Modified Temperature Index Method Using Near-Surface Soil and Air Temperatures for Modeling Snowmelt in the Canadian Prairies
Publication: Journal of Hydrologic Engineering
Volume 10, Issue 5
Abstract
A modified temperature index snowmelt model (SDSM-MTI), based on both near-surface soil temperature and air temperature , was proposed and successfully tested at the Paddle River Basin (PRB) of Alberta. By using a weighted average of and and introducing a melt-rate adjustment factor , SDSM-MTI could simulate more accurate snowmelt runoff, snow water equivalent, and snow depth at PRB than the standard temperature index approach operated either under fixed or seasonally variable melt factor independently calibrated with only. This is partly because at PRB the primary energy fluxes responsible for snowmelt correlate more closely with than , especially at a daily time step, and partly because when , of SDSM-MTI is much less than one that reduces to a very small value, and hence we can more effectively control the timing of major snowmelt for PRB, which usually happens only when .
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Acknowledgments
This research was partly supported by equipment and operating grants from the Natural Sciences and Engineering Research Council (NSERC) of Canada. The first writer was also partly supported by a University of Alberta PhD scholarship, while the third writer was partly supported by a graduate assistantship from the University of Alberta. Alberta Environment provided the snow pillow and streamflow data. The suggestions of three anonymous reviewers have improved the quality of this manuscript.
References
Alberta Energy and Natural Resources (AENR). (1986). “Watershed management in the Paddle River Headwaters.” ENR No. T/104 Edmonton, Canada.
Anderson, E. A. (1973). “National Weather Service river forecast system—Snow accumulation and ablation model.” NOAA Technical Memorandum NWS Hydro-17, U.S. Dept. of Commerce, Silver Spring, Md.
Bengtsson, L. (1982). “The importance of refreezing on diurnal snowmelt cycle with application to a Northern Swedish catchment.” Nord. Hydrol., 13, 1–12.
Bergstrom, S. (1975). “The development of snow routine for the HBV-2 model.” Nord. Hydrol., 6, 73–92.
Biftu, G. F., and Gan, T. Y. (2001). “Semi-distributed, physically based, hydrologic modeling of the Paddle River Basin, Alberta using remotely sensed data.” J. Hydrol., 244(3–4), 137–156.
Biftu, G. F., and Gan, T. Y. (2004). “A semi-distributed, physics-based hydrologic model using remotely sensed and digital terrain elevation data for semi-arid catchments.” Int. J. Remote Sens., 25(20), 4351–4379.
Collins, E. H. (1934). “Relationship of degree-days above freezing to runoff.” EOS Trans. Am. Geophys. Union, 15, 624–629.
Dickinson, R. E. (1988). “The force-restore model for surface temperature and its generalizations.” J. Clim., 1(11), 1086–1097.
Dubayah, R., Dozier, J., and Davis, F. W. (1990). “Topographic distribution of clear-sky radiation over the Konza Prairie, Kansas.” Water Resour. Res., 26(4), 679–690.
Environment Canada. (2002). Climate trends and variation bulletin for Canada, Meterological Service of Canada, Downsview, Ontario, Canada.
Granberg, G., Grip, H., Lövenius, M. O., Sundh, I., Svensoon, B. H., and Nilsson, M. (1999). “A simple model for simulation of water content, soil frost and soil temperatures in boreal mixed mires.” Water Resour. Res., 35(12), 3771–3782.
Granger, R. J., and Gray, D. M. (1990). “A net radiation model for calculating daily snowmelt in open environments.” Nord. Hydrol., 21(4/5), 217–234.
Granger, R. J., and Male, D. H. (1978). “Melting of a prairie snowpack.” J. Appl. Meteorol., 17(12), 1833–1842.
Gray, D. M., and Landine, P. G. (1988). “An energy-budget snowmelt model for the Canadian prairies.” Can. J. Earth Sci., 25(8), 1292–1303.
Gray, D. M., and Prowse, T. (1993). “Snow and floating ice.” Handbook of hydrology, D. Maidment, ed., McGraw-Hill, New York, 7.1–7.58.
Gurnell, A. M. (1998). “The hydrogeomorphological effects of beaver dam-building activity.” Progress in Physical Geography, 22(2), 167–189.
Hare, T. K., and Thomas, M. K. (1974). Climate Canada, Wiley, Toronto, Canada.
