IEEE Geoscience and Remote Sensing Magazine

Article	Citations
Tech RXIV: Share Your Preprint Research with the World!	294
Letter From the President [President’s Message]	202
Looking Ahead for 2021 [President's Message]	186
Remote Sensing Code Library (RSCL)	184
Table of Contents	170
Camera Lidar Collaboration for Undergraduate Education [Education]	163
Vision-Language Models in Remote Sensing: Current progress and future trends	145
Lidar Boosts 3D Ecological Observations and Modelings: A Review and Perspective	140
Letter From the President [President’s Message]	132
The IEEE Geoscience and Remote Sensing Society “Open PocketQube Kit”: An affordable open source approach to Earth observation missions [Education in Remote Sensing]	125
Earth Observation and Artificial Intelligence: Understanding emerging ethical issues and opportunities	112
Introducing the December Issue [From the Editor]	110
The Third China International Synthetic Aperture Radar Symposium [Conference Reports]	106
The Synergy Between Remote Sensing and Social Sensing in Urban Studies: Review and perspectives	102
Why Does GRSM Require the Submission of White Papers? [From the Editor]	94
REACT: A New Technical Committee for Earth Observation and Sustainable Development Goals [Technical Committees]	91
Table of Contents	90
IEEE Proceedings	85
The Microwave Monitoring of Water With Applications (MAMI WATA) MIRS Workshop: A Brief Report [Conference Reports]	83
A Review and a Perspective of Deep Active Learning for Remote Sensing Image Analysis: Enhanced adaptation to user conjecture	80
Report on the 2021 IEEE GRSS Data Fusion Contest—Geospatial Artificial Intelligence for Social Good [Technical Committees]	79
2021 Data Fusion Contest: Geospatial Artificial Intelligence for Social Good [Technical Committees]	69
IEEE Collabratec	68
Front cover	63
The Women in Engineering International Leadership Conference [Women in GRSS]	62

TechRxiv: Share Your Preprint Research With the World!	57
IEEE Access	56
IEEE Membership	49
IEEE What If	49
International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing 2023: A Brief Report [Conference Reports]	46
Computer Vision for Earth Observation: The Second GRSS Image Analysis and Data Fusion School [Technical Committees]	46
IEEE Access	45
Moving Forward [From the Editor]	44
IEEE Feedback	42
Looking for a “Normal” Issue [From The Editor]	40
IEEE Oman Section of the Geoscience and Remote Sensing Society: From Ambassador to a Chapter [Chapters]	39
A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications [Technical Committees]	39
Digital Beamforming for Spaceborne Reflector-Based Synthetic Aperture Radar, Part 2: Ultrawide-swath imaging mode	36
2023 IEEE GRSS Summer School on Modeling in Microwave and Optical Remote Sensing [Technical Committees]	36
InSAR-DLPU: A benchmark dataset for deep learning-based synthetic aperture radar interferometry phase unwrapping [Software and Data Sets]	36
Airborne Sounding Radar for Desert Subsurface Exploration of Aquifers: Desert-SEA: Mission concept study [Space Agencies]	31
EarthNets: Empowering artificial intelligence for Earth observation	29
The Potential of Spaceborne GNSS Reflectometry for Soil Moisture, Biomass, and Freeze–Thaw Monitoring: Summary of a European Space Agency-funded study	29
Full-Resolution Quality Assessment of Pansharpening: Theoretical and hands-on approaches	29
Transionospheric Synthetic Aperture Radar Observation: A comprehensive review	28
A Review of Unsupervised Band Selection Techniques: Land Cover Classification for Hyperspectral Earth Observation Data	27
A Large-Scale Benchmark Data Set for Evaluating Pansharpening Performance: Overview and Implementation	27
Remote Sensing Techniques for Detecting Internal Solitary Waves: A comprehensive review and prospects	26
Change Detection From Very-High-Spatial-Resolution Optical Remote Sensing Images: Methods, applications, and future directions	26
Remote Sensing of Ulva Prolifera Green Tide in the Yellow Sea Using Multisource Satellite Data: Progress and prospects	25
December 2024 Issue [President’s Message]	23
IEEE Collabratec	23
Meeting the Big Synthetic Aperture Radar Data Processing Challenge: Introducing the Software for Earth big data Processing, Prediction modeling, and Organization cloud-scaling solution	21
A Farewell and a New Special Issue [From the Editor]	21
Front Cover	20
Deep Learning for Downscaling Remote Sensing Images: Fusion and super-resolution	19
Phase Synchronization Techniques for Bistatic and Multistatic Synthetic Aperture Radar: Accounting for frequency offset	19
