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DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation

Zhao, Daixin and Heidler, Konrad and Asgarimehr, Milad and Arnold, Caroline and Xiao, Tianqi and Wickert, Jens and Zhu, Xiao Xiang and Mou, Lichao (2023) DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation. Remote Sensing of Environment, 294, p. 113629. Elsevier. doi: 10.1016/j.rse.2023.113629. ISSN 0034-4257.

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Official URL: https://www.sciencedirect.com/science/article/pii/S0034425723001803


Item URL in elib:https://elib.dlr.de/200158/
Document Type:Article
Title:DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Zhao, DaixinUNSPECIFIEDhttps://orcid.org/0000-0003-2766-1338UNSPECIFIED
Heidler, KonradUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Asgarimehr, MiladUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Arnold, CarolineUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Xiao, TianqiUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Wickert, JensUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Zhu, Xiao XiangUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Mou, LichaoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:30 May 2023
Journal or Publication Title:Remote Sensing of Environment
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:294
DOI:10.1016/j.rse.2023.113629
Page Range:p. 113629
Publisher:Elsevier
ISSN:0034-4257
Status:Published
Keywords:Deep learning, GNSS reflectometry, Ocean wind speed, Transformer networks
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 - Artificial Intelligence
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > EO Data Science
Deposited By: Zhao, Daixin
Deposited On:01 Dec 2023 08:32
Last Modified:01 Dec 2023 08:32

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