Volume 9 Issue 4
Oct.  2016
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Article Navigation >  Water Science and Engineering  > 2016  >  9(4): 265-273
Shalamu Abudu, Zhu-ping Sheng, Chun-liang Cui, Muatter Saydi, Hamed-Zamani Sabzi, James Phillip King. 2016: Integration of aspect and slope in snowmelt runoff modeling in a mountain watershed. Water Science and Engineering, 9(4): 265-273. doi: 10.1016/j.wse.2016.07.002
Citation: Shalamu Abudu, Zhu-ping Sheng, Chun-liang Cui, Muatter Saydi, Hamed-Zamani Sabzi, James Phillip King. 2016: Integration of aspect and slope in snowmelt runoff modeling in a mountain watershed. Water Science and Engineering, 9(4): 265-273. doi: 10.1016/j.wse.2016.07.002
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Integration of aspect and slope in snowmelt runoff modeling in a mountain watershed

doi: 10.1016/j.wse.2016.07.002

  • a Texas A&M AgriLife Research and Extension Center at El Paso, El Paso, TX 79927-5020, USA

  • b Xinjiang Water Resources Research Institute, Urumqi 830049, China

  • c New Mexico State University, Las Cruces, NM 88003-8006, USA

Funds:  This work was supported by the National Natural Science Foundation of China (Grant No. 51069017) and the International Collaborative Research Program of Xinjiang Science and Technology Commission (Grant No. 20126013).
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  • Corresponding author: Shalamu Abudu
  • Received Date: 2016-03-18
  • Rev Recd Date: 2016-07-01
    Abstract
  • This study assessed the performances of the traditional temperature-index snowmelt runoff model (SRM) and an SRM model with a finer zonation based on aspect and slope (SRM+AS model) in a data-scarce mountain watershed in the Urumqi River Basin, in Northwest China. The proposed SRM+AS model was used to estimate the melt rate with the degree-day factor (DDF) through the division of watershed elevation zones based on aspect and slope. The simulation results of the SRM+AS model were compared with those of the traditional SRM model to identify the improvements of the SRM+AS model’s performance with consideration of topographic features of the watershed. The results show that the performance of the SRM+AS model has improved slightly compared to that of the SRM model. The coefficients of determination increased from 0.73, 0.69, and 0.79 with the SRM model to 0.76, 0.76, and 0.81 with the SRM+AS model during the simulation and validation periods in 2005, 2006, and 2007, respectively. The proposed SRM+AS model that considers aspect and slope can improve the accuracy of snowmelt runoff simulation compared to the traditional SRM model in mountain watersheds in arid regions by proper parameterization, careful input data selection, and data preparation.

     

