natl. Sci. Found., Washington, D. C.
76. Lehning, M., P. Bartelt, B. Brown, and, C. Fierz, (2002a), A physical SNOWPACK model for the Swiss avalanche warning: Part III: Meteorological forcing, thin layer formation and evaluation, Cold Reg. Sci. Technol., 35 (3), 169-184.
77. Lehning, M., P. Bartelt, B. Brown, C. Fierz, and, P. Satyawali, (2002b), A physical SNOWPACK model for the Swiss avalanche warning: Part II. Snow microstructure, Cold Reg. Sci. Technol., 35 (3), 147-167.
78. Libbrecht, K. G., (2006), Ken Libbrecht's Field Guide to Snowflakes, 112 pp., Voyageur Press, China.
79. Liljequist, G. H., (1956), Energy Exchange of an Antarctic Snow-field, Norsk Polarinstitutt, Tromsø, Norway.
80. Liston, G. E., (1986), Seasonal Snow Cover of the Foothills Region of Alaska's Arctic Slope: A Survey of Properties and Processes, MS thesis, Univ. of Alaska Fairbanks, Fairbanks.
81. Liston, G. E., (1999), Interrelationships among snow distribution, snowmelt, and snow cover depletion: Implications for atmospheric, hydrologic, and ecologic modeling, J. Appl. Meteorol., 38 (10), 1474-1487.
82. Liston, G. E., and, K. Elder, (2006), A distributed snow-evolution modeling system (SnowModel), J. Hydrometeorol., 7 (6), 1259-1276.
83. Liston, G. E., and, M. Sturm, (1998), A snow-transport model for complex terrain, J. Glaciol., 44 (148), 498-516.
84. 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 (181), 241-256.
85. Liu, F., R. C. Bales, M. H. Conklin, and, M. E. Conrad, (2008), Streamflow generation from snowmelt in semi-arid, seasonally snow-covered, forested catchments, Valles Caldera, New Mexico, Water Resour. Res., 44, W12443, doi: 10.1029/2007WR006728.
86. Loranger, T. J., and, D. F. Brakke, (1988), The extent of snowpack influence on water chemistry in a North Cascades lake, Water Resour. Res., 24 (5), 723-726, doi: 10.1029/WR024i005p00723.
87. Luce, C. H., and, D. G. Tarboton, (2004), The application of depletion curves for parameterization of subgrid variability of snow, Hydrol. Processes, 18 (8), 1409-1422.
88. Lundquist, J. D., S. E. Dickerson-Lange, J. A. Lutz, and, N. C. Cristea, (2013), Lower forest density enhances snow retention in regions with warmer winters: A global framework developed from plot-scale observations and modeling, Water Resour. Res., 49, 6356-6370, doi: 10.1002/wrcr.20504.
89. Male, D. H., and, R. J. Granger, (1981), Snow surface-energy exchange, Water Resour. Res., 17 (3), 609-627, doi: 10.1029/WR017i003p00609.
90. Marks, D., and, J. Dozier, (1992), Climate and energy exchange at the snow surface in the alpine region of the Sierra-Nevada: 2. Snow cover energy-balance, Water Resour. Res., 28 (11), 3043-3054, doi: 10.1029/92WR01483.
91. Marks, D., and, A. Winstral, (2001), Comparison of snow deposition, the snow cover energy balance, and snowmelt at two sites in a semiarid mountain basin, J. Hydrometeorol., 2 (3), 213-227.
92. Marks, D., J. Dozier, and, R. E. Davis, (1992), Climate and energy exchange at the snow surface in the alpine region of the Sierra-Nevada.1. Meteorological measurements and monitoring, Water Resour. Res., 28 (11), 3029-3042, doi: 10.1029/92WR01482.
93. Marsh, P., and, J. W. Pomeroy, (1999), Spatial and temporal variations in snowmelt runoff chemistry, Northwest Territories, Canada, Water Resour. Res., 35 (5), 1559-1567, doi: 10.1029/1998WR900109.
94. Marsh, P., and, M. K. Woo, (1984a), Wetting front advance and freezing of meltwater within a snow cover: 1. Observations in the Canadian Arctic, Water Resour. Res., 20 (12), 1853-1864, doi: 10.1029/WR020i012p01853.
95. Marsh, P., and, M. K. Woo, (1984b), Wetting front advance and freezing of meltwater within a snow cover: 2. A simulation-model, Water Resour. Res., 20 (12), 1865-1874, doi: 10.1029/WR020i012p01865.
96. Marsh, P., and, M. K. Woo, (1985), Meltwater movement in natural heterogeneous snow covers, Water Resour. Res., 21 (11), 1710-1716, doi: 10.1029/WR021i011p01710.
97. McClung, D., and, P. Schaerer, (2006), The Avalanche Handbook, 288 pp., Mountaineers Books, Seattle, Wash.
98. McCreight, J., A. Slater, H. Marshall, and, B. Rajagopalan, (2014), Inference and uncertainty of snow depth spatial distribution at the kilometre scale in the Colorado Rocky Mountains: The effects of sample size, random sampling, predictor quality, and validation procedures, Hydrol. Processes, 28 (3), 933-957.
