Hydrologic Regionalization of Watersheds in Turkey

Hydrologic regionalization can be employed for importing data from gauged sites to ungauged sites. A number of techniques have been developed for hydrologic regionalization. This study presents an approach that combines three regionalization techniques in order to obtain homogeneous regions and compute streamflow at desired ungauged sites. First, an agglomerative hierarchical clustering algorithm is used to determine the number of homogeneous regions. Second, homogeneous regions are defined by the k -means partitioning method. Third, the flow duration curve (FDC) method is used to compute streamflow discharge at desired ungauged sites in homogeneous regions. The combined approach was then applied to 26 river basins in Turkey having 1,410 river gauging stations, where homogeneous regions were identified and streamflow discharge was calculated at ungauged sites. At many of the unguaged sites, small hydropower projects are being planned for development. It was found that these 1,410 river gauging stations (2...

[1]  John S. Gulliver,et al.  Prediction of River Discharge at Ungaged Sites with Analysis of Uncertainty , 1993 .

[2]  Oscar J. Mesa,et al.  Multiscaling theory of flood peaks: Regional quantile analysis , 1994 .

[3]  Scott A. Lecce,et al.  Spatial variations in the timing of annual floods in the southeastern United States , 2000 .

[4]  Michael B. Richman,et al.  On the Application of Cluster Analysis to Growing Season Precipitation Data in North America East of the Rockies , 1995 .

[5]  A. Ramachandra Rao,et al.  Regionalization of watersheds by fuzzy cluster analysis , 2006 .

[6]  Christos Pateritsas,et al.  A multi-clustering fusion scheme for data partitioning , 2005, Int. J. Neural Syst..

[7]  N. Sajikumar,et al.  CLASSIFICATION OF RIVER BASINS USING ARTIFICIAL NEURAL NETWORK , 2000 .

[8]  David R. Dawdy,et al.  Multiscaling and Skew Separation in Regional Floods , 1995 .

[9]  Yurdanur S. Unal,et al.  Redefining the climate zones of Turkey using cluster analysis , 2003 .

[10]  A. C. Rencher Methods of multivariate analysis , 1995 .

[11]  M. J. Hall,et al.  Regional flood frequency analysis for the Gan-Ming River basin in China , 2004 .

[12]  Vladimir U. Smakhtin,et al.  Daily flow time series patching or extension: a spatial interpolation approach based on flow duration curves , 1996 .

[13]  Stephan J. Nix,et al.  Hydrologic Regionalization of Watersheds. II: Applications , 2002 .

[14]  Rafael G. Quimpo,et al.  Regionalized Flow Duration for Philippines , 1983 .

[15]  D. Burn,et al.  REGIONALIZATION OF CATCHMENTS FOR REGIONAL FLOOD FREQUENCY ANALYSIS , 1997 .

[16]  Emrah Dogan,et al.  Classification of River Yields in Turkey with Cluster Analysis , 2006 .

[17]  David R. Dawdy,et al.  Physical interpretations of regional variations in the scaling exponents of flood quantiles , 1995 .

[18]  Gary D. Tasker Comparing Methods of Hydrologic Regionalization , 1982 .

[19]  Carme Hervada-Sala,et al.  A program to perform Ward's clustering method on several regionalized variables , 2004, Comput. Geosci..

[20]  Stephan J. Nix,et al.  Hydrologic Regionalization of Watersheds. I: Methodology Development , 2002 .

[21]  Richard M. Vogel,et al.  Flow‐Duration Curves. I: New Interpretation and Confidence Intervals , 1994 .

[22]  Groupe de recherche en hydrologie statistique Presentation and review of some methods for regional flood frequency analysis , 1996 .

[23]  Michalis Vazirgiannis,et al.  Clustering validity checking methods: part II , 2002, SGMD.

[24]  D. Burn Catchment similarity for regional flood frequency analysis using seasonality measures , 1997 .

[25]  A. Gustard,et al.  A region of influence approach to predicting flow duration curves within ungauged catchments , 2002 .

[26]  K. Singh,et al.  Model Flow Duration and Streamflow Variability , 1971 .

[27]  J. Stedinger Estimating a regional flood frequency distribution , 1983 .

[28]  Juan B. Valdés,et al.  A Physically Based Flood Frequency Distribution , 1984 .

[29]  Richard M. Vogel,et al.  A stochastic index flow model of flow duration curves , 2004 .

[30]  Ton H. Snelder,et al.  Improved eco‐hydrological classification of rivers , 2005 .

[31]  Ioannis A. Niadas,et al.  Regional flow duration curve estimation in small ungauged catchments using instantaneous flow measurements and a censored data approach , 2005 .

[32]  HalkidiMaria,et al.  Clustering validity checking methods , 2002 .

[33]  Donald H. Burn,et al.  Flood frequency analysis for ungauged sites using a region of influence approach , 1994 .

[34]  Pao-Shan Yu,et al.  A regional model of low flow for southern Taiwan , 2002 .

[35]  M. Mosley Delimitation of New Zealand hydrologic regions , 1981 .

[36]  Ranvir Singh,et al.  Regional Flow-Duration Models for Large Number of Ungauged Himalayan Catchments for Planning Microhydro Projects , 2001 .

[37]  Attilio Castellarin,et al.  Regional flow-duration curves: reliability for ungauged basins , 2004 .

[38]  Pao-Shan Yu,et al.  Synthetic regional flow duration curve for southern Taiwan , 1996 .

[39]  Brian Everitt,et al.  Cluster analysis , 1974 .

[40]  Mike Acreman,et al.  Classification of drainage basins according to their physical characteristics; an application for flood frequency analysis in Scotland , 1986 .

[41]  Donald H. Burn,et al.  Cluster Analysis as Applied to Regional Flood Frequency , 1989 .

[42]  Maria Mimikou,et al.  Regionalization of flow duration characteristics , 1985 .

[43]  V. Clark,et al.  Computer-aided multivariate analysis , 1991 .

[44]  Richard M. Vogel,et al.  Closure of "Regional Flow-Duration Curves for Ungauged Sites in Massachusetts" , 1990 .