IEEE Geoscience and Remote Sensing Magazine - December 2022 - 1

DECEMBER 2022
VOLUME 10, NUMBER 4
WWW.GRSS-IEEE.ORG
Flight
Direction
FEATURES
Feed Antenna
Elements
Limiter
10 Digital Beamforming for Spaceborne
Reflector-Based Synthetic
Aperture Radar, Part 2
by Marwan Younis, Felipe Queiroz De Almeida,
Michelangelo Villano, Sigurd Huber, Gerhard Krieger,
and Alberto Moreira
PG. 10
ON THE COVER:
The multibeam SCORE operation mode, where multiple simultaneous
beams scan the signal echo traversing the ground. For details, please see
Part 2 of the tutorial on digital beamforming for spaceborne reflectorbased
synthetic aperture radar, by Younis, et al., on page 10.
32 Sparse Synthetic Aperture Radar Imaging
From Compressed Sensing
and Machine Learning
by Gang Xu, Bangjie Zhang, Hanwen Yu,
Jianlai Chen, Mengdao Xing, and Wei Hong
70 Subsurface Propagation Velocity
Estimation Methods in
Ground-Penetrating Radar
by Swarna Laxmi Panda, Subrata Maiti,
and Upendra Kumar Sahoo
90 Earth Observation and Artificial Intelligence
by Mrinalini Kochupillai, Matthias Kahl,
Michael Schmitt, Hannes Taubenböck,
and Xiao Xiang Zhu
125 State of the Art: High-Performance
and High-Throughput Computing
for Remote Sensing Big Data
by Sheng Zhang, Yong Xue, Xiran Zhou,
Xiaopeng Zhang, Wenhao Liu, Kaiyuan Li,
and Runze Liu
150 Geoinformation Harvesting
From Social Media Data
SCOPE
IEEE Geoscience and Remote Sensing Magazine (GRSM) will
inform readers of activities in the IEEE Geoscience and
Remote Sensing Society, its technical committees,
and chapters. GRSM will also inform and educate
readers via technical papers, provide information on
international remote sensing activities and new satellite
missions, publish contributions on education activities,
industrial and university profiles, conference news, book
reviews, and a calendar of important events.
Digital Object Identifier 10.1109/MGRS.2022.3223742
DECEMBER 2022 IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
by Xiao Xiang Zhu, Yuanyuan Wang,
Mrinalini Kochupillai, Martin Werner,
Matthias Häberle, Eike Jens Hoffmann,
Hannes Taubenböck, Devis Tuia,
Alex Levering, Nathan Jacobs, Anna Kruspe,
and Karam Abdulahhad
181 Deep Learning-Based Object Tracking
in Satellite Videos
by Yuxuan Li, Licheng Jiao, Zhongjian Huang,
Xin Zhang, Ruohan Zhang, Xue Song, Chenxi Tian,
Zixiao Zhang, Fang Liu, Shuyuan Yang, Biao Hou,
Wenping Ma, Xu Liu, and Lingling Li
(Continued on next page)
1
Phase Shift
Tx In
LNA
Rx Out
Front End
TRM
HPA
Beam 1
Reflector
Slant
Range
Beam 2
Beam 3

http://WWW.GRSS-IEEE.ORG

IEEE Geoscience and Remote Sensing Magazine - December 2022

Table of Contents for the Digital Edition of IEEE Geoscience and Remote Sensing Magazine - December 2022

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IEEE Geoscience and Remote Sensing Magazine - December 2022 - Contents
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