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Performance Assessment of TanDEM-X DEM for Mountain Glacier Elevation Change Detection
Indexado
WoS WOS:000457939400082
Scopus SCOPUS_ID:85060703886
DOI 10.3390/RS11020187
Año 2019
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



TanDEM-X digital elevation model (DEM) is a global DEM released by the German Aerospace Center (DLR) at outstanding resolution of 12 m. However, the procedure for its creation involves the combination of several DEMs from acquisitions spread between 2011 and 2014, which casts doubt on its value for precise glaciological change detection studies. In this work we present TanDEM-X DEM as a high-quality product ready for use in glaciological studies. We compare it to Aerial Laser Scanning (ALS)-based dataset from April 2013 (1 m), used as the ground-truth reference, and Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) V003 DEM and SRTM v3 DEM (both 30 m), serving as representations of past glacier states. We use a method of sub-pixel coregistration of DEMs by Nuth and Kaab (2011) to determine the geometric accuracy of the products. In addition, we propose a slope-aspect heatmap-based workflow to remove the errors resulting from radar shadowing over steep terrain. Elevation difference maps obtained by subtraction of DEMs are analyzed to obtain accuracy assessments and glacier mass balance reconstructions. The vertical accuracy (+/- standard deviation) of TanDEM-X DEM over non-glacierized area is very good at 0.02 +/- 3.48 m. Nevertheless, steep areas introduce large errors and their filtering is required for reliable results. The 30 m version of TanDEM-X DEM performs worse than the finer product, but its accuracy, -0.08 +/- 7.57 m, is better than that of SRTM and ASTER. The ASTER DEM contains errors, possibly resulting from imperfect DEM creation from stereopairs over uniform ice surface. Universidad Glacier has been losing mass at a rate of -0.44 +/- 0.08 m of water equivalent per year between 2000 and 2013. This value is in general agreement with previously reported mass balance estimated with the glaciological method for 2012-2014.

Revista



Revista ISSN
Remote Sensing 2072-4292

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Disciplinas de Investigación



WOS
Remote Sensing
Scopus
Earth And Planetary Sciences (All)
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Podgorski, Julian Hombre Polish Acad Sci - Polonia
Institute of Geophysics of the Polish Academy of Sciences - Polonia
2 Kinnard, Christophe Hombre Univ Quebec Trois Rivieres - Canadá
Université du Québec à Trois-Rivières - Canadá
3 Petlicki, Michal Hombre Centro de Estudios Científicos - Chile
4 URRUTIA-PEREZ, ROBERTO ENRIQUE Hombre Universidad de Concepción - Chile

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Financiamiento



Fuente
Conicyt-Fondecyt
Comisión Nacional de Investigación Científica y Tecnológica
Canada Research Chair Program
Natural Sciences and Engineering Research Council of Canada
Comisión Nacional de Investigación Científica y Tecnológica
National Aeronautics and Space Administration
CECs
Canada Research Chairs
Canada Research Chair
Ministerio de Economía, Fomento y Turismo
Institute of Geophysics of Polish Academy of Sciences (IGF PAS)
CECs - Base Finance programme of CONICYT, Chile
Fondo de Innovacion para la Competitividad del Ministerio de Economia, Fomento y Turismo, Gobierno de Chile
Centre for Polar Studies
IGF PAS
CONICYT-FONDECYT Iniciacion grant
Institute of Geophysics of Polish Academy of Sciences

Muestra la fuente de financiamiento declarada en la publicación.

Agradecimientos



Agradecimiento
J.P. is funded by Institute of Geophysics of Polish Academy of Sciences (IGF PAS) statutory funds and funds of the Leading National Research Centre (KNOW) received by the Centre for Polar Studies for the period 2014-2018. C.K. is funded by the Canada Research Chair program and the Natural Sciences and Engineering Research Council of Canada. M.P. was supported by CONICYT-FONDECYT Iniciacion grant #11170937 and by CECs, which is funded by the Base Finance programme of CONICYT, Chile. R.U. thanks the CONICYT/FONDAP/15130015 Project. Aerial laser scanning and its preprocessing was funded by Fondo de Innovacion para la Competitividad del Ministerio de Economia, Fomento y Turismo, Gobierno de Chile (R.U., C.K.). The APC was funded by the statutory funds of IGF PAS. TanDEM-X DEM data was provided by the German Aerospace Center (DLR) through an Announcement of Opportunity and Proposal Call (proposal DEM_GLAC1874).
Funding: J.P. is funded by Institute of Geophysics of Polish Academy of Sciences (IGF PAS) statutory funds and funds of the Leading National Research Centre (KNOW) received by the Centre for Polar Studies for the period 2014-2018. C.K. is funded by the Canada Research Chair program and the Natural Sciences and Engineering Research Council of Canada. M.P. was supported by CONICYT-FONDECYT Iniciación grant #11170937 and by CECs, which is funded by the Base Finance programme of CONICYT, Chile. R.U. thanks the CONICYT/FONDAP/15130015 Project. Aerial laser scanning and its preprocessing was funded by Fondo de Innovación para la Competitividad del Ministerio de Economía, Fomento y Turismo, Gobierno de Chile (R.U., C.K.). The APC was funded by the statutory funds of IGF PAS. TanDEM-X DEM data was provided by the German Aerospace Center (DLR) through an Announcement of Opportunity and Proposal Call (proposal DEM_GLAC1874).

Muestra la fuente de financiamiento declarada en la publicación.