Hydrologic homogeneous regions using monthly streamflow in turkey

Cluster analysis of gauged streamflow records into homogeneous and robust regions is an important tool for the characterization of hydrologic systems. In this paper we applied the hierarchical cluster analysis to the task of objectively classifying streamflow data into regions encompassing similar s...

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Autores:
Kahya, Ercan
Demirel, Mehmet C.
Bég, Osman A.
Tipo de recurso:
Article of journal
Fecha de publicación:
2008
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/33995
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/33995
http://bdigital.unal.edu.co/24075/
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Atribución-NoComercial 4.0 Internacional
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Kahya, Ercan40f06d1e-ff76-46fc-86f4-4c2a241ceb7b300Demirel, Mehmet C.31962a85-8719-4a2f-8cfd-2cd0c4fd939e300Bég, Osman A.a8722422-7ada-4dd1-a2a8-7538e2cd5b383002019-06-27T23:09:18Z2019-06-27T23:09:18Z2008https://repositorio.unal.edu.co/handle/unal/33995http://bdigital.unal.edu.co/24075/Cluster analysis of gauged streamflow records into homogeneous and robust regions is an important tool for the characterization of hydrologic systems. In this paper we applied the hierarchical cluster analysis to the task of objectively classifying streamflow data into regions encompassing similar streamflow patterns over Turkey.The performance of three standardization techniques was also tested, and standardizing by range was found better than standardizing with zero mean and unit variance. Clustering was carried out using Ward's minimum variance method which became prominent in managing water resources with squared Euclidean dissimilarity measures on 80 streamflow stations. The stations have natural flow regimes where no intensive river regulation had occurred. A general conclusion drawn is that the zones having similar streamflow pattern were not be overlapped well with the conventional climate zones of Turkey; however, they are coherent with the climate zones of Turkey recently redefined by the cluster analysis to total precipitation data as well as homogenous streamflow zones of Turkey determined by the rotated principal component analysis. The regional streamflow informationin this study can significantly improve the accuracy of flow predictions in ungauged watersheds.application/pdfspaUNIVERSIDAD NACIONAL DE COLOMBIAhttp://revistas.unal.edu.co/index.php/esrj/article/view/21187Universidad Nacional de Colombia Revistas electrónicas UN Earth Sciences Research JournalEarth Sciences Research JournalEarth Sciences Research Journal; Vol. 12, núm. 2 (2008); 181-193 Earth Sciences Research Journal; Vol. 12, núm. 2 (2008); 181-193 2339-3459 1794-6190Kahya, Ercan and Demirel, Mehmet C. and Bég, Osman A. (2008) Hydrologic homogeneous regions using monthly streamflow in turkey. Earth Sciences Research Journal; Vol. 12, núm. 2 (2008); 181-193 Earth Sciences Research Journal; Vol. 12, núm. 2 (2008); 181-193 2339-3459 1794-6190 .Hydrologic homogeneous regions using monthly streamflow in turkeyArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL21187-71896-1-PB.pdfapplication/pdf3658296https://repositorio.unal.edu.co/bitstream/unal/33995/1/21187-71896-1-PB.pdf615a975e20b3656abc52c27f7a841c70MD51THUMBNAIL21187-71896-1-PB.pdf.jpg21187-71896-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg6292https://repositorio.unal.edu.co/bitstream/unal/33995/2/21187-71896-1-PB.pdf.jpgc7b1542b721770bb33c78a545a2a8a15MD52unal/33995oai:repositorio.unal.edu.co:unal/339952023-12-24 23:05:29.733Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Hydrologic homogeneous regions using monthly streamflow in turkey
title Hydrologic homogeneous regions using monthly streamflow in turkey
spellingShingle Hydrologic homogeneous regions using monthly streamflow in turkey
title_short Hydrologic homogeneous regions using monthly streamflow in turkey
title_full Hydrologic homogeneous regions using monthly streamflow in turkey
title_fullStr Hydrologic homogeneous regions using monthly streamflow in turkey
title_full_unstemmed Hydrologic homogeneous regions using monthly streamflow in turkey
title_sort Hydrologic homogeneous regions using monthly streamflow in turkey
dc.creator.fl_str_mv Kahya, Ercan
Demirel, Mehmet C.
Bég, Osman A.
dc.contributor.author.spa.fl_str_mv Kahya, Ercan
Demirel, Mehmet C.
Bég, Osman A.
description Cluster analysis of gauged streamflow records into homogeneous and robust regions is an important tool for the characterization of hydrologic systems. In this paper we applied the hierarchical cluster analysis to the task of objectively classifying streamflow data into regions encompassing similar streamflow patterns over Turkey.The performance of three standardization techniques was also tested, and standardizing by range was found better than standardizing with zero mean and unit variance. Clustering was carried out using Ward's minimum variance method which became prominent in managing water resources with squared Euclidean dissimilarity measures on 80 streamflow stations. The stations have natural flow regimes where no intensive river regulation had occurred. A general conclusion drawn is that the zones having similar streamflow pattern were not be overlapped well with the conventional climate zones of Turkey; however, they are coherent with the climate zones of Turkey recently redefined by the cluster analysis to total precipitation data as well as homogenous streamflow zones of Turkey determined by the rotated principal component analysis. The regional streamflow informationin this study can significantly improve the accuracy of flow predictions in ungauged watersheds.
publishDate 2008
dc.date.issued.spa.fl_str_mv 2008
dc.date.accessioned.spa.fl_str_mv 2019-06-27T23:09:18Z
dc.date.available.spa.fl_str_mv 2019-06-27T23:09:18Z
dc.type.spa.fl_str_mv Artículo de revista
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http://bdigital.unal.edu.co/24075/
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dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Earth Sciences Research Journal
Earth Sciences Research Journal
dc.relation.ispartofseries.none.fl_str_mv Earth Sciences Research Journal; Vol. 12, núm. 2 (2008); 181-193 Earth Sciences Research Journal; Vol. 12, núm. 2 (2008); 181-193 2339-3459 1794-6190
dc.relation.references.spa.fl_str_mv Kahya, Ercan and Demirel, Mehmet C. and Bég, Osman A. (2008) Hydrologic homogeneous regions using monthly streamflow in turkey. Earth Sciences Research Journal; Vol. 12, núm. 2 (2008); 181-193 Earth Sciences Research Journal; Vol. 12, núm. 2 (2008); 181-193 2339-3459 1794-6190 .
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
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dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
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rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
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