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Low flow frequency analysis by L-moments method (Case study: Iranian Central Plateau River Basin) | ||
Desert | ||
مقاله 8، دوره 20، شماره 2، مهر 2015، صفحه 167-175 اصل مقاله (185 K) | ||
نوع مقاله: Research Paper | ||
شناسه دیجیتال (DOI): 10.22059/jdesert.2015.56480 | ||
نویسنده | ||
Amir Reza Keshtkar* | ||
Desert management Dept., International Desert Research Center (IDRC), University of Tehran | ||
چکیده | ||
Knowledge about low flow statistics is essential for effective water resource planning and management in ungauged or poorly gauged catchment areas, especially in arid and semi-arid regions such as Iran. We employed a data set of 20 river flow time-series from the Iranian Central Plateau River Basin, Iran to evaluate the low-flow series using several frequency analysis methods and compared the result of these methods in their ability to set low flows for the conservation of instream water uses. Theoretical frequency distributions including the log-normal, three-parameter lognormal, Gumbel, Pearson type III, and log Pearson type III were applied with the low-flow series. Goodness-of-fit tests including Lmoment and conventional moment methods for the observed data were applied to identify the best distributions. For each distribution, the calculated values of the residual sum of squares (RSS) was applied to compare between the conventional moment and L-moment methods, and the best method was selected to determine the most appropriate probability distribution. The lowest RSS values were used to select the best distribution for each station. Then, T-year low-flow series was estimated using the best probability distribution. Our results suggested that, for annual low flows, based on the computed RSS, Pearson type III, log Pearson type III, Gumbel distributions, and L-moment method were suitably distinguished for 85%, 10%, and 5% of the stations, respectively. Finally, Compared to the conventional moment method, L-moments method was found to be more adequate to identify low-flow series probability distributions in the Iranian Central Plateau River Basin, while Pearson type III was found to be the best probability distribution for modeling minimum flow series in the study area. | ||
کلیدواژهها | ||
Arid and semi-arid region؛ Frequency Analysis؛ L-moments؛ Low flow | ||
مراجع | ||
Bayazit, M., B. Önoz, 2002. LL-moments for estimating low flow quantiles / Estimation des quantiles d'étiage grâce aux LL-moments. Hydrological Sciences Journal, 47; 707-720. Caruso, B.S., 2000. Evaluation of low-flow frequency analysis methods. Journal of Hydrology (NZ), 39; 19- 47. Chen, Y.D., G. Huang, Q. Shao, C. Xu, 2006. Regional analysis of low flow using L-moments for Dongjiang basin, South China. Hydrological Sciences Journal, 51; 1051-1064. Chowdhury, J.U., J.R. Stedinger, L. Lu, 1991. Goodnessof- fit tests for regional GEV flood distributions. Water Resource Research, 27; 1756-1776. Daviau, J.L., K. Adamowski, G.G. Patry, 2000. Regional flood frequency anaysis using GIS, L-moment and geostatistical methods. Hydrological Processes, 14; 2731-2753. Delleur, J.W., A.R. Rao, J.M. Bell, 1988. Criteria for the determination of minimum streamflows. Technical report CE-HSE-88-6, School of Civil Enginieering, Purdue University, West Lafayyete, Ind. Dodangeh, E., S. Soltani, A. Sarhadi, J.T. Shiau, 2013. Application of L-moments and Bayesian inference for low-flow regionalization in Sefidroud basin, Iran. Hydrological Processes, 35; 1-14. Du, T., L. Xiong, Ch.Y. Xu, Ch.J. Gippel, S. Guo, P. Liu, 2015. Return period and risk analysis of nonstationary