Reliability of a conceptual hydrological model in a semi-arid Andean catchment facing water-use changes
This paper explores the reliability of low-flow simulations by conceptual models in a semi-arid, Andean catchment (30° S) facing climate variability and water-use changes. Depending on water availability, a significant part of surface water resources are diverted to meet irrigation requirements....
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2015-06-01
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Series: | Proceedings of the International Association of Hydrological Sciences |
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doaj-458c7683a60c42a3bd4497e2aba4f1772020-11-24T22:05:29ZengCopernicus PublicationsProceedings of the International Association of Hydrological Sciences2199-89812199-899X2015-06-0137120320910.5194/piahs-371-203-2015Reliability of a conceptual hydrological model in a semi-arid Andean catchment facing water-use changesP. Hublart0P. Hublart1D. Ruelland2I. García De Cortázar Atauri3A. Ibacache4UM2, UMR HydroSciences Montpellier, Montpellier, FranceCentro de Estudios Avanzados en Zonas Áridas, La Serena, ChileCNRS, UMR HydroSciences Montpellier, Montpellier, FranceINRA, US 1116 AGROCLIM, Avignon, FranceInstituto de Investigaciones Agropecuarias, La Serena, ChileThis paper explores the reliability of low-flow simulations by conceptual models in a semi-arid, Andean catchment (30° S) facing climate variability and water-use changes. Depending on water availability, a significant part of surface water resources are diverted to meet irrigation requirements. In return, these water withdrawals are likely to influence the hydrological behavior of the catchment. The value of model-based analyses thus relies on our ability to adequately represent the complex interactions between climate variability, human-induced flow perturbations and crop water use. In this study, a parsimonious hydrological model (GR4J) including a snow routine was combined with a model of irrigation water-use (IWU) to provide a new, 6-parameter model of the catchment behavior (called GR4J/IWU). The original, 4-parameter GR4J model and the 6-parameter GR6J model were also used as benchmarks to evaluate the usefulness of explicitly accounting for water abstractions. Calibration and validation of these three models were performed successively over two different 5-year periods representing contrasted water-use and climate conditions. Overall, the GR4J/IWU model provided better simulations than the GR4J and GR6J models over both periods. Further research is required to quantify the predictive uncertainty associated with model structures, parameters and inputs.https://www.proc-iahs.net/371/203/2015/piahs-371-203-2015.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
P. Hublart P. Hublart D. Ruelland I. García De Cortázar Atauri A. Ibacache |
spellingShingle |
P. Hublart P. Hublart D. Ruelland I. García De Cortázar Atauri A. Ibacache Reliability of a conceptual hydrological model in a semi-arid Andean catchment facing water-use changes Proceedings of the International Association of Hydrological Sciences |
author_facet |
P. Hublart P. Hublart D. Ruelland I. García De Cortázar Atauri A. Ibacache |
author_sort |
P. Hublart |
title |
Reliability of a conceptual hydrological model in a semi-arid Andean catchment facing water-use changes |
title_short |
Reliability of a conceptual hydrological model in a semi-arid Andean catchment facing water-use changes |
title_full |
Reliability of a conceptual hydrological model in a semi-arid Andean catchment facing water-use changes |
title_fullStr |
Reliability of a conceptual hydrological model in a semi-arid Andean catchment facing water-use changes |
title_full_unstemmed |
Reliability of a conceptual hydrological model in a semi-arid Andean catchment facing water-use changes |
title_sort |
reliability of a conceptual hydrological model in a semi-arid andean catchment facing water-use changes |
publisher |
Copernicus Publications |
series |
Proceedings of the International Association of Hydrological Sciences |
issn |
2199-8981 2199-899X |
publishDate |
2015-06-01 |
description |
This paper explores the reliability of low-flow simulations by conceptual
models in a semi-arid, Andean catchment (30° S) facing climate
variability and water-use changes. Depending on water availability, a
significant part of surface water resources are diverted to meet irrigation
requirements. In return, these water withdrawals are likely to influence the
hydrological behavior of the catchment. The value of model-based analyses
thus relies on our ability to adequately represent the complex interactions
between climate variability, human-induced flow perturbations and crop water
use. In this study, a parsimonious hydrological model (GR4J) including a
snow routine was combined with a model of irrigation water-use (IWU) to
provide a new, 6-parameter model of the catchment behavior (called
GR4J/IWU). The original, 4-parameter GR4J model and the 6-parameter GR6J
model were also used as benchmarks to evaluate the usefulness of explicitly
accounting for water abstractions. Calibration and validation of these three
models were performed successively over two different 5-year periods
representing contrasted water-use and climate conditions. Overall, the
GR4J/IWU model provided better simulations than the GR4J and GR6J models
over both periods. Further research is required to quantify the predictive
uncertainty associated with model structures, parameters and inputs. |
url |
https://www.proc-iahs.net/371/203/2015/piahs-371-203-2015.pdf |
work_keys_str_mv |
AT phublart reliabilityofaconceptualhydrologicalmodelinasemiaridandeancatchmentfacingwaterusechanges AT phublart reliabilityofaconceptualhydrologicalmodelinasemiaridandeancatchmentfacingwaterusechanges AT druelland reliabilityofaconceptualhydrologicalmodelinasemiaridandeancatchmentfacingwaterusechanges AT igarciadecortazaratauri reliabilityofaconceptualhydrologicalmodelinasemiaridandeancatchmentfacingwaterusechanges AT aibacache reliabilityofaconceptualhydrologicalmodelinasemiaridandeancatchmentfacingwaterusechanges |
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