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Bayesian hydrograph separation in a minimally gauged alpine volcanic watershed in central Chile
Indexado
WoS WOS:000488143000101
Scopus SCOPUS_ID:85067820657
DOI 10.1016/J.JHYDROL.2019.06.014
Año 2019
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



The two tracer, three endmember hydrograph separation revealed groundwater to be the largest and precipitation (rain and snow) to be the smallest contributor, on average, to streamflow with the third unknown endmember contributing around 40% of streamflow during the Winter wet season. We hypothesize that inter flow is occurring as the third endmember in the Alto Diguillin subwatershed, based on inferred tracer values and the presence of alluvium atop impermeable bedrock along certain reaches. More work is necessary to observe and sample these flowpaths, which was not possible during this study. The results of this work have implications for water resource management, since groundwater sustains the majority of streamflow in the Diguillfn, and climate change will impact the timing and quantity of baseflow and interflow. Overall, we demonstrate the utility of combining PCA with Bayesian statistical modeling and inference to extract maximum information from a limited field dataset in a remote alpine catchment. The findings of this work can guide future water management in the Diguillfn, but also provide clear questions for future research.

Revista



Revista ISSN
Journal Of Hydrology 0022-1694

Métricas Externas



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Disciplinas de Investigación



WOS
Engineering, Civil
Geosciences, Multidisciplinary
Water Resources
Scopus
Water Science And Technology
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Markovich, Katherine H. Mujer UNIV CALIF DAVIS - Estados Unidos
Integrat Grad Res Educ & Traineeship IGERT - Estados Unidos
UNIV ARIZONA - Estados Unidos
University of California, Davis - Estados Unidos
Water and Society (CCWAS) - Estados Unidos
2 Dahlke, Helen E. Mujer UNIV CALIF DAVIS - Estados Unidos
University of California, Davis - Estados Unidos
3 ARUMI-RIBERA, JOSE LUIS Hombre Universidad de Concepción - Chile
Integrat Grad Res Educ & Traineeship IGERT - Estados Unidos
Water and Society (CCWAS) - Estados Unidos
4 Maxwell, Reed M. Hombre COLORADO SCH MINES - Estados Unidos
Integrat Grad Res Educ & Traineeship IGERT - Estados Unidos
Colorado School of Mines - Estados Unidos
Water and Society (CCWAS) - Estados Unidos
5 Fogg, Graham E. Hombre UNIV CALIF DAVIS - Estados Unidos
Integrat Grad Res Educ & Traineeship IGERT - Estados Unidos
University of California, Davis - Estados Unidos
Water and Society (CCWAS) - Estados Unidos

Muestra la afiliación y género (detectado) para los co-autores de la publicación.

Financiamiento



Fuente
National Science Foundation
Comisión Nacional de Investigación Científica y Tecnológica
Centro de Recursos Hídricos para la Agricultura y la Minería
Comisión Nacional de Investigación Científica y Tecnológica
Consejo Nacional de Innovacion, Ciencia y Tecnologia
National Institute of Food and Agriculture
CONICYT/FONDAP/15130015
Centro de Recursos Hidricos para la Agricultura y la Mineria (CRHIAM)
National Science Foundation/Comision Nacional de Investigacion Cientifica y Tecnologica (CONICYT) Graduate Opportunities Worldwide (GROW)
UCOP Water Security and Sustainability Research Initiative (UC Water) grant
National Science Foundation Climate Change, Water, and Society (CCWAS) Integrative Graduate Education and Research Traineeship (IGERT) program
National Science Foundation Graduate Research Fellowship (GRF)
USDA National Institute of Food and Agriculture
CCWAS
USDA National Institute of Food and Agriculture, Hatch
National Science Foundation Climate Change, Water, and Society
UCOP Water Security and Sustainability Research Initiative
Integrative Graduate Education and Research Traineeship
Centro de Recursos Hídricos para la Agricultura y la Minería

Muestra la fuente de financiamiento declarada en la publicación.

Agradecimientos



Agradecimiento
All data and scripts from this research are available upon request. K.H.M. was supported by the National Science Foundation Climate Change, Water, and Society (CCWAS) Integrative Graduate Education and Research Traineeship (IGERT) program (http://ccwas.ucdavis.edu, DGE-10693333) and a National Science Foundation Graduate Research Fellowship (GRF). The international field work was supported by a National Science Foundation/Comision Nacional de Investigacion Cientifica y Tecnologica (CONICYT) Graduate Opportunities Worldwide (GROW) grant and also by the Centro de Recursos Hidricos para la Agricultura y la Mineria (CRHIAM) CONICYT/Fondap/15130015. This project was also supported by the USDA National Institute of Food and Agriculture, Hatch project number CA-D -LAW-2243-H and a UCOP Water Security and Sustainability Research Initiative (UC Water) grant. This project would not have been possible without the field assistance of J.L. Arumi, J. Mariangel, S. Maples, L. Foster, J. Hollarsmith, A. Webster, and S. Rice, and the Bayesian modeling assistance of R.L. McElreath and B.J. Barrett.
All data and scripts from this research are available upon request. K.H.M. was supported by the National Science Foundation Climate Change, Water, and Society (CCWAS) Integrative Graduate Education and Research Traineeship (IGERT) program (http://ccwas.ucdavis.edu, DGE-10693333) and a National Science Foundation Graduate Research Fellowship (GRF). The international field work was supported by a National Science Foundation/Comisión Nacional de Investigación Científica y Tecnológica (CONICYT) Graduate Opportunities Worldwide (GROW) grant and also by the Centro de Recursos Hídricos para la Agricultura y la Minería (CRHIAM) CONICYT/Fondap/15130015. This project was also supported by the USDA National Institute of Food and Agriculture, Hatch project number CA-D-LAW-2243-H and a UCOP Water Security and Sustainability Research Initiative (UC Water) grant. This project would not have been possible without the field assistance of J.L. Arumí, J. Mariangel, S. Maples, L. Foster, J. Hollarsmith, A. Webster, and S. Rice, and the Bayesian modeling assistance of R.L. McElreath and B.J. Barrett.

Muestra la fuente de financiamiento declarada en la publicación.