99. McLaughlin, M., (2009), Dr. R.W. Gerdel: A History of the Central Sierra Snow Laboratory in Soda Springs, California, 16 pp., Byrd Polar Res. Cent., Ohio State Univ., Columbus.
100. Mergen, B., (1992), Seeking snow: James E. Church and the beginnings of snow science, Nev. Hist. Soc. Q., 35 (2), 75-104.
101. Molotch, N. P., and, S. A. Margulis, (2008), Estimating the distribution of snow water equivalent using remotely sensed snow cover data and a spatially distributed snowmelt model: A multi-resolution, multi-sensor comparison, Adv. Water Resour., 31 (11), 1503-1514.
102. Molotch, N. P., T. Meixner, and, M. W. Williams, (2008), Estimating stream chemistry during the snowmelt pulse using a spatially distributed, coupled snowmelt and hydrochemical modeling approach, Water Resour. Res., 44, W11429, doi: 10.1029/2007WR006587.
103. Molotch, N. P., S. A. Margulis, and, S. M. Jepsen, (2010), Response to comment by AG Slater, MP Clark, and AP Barrett on 'Estimating the distribution of snow water equivalent using remotely sensed snow cover data and a spatially distributed snowmelt model: A multi-resolution, multi-sensor comparison, Adv. Water Resour., 33 (2), 231-239.
104. Nayak, A., D. Marks, D. G. Chandler, and, M. Seyfried, (2010), Long-term snow, climate, and streamflow trends at the Reynolds Creek Experimental Watershed, Owyhee Mountains, Idaho, United States, Water Resour. Res., 46, W06519, doi: 10.1029/2008WR007525.
105. Nolan, M., C. Larsen, and, M. Sturm, (2015), Mapping snow-depth from manned-aircraft on landscape scales at centimeter resolution using structure-from-motion photogrammetry, Cryosphere Discuss., 9, 333-381.
106. Nolin, A. W., (2010), Recent advances in remote sensing of seasonal snow, J. Glaciol., 56 (200), 1141-1150.
107. Parajka, J., and, G. Blöschl, (2008), Spatio-temporal combination of MODIS images-Potential for snow cover mapping, Water Resour. Res., 44, W03406, doi: 10.1029/2007WR006204.
108. Peck, E. L., (1972), Snow measurement predicament, Water Resour. Res., 8 (1), 244-248.
109. Perla, R. I., and, Jr.M. Martinelli,(1976), Avalanche Handbook, 489 pp., U.S. Gov. Print. Off., Washington D. C.
110. Pielmeier, C., and, M. Schneebeli, (2003), Developments in the stratigraphy of snow, Surv. Geophys., 24 (5-6), 389-416.
111. Pinzer, B., M. Schneebeli, and, T. Kaempfer, (2012), Vapor flux and recrystallization during dry snow metamorphism under a steady temperature gradient as observed by time-lapse micro-tomography, Cryosphere, 6 (5), 1141-1155.
112. Pomeroy, J., and, D. Gray, (1995), Snowcover accumulation, relocation and management, Sci. Rep, 7, 144 pp., Natl. Hydrol. Res. Inst., Saskatoon, Sask.
113. Purves, R., J. Barton, W. Mackaness, and, D. Sugden, (1998), The development of a rule-based spatial model of wind transport and deposition of snow, Ann. Glaciol., 26, 197-202.
114. Rayleigh, M. S., and, J. D. Lundquist, (2012), Comparing and combining SWE estimates from the SNOW-17 model using PRISM and SWE reconstruction, Water Resour. Res., 48, W01506, doi: 10.1029/2011WR010542.
115. Rice, R., and, R. C. Bales, (2010), Embedded-sensor network design for snow cover measurements around snow pillow and snow course sites in the Sierra Nevada of California, Water Resour. Res., 46, W03537, doi: 10.1029/2008WR007318.
116. Rohrbough, J. A., D. R. Davis, and, R. C. Bales, (2003), Spatial variability of snow chemistry in an alpine snowpack, southern Wyoming, Water Resour. Res., 39 (7), 1190, doi: 10.1029/2003WR002067.
117. Satterlund, D. R., (1979), An improved equation for estimating long-wave radiation from the atmosphere, Water Resour. Res., 15 (6), 1649-1650.
118. Satterlund, D. R., and, A. R. Eschner, (1965), Land use, snow, and streamflow regimen in central New York, Water Resour. Res., 1 (3), 397-405.
119. Schaefer, V. J., G. J. Klein, and, M. R. deQuervain, (1954), The International Classification for Snow (With Special Reference to Snow on the Ground), Comm. of Snow and Ice of the Int. Assoc. of Hydrol., Assoc. Comm. on Soil and Snow Mech., Natl. Res. Counc., Ottawa.
