OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Geoscience and Remote Sensing Magazine is 0. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Feature Extraction for Hyperspectral Imagery: The Evolution From Shallow to Deep: Overview and Toolbox	371
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation	208
A New Benchmark Based on Recent Advances in Multispectral Pansharpening: Revisiting Pansharpening With Classical and Emerging Pansharpening Methods	174
Interpretable Hyperspectral Artificial Intelligence: When nonconvex modeling meets hyperspectral remote sensing	157
Deep Learning Meets SAR: Concepts, models, pitfalls, and perspectives	146
Artificial Intelligence for Remote Sensing Data Analysis: A review of challenges and opportunities	145
High-Throughput Estimation of Crop Traits: A Review of Ground and Aerial Phenotyping Platforms	138
Hyperspectral Anomaly Detection: A survey	107
Low-Rank and Sparse Representation for Hyperspectral Image Processing: A review	101
Deep Learning for Unmanned Aerial Vehicle-Based Object Detection and Tracking: A survey	101
Land Cover Change Detection Techniques: Very-high-resolution optical images: A review	94
A Large-Scale Benchmark Data Set for Evaluating Pansharpening Performance: Overview and Implementation	94
Spectral Variability in Hyperspectral Data Unmixing: A comprehensive review	92
Entering the Era of Earth Observation-Based Landslide Warning Systems: A Novel and Exciting Framework	90
Change Detection From Very-High-Spatial-Resolution Optical Remote Sensing Images: Methods, applications, and future directions	85
Motion Compensation/Autofocus in Airborne Synthetic Aperture Radar: A Review	82
So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]	73
BigEarthNet-MM: A Large-Scale, Multimodal, Multilabel Benchmark Archive for Remote Sensing Image Classification and Retrieval [Software and Data Sets]	70
Use of SAR/InSAR in Mining Deformation Monitoring, Parameter Inversion, and Forward Predictions: A Review	69
Sparse Synthetic Aperture Radar Imaging From Compressed Sensing and Machine Learning: Theories, applications, and trends	67
Single-Frame Infrared Small-Target Detection: A survey	65
Spatially Continuous and High-Resolution Land Surface Temperature Product Generation: A review of reconstruction and spatiotemporal fusion techniques	62
OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing	62
InSAR Phase Denoising: A Review of Current Technologies and Future Directions	61
Machine Learning in Pansharpening: A benchmark, from shallow to deep networks	60

Self-Supervised Learning in Remote Sensing: A review	60
Lidar Boosts 3D Ecological Observations and Modelings: A Review and Perspective	60
A Review of Time-Series Interferometric SAR Techniques: A Tutorial for Surface Deformation Analysis	58
Artificial Intelligence In Interferometric Synthetic Aperture Radar Phase Unwrapping: A Review	49
Image Restoration for Remote Sensing: Overview and toolbox	49
Advances and Opportunities in Remote Sensing Image Geometric Registration: A systematic review of state-of-the-art approaches and future research directions	47
Correlation Filters for Unmanned Aerial Vehicle-Based Aerial Tracking: A Review and Experimental Evaluation	46
Deep Learning and Earth Observation to Support the Sustainable Development Goals: Current approaches, open challenges, and future opportunities	46
Forest SAR Tomography: Principles and Applications	45
Ground-Based Differential Interferometry SAR: A Review	44
From Interferometric to Tomographic SAR: A Review of Synthetic Aperture Radar Tomography-Processing Techniques for Scatterer Unmixing in Urban Areas	40
Hyperspectral Image Clustering: Current achievements and future lines	40
Synthetic Aperture Radar Image Statistical Modeling: Part One-Single-Pixel Statistical Models	38
Deep Learning Methods For Synthetic Aperture Radar Image Despeckling: An Overview Of Trends And Perspectives	38
Toward a Collective Agenda on AI for Earth Science Data Analysis	35
Spaceborne Synthetic Aperture Radar Imaging Algorithms: An overview	30
Methods for Small, Weak Object Detection in Optical High-Resolution Remote Sensing Images: A survey of advances and challenges	30
Contactless Ground Penetrating Radar Imaging: State of the art, challenges, and microwave tomography-based data processing	30
Monitoring Buildings at Landslide Risk With SAR: A Methodology Based on the Use of Multipass Interferometric Data	29
Unmanned Aerial Vehicle-Based Photogrammetric 3D Mapping: A survey of techniques, applications, and challenges	26
Full-Resolution Quality Assessment of Pansharpening: Theoretical and hands-on approaches	26
A Review of Unsupervised Band Selection Techniques: Land Cover Classification for Hyperspectral Earth Observation Data	25
Optical Remote Sensing Image Understanding With Weak Supervision: Concepts, methods, and perspectives	24
2020 IEEE GRSS Data Fusion Contest: Global Land Cover Mapping With Weak Supervision [Technical Committees]	24
Crowdsourcing in Remote Sensing: A Review of Applications and Future Directions	23
ERA: A Data Set and Deep Learning Benchmark for Event Recognition in Aerial Videos [Software and Data Sets]	22
A Review of Satellite Synthetic Aperture Radar Interferometry Applications in Permafrost Regions: Current status, challenges, and trends	21
Unmanned Aerial Vehicle-Based Ground-Penetrating Radar Systems: A review	21
Along-Track Interferometric SAR Systems for Ground-Moving Target Indication: Achievements, Potentials, and Outlook	20
Toward Fine Surveillance: A review of multitemporal interferometric synthetic aperture radar for infrastructure health monitoring	19
Remote Sensing Data Fusion With Generative Adversarial Networks: State-of-the-art methods and future research directions	19
