SNOWMELT RUNOFF ANALYSIS AND IMPACT ASSESSMENT OF TEMPERATURE CHANGE IN THE UPPER PUNATSANG CHU BASIN, BHUTAN
Keywords:
Snowmelt runoff analysis, SRM Model, Impact of temperature change, Punatsang Chu Basin, BhutanAbstract
In the an area like Bhutan, the accessing and monitoring of glacier and snow melt is difficult due to its the unfriendly and rugged terrain,; thus, the Ssnowmelt Rrunoff Mmodel (SRM) with remote sensing data offers the potential for furnishing information to improve water resources management and decision making. The main objective of the study is to estimate runoff during the snowmelt period and the impact of hypothetical temperature change on streamflow. Herewith, the model input data include basin characteristics, variables, and parameters to execute the model. The processes are routinely operated by a calibration and validation process and accuracy assesses assessments with standard measurements. The output includes runoff volume and average runoff with a hydrograph for a the melting season (April- August) of the years 2005-2009. Besides, the impact of temperature change on the streamflow are is investigated using three 3 different hypothetical scenarios: (1). T + 1˚C, (2) T + 2˚C, and (3) T + 3˚C. The simulated average runoff volumes were 446.08, 416.49, 422.51, 480.19, and 440.29 m3/s, respectively, for the years 2005-2009. The computed discharge is was then correlated with the measured discharge and it was found that the Nash-Sutcliffe efficiency efficiency rangingrange: was 70 – 93%, the absolute percent bias: ranging ranged from 3.45 to 5.18%, and the difference in volume different rangingranged from: -5.18 to 3.45 for all the hydrological years. Based on the hydrograph, it was observed that the SRM model has simulated the daily flows reasonably well showing a generally a good agreement with the daily observed flows except for a few peaks. However, it was found that the SRM model has some limitations to for modelling the a period where when there is an occurrence of extreme weather conditions like a cyclone, storm, and or heavy rainfall. In the case of the impact of temperature change on the streamflow, it was observed that with every 1˚C increase in every 1˚C of the average temperature, an the average runoff increased by 7%.
References
Aggarwal, S.P., Thakur, P.K., Nikam, B.R., and Garg, V. (2014). Integrated approach for snowmelt runoff estimation using temperature index model, remote sensing and GIS. Curr. Sci. India, 106(3):397-407.
Archer, D. R. (2003). Contrasting hydrological regimes in the upper Indus Basin. J. Hydrol., 274:198–210.
Arya, D.S., Gautam, A.K., and Murukar, A.R. (2014). Snowmelt modelling of Dhauligang River using snowmelt runoff model. Proceedings of the 11th International Conference on Hydroinformatics, HIC 2014,; August 17-21, 4; New York City, NY, USA, p. 2695-2702.
Butt, M. J., and Bilal, M. (2011). Application of snowmelt runoff model for water resource management. Hydrol. Processes., 25:3735-3747.
Chettri, N, Sharma, E., Shakya, B., Thapa, R., Bajracharya, B., Uddin, K., Oli, K.P., and Choudhury, D. (2010). Biodiversity in the Eastern Himalayas; Status, Trends and Vulnerability to Climate Change: Climate Change Impact and Vulnerability in the Eastern Himalayas. Technical Report 2. The International Centre for Integrated MOD Mountain Development,Technical Report 2. Kathmandu, Nepal.
Dai, A. (2008). Temperature and pressure dependence of the rain-snow phase transition over land and ocean. Geophys. Res. Lett., 35(12):L12802:1-6, doi:10.1029/2008GL033295.
DeWalle, D.R., and Rango, A. (2008). Principal of Snow Hydrology. Cambridge University Press, Cambridge, UK,. 428p.
Duran-Ballen, S.A., Shrestha, M., Wang, L., Yoshimura, K., and Koike, T. (2012). Snow cover modelling at the Puna Tsang river basin in Bhutan with corrected JRA-25 temperature. J. Japan Society Civil Eng..
Ferguson, R.I. (1999). Snowmelt runoff models. Prog. Phys. Geog., 23(2): 205-227.
Forkuor, G., and Maathuis, B. (2012). Comparison of SRTM and ASTER derived Ddigital Eelevation Mmodels over two regions in Ghana–Iimplication for Hhydrological and Eenvironmental Mmodel¬ing,. In: Studies on Environmental and Applied Geomorphology,. Dr. Tommaso Placentin, T. and Miccadei, E., (Eeds.),. ISBN: 978-935-51-0361-5, In Tech, Rijeka, Croatia, p. 219-240. [Online] Available: http://www.intechopen.com/books/ studies-on-environmental-and appliedgeomor¬phology/comparison-of-srtm-and-aster-derived-digital-elevation-models-over-two-regions-in-ghana .
Hall, D.K., Riggs G.A., and Salomonson, V.V. (1995). Development of methods of mapping global snow cover using moderate resolution imaging spectroradiometer data. Remote Sens. Environ., 54:127-140.
Hall, D.K., Riggs, G.A., and Salomonson, V.V. (2001). Algorithm Ttheoretical Bbasis Ddocument (ATBD) for the MODIS snow and sea ice– mapping algorithms. [Online] Available: http:// modis.gsfc.nasa.gov/data/atbd/atbd_mod10.pdf.
Hock, R. (2003). Temperature index melt modelling in mountain areas. J. Hydrol., 282:104-115.
Immerzeel, W.W, Droogers, P., de Jong, S.M, and Bierkens, M.F.P. (2010). Satellite derived snow and runoff dynamics in the Upper Indus River basin. Grazer Schriften der Geographie und Raumforschung. 45: 303-312.
