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Correction of TanDEM-X InSAR DEM Penetration Bias Using Physics-Informed Neural Networks: A Case Study of the Greenland Ice Sheet

Mansour, Islam and Fischer, Georg and Hänsch, Ronny and Hajnsek, Irena and Papathanassiou, Konstantinos (2024) Correction of TanDEM-X InSAR DEM Penetration Bias Using Physics-Informed Neural Networks: A Case Study of the Greenland Ice Sheet. Evaluation der High Performance Data Analytics Kooperation terrabyte von DLR und LRZ, 2024-11-28 - 2024-11-29, LRZ, Garching b. München, Germany.

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Item URL in elib:https://elib.dlr.de/212512/
Document Type:Conference or Workshop Item (Poster)
Title:Correction of TanDEM-X InSAR DEM Penetration Bias Using Physics-Informed Neural Networks: A Case Study of the Greenland Ice Sheet
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Mansour, IslamUNSPECIFIEDhttps://orcid.org/0000-0003-3114-6515UNSPECIFIED
Fischer, GeorgUNSPECIFIEDhttps://orcid.org/0000-0002-7987-5453UNSPECIFIED
Hänsch, RonnyUNSPECIFIEDhttps://orcid.org/0000-0002-2936-6765UNSPECIFIED
Hajnsek, IrenaUNSPECIFIEDhttps://orcid.org/0000-0002-0926-3283UNSPECIFIED
Papathanassiou, KonstantinosUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:2024
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:X-band InSAR, TanDEM-X DEM, Elevation Monitoring, Hybrid Modeling, Machine Learning
Event Title:Evaluation der High Performance Data Analytics Kooperation terrabyte von DLR und LRZ
Event Location:LRZ, Garching b. München, Germany
Event Type:Workshop
Event Start Date:28 November 2024
Event End Date:29 November 2024
Organizer:Leibnitz Rechenzentrum München & Deutsches Zentrum für Luft- und Raumfahrt
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 - TerraSAR/TanDEM
Location: Oberpfaffenhofen
Institutes and Institutions:Microwaves and Radar Institute > Radar Concepts
Microwaves and Radar Institute > SAR Technology
Microwaves and Radar Institute
Deposited By: Mansour, Islam
Deposited On:07 Feb 2025 14:19
Last Modified:07 Feb 2025 14:19

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