Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Acta scientiarum. Technology (Online) |
Texto Completo: | http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/58360 |
Resumo: | In this paper, the relationship between rainfall and runoff is examined according to SCS-CN method based on DEM, soil and land use maps over Ballikaya Watershed. For the applicability of the method, firstly, the basin physical characteristics are compiled in Arc-GIS environment. Then, parameters related to the physical properties of the land are processed via HEC-GeoHMS, and continuous rainfall-runoff simulations are estimated by the HEC-HMS. The simulation parameters are conducted with five different objective function methods, and evaluations of the model performance are explained in addition to graphical methods with different metrics including NSCE, MRE and PCC. Results show that the HEC-HMS simulations capture time of the peak although predictions slightly underestimate value of the peak flows and runoff volume. Nevertheless, runoff fluctuation is simulated well respect to observed hydrographs over the watershed during both calibration and verification periods. In addition, the obtained simulation values with this study show that the hydrograph values of the rivers in the Ballikaya Watershed have the potential to be predicted via computer environment without any need from gauging measurements. Results can be used to investigate potential drought and flood risks over the region based only on the weather forecasts for the future studies. |
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Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin Ballikaya Basin; continuous rainfall-runoff simulations; HEC-GeoHMS; HEC-HMS; SCS-CN.Ballikaya Basin; continuous rainfall-runoff simulations; HEC-GeoHMS; HEC-HMS; SCS-CN.In this paper, the relationship between rainfall and runoff is examined according to SCS-CN method based on DEM, soil and land use maps over Ballikaya Watershed. For the applicability of the method, firstly, the basin physical characteristics are compiled in Arc-GIS environment. Then, parameters related to the physical properties of the land are processed via HEC-GeoHMS, and continuous rainfall-runoff simulations are estimated by the HEC-HMS. The simulation parameters are conducted with five different objective function methods, and evaluations of the model performance are explained in addition to graphical methods with different metrics including NSCE, MRE and PCC. Results show that the HEC-HMS simulations capture time of the peak although predictions slightly underestimate value of the peak flows and runoff volume. Nevertheless, runoff fluctuation is simulated well respect to observed hydrographs over the watershed during both calibration and verification periods. In addition, the obtained simulation values with this study show that the hydrograph values of the rivers in the Ballikaya Watershed have the potential to be predicted via computer environment without any need from gauging measurements. Results can be used to investigate potential drought and flood risks over the region based only on the weather forecasts for the future studies.In this paper, the relationship between rainfall and runoff is examined according to SCS-CN method based on DEM, soil and land use maps over Ballikaya Watershed. For the applicability of the method, firstly, the basin physical characteristics are compiled in Arc-GIS environment. Then, parameters related to the physical properties of the land are processed via HEC-GeoHMS, and continuous rainfall-runoff simulations are estimated by the HEC-HMS. The simulation parameters are conducted with five different objective function methods, and evaluations of the model performance are explained in addition to graphical methods with different metrics including NSCE, MRE and PCC. Results show that the HEC-HMS simulations capture time of the peak although predictions slightly underestimate value of the peak flows and runoff volume. Nevertheless, runoff fluctuation is simulated well respect to observed hydrographs over the watershed during both calibration and verification periods. In addition, the obtained simulation values with this study show that the hydrograph values of the rivers in the Ballikaya Watershed have the potential to be predicted via computer environment without any need from gauging measurements. Results can be used to investigate potential drought and flood risks over the region based only on the weather forecasts for the future studies.Universidade Estadual De Maringá2022-05-25info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/5836010.4025/actascitechnol.v44i1.58360Acta Scientiarum. Technology; Vol 44 (2022): Publicação contínua; e58360Acta Scientiarum. Technology; v. 44 (2022): Publicação contínua; e583601806-25631807-8664reponame:Acta scientiarum. Technology (Online)instname:Universidade Estadual de Maringá (UEM)instacron:UEMenghttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/58360/751375154275Copyright (c) 2022 Acta Scientiarum. Technologyhttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessElagca, AdnanDis, Muhammet Omer2022-06-07T11:47:38Zoai:periodicos.uem.br/ojs:article/58360Revistahttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/indexPUBhttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/oai||actatech@uem.br1807-86641806-2563opendoar:2022-06-07T11:47:38Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)false |
