Aplicación del modelo hidrológico GR4j para la estimación de caudales diarios utilizando conjunto de datos grillados ERA5 en la cuenca del río Zaña hasta la estación hidrométrica Batan

Arias Reátegui Gabriela Alejandra; Bazalar Delgado Alessandra Joseline; Campos Vasquez Neicer; Carmona Arteaga Abel

doi:10.18687/LACCEI2022.1.1.175

Aplicación del modelo hidrológico GR4j para la estimación de caudales diarios utilizando conjunto de datos grillados ERA5 en la cuenca del río Zaña hasta la estación hidrométrica Batan

Translated title of the contribution: Application of the GR4J hydrological model for the estimation of daily flows using the ERA5 gridded data set in the Zaña river basin up to the Batan hydrometric station

Arias Reátegui Gabriela Alejandra
, Bazalar Delgado Alessandra Joseline
, Campos Vasquez Neicer
, Carmona Arteaga Abel

Faculty of Engineering of the UPN

Universidad Privada del Norte

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

The objective of this research is to simulate daily flows using the GR4J hydrological model applied to a sub-basin of the Zaña river delimited from the Batan hydrometric station. On the one hand, flow information was collected at the daily level of the conventional station between 2015-2020, which was used for the calibration of the model. On the other hand, daily flow information was obtained between the period 2000-2015 for the validation of the same. Precipitation and average temperature information was also extracted using the ERA5 gridded data set generated by the climate changed service of the COPERNICUS satellite of the European space agency, through the Google Earth Engine platform. The results were analyzed using the Nash coefficient and the determination coefficient (R2) as efficiency criteria. Finally, based on the results obtained in the calibration and validation, it is stated that the hydrological model GR4J presents a good performance in the estimation of daily average flows.

Translated title of the contribution	Application of the GR4J hydrological model for the estimation of daily flows using the ERA5 gridded data set in the Zaña river basin up to the Batan hydrometric station
Original language	Spanish
Title of host publication	20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology
Subtitle of host publication	"Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022
Editors	Maria M. Larrondo Petrie, Jose Texier, Andrea Pena, Jose Angel Sanchez Viloria
ISBN (Electronic)	9786289520705
DOIs	https://doi.org/10.18687/LACCEI2022.1.1.175
State	Published - 2022
Event	20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022 - Boca Raton, United States Duration: 18 Jul 2022 → 22 Jul 2022

Publication series

Name	Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology
Volume	2022-July
ISSN (Electronic)	2414-6390

Conference

Conference	20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022
Country/Territory	United States
City	Boca Raton
Period	18/07/22 → 22/07/22

Access to Document

10.18687/LACCEI2022.1.1.175

Cite this

Alejandra, A. R. G., Joseline, B. D. A., Neicer, C. V., & Abel, C. A. (2022). Aplicación del modelo hidrológico GR4j para la estimación de caudales diarios utilizando conjunto de datos grillados ERA5 en la cuenca del río Zaña hasta la estación hidrométrica Batan. In M. M. Larrondo Petrie, J. Texier, A. Pena, & J. A. S. Viloria (Eds.), 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022 (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology; Vol. 2022-July). https://doi.org/10.18687/LACCEI2022.1.1.175

Alejandra, Arias Reátegui Gabriela ; Joseline, Bazalar Delgado Alessandra ; Neicer, Campos Vasquez et al. / Aplicación del modelo hidrológico GR4j para la estimación de caudales diarios utilizando conjunto de datos grillados ERA5 en la cuenca del río Zaña hasta la estación hidrométrica Batan. 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022. editor / Maria M. Larrondo Petrie ; Jose Texier ; Andrea Pena ; Jose Angel Sanchez Viloria. 2022. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology).

@inproceedings{1d912f5f6da84340a4510147c08dff4e,

title = "Aplicaci{\'o}n del modelo hidrol{\'o}gico GR4j para la estimaci{\'o}n de caudales diarios utilizando conjunto de datos grillados ERA5 en la cuenca del r{\'i}o Za{\~n}a hasta la estaci{\'o}n hidrom{\'e}trica Batan",

abstract = "The objective of this research is to simulate daily flows using the GR4J hydrological model applied to a sub-basin of the Za{\~n}a river delimited from the Batan hydrometric station. On the one hand, flow information was collected at the daily level of the conventional station between 2015-2020, which was used for the calibration of the model. On the other hand, daily flow information was obtained between the period 2000-2015 for the validation of the same. Precipitation and average temperature information was also extracted using the ERA5 gridded data set generated by the climate changed service of the COPERNICUS satellite of the European space agency, through the Google Earth Engine platform. The results were analyzed using the Nash coefficient and the determination coefficient (R2) as efficiency criteria. Finally, based on the results obtained in the calibration and validation, it is stated that the hydrological model GR4J presents a good performance in the estimation of daily average flows.",

keywords = "ERA5, Google Earth Engine, Precipitation, flow, hydrological model GR4j, temperature",