Jain, S.K., Goswami, A., and Saraf, A.K. (2010). Snowmelt runoff modelling in a Himalayan basin with the aid of satellite data. Int. J. Remote Sens., 31(24): 6603-6618.
Jain, S.K., Lohani, A.K., and Singh, R.D. (2012). Snowmelt runoff modeling in a basin located in Bhutan Himalaya. India Water Week 2012 Conference-Water, Energy and Food Security: Call for Solutions:; April 10-14, 2012; New Delhi, India, p. 1-13pp.
Kult, J., Choi, W., and Choi, J. (2014). Sensitivity of the snowmelt runoff model to snow covered area and temperature inputs. Appl. Geogr., 55: 30-38.
Lamsang, T. (2009). Flood kills 4. Thimphu, Bhutan: Kuensel. Available from: http://www.bhutan-switzerland.org/pdf/Kuensel_27-05-09.pdf. Accessed date: May 5, 2015.
Li, X., and Williams, M.W. (2008). Snowmelt runoff modelling in an arid mountain watershed., Tarim Basin, China. Hydrol. Processes., doi10.1002/ hyp22(19):3931-3940.
Liu, J., and Rasul, G. (2007). Climate Cchange, the Himalayan Mmountians, and ICIMOD. Sustainable Mountain Development., 53:11-14.
Martinec, J., and Rango, A. (1986). Parameter values for snowmelt runoff modelling. J. Hydrol., 84: 197-219.
Martinec, J., and Rango, A. (1989). Merits of Sstatistical criteria for the performance of hydrological models. Water Resour.ces Bulletin., 25(2): 421- 432.
Martinec, J., Rango, A., and Major, E. (1983). The Snowmelt-Runoff Model (SRM) User’s Manual. National Aeronautics and Space Administration, Scientific and Technical Information Branch, Springfield, VA, USA, 110p. Reference Publication 1100.
Martinec, J., Rango, A., and Roberts, R. (2007). Snowmelt Runoff Model (SRM) User’s Manual. Updated Edition for Windows, WinSRM Version 1.11. New Mexico State University, Las Cruces, NM, USA, 172p.
National Resources Conservation Service. (2004). National Engineering Handbook. Washinton, DC, USA: United States Department of Agriculture. Available from: http://www.nrcs.usda.gov/ wps/portal/nrcs/detailfull/national/home/? cid=stelprdb1043063. Accessed date: Nov 21, 2014.
Rango, A., and van Katwijk, V.V. (1990). Development and testing of a snowmelt runoff forecasting technique. Water Resour.ces Bulletin., 26(1): 135-144.
Regmi, D. (2011). Impact of climate change on water resources in view of contribution of snowmelt in stream flowstreamflow: A case study from Langtang Basin Nepal. [Ph.D. Ddissertation], Tribhuvan University, Kirtipur, Kathmandu, Nepal.
Seidel, K., and Martinec, J. (2004). Remote sSensing in snow Hydrology: Runoff Modelling, Effect of Climate Change. Springer, Berlin, Germany,. 150p.
Silwal, G. (2014). Modelling snow and icemelt runoff in the context of climate change: a case study of Dudhkoshi river basin, Nepal. [Master MSc. Thesis]. Department of Environmental Science, Tribhuvan University, Kirtipur, Kathmandu, Nepal.
Singh, P., and Jain, S.K. (2003). Modelling of streamflow and its components for large Himalayan basin with predominant snowmelts yields. Hydrolg. Sci. J., 48(2):257-276.
Singh, P., and Kumar, N. (1997). Impact assessment of climate change on hydrological response of a snow and glacier melt runoff dominated Himalayan river. J. Hydrol., 193: 316-350.
Tahir, A.A., Chevallier, P., Arnaud, Y., Neppel, L., and Ahmand, B. (2011). Modeling snowmelt runoff under climate scenarios in the Hunza River basin, Karakoram Ranger, Morthern Northern Pakistan. J. Hydrol., 409:104-117.
Tekeli, A.E., Akyurek, Z. Sorman, A.A., Sensoy, A., and Sorman, A. (2005). Using MODIS snow cover maps in modeling snowmelt runoff process in the eastern part of Turkey. Remote Sens. Environ., 97:216-230.
Tenzing Lamsang (2009, 27 May). Flood kills 4. Kuensel. [Online] Available: http://www.bhutan-switzerland.org/pdf/Kuensel_27-05-09.pdf Accessed date: May5, 2015.
United States Army Corps of Engineers. (1956). Snow Hydrology: Summary report of the snow inves¬tigations,. Washington D.C.: U.S. Department of Commerce Office of Technical Services PB 151660 North Pacific Division, Corps of Engineers, US Army, Portland, OR, USA, 437p.
United States Army Corps of Engineers. (1998). Engineering and Design: Runoff from snowmelt. Manual No. 1110-2-1406. [Online] aAvailable from: http://www.usace.army.mil/publications/ eng-manuals/em1110-2-1406/toc.htm Accessed date May 5, 2014.
USDA NRCS. (2004). National Engineering Handbook. [Online] available: http://www.nrcs.usda.gov/ wps/portal/nrcs/detailfull/national/home/? cid=stelprdb1043063. Accessed date November 21, 2014.
Zhang , G., Xie, H., Yao, T., Li, H., and Duan, S. (2014). Quantitative water resources assessment of Qinghai Lake basin using snowmelt runoff model (SRM). J. Hydrol.. 519: 976-987.
Zhang, Y., Liu, S., and Ding, Y. (2006). Observed degree-day factors and their spatial variation on glaciers in western China. Ann.als of Glacialogy Glaciol., 43:301-306.








