Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru
Descripción del Articulo
Most hydrological studies rely on a model calibrated using discharge alone. However, judging the model reliability based on such calibration is problematic, as it does not guarantee the correct representation of internal hydrological processes. This study aims (a) to develop a comprehensive multi-ob...
Autores: | , , , , |
---|---|
Formato: | artículo |
Fecha de Publicación: | 2020 |
Institución: | Servicio Nacional de Meteorología e Hidrología del Perú |
Repositorio: | SENAMHI-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:repositorio.senamhi.gob.pe:20.500.12542/658 |
Enlace del recurso: | https://hdl.handle.net/20.500.12542/658 https://doi.org/10.1080/02626667.2020.1846740 |
Nivel de acceso: | acceso abierto |
Materia: | SWAT Hidrología Hydrological Modelling Modelos Topografía Calibración Cuencas Ecología https://purl.org/pe-repo/ocde/ford#1.05.11 gestion de recursos hidricos de cuenca - Agua |
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dc.title.none.fl_str_mv |
Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru |
title |
Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru |
spellingShingle |
Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru Fernández Palomino, Carlos SWAT Hidrología Hydrological Modelling Modelos Topografía Calibración Cuencas Ecología https://purl.org/pe-repo/ocde/ford#1.05.11 gestion de recursos hidricos de cuenca - Agua |
title_short |
Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru |
title_full |
Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru |
title_fullStr |
Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru |
title_full_unstemmed |
Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru |
title_sort |
Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru |
author |
Fernández Palomino, Carlos |
author_facet |
Fernández Palomino, Carlos Hattermann, F.F. Krysanova, V. Vega-Jácome, Fiorella Bronstert, A. |
author_role |
author |
author2 |
Hattermann, F.F. Krysanova, V. Vega-Jácome, Fiorella Bronstert, A. |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Fernández Palomino, Carlos Hattermann, F.F. Krysanova, V. Vega-Jácome, Fiorella Bronstert, A. |
dc.subject.es_PE.fl_str_mv |
SWAT Hidrología Hydrological Modelling Modelos Topografía Calibración Cuencas Ecología |
topic |
SWAT Hidrología Hydrological Modelling Modelos Topografía Calibración Cuencas Ecología https://purl.org/pe-repo/ocde/ford#1.05.11 gestion de recursos hidricos de cuenca - Agua |
dc.subject.ocde.none.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#1.05.11 |
dc.subject.sinia.none.fl_str_mv |
gestion de recursos hidricos de cuenca - Agua |
description |
Most hydrological studies rely on a model calibrated using discharge alone. However, judging the model reliability based on such calibration is problematic, as it does not guarantee the correct representation of internal hydrological processes. This study aims (a) to develop a comprehensive multi-objective calibration framework using remote sensing vegetation data and hydrological signatures (flow duration curve – FDC, and baseflow index) in addition to discharge, and (b) to apply this framework for calibration of the Soil and Water Assessment Tool (SWAT) in a typical Andean catchment. Overall, our calibration approach outperformed traditional discharge-based and FDC signature-based calibration strategies in terms of vegetation, streamflow, and flow partitioning simulation. New hydrological insights for the region are the following: baseflow is the main component of the streamflow sustaining the long dry-season flow, and pasture areas offer higher water yield and baseflow than other land-cover types. The proposed approach could be used in other data-scarce regions with complex topography. |
publishDate |
2020 |
dc.date.accessioned.none.fl_str_mv |
2021-01-05T17:50:42Z |
dc.date.available.none.fl_str_mv |
2021-01-05T17:50:42Z |
dc.date.issued.fl_str_mv |
2020 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.sinia.none.fl_str_mv |
text/publicacion cientifica |
format |
article |
dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12542/658 |
dc.identifier.isni.none.fl_str_mv |
0000 0001 0746 0446 |
dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.1080/02626667.2020.1846740 |
dc.identifier.url.none.fl_str_mv |
https://hdl.handle.net/20.500.12542/658 |
url |
https://hdl.handle.net/20.500.12542/658 https://doi.org/10.1080/02626667.2020.1846740 |
identifier_str_mv |
0000 0001 0746 0446 |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
dc.relation.ispartof.none.fl_str_mv |
urn:issn:2150-3435 |
dc.relation.uri.none.fl_str_mv |
https://www.tandfonline.com/doi/full/10.1080/02626667.2020.1846740 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.*.fl_str_mv |
Atribución-NoComercial-SinDerivadas 3.0 Estados Unidos de América |
dc.rights.uri.*.fl_str_mv |
http://creativecommons.org/licenses/by-nc-nd/3.0/us/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