low-flow series under climate change. Journal of Hydrology, 527; 234–250. Eslamian, S.S., S. Chavoshi, 2003. The Application of Lmoments Theory in Flood Frequency Analysis of Central Catchments of Iran. JWSS, 7; 1-17. Eslamian, S.S., H. Feizi, 2007. Maximum monthly rainfall analysis using L-moments for an arid region in Isfahan province, Iran. Journal of Applied Meteorological and Climatology, 46; 494-503. Greenwood, J.A., J.M. Landwehr, N.C. Matalas, J.R. Wallis, 1979. Probability Weighted Moments: Definitions and Relation to Parameters of Several Distributions Expressible in Inverse Form. Water Resource Research, 15; 1049-1054. Gustard, A., Young, A.E., Rees, G., Holmes, M., 2004. Low flows, drought and operational hydrology. In: Tallaksen, L.M., van Lanen, H.A.J. (Eds.), Hydrological Drought: Processes and Estimation Methods for Streamflow and Groundwater Developments in Water Science, vol. 48. Elsevier, NL. Hosking, J.R.M., 1990. L-moments: analysis and estimation of distributions using linear combinations of order statistics. Journal of Royal Statistical Society, 52; 105-124. Hosking, J.R.M., J.R. Wallis, 1993. Some statistics useful in regional frequency analysis. Water Resource Research, 29; 271-281. Hosking, J.R.M., J.R. Wallis, 1997. Regional frequency analysis: an approach based on L-moments. Cambridge University Press, Cambridge, UK. Iran Water Resources Management Company, 2013. Low flow data of Iranian Central Plateau River Basin. Jingyi, Z., M.J. Hall, 2004. Regional Flood Frequency Analysis for the Gan-Ming River Basin in China. Journal of Hydrology, 296; 98-117. Keshtkar, A.R., A. Salajegheh, M. Najafi Hajivar, 2012. Flood flow frequency model selection using L-moment method in arid and semi-arid regions of Iran. Desert, 17; 41-48. Khandi, S., H. Kachroo, R.K. Gunasekara, 2000. Comparison of Annual Maximum Series and Partial Duration of Homogeneous Regions. Hydrological Science Journal, 45; 437-447. Kjeldsen, T.R., J.C. Smithers, R.E. Schulze, 2001. Regional Flood Frequency Analysis in the KwaZulu- Natal Province, South Africa, Using the Index-Flood Method. Journal of Hydrology, 255; 194-211. Kroll, C.N., Vogel, R.M., 2002. Probability distribution of low streamflow series. Journal of Hydrological Engineering, ASCE, 7; 137–146. Kumar, R., Chatterjee, C., Kumar, S., Lohani, A.K., Singh, R.D., 2003. Development of regional flood frequency relationships using L-moments for Middle Ganga Plains Subzone 1(f) of India. Water Resource Management, 17; 243–257. Laaha G., G. Bloschi, 2006. A comparison of low flow regionalisation methods catchment grouping. Journal of Hydrology, 323; 193–214. Lim, Y.H., Lye, L.M., 2003. Regional flood estimation for ungauged basins in Sarawak, Malaysia. Hydrological Science Journal, 48; 79–94. Malekinezhad, H., H.P. Nachtnebel, A. Klik, 2011. Regionalization Approach for Extreme Flood Analysis Using L-moments. Journal of Agricultural Science and Technology, 13; 1183-1196. Matalas, N.C., 1963. Probability distribution of low flows. Report 434-A, U.S. Geological Survey, Washington, D.C. Minocha, V.K., 2003. Discussion of Probability distribution of low streamflow series by C.N. Kroll & R.M. Vogel. Journal of Hydrologic Engineering, ASCE, 8; 297. McCuen, R.H., 2003. Modeling hydrologic change: Statistical methods. CRC Press, Florida, 433p. Modarres, R., 2008. Regional Frequency Distribution Type of Low Flow in North of Iran by L-moments. Water Resources Management, 22; 823-841. Modarres, R. 2009. Regional Dry Spells Frequency Analysis by L-Moment and Multivariate Analysis. Water Resources Management, 24; 2365-2380. Pandey, M.D., Gelder, P.H., Vrijling, J.K., 