Interannual variability of the surface temperature of Titicaca lakeusing MODIS winter images (2001-2014)
Descripción del Articulo
The interannual variability of lake surface water temperature (LSWT) was investigated using MODIS images for winter 2001-2014 at Lake Titicaca 15°45'00''S - 69°25'00''O. We use the MOD11A2 Earth Surface Temperature (LST) product, which we will rename as LSWT. Remote sen...
Autores: | , , , |
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Formato: | artículo |
Fecha de Publicación: | 2022 |
Institución: | Universidad Nacional Mayor de San Marcos |
Repositorio: | Revistas - Universidad Nacional Mayor de San Marcos |
Lenguaje: | español |
OAI Identifier: | oai:ojs.csi.unmsm:article/21030 |
Enlace del recurso: | https://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/21030 |
Nivel de acceso: | acceso abierto |
Materia: | MODIS/Terra Temperature Coeficient of Variation Titicaca temperature coefficient of variation |
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Interannual variability of the surface temperature of Titicaca lakeusing MODIS winter images (2001-2014)Variabilidad interanual de la temperatura superficial del lago Titicaca usando imágenes MODIS del invierno (2001-2014)Váquez Porras, Cėsar AntonioAguirre, CésarChoccña Rejas, Michel AristotelesGuerrero Salinas, Jhon BrayanVáquez Porras, Cėsar AntonioAguirre, CésarChoccña Rejas, Michel AristotelesGuerrero Salinas, Jhon BrayanMODIS/TerraTemperatureCoeficient of VariationTiticacaMODIS/Terratemperaturecoefficient of variationTiticacaThe interannual variability of lake surface water temperature (LSWT) was investigated using MODIS images for winter 2001-2014 at Lake Titicaca 15°45'00''S - 69°25'00''O. We use the MOD11A2 Earth Surface Temperature (LST) product, which we will rename as LSWT. Remote sensing LST data was obtained from the MODIS sensor onboard the Terra satellite as an 8-day composite, with a spatial resolution of 1 km. During the austral winter (June, July, and August), the product MOD06L2 cloud fraction showed the clear sky over Lake Titicaca in winter. The LSWT distribution was analyzed by means of images, time series and the coefficient of variation (Cv). Two regions of Titicaca were considered, Lake Mayor (LM) and Lake Menor (Lm). It was discovered that the coefficient of variation of LSWT for the main basin (LM) during the study period did not show significant changes (Cv < 9%). The average value of the surface temperature of the main basin (LM) found in this investigation is approximately 13,224 °C and that of the minor lake (Lm) is equal to 12,695 °C. Finally, using the principal components analysis, a positive trend is observed from 2004 to 2010, the year of the maximum of PC1 for Lago Mayor and Lago Menor.Se investigó la variabilidad interanual de la temperatura del agua superficial del lago (LSWT, por sus siglas en inglés) usando imágenes MODIS para el invierno del 2001-2014 en el lago Titicaca 15°45'00''S - 69°25'00''O. Utilizamos el producto MOD11A2 de temperatura de la superficie terrestre (LST), que renombraremos como LSWT. Los datos LST de detección remota se obtuvieron del sensor MODIS a bordo del satélite Terra como un compuesto de 8 días, con una resolución espacial de 1 km. Durante el invierno austral (junio, julio, y agosto), el producto MOD06L2 cloud fraction mostró el cielo despejado sobre el lago Titicaca en invierno. Se analizó la distribución de LSWT por medio de imágenes, series de tiempo y el coeficiente de variación (Cv). Se consideraron dos regiones del Titicaca, Lago Mayor (LM) y Lago Menor (Lm). Se descubrió que el coeficiente de variación de LSWT para la cuenca principal (LM) durante el periodo de estudio no mostró cambios significativos (Cv < 9%). El valor promedio de la temperatura superficial de la cuenca principal (LM) encontrado en esta investigación es aproximadamente 13.224 °C y del lago menor (Lm) es igual a 12.695 °C. Finalmente usando el análisis de componentes principales se observa una tendencia positiva desde el 2004 hasta el 2010, año del máximo del PC1 para el Lago Mayor y Lago Menor.Universidad Nacional Mayor de San Marcos2022-04-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/2103010.15381/rif.v25i1.21030Revista de Investigación de Física; Vol. 25 No. 1 (2022); 10-18Revista de Investigación de Física; Vol. 25 Núm. 1 (2022); 10-181728-29771605-7724reponame:Revistas - Universidad Nacional Mayor de San Marcosinstname:Universidad Nacional Mayor de San Marcosinstacron:UNMSMspahttps://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/21030/17753Derechos de autor 2022 César Vásquez, Cesar Aguirre, Michel Choccña, Jhon Guerrerohttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:ojs.csi.unmsm:article/210302022-07-04T11:41:52Z |
dc.title.none.fl_str_mv |
Interannual variability of the surface temperature of Titicaca lakeusing MODIS winter images (2001-2014) Variabilidad interanual de la temperatura superficial del lago Titicaca usando imágenes MODIS del invierno (2001-2014) |
