Snow Cover Temporal Dynamic Using MODIS Product, and Its Relationship with Precipitation and Temperature in the Tropical Andean Glaciers in the Alto Santa Sub-Basin (Peru)

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The retreats of the planet’s tropical glaciers are natural indicators of the variation of precipitation, temperature, and other variables. The glaciers of the Alto Santa sub-basin are sources of freshwater storage for consumptive and non-consumptive use for different sectors. As a result of climatic...

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Detalles Bibliográficos
Autores: Calizaya, Elmer, Laqui, Wilber, Sardón, Saul, Calizaya, Fredy, Cuentas, Osmar, Cahuana, José, Mindani, Carmen, Huacani, Walquer
Formato: artículo
Fecha de Publicación:2026
Institución:Universidad Nacional Micaela Bastidas de Apurímac
Repositorio:UNAMBA-Institucional
Lenguaje:inglés
OAI Identifier:oai:null:20.500.14195/1513
Enlace del recurso:https://doi.org/10.3390/su15097610
https://hdl.handle.net/20.500.14195/1513
Nivel de acceso:acceso abierto
Materia:Glacial retreat
Climatic data
Earth engine
Standardized correlation
Trend analysis
https://purl.org/pe-repo/ocde/ford#2.07.05
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dc.title.none.fl_str_mv Snow Cover Temporal Dynamic Using MODIS Product, and Its Relationship with Precipitation and Temperature in the Tropical Andean Glaciers in the Alto Santa Sub-Basin (Peru)
title Snow Cover Temporal Dynamic Using MODIS Product, and Its Relationship with Precipitation and Temperature in the Tropical Andean Glaciers in the Alto Santa Sub-Basin (Peru)
spellingShingle Snow Cover Temporal Dynamic Using MODIS Product, and Its Relationship with Precipitation and Temperature in the Tropical Andean Glaciers in the Alto Santa Sub-Basin (Peru)
Calizaya, Elmer
Glacial retreat
Climatic data
Earth engine
Standardized correlation
Trend analysis
https://purl.org/pe-repo/ocde/ford#2.07.05
title_short Snow Cover Temporal Dynamic Using MODIS Product, and Its Relationship with Precipitation and Temperature in the Tropical Andean Glaciers in the Alto Santa Sub-Basin (Peru)
title_full Snow Cover Temporal Dynamic Using MODIS Product, and Its Relationship with Precipitation and Temperature in the Tropical Andean Glaciers in the Alto Santa Sub-Basin (Peru)
title_fullStr Snow Cover Temporal Dynamic Using MODIS Product, and Its Relationship with Precipitation and Temperature in the Tropical Andean Glaciers in the Alto Santa Sub-Basin (Peru)
title_full_unstemmed Snow Cover Temporal Dynamic Using MODIS Product, and Its Relationship with Precipitation and Temperature in the Tropical Andean Glaciers in the Alto Santa Sub-Basin (Peru)
title_sort Snow Cover Temporal Dynamic Using MODIS Product, and Its Relationship with Precipitation and Temperature in the Tropical Andean Glaciers in the Alto Santa Sub-Basin (Peru)
author Calizaya, Elmer
author_facet Calizaya, Elmer
Laqui, Wilber
Sardón, Saul
Calizaya, Fredy
Cuentas, Osmar
Cahuana, José
Mindani, Carmen
Huacani, Walquer
author_role author
author2 Laqui, Wilber
Sardón, Saul
Calizaya, Fredy
Cuentas, Osmar
Cahuana, José
Mindani, Carmen
Huacani, Walquer
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Calizaya, Elmer
Laqui, Wilber
Sardón, Saul
Calizaya, Fredy
Cuentas, Osmar
Cahuana, José
Mindani, Carmen
Huacani, Walquer
dc.subject.none.fl_str_mv Glacial retreat
Climatic data
Earth engine
Standardized correlation
Trend analysis
topic Glacial retreat
Climatic data
Earth engine
Standardized correlation
Trend analysis
https://purl.org/pe-repo/ocde/ford#2.07.05
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#2.07.05
description The retreats of the planet’s tropical glaciers are natural indicators of the variation of precipitation, temperature, and other variables. The glaciers of the Alto Santa sub-basin are sources of freshwater storage for consumptive and non-consumptive use for different sectors. As a result of climatic variations, it is essential to analyze the dynamics of the snow cover area (SCA). The methodology consisted of processing 6578 MODIS Snow Cover MOD10A1 product images and generating 18-year time series using the Platform Google Earth Engine (GEE). Normalized Difference Snow Index (NDSI) was used to estimate the extent of snow cover, and to validate the MODIS snow cover product, we used the same overlapping date of Landsat 5 and 8 Surface Reflectance Tier 1, to examine the relationships between daily precipitation and temperature. The standardized correlation results gave good results with stations over 4500 m.a.s.l., such as Artesonraju AP2 (4828 m.a.s.l.) of −0.84 and −0.74, precipitation, and temperature. These results show coherent behaviors of the retreat due to the variation of the climatological variables. In some years, there were anomalies in the conduct of the three variables, but these originated from events of natural weather phenomena. Regarding the dynamics of the SCA in 18 years, it decreased from 649 km2 to 311.6. km2 between 2000 and 2017, representing a retreat of 41%; we can conclude and confirm that the glacier retreat is imminent due to the consequences of climate change, which would affect the security of freshwater from the tropical glaciers of the Peruvian Andes.
publishDate 2026
dc.date.accessioned.none.fl_str_mv 2026-03-12T23:13:13Z
dc.date.available.none.fl_str_mv 2026-03-12T23:13:13Z
dc.date.issued.fl_str_mv 2026-03-12
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.doi.none.fl_str_mv https://doi.org/10.3390/su15097610
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.14195/1513
url https://doi.org/10.3390/su15097610
https://hdl.handle.net/20.500.14195/1513
dc.language.iso.none.fl_str_mv eng
language eng
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dc.publisher.none.fl_str_mv MDPI, Sustainability
publisher.none.fl_str_mv MDPI, Sustainability
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