120. Schirmer, M., V. Wirz, A. Clifton, and, M. Lehning, (2011), Persistence in intra-annual snow depth distribution: 1. Measurements and topographic control, Water Resour. Res., 47, W09516, doi: 10.1029/2010WR009426.
121. Scoresby, W., (1820), An Account of the Arctic Regions With a History and Description of the Northern Whale-Fishery, 651 pp., Archibald Constable and Co., Edinburgh.
122. Seligman, G., (1936), Snow Structure and Ski Fields, 555 pp., Macmillan, Cambridge, U. K.
123. Slater, A., M. Clark, and, A. Barrett, (2009), Comment on "Estimating the distribution of snow water equivalent using remotely sensed snow cover data and a spatially distributed snowmelt model: A multi-resolution, multi-sensor comparison" by Noah P. Molotch and Steven A. Margulis, Adv. Water Resour., 32 (11), 1680-1684.
124. Slater, A., A. Barrett, M. Clark, J. Lundquist, and, M. Raleigh, (2013), Uncertainty in seasonal snow reconstruction: Relative impacts of model forcing and image availability, Adv. Water Resour., 55, 165-177.
125. Sommerfeld, R., and, E. LaChapelle, (1970), The classification of snow metamorphism, J. Glaciol., 9, 3-17.
126. Steppuhn, H., and, G. Dyck, (1974), Estimating true basin snowcover, in Advanced Concepts and Techniques in the Study of Snow and Ice Resources: An Interdisciplinary Symposium, edited by, H. Santeford, and, J. L. Smith, pp. 314-328, Natl. Acad. of Sci., Monterey, Calif.
127. Stewart, I. T., (2009), Changes in snowpack and snowmelt runoff for key mountain regions, Hydrol. Processes, 23 (1), 78-94.
128. Strasser, U., P. Etchevers, and, Y. Lejeune, (2002), Inter-comparison of two snow models with different complexity using data from an alpine site, Nord. Hydrol., 33 (1), 15-26.
129. Sturm, M., and, J. Holmgren, (1993), Rain-induced water percolation in snow as detected using heat flux transducers, Water Resour. Res., 29 (7), 2323-2334.
130. Sturm, M., and, S. Stuefer, (2013), Wind-blown flux rates derived from drifts at arctic snow fences, J. Glaciol., 59 (213), 21-34.
131. 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.
132. Tague, C., and, G. E. Grant, (2009), Groundwater dynamics mediate low-flow response to global warming in snow-dominated alpine regions, Water Resour. Res., 45, W07421, doi: 10.1029/2008WR007179.
133. Tseng, P. H., T. H. Illantgasekare, and, M. F. Meier, (1994), Modeling of snow melting and uniform wetting front migration in a layered subfreezing snowpack, Water Resour. Res., 30 (8), 2363-2376, doi: 10.1029/94WR00764.
134. U.S. Army Corps of Engineers (1956), Snow hydrology: Summary report of the snow investigations of the North Pacific Division, Gov. Print. Off., Washington, D. C.
135. USDA (1984), U.S. Department of Agriculture Snow Survey Sampling Guide, 17 pp., Soil Conserv. Serv., Washington, D. C.
136. Varhola, A., N. C. Coops, M. Weiler, and, R. D. Moore, (2010), Forest canopy effects on snow accumulation and ablation: An integrative review of empirical results, J. Hydrol., 392 (3), 219-233.
137. Vionnet, V., E. Brun, S. Morin, A. Boone, S. Faroux, P. Le Moigne, E. Martin, and, J. Willemet, (2012), The detailed snowpack scheme CROCUS and its implementation in SURFEX v7. 2, Geosci. Model Dev., 5, 773-791.
138. Walter, B., S. Horender, C. Gromke, and, M. Lehning, (2013), Measurements of the pore-scale water flow through snow using Fluorescent Particle Tracking Velocimetry, Water Resour. Res., 49, 7448-7456, doi: 10.1002/2013WR013960.
139. Wankiewicz, A., (1978), Water pressure in ripe snowpacks, Water Resour. Res., 14 (4), 593-600.
140. Williams, M. W., and, J. M. Melack, (1991), Solute chemistry of snowmelt and runoff in an alpine basin, Sierra-Nevada, Water Resour. Res., 27 (7), 1575-1588, doi: 10.1029/90WR02774.
141. Winstral, A., K. Elder, and, R. E. Davis, (2002), Spatial snow modeling of wind-redistributed snow using terrain-based parameters, J. Hydrometeorol., 3 (5), 524-538.
142. Woo, M. K., (1976), Hydrology of a small Canadian high arctic basin during the snowmelt period, Catena, 3, 155-168.
143. Yosida, Z., (1955), Physical studies on deposited snow I: Thermal properties, Contrib. Inst. Low Temp. Sci., 7, 19-74.
144. Zuzel, J. F., and, L. M. Cox, (1975), Relative importance of meteorological variables in snowmelt, Water Resour. Res., 11 (1), 174-176.