New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century
Descripción del Articulo
The water disponibility of Lake Titicaca is important for local ecosystems, domestic water, industry, fishing, agriculture, and tourism in Peru and Bolivia. However, the water level variability in Lake Titicaca (LTWL) still needs to be understood. The fluctuations of LTWL during the 1921–2018 period...
Autores: | , , |
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Formato: | artículo |
Fecha de Publicación: | 2024 |
Institución: | Instituto Geofísico del Perú |
Repositorio: | IGP-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:repositorio.igp.gob.pe:20.500.12816/5505 |
Enlace del recurso: | http://hdl.handle.net/20.500.12816/5505 https://doi.org/10.3389/fclim.2023.1325224 |
Nivel de acceso: | acceso abierto |
Materia: | Lake Titicaca water level High-and low-frequency variability Multiple linear regression models Pacific Decadal Oscillation Atlantic Multidecadal Oscillation South Atlantic Ocean Bolivian High and Nordeste Low (BH–NL) system https://purl.org/pe-repo/ocde/ford#1.05.09 https://purl.org/pe-repo/ocde/ford#1.05.10 |
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dc.title.none.fl_str_mv |
New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century |
title |
New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century |
spellingShingle |
New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century Sulca Jota, Juan Carlos Lake Titicaca water level High-and low-frequency variability Multiple linear regression models Pacific Decadal Oscillation Atlantic Multidecadal Oscillation South Atlantic Ocean Bolivian High and Nordeste Low (BH–NL) system https://purl.org/pe-repo/ocde/ford#1.05.09 https://purl.org/pe-repo/ocde/ford#1.05.10 |
title_short |
New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century |
title_full |
New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century |
title_fullStr |
New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century |
title_full_unstemmed |
New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century |
title_sort |
New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century |
author |
Sulca Jota, Juan Carlos |
author_facet |
Sulca Jota, Juan Carlos Apaéstegui Campos, James Emiliano Tacza, José |
author_role |
author |
author2 |
Apaéstegui Campos, James Emiliano Tacza, José |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Sulca Jota, Juan Carlos Apaéstegui Campos, James Emiliano Tacza, José |
dc.subject.none.fl_str_mv |
Lake Titicaca water level High-and low-frequency variability Multiple linear regression models Pacific Decadal Oscillation Atlantic Multidecadal Oscillation South Atlantic Ocean Bolivian High and Nordeste Low (BH–NL) system |
topic |
Lake Titicaca water level High-and low-frequency variability Multiple linear regression models Pacific Decadal Oscillation Atlantic Multidecadal Oscillation South Atlantic Ocean Bolivian High and Nordeste Low (BH–NL) system https://purl.org/pe-repo/ocde/ford#1.05.09 https://purl.org/pe-repo/ocde/ford#1.05.10 |
dc.subject.ocde.none.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#1.05.09 https://purl.org/pe-repo/ocde/ford#1.05.10 |
description |
The water disponibility of Lake Titicaca is important for local ecosystems, domestic water, industry, fishing, agriculture, and tourism in Peru and Bolivia. However, the water level variability in Lake Titicaca (LTWL) still needs to be understood. The fluctuations of LTWL during the 1921–2018 period are investigated using continuous wavelet techniques on high- and low-pass filters of monthly time series, ERA-20C reanalysis, sea surface temperature (SST), and water level. We also built multiple linear regression (MLR) models based on SST indices to identify the main drivers of the LTWL variability. LTWL features annual (12 months), biennial (22–28 months), interannual (80–108 months), decadal (12.75–14.06 years), interdecadal (24.83–26.50 years), and multidecadal (30–65 years) signals. The high- and low-frequency components of the LTWL are triggered by the humidity transport from the lowland toward the Lake Titicaca basin, although different forcings could cause it. The biennial band is associated with SST anomalies over the southeastern tropical Atlantic Ocean that strengthen the Bolivian High-Nordeste Low system. The interannual band is associated with the southern South Atlantic SST anomalies, which modulate the position of the Bolivian High. According to the MLR models, the decadal and interdecadal components of the LTWL can be explained by the linear combination of the decadal and interdecadal variability of the Pacific and Atlantic SST anomalies (r > 0.83, p < 0.05). In contrast, the multidecadal component of the LTWL is driven by the multidecadal component of the North Atlantic SST anomalies (AMO) and the southern South Atlantic SST anomalies. Moreover, the monthly time series of LTWL exhibits four breakpoints. The signs of the first four trends follow the change of phases of the multidecadal component of LTWL, while the fifth trend is zero attributable to the diminished amplitude of the interdecadal component of LTWL. |
publishDate |
2024 |
dc.date.accessioned.none.fl_str_mv |
2024-01-18T21:44:50Z |
dc.date.available.none.fl_str_mv |
2024-01-18T21:44:50Z |
dc.date.issued.fl_str_mv |
2024-01-12 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
dc.identifier.citation.none.fl_str_mv |
Sulca, J., Apaéstegui, J., & Tacza, J. (2024). New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century.==$Frontiers in Climate, 5,$==1325224. https://doi.org/10.3389/fclim.2023.1325224 |
dc.identifier.govdoc.none.fl_str_mv |
index-oti2018 |
dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/20.500.12816/5505 |
