Variación espacio-temporal del cambio de agua total almacenada y la precipitación usando datos GRACE y TRMM de Lima-Callao en Perú

Juan Mendoza; Joel Rojas; Cesar Jimenez; Antenor Leva; Yesmi Ortega

doi:10.18687/LACCEI2022.1.1.275

Variación espacio-temporal del cambio de agua total almacenada y la precipitación usando datos GRACE y TRMM de Lima-Callao en Perú

Translated title of the contribution: Spatio-temporal variation of the change in total water storage and precipitation using GRACE and TRMM data: Lima-Callao in Peru

Juan Mendoza, Joel Rojas, Cesar Jimenez, Antenor Leva, Yesmi Ortega

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

Abstract

Spatio-temporal variation of the anomalies of the gravity field associated with the change in total water storage and precipitation in Lima-Callao was analyzed. GRACE (Gravity Recovery and Climate Experiment) and TRMM (Tropical Rainfall Measuring Mission) data monthly were introduced in this study. Autocorrelation, cross-correlation and decomposition analysis of the time series was performed, finding that both series present annual cycles but with different intra-annual variations. The gravitational anomalies increased and decreased in an annual cycle, positive gravitational anomalies varied from December to Ma y a nd negatives gravitational anomalies vary from June to November. Precipitation mainly presents an annual cycle, although other frequencies of lower spectral power of 6, 4 and 3 months were found, precipitation increases from August to March, decreases rapidly until May followed by a dry period from May to August. Cross correlation was applied between both time series obtaining a maximum correlation coefficient of 0.8677 for a lag of two months, this lag seems to be related to the recharge mechanisms of the total water storage, which reveals that the Lima-Callao region receives indirect recharge.

Translated title of the contribution	Spatio-temporal variation of the change in total water storage and precipitation using GRACE and TRMM data: Lima-Callao in Peru
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
Publisher	Latin American and Caribbean Consortium of Engineering Institutions
ISBN (Electronic)	9786289520705
DOIs	https://doi.org/10.18687/LACCEI2022.1.1.275
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

Bibliographical note

Publisher Copyright:
© 2022 Latin American and Caribbean Consortium of Engineering Institutions. All rights reserved.

Access to Document

10.18687/LACCEI2022.1.1.275

Cite this

Mendoza, J., Rojas, J., Jimenez, C., Leva, A., & Ortega, Y. (2022). Variación espacio-temporal del cambio de agua total almacenada y la precipitación usando datos GRACE y TRMM de Lima-Callao en Perú. 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). Latin American and Caribbean Consortium of Engineering Institutions. https://doi.org/10.18687/LACCEI2022.1.1.275

Mendoza, Juan ; Rojas, Joel ; Jimenez, Cesar et al. / Variación espacio-temporal del cambio de agua total almacenada y la precipitación usando datos GRACE y TRMM de Lima-Callao en Perú. 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. Latin American and Caribbean Consortium of Engineering Institutions, 2022. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology).

@inproceedings{99056734297d44b097b975f02bc37f2c,

title = "Variaci{\'o}n espacio-temporal del cambio de agua total almacenada y la precipitaci{\'o}n usando datos GRACE y TRMM de Lima-Callao en Per{\'u}",

abstract = "Spatio-temporal variation of the anomalies of the gravity field associated with the change in total water storage and precipitation in Lima-Callao was analyzed. GRACE (Gravity Recovery and Climate Experiment) and TRMM (Tropical Rainfall Measuring Mission) data monthly were introduced in this study. Autocorrelation, cross-correlation and decomposition analysis of the time series was performed, finding that both series present annual cycles but with different intra-annual variations. The gravitational anomalies increased and decreased in an annual cycle, positive gravitational anomalies varied from December to Ma y a nd negatives gravitational anomalies vary from June to November. Precipitation mainly presents an annual cycle, although other frequencies of lower spectral power of 6, 4 and 3 months were found, precipitation increases from August to March, decreases rapidly until May followed by a dry period from May to August. Cross correlation was applied between both time series obtaining a maximum correlation coefficient of 0.8677 for a lag of two months, this lag seems to be related to the recharge mechanisms of the total water storage, which reveals that the Lima-Callao region receives indirect recharge.",

keywords = "GRACE Tel, TRMM, Total water storage, precipitation",

author = "Juan Mendoza and Joel Rojas and Cesar Jimenez and Antenor Leva and Yesmi Ortega",