dc.title.none.fl_str_mv |
Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin |
title |
Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin |
spellingShingle |
Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin Elagca, Adnan Ballikaya Basin; continuous rainfall-runoff simulations; HEC-GeoHMS; HEC-HMS; SCS-CN. Ballikaya Basin; continuous rainfall-runoff simulations; HEC-GeoHMS; HEC-HMS; SCS-CN. |
title_short |
Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin |
title_full |
Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin |
title_fullStr |
Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin |
title_full_unstemmed |
Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin |
title_sort |
Application of Arc-GIS, HEC-GeoHMS and HEC-HMS in a holistic sense for estimation of rainfall-runoff process: case study over Ballikaya Basin |
author |
Elagca, Adnan |
author_facet |
Elagca, Adnan Dis, Muhammet Omer |
author_role |
author |
author2 |
Dis, Muhammet Omer |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Elagca, Adnan Dis, Muhammet Omer |
dc.subject.por.fl_str_mv |
Ballikaya Basin; continuous rainfall-runoff simulations; HEC-GeoHMS; HEC-HMS; SCS-CN. Ballikaya Basin; continuous rainfall-runoff simulations; HEC-GeoHMS; HEC-HMS; SCS-CN. |
topic |
Ballikaya Basin; continuous rainfall-runoff simulations; HEC-GeoHMS; HEC-HMS; SCS-CN. Ballikaya Basin; continuous rainfall-runoff simulations; HEC-GeoHMS; HEC-HMS; SCS-CN. |
description |
In this paper, the relationship between rainfall and runoff is examined according to SCS-CN method based on DEM, soil and land use maps over Ballikaya Watershed. For the applicability of the method, firstly, the basin physical characteristics are compiled in Arc-GIS environment. Then, parameters related to the physical properties of the land are processed via HEC-GeoHMS, and continuous rainfall-runoff simulations are estimated by the HEC-HMS. The simulation parameters are conducted with five different objective function methods, and evaluations of the model performance are explained in addition to graphical methods with different metrics including NSCE, MRE and PCC. Results show that the HEC-HMS simulations capture time of the peak although predictions slightly underestimate value of the peak flows and runoff volume. Nevertheless, runoff fluctuation is simulated well respect to observed hydrographs over the watershed during both calibration and verification periods. In addition, the obtained simulation values with this study show that the hydrograph values of the rivers in the Ballikaya Watershed have the potential to be predicted via computer environment without any need from gauging measurements. Results can be used to investigate potential drought and flood risks over the region based only on the weather forecasts for the future studies. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-05-25 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/58360 10.4025/actascitechnol.v44i1.58360 |
url |
http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/58360 |
identifier_str_mv |
10.4025/actascitechnol.v44i1.58360 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/58360/751375154275 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2022 Acta Scientiarum. Technology http://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2022 Acta Scientiarum. Technology http://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Estadual De Maringá |
publisher.none.fl_str_mv |
Universidade Estadual De Maringá |
dc.source.none.fl_str_mv |
Acta Scientiarum. Technology; Vol 44 (2022): Publicação contínua; e58360 Acta Scientiarum. Technology; v. 44 (2022): Publicação contínua; e58360 1806-2563 1807-8664 reponame:Acta scientiarum. Technology (Online) instname:Universidade Estadual de Maringá (UEM) instacron:UEM |
instname_str |
Universidade Estadual de Maringá (UEM) |
instacron_str |
UEM |
institution |
UEM |
reponame_str |
Acta scientiarum. Technology (Online) |
collection |
Acta scientiarum. Technology (Online) |
repository.name.fl_str_mv |
Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM) |
repository.mail.fl_str_mv |
||actatech@uem.br |
_version_ |
1799315337954459648 |