dc.identifier.journal.none.fl_str_mv |
Frontiers in Climate |
dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.3389/fclim.2023.1325224 |
identifier_str_mv |
Sulca, J., Apaéstegui, J., & Tacza, J. (2024). New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century.==$Frontiers in Climate, 5,$==1325224. https://doi.org/10.3389/fclim.2023.1325224 index-oti2018 Frontiers in Climate |
url |
http://hdl.handle.net/20.500.12816/5505 https://doi.org/10.3389/fclim.2023.1325224 |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
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urn:issn:2624-9553 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
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https://creativecommons.org/licenses/by/4.0/ |
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https://creativecommons.org/licenses/by/4.0/ |
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application/pdf |
dc.coverage.spatial.none.fl_str_mv |
Peru Bolivia |
dc.publisher.none.fl_str_mv |
Frontiers Media |
publisher.none.fl_str_mv |
Frontiers Media |
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Sulca Jota, Juan CarlosApaéstegui Campos, James EmilianoTacza, JoséPeruBolivia2024-01-18T21:44:50Z2024-01-18T21:44:50Z2024-01-12Sulca, J., Apaéstegui, J., & Tacza, J. (2024). New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th century.==$Frontiers in Climate, 5,$==1325224. https://doi.org/10.3389/fclim.2023.1325224index-oti2018http://hdl.handle.net/20.500.12816/5505Frontiers in Climatehttps://doi.org/10.3389/fclim.2023.1325224The water disponibility of Lake Titicaca is important for local ecosystems, domestic water, industry, fishing, agriculture, and tourism in Peru and Bolivia. However, the water level variability in Lake Titicaca (LTWL) still needs to be understood. The fluctuations of LTWL during the 1921–2018 period are investigated using continuous wavelet techniques on high- and low-pass filters of monthly time series, ERA-20C reanalysis, sea surface temperature (SST), and water level. We also built multiple linear regression (MLR) models based on SST indices to identify the main drivers of the LTWL variability. LTWL features annual (12 months), biennial (22–28 months), interannual (80–108 months), decadal (12.75–14.06 years), interdecadal (24.83–26.50 years), and multidecadal (30–65 years) signals. The high- and low-frequency components of the LTWL are triggered by the humidity transport from the lowland toward the Lake Titicaca basin, although different forcings could cause it. The biennial band is associated with SST anomalies over the southeastern tropical Atlantic Ocean that strengthen the Bolivian High-Nordeste Low system. The interannual band is associated with the southern South Atlantic SST anomalies, which modulate the position of the Bolivian High. According to the MLR models, the decadal and interdecadal components of the LTWL can be explained by the linear combination of the decadal and interdecadal variability of the Pacific and Atlantic SST anomalies (r > 0.83, p < 0.05). In contrast, the multidecadal component of the LTWL is driven by the multidecadal component of the North Atlantic SST anomalies (AMO) and the southern South Atlantic SST anomalies. Moreover, the monthly time series of LTWL exhibits four breakpoints. The signs of the first four trends follow the change of phases of the multidecadal component of LTWL, while the fifth trend is zero attributable to the diminished amplitude of the interdecadal component of LTWL.Este trabajo fue financiado parcialmente por el PROCIENCIA [número de contrato 124-2020].Este trabajo se realizó utilizando recursos computacionales, HPC-Linux Cluster, del Laboratorio de Dinámica de Fluidos Geofísicos Computacional del Instituto Geofísico del Perú, financiado por el Fondo Nacional de Desarrollo Científico, Tecnológico y de Innovación Tecnológica (Fondecyt - Perú) [número de contrato 101-2014].Por paresapplication/pdfengFrontiers Mediaurn:issn:2624-9553info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Lake Titicaca water levelHigh-and low-frequency variabilityMultiple linear regression modelsPacific Decadal OscillationAtlantic Multidecadal OscillationSouth Atlantic OceanBolivian High and Nordeste Low (BH–NL) systemhttps://purl.org/pe-repo/ocde/ford#1.05.09https://purl.org/pe-repo/ocde/ford#1.05.10New insights into the biennial-to-multidecadal variability of the water level fluctuation in Lake Titicaca in the 20th centuryinfo:eu-repo/semantics/articlereponame:IGP-Institucionalinstname:Instituto Geofísico del Perúinstacron:IGPORIGINALSulca_et_al_2023_Frontiers_Climate.pdfSulca_et_al_2023_Frontiers_Climate.pdfapplication/pdf4932780https://repositorio.igp.gob.pe/bitstreams/e08dcc70-6860-4bce-8288-3d763f5d28b4/download192a4c3872af3d202092f0f223a70ac6MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.igp.gob.pe/bitstreams/15463ba2-0fc2-4fb7-9bcb-1790539657ae/download8a4605be74aa9ea9d79846c1fba20a33MD52TEXTSulca_et_al_2023_Frontiers_Climate.pdf.txtSulca_et_al_2023_Frontiers_Climate.pdf.txtExtracted texttext/plain79780https://repositorio.igp.gob.pe/bitstreams/d7ac9a64-c2d2-44d0-9272-91cfc88a5733/download7e9e3efa28af8dde9c2ac4855eff26bdMD53THUMBNAILSulca_et_al_2023_Frontiers_Climate.pdf.jpgSulca_et_al_2023_Frontiers_Climate.pdf.jpgIM Thumbnailimage/jpeg66529https://repositorio.igp.gob.pe/bitstreams/cfbadf86-55bc-4aa3-9c6d-9741e0ec153a/download68dd054b5c9f26690400b347406a0c6fMD5420.500.12816/5505oai:repositorio.igp.gob.pe:20.500.12816/55052024-12-18 15:19:59.977https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.igp.gob.peRepositorio Geofísico Nacionalbiblio@igp.gob.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 |
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Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).