Synergistic Potential of Optical and Radar Remote Sensing for Snow Cover Monitoring

23 p. - Dentro del número especial "Multi-Source Remote Sensing Data in Hydrology and Water Management".

Detalles Bibliográficos
Autores: Hidalgo Hidalgo, José David, Collados Lara, Antonio Juan, Pulido Velázquez, David, Fassnacht, S. R., Husillos, César
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2024
País:España
Institución:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:dnet:digitalcsic_::a63aae1b7e706e8c84e975f34c2c6926
Acceso en línea:http://hdl.handle.net/10261/426157
https://api.elsevier.com/content/abstract/scopus_id/85206476801
Access Level:acceso abierto
Palabra clave:Wet snow
Iberian Peninsula
Optical and radar
Remote sensing
SAR
Satellite
Snow
snow-covered area
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dc.title.none.fl_str_mv Synergistic Potential of Optical and Radar Remote Sensing for Snow Cover Monitoring
title Synergistic Potential of Optical and Radar Remote Sensing for Snow Cover Monitoring
spellingShingle Synergistic Potential of Optical and Radar Remote Sensing for Snow Cover Monitoring
Hidalgo Hidalgo, José David
Wet snow
Iberian Peninsula
Optical and radar
Remote sensing
SAR
Satellite
Snow
snow-covered area
title_short Synergistic Potential of Optical and Radar Remote Sensing for Snow Cover Monitoring
title_full Synergistic Potential of Optical and Radar Remote Sensing for Snow Cover Monitoring
title_fullStr Synergistic Potential of Optical and Radar Remote Sensing for Snow Cover Monitoring
title_full_unstemmed Synergistic Potential of Optical and Radar Remote Sensing for Snow Cover Monitoring
title_sort Synergistic Potential of Optical and Radar Remote Sensing for Snow Cover Monitoring
dc.creator.none.fl_str_mv Hidalgo Hidalgo, José David
Collados Lara, Antonio Juan
Pulido Velázquez, David
Fassnacht, S. R.
Husillos, César
author Hidalgo Hidalgo, José David
author_facet Hidalgo Hidalgo, José David
Collados Lara, Antonio Juan
Pulido Velázquez, David
Fassnacht, S. R.
Husillos, César
author_role author
author2 Collados Lara, Antonio Juan
Pulido Velázquez, David
Fassnacht, S. R.
Husillos, César
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Agencia Estatal de Investigación (España)
European Commission
Ministerio de Ciencia, Innovación y Universidades (España)
Organismo Autónomo Parques Nacionales (España)
Hidalgo Hidalgo, José David [0009-0006-0547-8494]
Collados Lara, Antonio Juan [0000-0002-5693-2048]
Pulido Velázquez, David [0000-0001-7985-0769]
Fassnacht, S. R. [0000-0002-5270-8049]
Husillos, César [0000-0001-8286-5443]
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Wet snow
Iberian Peninsula
Optical and radar
Remote sensing
SAR
Satellite
Snow
snow-covered area
topic Wet snow
Iberian Peninsula
Optical and radar
Remote sensing
SAR
Satellite
Snow
snow-covered area
description 23 p. - Dentro del número especial "Multi-Source Remote Sensing Data in Hydrology and Water Management".
publishDate 2024
dc.date.none.fl_str_mv 2024
2026
2026
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Publisher's version
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status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/426157
https://api.elsevier.com/content/abstract/scopus_id/85206476801
url http://hdl.handle.net/10261/426157
https://api.elsevier.com/content/abstract/scopus_id/85206476801
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
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info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-128021OB-I00
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2022-137623OA-I00
https://doi.org/10.3390/rs16193705
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dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute
publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute
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instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
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spelling Synergistic Potential of Optical and Radar Remote Sensing for Snow Cover MonitoringHidalgo Hidalgo, José DavidCollados Lara, Antonio JuanPulido Velázquez, DavidFassnacht, S. R.Husillos, CésarWet snowIberian PeninsulaOptical and radarRemote sensingSARSatelliteSnowsnow-covered area23 p. - Dentro del número especial "Multi-Source Remote Sensing Data in Hydrology and Water Management".[EN] This research studies the characteristics of snow-covered area (SCA) from two vastly different sensors: optical (Moderate-Resolution Imaging Spectroradiometer, or MODIS, equipped on board the Terra satellite) and radar (Synthetic Aperture Radar (SAR) on-board Sentinel-1 satellites). The focus are the five mountain ranges of the Iberian Peninsula (Cantabrian System, Central System, Iberian Range, Pyrenees, and Sierra Nevada). The MODIS product was selected to identify SCA dynamics in these ranges using the Probability of Snow Cover Presence Index (PSCPI). In addition, we evaluate the potential advantage of the use of SAR remote sensing to complete optical SCA under cloudy conditions. For this purpose, we utilize the Copernicus High-Resolution Snow and Ice SAR Wet Snow (HRS&I SWS) product. The Pyrenees and the Sierra Nevada showed longer-lasting SCA duration and a higher PSCPI throughout the average year. Moreover, we demonstrate that the latitude gradient has a significant influence on the snowline elevation in the Iberian mountains (R<sup>2</sup> ≥ 0.84). In the Iberian mountains, a general negative SCA trend is observed due to the recent climate change impacts, with a particularly pronounced decline in the winter months (December and January). Finally, in the Pyrenees, we found that wet snow detection has high potential for the spatial gap-filling of MODIS SCA in spring, contributing above 27% to the total SCA. Notably, the additional SCA provided in winter is also significant. Based on the results obtained in the Pyrenees, we can conclude that implementing techniques that combine SAR and optical satellite sensors for SCA detection may provide valuable additional SCA data for the other Iberian mountains, in which the radar product is not available.This research was funded by the following projects: STAGES-IPCC (TED2021-130744B-C21/AEI/10.13039/501100011033/Unión Europea NextGenerationEU/PRTR), SIGLO-PRO (PID2021-128021OB-I00/AEI/10.13039/501100011033/FEDER, UE), from the Spanish Ministry of Science, Innovation and Universities, SER-PM (2908/22; Organismo Autónomo Parques Nacionales) from the National Park Research Program, and SIERRA-CC (PID2022-137623OA-I00) funded by MICIU/AEI/10.13039/501100011033 and by FEDER, UE. Fassnacht S. R. was a Fulbright Global Scholar at CSIC-IGME during this work.Peer reviewedMultidisciplinary Digital Publishing InstituteAgencia Estatal de Investigación (España)European CommissionMinisterio de Ciencia, Innovación y Universidades (España)Organismo Autónomo Parques Nacionales (España)Hidalgo Hidalgo, José David [0009-0006-0547-8494]Collados Lara, Antonio Juan [0000-0002-5693-2048]Pulido Velázquez, David [0000-0001-7985-0769]Fassnacht, S. R. [0000-0002-5270-8049]Husillos, César [0000-0001-8286-5443]Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]202620262024info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10261/426157https://api.elsevier.com/content/abstract/scopus_id/85206476801reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Inglés#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#info:eu-repo/grantAgreement/AEI//TED2021-130744B-C21info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-128021OB-I00info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2022-137623OA-I00https://doi.org/10.3390/rs16193705Síinfo:eu-repo/semantics/openAccessoai:dnet:digitalcsic_::a63aae1b7e706e8c84e975f34c2c69262026-05-22T06:33:51Z
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