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Combining "Deep Learning" and Physically Constrained Neural Networks to Derive Complex Glaciological Change Processes from Modern High-Resolution Satellite Imagery: Application of the GEOCLASS-Image System to Create VarioCNN for Glacier Surges.
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- Remote Sensing, 2024, v. 16, n. 11, p. 1854, doi. 10.3390/rs16111854
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- Article
Evolution of a Surge Cycle of the Bering‐Bagley Glacier System From Observations and Numerical Modeling.
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- Journal of Geophysical Research. Earth Surface, 2024, v. 129, n. 1, p. 1, doi. 10.1029/2023JF007306
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- Article
Observing the evolution of summer melt on multiyear sea ice with ICESat-2 and Sentinel-2.
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- Cryosphere, 2023, v. 17, n. 9, p. 3695, doi. 10.5194/tc-17-3695-2023
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Airborne Validation of ICESat-2 ATLAS Data over Crevassed Surfaces and Other Complex Glacial Environments: Results from Experiments of Laser Altimeter and Kinematic GPS Data Collection from a Helicopter over a Surging Arctic Glacier (Negribreen, Svalbard)
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- Remote Sensing, 2022, v. 14, n. 5, p. N.PAG, doi. 10.3390/rs14051185
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- Article
Crevasses as Indicators of Surge Dynamics in the Bering Bagley Glacier System, Alaska: Numerical Experiments and Comparison to Image Data Analysis.
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- Journal of Geophysical Research. Earth Surface, 2018, v. 123, n. 8, p. 1615, doi. 10.1029/2017JF004341
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- Article
Geostatistical and Statistical Classification of Sea-Ice Properties and Provinces from SAR Data.
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- Remote Sensing, 2016, v. 8, n. 8, p. 616, doi. 10.3390/rs8080616
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- Article
Elevation changes and dynamic provinces of Jakobshavn Isbræ, Greenland, derived using generalized spatial surface roughness from ICESat GLAS and ATM data.
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- Journal of Glaciology, 2014, v. 60, n. 223, p. 834, doi. 10.3189/2014JoG13J129
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- Article
The trough-system algorithm and its application to spatial modeling of Greenland subglacial topography.
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- Annals of Glaciology, 2014, v. 55, n. 67, p. 115, doi. 10.3189/2014AoG67A001
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- Article
Spatio-temporal analysis of surface elevation changes in Pine Island Glacier, Antarctica, from ICESat GLAS data and ERS-1 radar altimeter data.
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- Annals of Glaciology, 2014, v. 55, n. 66, p. 248, doi. 10.3189/2014AoG66A014
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- Article
Bering Glacier surge 2011: analysis of laser altimeter data.
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- Annals of Glaciology, 2013, v. 54, n. 63, p. 158, doi. 10.3189/2013AoG63A348
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- Article
Resolution of ice streams and outlet glaciers in large-scale simulations of the Greenland ice sheet.
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- Annals of Glaciology, 2013, v. 54, n. 63, p. 209, doi. 10.3189/2013AoG63A085
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- Article
Bering Glacier and Bagley Ice Valley surge 2011: crevasse classification as an approach to map deformation stages and surge progression.
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- Annals of Glaciology, 2013, v. 54, n. 63, p. 279, doi. 10.3189/2013AoG63A338
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- Article
Spatiotemporal Climate Model Validation—Case Studies for MM5 over Northwestern Canada and Alaska.
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- Earth Interactions, 2007, v. 11, n. 1, p. 1, doi. 10.1175/EI208.1
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- Article
REGEOTOP: New climatic data fields for East Asia based on localized relief information and geostatistical methods.
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- International Journal of Climatology, 2004, v. 24, n. 10, p. 1283, doi. 10.1002/joc.1058
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- Article
Morphogenesis of typical winter and summer snow surface patterns in a continental alpine environment.
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- Hydrological Processes, 2003, v. 17, n. 3, p. 619, doi. 10.1002/hyp.1158
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- Article