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  • Abudu, S., Cui, C.L., Saydi, M., King, J.P., 2012. Application of snowmelt runoff model (SRM) in mountainous watersheds: A review. Water Science and Engineering, 5(2), 123-136. http://dx.doi.org/10.3882/j.issn.1674-2370.2012.02.001.
    Boudhar, A., Boulet, G., Hanich, L., Duchemin, B., Berjamy, B., Chehbouni, A., 2009. Evaluation of the snowmelt runoff model in the Moroccan High Atlas Mountains using two snow-cover estimates. Hydrological Science Journal, 54(6), 1094-1113. http://dx.doi.org/10.1623/hysj.54.6.1094.
    Gong, L., Zhang, H.F., Xie, X., 2009. Studies on change of urbanization and its simulation and forecast in Urumqi during the past 20 years. Journal of Arid Land Resources and Environment, 23(5), 185-208. http://dx.doi.org/10.13448/j.cnki.jalre.2009.05.032.
    Hall, D.K., Riggs, G.A., Salomonson, V.V., DiGirolamo, N.E., Bayr, K.J., 2002. MODIS snow-cover products. Remote Sensing of Environment, 83(1-2), 181-194. http://dx.doi.org/10.1016/S0034-4257(02)00095-0.
    Hock, R., 1999. A distributed temperature-index ice- and snowmelt model including potential direct solar radiation. Journal of Glaciology, 45(149), 101-111.
    Hock, R., 2003. Temperature index melt modelling in mountain areas. Journal of Hydrology, 282(1-4), 104–115. http://dx.doi.org/10.1016/S0022-1694(03)00257-9.
    Huang, W.J., Huang, Z., Cui, C.X., Feng, Z.M., Li, Q., Wang, L., 2007. Temporal and spatial distribution of snow density and its characteristics in Xinjiang. Journal of Glaciology and Geocryology, 29(1), 66-72 (in Chinese).
    Kang, D.H., 2005. Distributed Snowmelt Modeling with GIS and CASC2D at California Gulch, Colorado, M.E. Dissertation. Fort Collins: Colorado State University.
    Kang, K., Merwade, V., 2011. Development and application of a storage-release based distributed hydrologic model using GIS. Journal of Hydrology, 403(1-2), 1-13. http://dx.doi.org/10.1016/j.jhydrol.2011.03.048.
    Kang, K., Lee, J., 2014. Hydrologic modelling of the effect of snowmelt and temperature on a mountainous watershed. Journal of Earth System Science, 123(4), 705-713. http://dx.doi.org/10.1007/s12040-014-0423-2.
    Karimi, H., Zeinivand, H., Tahmasebipour, N., Haghizadeh, A., Miryaghoubzade, M., 2016. Comparison of SRM and WetSpa models efficiency for snowmelt runoff simulation. Environmental Earth Sciences, 75(8), 1-16. http://dx.doi.org/10.1007/s12665-016-5490-z.
    Kondo, J., Yamazaki, T., 1990. A Prediction model for snowmelt, snow surface temperature and freezing depth using a heat balance method. Journal of Applied Meteorology, 29, 375-384. http://dx.doi.org/10.1175/1520-0450(1990)029<0375:APMFSS>2.0.CO;2.
    Li, H.Y., Wang, J., 2008. The snowmelt runoff model applied in the upper Heihe River Basin. Journal of Glaciology and Geocryology, 30(5), 769-775 (in Chinese).
    Li, X.G., Williams, M.W., 2008. Snowmelt runoff modeling in an arid mountain watershed, Tarim Basin, China. Hydrological Processes, 22(19), 3931-3940. http://dx.doi.org/10.1002/hyp.7098.
    Ma, H., Cheng, G.D., 2003. A test of snowmelt runoff model (SRM) for the Gongnaisi river basin in the Western Tianshan Mountains, China. Chinese Science Bulletin, 48(20), 2253-2259. http://dx.doi.org/10.1007/BF03182862.
    Ma, Y., Shi, Q.D., Pan, X.L., 2004. Analysis on the dynamic trends of landscape pattern in the arid regions in West China. Arid Land Geography, 27(3), 516-519 (in Chinese).
    Martinec, J., Rango, A., Roberts, R., 2008. Snowmelt Runoff Model (SRM) User’s Manual. New Mexico State University, Las Cruces, 19–39.
    Mehta, V.K., Walter, M.T., Brooks, E.S., Steenhuis, T.S., Walter, M.F., Johnson, M., Boll, J., Thongs, D., 2004. Application of SMR to modeling watersheds in the Catskill Mountains. Environmental Modeling and Assessment, 9(2), 77-89. http://dx.doi.org/10.1023/B:ENMO.0000032096.13649.92.
    Nagler, T., Rtto, H., Malcher, P., Müller, F., 2008. Assimilation of meteorological and remote sensing data for snowmelt runoff forecasting. Remote Sensing of Environment, 112(4), 1408–1420. http://dx.doi.org/10.1016/j.rse.2007.07.006.
    Pellicciotti, F., Brock, B., Strasser, U., Burlando, P., Funk, M., Corripo, J., 2005. An enhanced temperature-index glacier melt model including the shortwave radiation balance: Development and testing for Haut Glacier d’Arolla, Switzerland. Journal of Glaciology, 51(175), 573-587. http://dx.doi.org/10.3189/172756505781829124.
    Rango, A., Martinec, J., 1981. Accuracy of snowmelt runoff simulation. Hydrology Research, 12(4-5), 265-274.
    Richard, C., Gratton, D.J., 2001. The importance of the air temperature variable for the snowmelt runoff modelling using the SRM. Hydrological Processes, 15(18), 3357–3370. http://dx.doi.org/10.1002/hyp.1031.
    Saydi, M., Abudu, S., Cui, C., Basite, M., 2013. Hydrological characteristics of typical watersheds in North Tianshan. Journal of China Hydrology, 33(2), 87–92 (in Chinese).
    Tang, Z.Y., Fang, J.Y., 2006. Temperature variation along the northern and southern slopes of Mt. Taibai, China. Agricultural and Forest Meteorology, 139(3-4), 200-207. http://dx.doi.org/10.1016/j.agrformet.2006.07.001.
    Tekeli, A.E., Akyürek, Z., ?orman, A.A., ?ensoyc, A., ?orman, A.Ü., 2005. Using modis snow cover maps in modeling snowmelt runoff process in the eastern part of Turkey. Remote Sensing of Environment, 97(2), 216–230. http://dx.doi.org/10.1016/j.rse.2005.03.013.
    Vafakhah, M., Nouri, A., Alavipanah, S.K., 2015. Snowmelt-runoff estimation using radiation SRM model in Taleghan watershed. Environmental Earth Sciences, 73(3), 993-1003. http://dx.doi.org/10.1007/s12665-014-3449-5.
    Wang, J., Li, H., Hao, X., 2010. Response of snowmelt runoff to climate change in an inland river basin, Northwestern China, Over the past 50 years. Hydrology and Earth System Science, 14(10), 1979-1987. http://dx.doi.org/10.5194/hess-14-1979-2010.
    Wu, L.H., Li, H.L., Wang, L., 2011. Application of a degree-day model for determination of mass balance of Urumqi Glacier No.1, Eastern Tianshan, China. Journal of Earth Science, 22(4), 470-481. http://dx.doi.org/10.1007/s12583-011-0201-x.
    Zhang, P., Wang, J., Liu, Y., Li, Y., 2009. Application of SRM to flood forecast and forewarning of Manasi River Basin in spring. Remote Sensing Technology and Application, 24(4), 456-461 (in Chinese).
    Zhang, Y.C., Li, B.L., Bao, A.M., Zhou, C.H., Chen, X., Zhang, X.R., 2006. Simulation of snowmelt runoff model in Kaidu River Basin. Science in China Series D: Earth Sciences, 36, 24-32. http://dx.doi.org/10.1007/s11430-007-5007-4.
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