IEEE Geoscience and Remote Sensing Magazine

Papers
(The TQCC of IEEE Geoscience and Remote Sensing Magazine is 8. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-11-01 to 2025-11-01.)
ArticleCitations
Report on the 2021 IEEE GRSS Data Fusion Contest—Geospatial Artificial Intelligence for Social Good [Technical Committees]467
IEEE Membership272
“The Year of SAR” Special Issue Overview [From the Guest Editor]254
A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications [Technical Committees]237
GeoPix: A multimodal large language model for pixel-level image understanding in remote sensing228
Table of Contents211
Change Detection From Very-High-Spatial-Resolution Optical Remote Sensing Images: Methods, applications, and future directions211
IEEE Proceedings193
IEEE App190
Table of Contents176
IEEE Access165
Welcome to the September 2022 Issue of IEEE Geoscience and Remote Sensing Magazine! [From the Guest Editors]160
Issues and Special Issues [From the Editor]133
IEEE Feedback117
IEEE App115
IEEE Tech Rxiv91
Front Cover90
Better, Not Just More: Data-centric machine learning for Earth observation85
IEEE Tech RXIV : Share Your Preprint Research with the World!84
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification: A review84
Self-Supervised Learning in Remote Sensing: A review82
2022 Earth Observation and Sustainable Development Goals Contest Winners [Technical Committees]81
IEEE Proceedings80
From Orbit to Ground: A comprehensive review of multimodal self-supervised learning for remote sensing75
IEEE App75
Driving Innovation and Empowering Communities to Sustain Our Living Earth [President’s Message]73
Activities of the University of Southern California IEEE GRSS–AP-S–SSCS Joint Student Chapter: Winner of the 2023 Student Chapter Excellence Award [Chapters]71
Deep Learning in Remote Sensing Image Fusion: Methods, protocols, data, and future perspectives64
Sparse Synthetic Aperture Radar Imaging From Compressed Sensing and Machine Learning: Theories, applications, and trends62
2021 IEEE GRSS Turkey Chapter Activities [Chapters]60
Table of Contents59
Gaussianizing the Earth: Multidimensional information measures for Earth data analysis58
Open Source Data Programs From Low-Earth Orbit Synthetic Aperture Radar Companies: Questions and answers [Industry Profiles and Activities]53
The IEEE GRSS IDEA Committee: Championing Diversity in Adversity [Women in GRSS]53
IGARSS 2024 Tutorial Program: Educational and Social Impacts [Education in Remote Sensing]52
Big Changes Ahead [Editor’s Corner]46
Low-Rank and Sparse Representation for Hyperspectral Image Processing: A review44
Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing44
2024 IEEE GRSS Data Fusion Contest: Rapid Flood Mapping [Technical Committees]44
Machine Learning in Pansharpening: A benchmark, from shallow to deep networks44
Contactless Ground Penetrating Radar Imaging: State of the art, challenges, and microwave tomography-based data processing44
Unmanned Aerial Vehicle-Based Photogrammetric 3D Mapping: A survey of techniques, applications, and challenges43
To Travel or Not to Travel: The Hybrid Conference Era [President’s Message]40
Front Cover39
Staff List38
Radio-Frequency Interference to Spaceborne Synthetic Aperture Radar Systems: Overview and Approaches to Its Management [Technical Committees]36
MapInWild: A remote sensing dataset to address the question of what makes nature wild [Software and Data Sets]36
Decennial Geomorphic Transport From Archived Time Series Digital Elevation Models: A cookbook for tropical and alpine environments35
Interferometric Phase Linking: Algorithm, application, and perspective30
Land Cover Change Detection Techniques: Very-high-resolution optical images: A review30
SBG Systems29
IEEE App28
IEEE Tech RXIV: Share Your Preprint Research with the world!28
Radar Imaging With India’s Earth Observation Satellite-04: Earth resource monitoring using C-band synthetic aperture radar system27
Awards Presented at the IGARSS 2022 Banquet [Conference Reports]27
Front Cover27
A Special Issue on Data Fusion Techniques for Oceanic Target Interpretation [From the Guest Editors]27
Monitoring Results of the SAOCOM-1 Constellation: A mission overview and summary of results27
Hyperspectral Remote Sensing for Monitoring Crop Disease: Applications, challenges, and perspectives27
UNet-Like Remote Sensing Change Detection: A review of current models and research directions26
“What Now/What Next/What If” Or NASA Earth System Digital Twins25
ODinMJ: A red, green, blue-thermal dataset for mountain jungle object detection25
Satellite Image Synthesis From Street View With Fine-Grained Spatial Textual Guidance: A novel framework24
Transfer Learning in Earth Observation Data Analysis: A review24
The Women in Engineering International Leadership Conference [Women in GRSS]22
Staff List22
Letter From the President [President’s Message]21
A Review and a Perspective of Deep Active Learning for Remote Sensing Image Analysis: Enhanced adaptation to user conjecture21
The Microwave Monitoring of Water With Applications (MAMI WATA) MIRS Workshop: A Brief Report [Conference Reports]20
Table of Contents19
Progress and Perspectives of Crop Yield Forecasting With Remote Sensing: A review18
Full-Resolution Quality Assessment of Pansharpening: Theoretical and hands-on approaches18
Optimizing Collaborative Space–Air–Ground Earth Observation: A decision-making perspective17
Remote Sensing Techniques for Detecting Internal Solitary Waves: A comprehensive review and prospects17
The Synergy Between Remote Sensing and Social Sensing in Urban Studies: Review and perspectives17
Front Cover16
TanDEM-X: The 4D Mission Phase for Earth Surface Dynamics: Science activities highlights and new data products after 15 years of bistatic operations16
Table of Contents15
Front cover15
Staff List14
IEEE App14
The NASA-ISRO SAR Mission: A summary14
Front Cover13
IEEE Feedback13
Wireless Sensor Networks Applied to Precision Agriculture: A worldwide literature review with emphasis on Latin America12
IEEE Access12
Optical and Synthetic Aperture Radar Image Fusion for Ship Detection and Recognition: Current state, challenges, and future prospects12
IEEE Proceedings12
IEEE App12
Reinforcing Our Commitment: Why DEI Matters for the IEEE GRSS [Technical Committees]11
Masthead11
Remote Sensing Data Fusion With Generative Adversarial Networks: State-of-the-art methods and future research directions11
TechRxiv: Share Your Preprint Research With the World!10
Table of Contents10
TechRxiv: Share Your Preprint Research With the World!9
IEEE Access9
High Performance and Disruptive Computing in Remote Sensing: The Third Edition of the School Organized by the HDCRS Working Group of the GRSS Earth Science Informatics Technical Committee [Technical C9
Table of Contents9
Claude Does Permanent Scatterer Interferometric Synthetic Aperture Radar: A tutorial for the use of large language models in replication studies8
An Integration of Natural Language and Hyperspectral Imaging: A review8
Front Cover8
More Than Just a Journal [Editor’s Corner]8
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