IEEE Feedback	18
Computer Processing of Remotely-Sensed Images [Book Reviews]	16
Staff List	16
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification: A review	15
Front cover	14
SAR Image Analysis—A Computational Statistics Approach: With R Code, Data, and Applications [Book Reviews]	13
Letter From the President [President’s Message]	12
Front Cover	12
GRSS: Continued Growth in Difficult Times [President's Message]	12
IEEE App	12
Call for Papers Special issue on “The year of SAR”	12
Front Cover	12
Front cover	11
TechRxiv: Share Your Preprint Research with the World!	10
Front Cover	10
Introducing the June Issue [From the Editor]	10
Thomas C. von Deak (1954–2021) [In Memoriam]	9
IEEE Foundation	9

Staff List	9
IGARSS 2021 Virtual Symposium: Impressions of the First Days [Conference Reports]	9
Table of Contents	7
Staff list	6
High-Resolution Surveying With Small-Loop Frequency Domain Electromagnetic Systems: Efficient Survey Design and Adaptive Processing	6
Front Cover	6
Issues and Special Issues [From the Editor]	5
Welcome to the September 2022 Issue of IEEE Geoscience and Remote Sensing Magazine! [From the Guest Editors]	5
IEEE Feedback	5
IEEE Foundation	5
Table of Contents	4
A Systematic Review and Assessment of Inverse Crop Parameter Modeling Based on Synthetic Aperture Radar Data: Research advances, existing problems, and future directions	4
IEEE Access	4
Urban Flood Mapping Using Satellite Synthetic Aperture Radar Data: A review of characteristics, approaches, and datasets	4
IEEE Geoscience and Remote Sensing Magazine - Call for Papers	4
Onboard Information Fusion for Multisatellite Collaborative Observation: Summary, challenges, and perspectives	3
Generative Artificial Intelligence Meets Synthetic Aperture Radar: A survey	3
Wireless Sensor Networks Applied to Precision Agriculture: A worldwide literature review with emphasis on Latin America	3
Table of Contents	3
Open-World Recognition in Remote Sensing: Concepts, challenges, and opportunities	3
The Instrumentation and Future Technology Technical Committee’s Second “Summer School”: Auckland, New Zealand [Technical Committees]	3
Unmanned Aerial Vehicle-Based Ground-Penetrating Radar Systems: A review	3
Table of Contents	2
Optical and Synthetic Aperture Radar Image Fusion for Ship Detection and Recognition: Current state, challenges, and future prospects	2
Self-Supervised Learning in Remote Sensing: A review	2
2022 Earth Observation and Sustainable Development Goals Contest Winners [Technical Committees]	2
IEEE App	2
Development and Application of Ship Detection and Classification Datasets: A review	2
Geoinformation Harvesting From Social Media Data: A community remote sensing approach	2
IEEE Proceedings	2
IEEE Access	2
P4005 Standards and Protocols for Soil Spectroscopy in Laboratory and Field Conditions [Technical Committees]	2
Compact Polarimetric Synthetic Aperture Radar for Target Detection: A review	2
The IEEE GRSS Brazil Chapter: 2020 Activities [Chapters]	1
Increased Journal Impact Factor	1
Focusing on IGARSS and Global Activities [President’s Message]	1
IGARSS 2021 High School Program Green in the City [Education]	1
Remote Sensing Code Library (RSCL)	1
Staff list	1
2021 Index IEEE Geoscience and Remote Sensing Magazine Vol. 9	1
Gas Flaring: A Review Focused On Its Analysis From Space	1
Impact Factor	1
Table of Contents	1
Staff List	1
Agenda Items of the World Radiocommunication Conference 2023 With a Potential Impact on Microwave Remote Sensing [Technical Committees]	1
IEEE App	1
Synthetic Aperture Radar Image Statistical Modeling: Part One-Single-Pixel Statistical Models	0
The CCSDS 123.0-B-2 “Low-Complexity Lossless and Near-Lossless Multispectral and Hyperspectral Image Compression” Standard: A comprehensive review	0
Hyperspectral Pansharpening: Critical review, tools, and future perspectives	0
Single-Frame Infrared Small-Target Detection: A survey	0
IEEE MGA	0
When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system	0
GRSS Awards Presented at the IGARSS 2024 Banquet [Conference Reports]	0
Synthetic Aperture Radar Image Statistical Modeling: Part Two-Spatial Correlation Models and Simulation	0
Welcome to the September Issue [From the Editor]	0
A New Educational Initiative for IEEE Geoscience and Remote Sensing Society Members by Wiley-IEEE Press [Education in Remote Sensing]	0
Topographic Correction of Optical Remote Sensing Images in Mountainous Areas: A systematic review	0
Advanced Land Observing Satellite-4: Mission Concepts and Technical Overview: Pioneering a new era of L-band SAR	0