Atribución-NoComercial-SinDerivadas 3.0 Estados Unidos de América http://creativecommons.org/licenses/by-nc-nd/3.0/us/ |
dc.format.none.fl_str_mv |
application/pdf |
dc.coverage.spatial.none.fl_str_mv |
Perú |
dc.publisher.none.fl_str_mv |
Taylor and Francis Ltd. |
publisher.none.fl_str_mv |
Taylor and Francis Ltd. |
dc.source.es_PE.fl_str_mv |
Repositorio Institucional - SENAMHI Servicio Nacional de Meteorología e Hidrología del Perú |
dc.source.none.fl_str_mv |
reponame:SENAMHI-Institucional instname:Servicio Nacional de Meteorología e Hidrología del Perú instacron:SENAMHI |
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Servicio Nacional de Meteorología e Hidrología del Perú |
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SENAMHI |
institution |
SENAMHI |
reponame_str |
SENAMHI-Institucional |
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SENAMHI-Institucional |
dc.source.journal.none.fl_str_mv |
Hydrological Sciences Journal |
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spelling |
Fernández Palomino, CarlosHattermann, F.F.Krysanova, V.Vega-Jácome, FiorellaBronstert, A.Perú2021-01-05T17:50:42Z2021-01-05T17:50:42Z2020https://hdl.handle.net/20.500.12542/6580000 0001 0746 0446https://doi.org/10.1080/02626667.2020.1846740https://hdl.handle.net/20.500.12542/658Most hydrological studies rely on a model calibrated using discharge alone. However, judging the model reliability based on such calibration is problematic, as it does not guarantee the correct representation of internal hydrological processes. This study aims (a) to develop a comprehensive multi-objective calibration framework using remote sensing vegetation data and hydrological signatures (flow duration curve – FDC, and baseflow index) in addition to discharge, and (b) to apply this framework for calibration of the Soil and Water Assessment Tool (SWAT) in a typical Andean catchment. Overall, our calibration approach outperformed traditional discharge-based and FDC signature-based calibration strategies in terms of vegetation, streamflow, and flow partitioning simulation. New hydrological insights for the region are the following: baseflow is the main component of the streamflow sustaining the long dry-season flow, and pasture areas offer higher water yield and baseflow than other land-cover types. The proposed approach could be used in other data-scarce regions with complex topography.Por paresapplication/pdfengTaylor and Francis Ltd.urn:issn:2150-3435https://www.tandfonline.com/doi/full/10.1080/02626667.2020.1846740info:eu-repo/semantics/openAccessAtribución-NoComercial-SinDerivadas 3.0 Estados Unidos de Américahttp://creativecommons.org/licenses/by-nc-nd/3.0/us/Repositorio Institucional - SENAMHIServicio Nacional de Meteorología e Hidrología del PerúHydrological Sciences Journalreponame:SENAMHI-Institucionalinstname:Servicio Nacional de Meteorología e Hidrología del Perúinstacron:SENAMHISWATHidrologíaHydrological ModellingModelosTopografíaCalibraciónCuencasEcologíahttps://purl.org/pe-repo/ocde/ford#1.05.11gestion de recursos hidricos de cuenca - AguaTowards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peruinfo:eu-repo/semantics/articletext/publicacion cientificaORIGINALTowards-more-consistent-eco-hydrological-modelling-through-multi-objective-calibration-case-study-The-Andean-Vilcanota-River-basin-Peru_2020.pdfTowards-more-consistent-eco-hydrological-modelling-through-multi-objective-calibration-case-study-The-Andean-Vilcanota-River-basin-Peru_2020.pdfTexto Completoapplication/pdf10528579http://repositorio.senamhi.gob.pe/bitstream/20.500.12542/658/1/Towards-more-consistent-eco-hydrological-modelling-through-multi-objective-calibration-case-study-The-Andean-Vilcanota-River-basin-Peru_2020.pdf28549a882f72e5fba3f989384bae07d2MD51TEXTTowards-more-consistent-eco-hydrological-modelling-through-multi-objective-calibration-case-study-The-Andean-Vilcanota-River-basin-Peru_2020.pdf.txtTowards-more-consistent-eco-hydrological-modelling-through-multi-objective-calibration-case-study-The-Andean-Vilcanota-River-basin-Peru_2020.pdf.txtExtracted texttext/plain84886http://repositorio.senamhi.gob.pe/bitstream/20.500.12542/658/4/Towards-more-consistent-eco-hydrological-modelling-through-multi-objective-calibration-case-study-The-Andean-Vilcanota-River-basin-Peru_2020.pdf.txtae55f2c30c94354a733bbc1c965b2f9aMD54THUMBNAILTowards-more-consistent-eco-hydrological-modelling-through-multi-objective-calibration-case-study-The-Andean-Vilcanota-River-basin-Peru_2020.pdf.jpgTowards-more-consistent-eco-hydrological-modelling-through-multi-objective-calibration-case-study-The-Andean-Vilcanota-River-basin-Peru_2020.pdf.jpgGenerated Thumbnailimage/jpeg5121http://repositorio.senamhi.gob.pe/bitstream/20.500.12542/658/5/Towards-more-consistent-eco-hydrological-modelling-through-multi-objective-calibration-case-study-The-Andean-Vilcanota-River-basin-Peru_2020.pdf.jpg563899dab4eb5afad27275388e1d37cfMD55CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; 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Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).