title |
Interannual variability of the surface temperature of Titicaca lakeusing MODIS winter images (2001-2014) |
spellingShingle |
Interannual variability of the surface temperature of Titicaca lakeusing MODIS winter images (2001-2014) Váquez Porras, Cėsar Antonio MODIS/Terra Temperature Coeficient of Variation Titicaca MODIS/Terra temperature coefficient of variation Titicaca |
title_short |
Interannual variability of the surface temperature of Titicaca lakeusing MODIS winter images (2001-2014) |
title_full |
Interannual variability of the surface temperature of Titicaca lakeusing MODIS winter images (2001-2014) |
title_fullStr |
Interannual variability of the surface temperature of Titicaca lakeusing MODIS winter images (2001-2014) |
title_full_unstemmed |
Interannual variability of the surface temperature of Titicaca lakeusing MODIS winter images (2001-2014) |
title_sort |
Interannual variability of the surface temperature of Titicaca lakeusing MODIS winter images (2001-2014) |
dc.creator.none.fl_str_mv |
Váquez Porras, Cėsar Antonio Aguirre, César Choccña Rejas, Michel Aristoteles Guerrero Salinas, Jhon Brayan Váquez Porras, Cėsar Antonio Aguirre, César Choccña Rejas, Michel Aristoteles Guerrero Salinas, Jhon Brayan |
author |
Váquez Porras, Cėsar Antonio |
author_facet |
Váquez Porras, Cėsar Antonio Aguirre, César Choccña Rejas, Michel Aristoteles Guerrero Salinas, Jhon Brayan |
author_role |
author |
author2 |
Aguirre, César Choccña Rejas, Michel Aristoteles Guerrero Salinas, Jhon Brayan |
author2_role |
author author author |
dc.subject.none.fl_str_mv |
MODIS/Terra Temperature Coeficient of Variation Titicaca MODIS/Terra temperature coefficient of variation Titicaca |
topic |
MODIS/Terra Temperature Coeficient of Variation Titicaca MODIS/Terra temperature coefficient of variation Titicaca |
description |
The interannual variability of lake surface water temperature (LSWT) was investigated using MODIS images for winter 2001-2014 at Lake Titicaca 15°45'00''S - 69°25'00''O. We use the MOD11A2 Earth Surface Temperature (LST) product, which we will rename as LSWT. Remote sensing LST data was obtained from the MODIS sensor onboard the Terra satellite as an 8-day composite, with a spatial resolution of 1 km. During the austral winter (June, July, and August), the product MOD06L2 cloud fraction showed the clear sky over Lake Titicaca in winter. The LSWT distribution was analyzed by means of images, time series and the coefficient of variation (Cv). Two regions of Titicaca were considered, Lake Mayor (LM) and Lake Menor (Lm). It was discovered that the coefficient of variation of LSWT for the main basin (LM) during the study period did not show significant changes (Cv < 9%). The average value of the surface temperature of the main basin (LM) found in this investigation is approximately 13,224 °C and that of the minor lake (Lm) is equal to 12,695 °C. Finally, using the principal components analysis, a positive trend is observed from 2004 to 2010, the year of the maximum of PC1 for Lago Mayor and Lago Menor. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-04-01 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.none.fl_str_mv |
https://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/21030 10.15381/rif.v25i1.21030 |
url |
https://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/21030 |
identifier_str_mv |
10.15381/rif.v25i1.21030 |
dc.language.none.fl_str_mv |
spa |
language |
spa |
dc.relation.none.fl_str_mv |
https://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/21030/17753 |
dc.rights.none.fl_str_mv |
Derechos de autor 2022 César Vásquez, Cesar Aguirre, Michel Choccña, Jhon Guerrero http://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Derechos de autor 2022 César Vásquez, Cesar Aguirre, Michel Choccña, Jhon Guerrero http://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidad Nacional Mayor de San Marcos |
publisher.none.fl_str_mv |
Universidad Nacional Mayor de San Marcos |
dc.source.none.fl_str_mv |
Revista de Investigación de Física; Vol. 25 No. 1 (2022); 10-18 Revista de Investigación de Física; Vol. 25 Núm. 1 (2022); 10-18 1728-2977 1605-7724 reponame:Revistas - Universidad Nacional Mayor de San Marcos instname:Universidad Nacional Mayor de San Marcos instacron:UNMSM |
instname_str |
Universidad Nacional Mayor de San Marcos |
instacron_str |
UNMSM |
institution |
UNMSM |
reponame_str |
Revistas - Universidad Nacional Mayor de San Marcos |
collection |
Revistas - Universidad Nacional Mayor de San Marcos |
repository.name.fl_str_mv |
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repository.mail.fl_str_mv |
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1795238319601221632 |
score |
13.949927 |
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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).