Introducing the December Issue [From the Editor]	0
IEEE Proceedings	0
Gail Skofronick-Jackson (1963–2021) [In Memoriam]	0
Table of Contents	0
IEEE Proceedings	0
Forward-Looking Ground-Penetrating Radar: Subsurface target imaging and detection: A review	0
Deep Learning for Satellite Image Time-Series Analysis: A review	0
The Legacy of Scatterometers: Review of applications and perspective	0
Report on the IEEE GRSS Workshop on Remote Sensing Data Management Technologies in Geoscience 2022 [Technical Committees]	0
IGARSS 2022 in Kuala Lumpur, Malaysia: Preserving Our Heritage, Enabling Our Future Through Remote Sensing [Conference Reports]	0
Spatially Continuous and High-Resolution Land Surface Temperature Product Generation: A review of reconstruction and spatiotemporal fusion techniques	0
A Special Issue on Data Fusion Techniques for Oceanic Target Interpretation [From the Guest Editors]	0
UNet-Like Remote Sensing Change Detection: A review of current models and research directions	0
Land Cover Change Detection Techniques: Very-high-resolution optical images: A review	0
IEEE Moving	0
Coupling Model- and Data-Driven Methods for Remote Sensing Image Restoration and Fusion: Improving physical interpretability	0
GRSS Summer Schools in 2020 [Education]	0
Integrating Remote Sensing and Machine Learning for Regional-Scale Habitat Mapping: Advances and future challenges for desert locust monitoring	0
To Travel or Not to Travel: The Hybrid Conference Era [President’s Message]	0
The Earth-Observing Satellite Constellation: A review from a meteorological perspective of a complex, interconnected global system with extensive applications	0
GRSS Community Engagement [President’s Message]	0
IEEE GRSS Bombay Chapter Activities [Chapters]	0

Staff List	0
Synthetic Aperture Radar Imaging Meets Deep Unfolded Learning: A comprehensive review	0
IEEE Access	0
IEEE GRSS Mato Grosso do Sul (Brazil) Student Branch Chapter: 2020 Activities [Chapters]	0
Beyond Grid Data: Exploring graph neural networks for Earth observation	0
IEEE Foundation	0
SBG Systems	0
MapInWild: A remote sensing dataset to address the question of what makes nature wild [Software and Data Sets]	0
Protection of Earth Observation Satellites From Radio-Frequency Interference: Policies and practices [Perspectives]	0
The 2022 IEEE GRSS Data Fusion Contest: Semisupervised Learning [Technical Committees]	0
HexaLCSeg: A historical benchmark dataset from Hexagon satellite images for land cover segmentation [Software and Data Sets]	0
Advances in Methodology and Generation of All-Weather Land Surface Temperature Products From Polar-Orbiting and Geostationary Satellites: A comprehensive review	0
FSSCat: The Federated Satellite Systems 3Cat Mission: Demonstrating the capabilities of CubeSats to monitor essential climate variables of the water cycle [Instruments and Missions]	0
Transfer Learning in Earth Observation Data Analysis: A review	0
IDEA Day at IGARSS 2023: Advancing diversity and inclusion in the GRSS [Idea Committee]	0
Strengthening Connections Within GRSS [President’s Message]	0
ODinMJ: A red, green, blue-thermal dataset for mountain jungle object detection	0
IGARSS 2022 in Kuala Lumpur, Malaysia: Impressions of the First Days [Conference Reports]	0
There Are No Data Like More Data: Datasets for deep learning in Earth observation	0
IGARSS 2020 Virtual Symposium: Impressions From the First Days [Conference Reports]	0
Artificial Intelligence In Interferometric Synthetic Aperture Radar Phase Unwrapping: A Review	0
Introducing the March Issue [From the Editor]	0
TechRxiv: Share Your Preprint Research With the World!	0
A Special Issue on Recent Progress in Developing Artificial Intelligence and Machine Learning Methodologies [From the Guest Editors]	0
IEEE Access	0
GRSS Accomplishments in 2021: Success and Unexpected Turns [President’s Message]	0
Unmanned Aerial Vehicle Remote Sensing for Antarctic Research: A review of progress, current applications, and future use cases	0
Radio-Frequency Interference to Spaceborne Synthetic Aperture Radar Systems: Overview and Approaches to Its Management [Technical Committees]	0
Advances and Opportunities in Remote Sensing Image Geometric Registration: A systematic review of state-of-the-art approaches and future research directions	0
Why Does the GRSS Need a Magazine? [From the Editor]	0
Table of Contents	0
IEEE Proceedings	0
Call for Papers: IEEE Geoscience and remote sensing magazine	0
Interferometric Phase Linking: Algorithm, application, and perspective	0