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/LACCEI2022.1.1.275",

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

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

publisher = "Latin American and Caribbean Consortium of Engineering Institutions",

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",

}

Mendoza, J, Rojas, J, Jimenez, C, Leva, A & Ortega, Y 2022, Variación espacio-temporal del cambio de agua total almacenada y la precipitación usando datos GRACE y TRMM de Lima-Callao en Perú. 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, Latin American and Caribbean Consortium of Engineering Institutions, 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/LACCEI2022.1.1.275

Variación espacio-temporal del cambio de agua total almacenada y la precipitación usando datos GRACE y TRMM de Lima-Callao en Perú. / Mendoza, Juan; Rojas, Joel; Jimenez, Cesar 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. Latin American and Caribbean Consortium of Engineering Institutions, 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 - Variación espacio-temporal del cambio de agua total almacenada y la precipitación usando datos GRACE y TRMM de Lima-Callao en Perú

AU - Mendoza, Juan

AU - Rojas, Joel

AU - Jimenez, Cesar

AU - Leva, Antenor

AU - Ortega, Yesmi

PY - 2022

Y1 - 2022

N2 - Spatio-temporal variation of the anomalies of the gravity field associated with the change in total water storage and precipitation in Lima-Callao was analyzed. GRACE (Gravity Recovery and Climate Experiment) and TRMM (Tropical Rainfall Measuring Mission) data monthly were introduced in this study. Autocorrelation, cross-correlation and decomposition analysis of the time series was performed, finding that both series present annual cycles but with different intra-annual variations. The gravitational anomalies increased and decreased in an annual cycle, positive gravitational anomalies varied from December to Ma y a nd negatives gravitational anomalies vary from June to November. Precipitation mainly presents an annual cycle, although other frequencies of lower spectral power of 6, 4 and 3 months were found, precipitation increases from August to March, decreases rapidly until May followed by a dry period from May to August. Cross correlation was applied between both time series obtaining a maximum correlation coefficient of 0.8677 for a lag of two months, this lag seems to be related to the recharge mechanisms of the total water storage, which reveals that the Lima-Callao region receives indirect recharge.

AB - Spatio-temporal variation of the anomalies of the gravity field associated with the change in total water storage and precipitation in Lima-Callao was analyzed. GRACE (Gravity Recovery and Climate Experiment) and TRMM (Tropical Rainfall Measuring Mission) data monthly were introduced in this study. Autocorrelation, cross-correlation and decomposition analysis of the time series was performed, finding that both series present annual cycles but with different intra-annual variations. The gravitational anomalies increased and decreased in an annual cycle, positive gravitational anomalies varied from December to Ma y a nd negatives gravitational anomalies vary from June to November. Precipitation mainly presents an annual cycle, although other frequencies of lower spectral power of 6, 4 and 3 months were found, precipitation increases from August to March, decreases rapidly until May followed by a dry period from May to August. Cross correlation was applied between both time series obtaining a maximum correlation coefficient of 0.8677 for a lag of two months, this lag seems to be related to the recharge mechanisms of the total water storage, which reveals that the Lima-Callao region receives indirect recharge.

KW - GRACE Tel

KW - TRMM

KW - Total water storage

KW - precipitation

UR - http://www.scopus.com/inward/record.url?scp=85140031227&partnerID=8YFLogxK

U2 - 10.18687/LACCEI2022.1.1.275

DO - 10.18687/LACCEI2022.1.1.275

M3 - Contribución a la conferencia

AN - SCOPUS:85140031227

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

PB - Latin American and Caribbean Consortium of Engineering Institutions

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 -

Mendoza J, Rojas J, Jimenez C, Leva A, Ortega Y. Variación espacio-temporal del cambio de agua total almacenada y la precipitación usando datos GRACE y TRMM de Lima-Callao en Perú. 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. Latin American and Caribbean Consortium of Engineering Institutions. 2022. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology). doi: 10.18687/LACCEI2022.1.1.275

Variación espacio-temporal del cambio de agua total almacenada y la precipitación usando datos GRACE y TRMM de Lima-Callao en Perú

Abstract

Publication series

Conference

Bibliographical note

Access to Document

Other files and links

Fingerprint

Cite this