author = "Alejandra, \{Arias Re{\'a}tegui Gabriela\} and Joseline, \{Bazalar Delgado Alessandra\} and Neicer, \{Campos Vasquez\} and Abel, \{Carmona Arteaga\}",

note = "Publisher Copyright: {\textcopyright} 2022 Latin American and Caribbean Consortium of Engineering Institutions. All rights reserved.; 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022 ; Conference date: 18-07-2022 Through 22-07-2022",

year = "2022",

doi = "10.18687/LACCEI2022.1.1.175",

language = "Espa{\~n}ol",

series = "Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology",

editor = "\{Larrondo Petrie\}, \{Maria M.\} and Jose Texier and Andrea Pena and Viloria, \{Jose Angel Sanchez\}",

booktitle = "20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology",

}

Alejandra, ARG, Joseline, BDA, Neicer, CV & Abel, CA 2022, Aplicación del modelo hidrológico GR4j para la estimación de caudales diarios utilizando conjunto de datos grillados ERA5 en la cuenca del río Zaña hasta la estación hidrométrica Batan. in MM Larrondo Petrie, J Texier, A Pena & JAS Viloria (eds), 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022. Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology, vol. 2022-July, 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022, Boca Raton, United States, 18/07/22. https://doi.org/10.18687/LACCEI2022.1.1.175

Aplicación del modelo hidrológico GR4j para la estimación de caudales diarios utilizando conjunto de datos grillados ERA5 en la cuenca del río Zaña hasta la estación hidrométrica Batan. / Alejandra, Arias Reátegui Gabriela; Joseline, Bazalar Delgado Alessandra; Neicer, Campos Vasquez et al.
20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022. ed. / Maria M. Larrondo Petrie; Jose Texier; Andrea Pena; Jose Angel Sanchez Viloria. 2022. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology; Vol. 2022-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Aplicación del modelo hidrológico GR4j para la estimación de caudales diarios utilizando conjunto de datos grillados ERA5 en la cuenca del río Zaña hasta la estación hidrométrica Batan

AU - Alejandra, Arias Reátegui Gabriela

AU - Joseline, Bazalar Delgado Alessandra

AU - Neicer, Campos Vasquez

AU - Abel, Carmona Arteaga

PY - 2022

Y1 - 2022

N2 - The objective of this research is to simulate daily flows using the GR4J hydrological model applied to a sub-basin of the Zaña river delimited from the Batan hydrometric station. On the one hand, flow information was collected at the daily level of the conventional station between 2015-2020, which was used for the calibration of the model. On the other hand, daily flow information was obtained between the period 2000-2015 for the validation of the same. Precipitation and average temperature information was also extracted using the ERA5 gridded data set generated by the climate changed service of the COPERNICUS satellite of the European space agency, through the Google Earth Engine platform. The results were analyzed using the Nash coefficient and the determination coefficient (R2) as efficiency criteria. Finally, based on the results obtained in the calibration and validation, it is stated that the hydrological model GR4J presents a good performance in the estimation of daily average flows.

AB - The objective of this research is to simulate daily flows using the GR4J hydrological model applied to a sub-basin of the Zaña river delimited from the Batan hydrometric station. On the one hand, flow information was collected at the daily level of the conventional station between 2015-2020, which was used for the calibration of the model. On the other hand, daily flow information was obtained between the period 2000-2015 for the validation of the same. Precipitation and average temperature information was also extracted using the ERA5 gridded data set generated by the climate changed service of the COPERNICUS satellite of the European space agency, through the Google Earth Engine platform. The results were analyzed using the Nash coefficient and the determination coefficient (R2) as efficiency criteria. Finally, based on the results obtained in the calibration and validation, it is stated that the hydrological model GR4J presents a good performance in the estimation of daily average flows.

KW - ERA5

KW - Google Earth Engine

KW - Precipitation

KW - flow

KW - hydrological model GR4j

KW - temperature

UR - https://www.scopus.com/pages/publications/85140020715

U2 - 10.18687/LACCEI2022.1.1.175

DO - 10.18687/LACCEI2022.1.1.175

M3 - Contribución a la conferencia

AN - SCOPUS:85140020715

T3 - Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology

BT - 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology

A2 - Larrondo Petrie, Maria M.

A2 - Texier, Jose

A2 - Pena, Andrea

A2 - Viloria, Jose Angel Sanchez

T2 - 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022

Y2 - 18 July 2022 through 22 July 2022

ER -

Alejandra ARG, Joseline BDA, Neicer CV , Abel CA. Aplicación del modelo hidrológico GR4j para la estimación de caudales diarios utilizando conjunto de datos grillados ERA5 en la cuenca del río Zaña hasta la estación hidrométrica Batan. In Larrondo Petrie MM, Texier J, Pena A, Viloria JAS, editors, 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022. 2022. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology). doi: 10.18687/LACCEI2022.1.1.175

Aplicación del modelo hidrológico GR4j para la estimación de caudales diarios utilizando conjunto de datos grillados ERA5 en la cuenca del río Zaña hasta la estación hidrométrica Batan

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this