IEEE Tech Rxiv:Share Your Preprint Research with the World!	0
BigEarthNet-MM: A Large-Scale, Multimodal, Multilabel Benchmark Archive for Remote Sensing Image Classification and Retrieval [Software and Data Sets]	0
TOC	0
Deep Learning for Unmanned Aerial Vehicle-Based Object Detection and Tracking: A survey	0
Awards Presented at the IGARSS 2022 Banquet [Conference Reports]	0
Letter From the President [President’s Message]	0
Front cover	0
Interpretable Hyperspectral Artificial Intelligence: When nonconvex modeling meets hyperspectral remote sensing	0
IEEE Tech RXIV: Share Your Preprint Research with the world!	0
Empowerment in Progress: Celebrating the Growth of GRSS’ Women Mentoring Women Program [Idea Committee]	0
Table of Contents	0
A Review of Individual Tree Crown Detection and Delineation From Optical Remote Sensing Images: Current progress and future	0
Front cover	0
Table of Contents	0
Remotely Piloted Aircraft Systems to Identify Pests and Diseases in Forest Species: The global state of the art and future challenges	0
Staff list	0
Airborne Lidar Data Artifacts: What we know thus far	0
Toward Fine Surveillance: A review of multitemporal interferometric synthetic aperture radar for infrastructure health monitoring	0
Correlation Filters for Unmanned Aerial Vehicle-Based Aerial Tracking: A Review and Experimental Evaluation	0
Monitoring Results of the SAOCOM-1 Constellation: A mission overview and summary of results	0
The Fourth China International Synthetic Aperture Radar Symposium [Conference Reports]	0
IEEE Proceedings	0
Spatiotemporal Big Data Empower Community Modeling, Monitoring, Evaluation, and Optimization for Sustainable Community Development: A review of challenges and opportunities	0
Computer Vision for Earth Observation—The First IEEE GRSS Image Analysis and Data Fusion School [Technical Committees]	0
Deep Learning Meets Object-Based Image Analysis: Tasks, challenges, strategies, and perspectives	0
The Second International Soil Moisture School [Conference Reports]	0
IEEE App	0
Remote Sensing for Subsurface and Deeper Oceans: An overview and a future outlook	0
Call for Nominations for the GRSS Administrative Committee	0
Hyperspectral Image Clustering: Current achievements and future lines	0
SBG Systems	0
Artificial Intelligence for Remote Sensing Data Analysis: A review of challenges and opportunities	0
IEEE Connecting	0
Deep Learning-Based Methods for Road Extraction From Remote Sensing Images: A vision, survey, and future directions	0
Letter From the President [President’s Message]	0
SSL4EO-S12: A large-scale multimodal, multitemporal dataset for self-supervised learning in Earth observation [Software and Data Sets]	0
Report on the 2022 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Semisupervised Learning [Technical Committees]	0
Report on the 2023 IEEE GRSS Data Fusion Contest: Large-Scale Fine-Grained Building Classification for Semantic Urban Reconstruction [Technical Committees]	0
Methods for Small, Weak Object Detection in Optical High-Resolution Remote Sensing Images: A survey of advances and challenges	0
Front Cover	0
Active Learning for Hyperspectral Image Classification: A comparative review	0
IEEE App	0
Special issue on “Data Fusion Techniques for Oceanic Target Interpretation”	0
Decennial Geomorphic Transport From Archived Time Series Digital Elevation Models: A cookbook for tropical and alpine environments	0
The High-Resolution Synthetic Aperture Radar System and Signal Processing Techniques: Current progress and future prospects [Review Papers]	0
Spectral Variability in Hyperspectral Data Unmixing: A comprehensive review	0
IEEE APP	0
Remote Sensing of Tropical Cyclones by Spaceborne Synthetic Aperture Radar: Past, present, and future	0
IEEE Proceedings	0
Tech RXIV: Share Your Preprint Research With the World!	0
Staff List	0
Front Cover	0
Front Cover	0
New Editors in Chief for the Geoscience and Remote Sensing Society	0
Letter From the President [President’s Message]	0
Activities of the GRSS Universidad Distrital Francisco José de Caldas Colombia Student Chapter [Chapters]	0
Interferometric Synthetic Aperture Radar Statistical Inference in Deformation Measurement and Geophysical Inversion: A review	0
Preparation for Success in 2022 [President’s Message]	0
2023 IEEE GRSS Data Fusion Contest: Large-Scale Fine-Grained Building Classification for Semantic Urban Reconstruction [Technical Committees]	0
Front Cover	0
Estimating Soil Parameters From Hyperspectral Images: A benchmark dataset and the outcome of the HYPERVIEW challenge	0