Hillman, G. R. (1998). “Flood wave attenuation by a wetland following a beaver dam failure on a second order boreal stream.” Wetlands, 18(1), 21–34.
Hock, R. (1999). “A distributed temperature-index ice- and snowmelt model including potential direct solar radiation.” J. Glaciol., 45(149), 101–111.
Kane, D. L., Gieck, R. E., and Hinzman, L. D. (1997). “Snowmelt modeling at small Alaskan arctic watershed.” J. Hydrologic Eng., 2(4), 204–210.
Kuchment, L. S., Gelfan, A. N., and Demidov, V. N. (2000). “A distributed model of runoff generation in the permafrost regions.” J. Hydrol., 240(1–2), 1–22.
Kustas, W. P., Rango, A., and Uijlenhoet, R. (1994). “A simple energy budget algorithm for the snowmelt runoff model.” Water Resour. Res., 30(5), 1515–1527.
Landine, P. G., Granger, R. J., and Gray, D. M. (1988). “Evaluation of snowmelt models for application in permafrost environments.” NHRI Contract Rep. No. 88001, National Hydrology Research Institute, Environment Canada, Saskatoon, Canada.
Livezey, B. C., and Chen, W. Y. (1983). “Statistical field significance and its determination by Monte-Carlo techniques.” Mon. Weather Rev., 111(1), 46–59.
Male, D. H., and Granger, R. J. (1979). “Energy and mass fluxes at the snow surface in a prairie environment.” Modeling of snow cover runoff, S. C. Colbeck and M. Ray, eds., Proc., CREEL, Hannover, NH, 101–124.
Marsh, P., and Woo, M. (1984). “Wetting front advance and freezing of meltwater within a snow cover. 1: Observations in the Canadian Arctic.” Water Resour. Res., 20(12), 1853–1864.
Martinec, J., Rango, A., and Roberts, R. (1992). “User’s manual for the snowmelt-runoff model, version 3. 2.” Hydrology Laboratory Technical Rep. HL-17, USDA, Beltsville, Md.
Ohmura, A. (2001). “Physical basis for the temperature-based melt-index method.” J. Appl. Meteorol., 40(4), 753–761.
Pomeroy, J. M., et al. (1998). “An evaluation of snow accumulation and ablation processes for land surface modeling.” Hydrolog. Process., 12(15), 2339–2367.
Quick, M. C., and Pipes, A. (1977). “U.B.C. watershed model.” Hydrol. Sci. Bull., 22(2), 153–161.
Riley, J. P., Israelsen, E. K., and Eggleston, K. O. (1972). “Some approaches to snowmelt prediction.” AISH Publ., 109(2), 956–971.
Sand, K. (1990). “Modeling snowmelt runoff processes in temperate and arctic environments.” IVB-rapport B-2-1990-1, Univ. of Trondheim, Norway.
Sharratt, B. S., Baker, D. G., Wall, D. B., Skaggs, R. H., and Ruschy, D. L. (1992). “Snow depth required for near steady-state soil temperatures.” Agric. Forest Meteorol., 57(4), 243–251.
Shook, K. (1995). “Simulation of the ablation of Prairie snow covers.” PhD thesis, Univ. of Saskatchewan, Saskatoon, Saskatchewan, Canada.
Singh, P. (2002). “Semi-distributed snowmelt modeling and regional snow mapping using passive microwave radiometry.” PhD dissertation, Univ. of Alberta, Canada.
Singh, P., Kumar, N., and Arora, M. (2000). “Degree-day factors for snow and ice for Dokriani Glacier, Garhwal Himalayas.” J. Hydrol., 235(1–2), 1–11.
Woo, M. and Valverde, J. (1982). “Ground and water temperatures of a forested mid-latitude swamp.” Proc., Canadian Hydrology Symp., Hydrological Processes of Forested Areas, 301–312.
Woo, M. and Waddington, J. M. (1990). “Effects of beaver dams on subarctic wetland hydrology.” Arctic, 43(3), 223–230.
World Meteorological Organization (WMO). (1986). “Intercomparison of models of snowmelt runoff.” Operational Hydrology, Rep. 23, Geneva.
Ziverts, A., and Jauja, I. (1999). “Mathematical model of hydrological processes METQ98 and its applications.” Nord. Hydrol., 30(2), 109–128.
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© 2005 ASCE.
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Received: Jul 9, 2004
Accepted: Nov 23, 2004
Published online: Sep 1, 2005
Published in print: Sep 2005
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