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Becker Campos, Alexandre and Gonzalez, Carolina and Bueso-Bello, Jose Luis and Braun, Matthias and Rizzoli, Paola (2026) Deep Learning for Estimating X-Band Penetration Biases over Glaciers and Ice Caps to Improve InSAR-based Glaciological Estimates. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. IEEE - Institute of Electrical and Electronics Engineers. ISSN 1939-1404. (Submitted)
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| Item URL in elib: | https://elib.dlr.de/225340/ | ||||||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||||||
| Title: | Deep Learning for Estimating X-Band Penetration Biases over Glaciers and Ice Caps to Improve InSAR-based Glaciological Estimates | ||||||||||||||||||||||||
| Authors: |
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| Date: | 2026 | ||||||||||||||||||||||||
| Journal or Publication Title: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | ||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||||||
| Gold Open Access: | Yes | ||||||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||||||
| Publisher: | IEEE - Institute of Electrical and Electronics Engineers | ||||||||||||||||||||||||
| ISSN: | 1939-1404 | ||||||||||||||||||||||||
| Status: | Submitted | ||||||||||||||||||||||||
| Keywords: | Aletsch Glacier, Devon Ice Cap, deep learning, geodetic mass balance, InSAR, radar penetration bias, snow depth, TanDEM-X | ||||||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||||||
| HGF - Program Themes: | Earth Observation | ||||||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||||||
| DLR - Program: | R EO - Earth Observation | ||||||||||||||||||||||||
| DLR - Research theme (Project): | R - AI4SAR | ||||||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||||||
| Institutes and Institutions: | Microwaves and Radar Institute > Spaceborne SAR Systems | ||||||||||||||||||||||||
| Deposited By: | Becker Campos, Alexandre | ||||||||||||||||||||||||
| Deposited On: | 29 Jun 2026 09:40 | ||||||||||||||||||||||||
| Last Modified: | 29 Jun 2026 09:40 |
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