2001. Assessment of an L-kurtosis-based criterion for quantile estimation. Journal of Hydrologic Engineering ASCE, 6; 284–291. Parida, B.P., Kachroo, R.K., Shrestha, D.B., 1998. Regional flood frequency analysis of Mahi-Sabarmati Basin (Subzone 3-a) using index flood procedure with L-moments. Water Resources Management, 12; 1–12. Pearson, C.P., 1995. Regional frequency analysis of low flow in New Zealand rivers. Journal of Hydrology (NZ), 33; 94-122. Peel, M.C., T.A. McMahon, B.L. Finlayson, 2004. Continental Differences in the Variability of Annual Runoff-Update and Reassessment. Journal of Hydrology, 295; 185-197. Peng, S., C. Xi, Q. Si-min, Y. Tao, Z. Zhi-cai, M. Jianliang, 2009. Regional Frequency Analysis of Low Flow Based on L-Moments in Karst Area, Southwest China. Joint International Convention of 8th IAHS Scientific Assembly and 37th IAH Congress, Water: A vital resource under stress – How Science can help, September 6-12, Hyderabad, India. Rostami, R., 2013. Regional Flood Frequency Analysis Based on L-Moment Approach (Case Study West Azarbayjan Basins). Journal of Civil Engineering and Urbanism, 3; 107-113. Salajegheh, A., A.R. Keshtkar, S. Dalfardi, 2008. To study of the appropriate probability distributions for annual maximum series using L-moment method in arid and semi-arid regions of Iran. XIII World Water Congress, 1-4 september, Montpellier, France. Sarhadi, A., S. Soltani, R. Modares, 2008. Regional frequency analysis for low flow using L-moment method in Jiroft region. Iranian Water Research Journal (In Persian), 3; 45-54. Sawaske, S.R., D.R. Freyberg, 2014. An analysis of trends in baseflow recession and low-flows in rain-dominated coastal streams of the pacific coast. Journal of Hydrology, 519; 599–610. Shi, P., X. Chen, S. Qu, Zh. Zhang, J. Ma, 2010. Regional Frequency Analysis of Low Flow Based on L Moments: Case Study in Karst Area, Southwest China. Journal of Hydrologic Engineering, ASCE, 15:370-377. Smakhtin, V.U., 2001. Low flow hydrology: a review. Journal of Hydrology, 240; 147–186. Smithers, J.C., R.E. Schulze, 2000. A Methodology for the Estimation of Short Duration Design Storms in South’s Africa Using a Regional Approach Based on Lmoments. Journal of Hydrology, 241; 42-52. Staudinger M, J. Seibert, 2014. Predictability of low flow – An assessment with simulation experiments. Journal of Hydrology, 519; 1383–1393. Stedinger, J.R., R.M. Vogel, F. Foufula-Georgiou, 1993. Frequency Analysis of Extreme Events, In Handbook of Applied Hydrology, Ch18, Editor-in-chief, D.A. Maidment, Mc Grow-Hill, Newyork.PP.1-66. Thomas, B., G. Lishchied, J. Stiedl, O. Dietrich, 2015. Long term shift of low flows predictors in small lowland catchments of Northeast Germany. Journal of Hydrology, 521; 508–519. Vogel, R.M., C.N. Kroll, 1989. Low flow frequency analysis using probability plot correlation coefficients. Journal of Water Resources Planning and Management, ASCE, 115; 338-357. Vogel, R.M., N.M. Fennessey, 1993. L-moments diagrams should replace product moment diagrams. Water Resource Research, 29; 1745-1752. Vogel, R.M., W.O. Thomas, T.A. McMahon, 1993. Flood flow frequency model selection in Southwestern U.S.A. Journal of Water Resources Planning and management, ASCE, 119; 353-366. Vogel, R., I. Wilson, 1996. Probability Distribution of Annual Maximum, Mean & Minimum Stream Flows in the United States. Journal of Hydrologic Engineering, 12; 69-76. Yurekli, K., A. Kurunc, S. Gul, 2005. Frequency Analysis of Low Flow Series from Çekerek Stream Basin. Tarim Bilimleri Dergisi, 11; 72-77. | ||
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