Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru
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.
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Subjects: | SWAT, Hidrología, Hydrological Modelling, Modelos, Topografía, Calibración, Cuencas, Ecología, |
Online Access: | https://hdl.handle.net/20.500.12542/658 |
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dig-senamhi-pe-20.500.12542-6582024-08-21T14:20:47Z Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru Fernández Palomino, Carlos Hattermann, F.F. Krysanova, V. Vega-Jácome, Fiorella Bronstert, A. SWAT Hidrología Hydrological Modelling Modelos Topografía Calibración Cuencas Ecología 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. 2020 info:eu-repo/semantics/article https://hdl.handle.net/20.500.12542/658 eng info:eu-repo/semantics/openAccess Atribución-NoComercial-SinDerivadas 3.0 Estados Unidos de América application/pdf application/pdf Taylor and Francis Ltd. Repositorio Institucional - SENAMHI Servicio Nacional de Meteorología e Hidrología del Perú |
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SWAT Hidrología Hydrological Modelling Modelos Topografía Calibración Cuencas Ecología SWAT Hidrología Hydrological Modelling Modelos Topografía Calibración Cuencas Ecología |
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SWAT Hidrología Hydrological Modelling Modelos Topografía Calibración Cuencas Ecología SWAT Hidrología Hydrological Modelling Modelos Topografía Calibración Cuencas Ecología Fernández Palomino, Carlos Hattermann, F.F. Krysanova, V. Vega-Jácome, Fiorella Bronstert, A. Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru |
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. |
format |
info:eu-repo/semantics/article |
topic_facet |
SWAT Hidrología Hydrological Modelling Modelos Topografía Calibración Cuencas Ecología |
author |
Fernández Palomino, Carlos Hattermann, F.F. Krysanova, V. Vega-Jácome, Fiorella Bronstert, A. |
author_facet |
Fernández Palomino, Carlos Hattermann, F.F. Krysanova, V. Vega-Jácome, Fiorella Bronstert, A. |
author_sort |
Fernández Palomino, Carlos |
title |
Towards a more consistent eco-hydrological modelling through multi-objective calibration: a case study in the Andean Vilcanota River basin, Peru |
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 |
publisher |
Taylor and Francis Ltd. |
url |
https://hdl.handle.net/20.500.12542/658 |
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