A Water Balance Model Based on Budyko Framework and Its Calibration through Particle Swarm Optimization Algorithm
In the study presented, to define monthly rainfall-runoff relation, a water budget model based on Budyko approach was used. Proposed five-parameter model requires only monthly mean precipitation and potential evapotranspiration data as input. The study region covers the Nif Creek located at the Gedi...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Artvin Corun University
2016-03-01
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| Series: | Doğal Afetler ve Çevre Dergisi |
| Subjects: | |
| Online Access: | http://dacd.artvin.edu.tr/tr/download/article-file/157455 |
| _version_ | 1797918459495972864 |
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| author | Umut Okkan Umut Kırdemir |
| author_facet | Umut Okkan Umut Kırdemir |
| author_sort | Umut Okkan |
| collection | DOAJ |
| description | In the study presented, to define monthly rainfall-runoff relation, a water budget model based on Budyko approach was used. Proposed five-parameter model requires only monthly mean precipitation and potential evapotranspiration data as input. The study region covers the Nif Creek located at the Gediz Basin. Model was calibrated with particle swarm optimization (PSO) algorithm. To validate the performance of model calibrated via PSO, statistical measures were assessed. The results derived from the study show that water budget model is successful in modeling of monthly runoff series. |
| first_indexed | 2024-04-10T13:30:43Z |
| format | Article |
| id | doaj.art-feb7798bff764886a34df782621d31cc |
| institution | Directory Open Access Journal |
| issn | 2528-9640 2528-9640 |
| language | English |
| last_indexed | 2024-04-10T13:30:43Z |
| publishDate | 2016-03-01 |
| publisher | Artvin Corun University |
| record_format | Article |
| series | Doğal Afetler ve Çevre Dergisi |
| spelling | doaj.art-feb7798bff764886a34df782621d31cc2023-02-15T16:11:42ZengArtvin Corun UniversityDoğal Afetler ve Çevre Dergisi2528-96402528-96402016-03-012111010.21324/dacd.78858A Water Balance Model Based on Budyko Framework and Its Calibration through Particle Swarm Optimization AlgorithmUmut Okkan0Umut Kırdemir1Balıkesir Üniversitesi, Mühendislik Mimarlık Fakültesi, İnşaat Mühendisliği Bölümü, Hidrolik Anabilim Dalı, 10145, Balıkesir.İzmir Yüksek Teknoloji Enstitüsü, İnşaat Mühendisliği Anabilim Dalı, İzmir.In the study presented, to define monthly rainfall-runoff relation, a water budget model based on Budyko approach was used. Proposed five-parameter model requires only monthly mean precipitation and potential evapotranspiration data as input. The study region covers the Nif Creek located at the Gediz Basin. Model was calibrated with particle swarm optimization (PSO) algorithm. To validate the performance of model calibrated via PSO, statistical measures were assessed. The results derived from the study show that water budget model is successful in modeling of monthly runoff series.http://dacd.artvin.edu.tr/tr/download/article-file/157455water budget modelbudyko frameworkparticle swarm optimization |
| spellingShingle | Umut Okkan Umut Kırdemir A Water Balance Model Based on Budyko Framework and Its Calibration through Particle Swarm Optimization Algorithm Doğal Afetler ve Çevre Dergisi water budget model budyko framework particle swarm optimization |
| title | A Water Balance Model Based on Budyko Framework and Its Calibration through Particle Swarm Optimization Algorithm |
| title_full | A Water Balance Model Based on Budyko Framework and Its Calibration through Particle Swarm Optimization Algorithm |
| title_fullStr | A Water Balance Model Based on Budyko Framework and Its Calibration through Particle Swarm Optimization Algorithm |
| title_full_unstemmed | A Water Balance Model Based on Budyko Framework and Its Calibration through Particle Swarm Optimization Algorithm |
| title_short | A Water Balance Model Based on Budyko Framework and Its Calibration through Particle Swarm Optimization Algorithm |
| title_sort | water balance model based on budyko framework and its calibration through particle swarm optimization algorithm |
| topic | water budget model budyko framework particle swarm optimization |
| url | http://dacd.artvin.edu.tr/tr/download/article-file/157455 |
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