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A comprehensive review	18
Gas Flaring: A Review Focused On Its Analysis From Space	18
Close-Range Remote Sensing of Forests: The state of the art, challenges, and opportunities for systems and data acquisitions	17
Active Learning for Hyperspectral Image Classification: A comparative review	17
The CCSDS 123.0-B-2 “Low-Complexity Lossless and Near-Lossless Multispectral and Hyperspectral Image Compression” Standard: A comprehensive review	17
Coupling Model- and Data-Driven Methods for Remote Sensing Image Restoration and Fusion: Improving physical interpretability	15
A Special Issue on Synthetic Aperture Radar Interferometry [From the Guest Editors]	15
Explainable, Physics-Aware, Trustworthy Artificial Intelligence: A paradigm shift for synthetic aperture radar	15
Digital Beamforming for Spaceborne Reflector-Based Synthetic Aperture Radar, Part 1: Basic imaging modes	15
Classification of Remote Sensing Data With Morphological Attribute Profiles: A decade of advances	12
The Legacy of Scatterometers: Review of applications and perspective	12
2021 Data Fusion Contest: Geospatial Artificial Intelligence for Social Good [Technical Committees]	12
Oil and Gas Mining Deformation Monitoring and Assessments of Disaster: Using Interferometric Synthetic Aperture Radar Technology	12
The Potential of Spaceborne GNSS Reflectometry for Soil Moisture, Biomass, and Freeze–Thaw Monitoring: Summary of a European Space Agency-funded study	12
Earth Observation and Artificial Intelligence: Understanding emerging ethical issues and opportunities	11
Paradigm Changes in Surface-Motion Estimation From SAR: Lessons From 16 Years of Sino-European Cooperation in the Dragon Program	11
Deep Learning for Downscaling Remote Sensing Images: Fusion and super-resolution	11
Forward-Looking Ground-Penetrating Radar: Subsurface target imaging and detection: A review	11
Polarimetric SAR Interferometry: A Tutorial for Analyzing System Parameters	11

Interferometric SAR for Wetland Hydrology: An Overview of Methods, Challenges, and Trends	11
Synthetic Aperture Radar Image Statistical Modeling: Part Two-Spatial Correlation Models and Simulation	11
Deep Learning-Based Object Tracking in Satellite Videos: A comprehensive survey with a new dataset	11
The 2022 IEEE GRSS Data Fusion Contest: Semisupervised Learning [Technical Committees]	10
2023 IEEE GRSS Data Fusion Contest: Large-Scale Fine-Grained Building Classification for Semantic Urban Reconstruction [Technical Committees]	9
Keypoint-Based Local Descriptors for Target Recognition in SAR Images: A Comparative Analysis	8
Target Classification and Recognition for High-Resolution Remote Sensing Images: Using the Parallel Cross-Model Neural Cognitive Computing Algorithm	8
Satellite Remote Sensing Data for Decision Support in Emerging Agricultural Economies: How Satellite Data Can Transform Agricultural Decision Making [Perspectives]	8
The Earth-Observing Satellite Constellation: A review from a meteorological perspective of a complex, interconnected global system with extensive applications	7
Wireless Sensor Networks Applied to Precision Agriculture: A worldwide literature review with emphasis on Latin America	7
Unmanned Aerial Vehicle Remote Sensing for Antarctic Research: A review of progress, current applications, and future use cases	7
Report on the 2020 IEEE GRSS Data Fusion Contest-Global Land Cover Mapping With Weak Supervision [Technical Committees]	6
Taking Artificial Intelligence Into Space Through Objective Selection of Hyperspectral Earth Observation Applications: To bring the “brain” close to the “eyes” of satellite missions	6
Integrating Remote Sensing and Machine Learning for Regional-Scale Habitat Mapping: Advances and future challenges for desert locust monitoring	6
The China ZY3-03 Mission: Surveying and Mapping Technology for High-Resolution Remote Sensing Satellites	6
AI Security for Geoscience and Remote Sensing: Challenges and future trends	6
Remote Sensing for Subsurface and Deeper Oceans: An overview and a future outlook	6
Compact Polarimetric Synthetic Aperture Radar for Target Detection: A review	5
Phase Synchronization Techniques for Bistatic and Multistatic Synthetic Aperture Radar: Accounting for frequency offset	5
Digital Beamforming for Spaceborne Reflector-Based Synthetic Aperture Radar, Part 2: Ultrawide-swath imaging mode	5
Geoinformation Harvesting From Social Media Data: A community remote sensing approach	5
Onboard Information Fusion for Multisatellite Collaborative Observation: Summary, challenges, and perspectives	5
The Signals of Opportunity Coherent Bistatic Scattering Simulator: A Free Open Source Framework [Software and Data Sets]	5
High-Resolution Surveying With Small-Loop Frequency Domain Electromagnetic Systems: Efficient Survey Design and Adaptive Processing	5
Synthetic Aperture Radar Interferometry: Utilizing Radar Principles	5
High-Performance and Disruptive Computing in Remote Sensing: HDCRS—A new Working Group of the GRSS Earth Science Informatics Technical Committee [Technical Committees]	4
Airborne Transient Electromagnetic Simulation: Detecting geoelectric structures for HVdc monopole operation	4
Image Registration for Meteorological Applications: Development of a Generalized Software for Sensor Data Registration at ISRO	4
Gaussianizing the Earth: Multidimensional information measures for Earth data analysis	4
Digital Elevation Models: An Important Source of Data for Geoscientists [Education]	4
Remotely Piloted Aircraft Systems to Identify Pests and Diseases in Forest Species: The global state of the art and future challenges	4
Remote Sensing Object Detection Meets Deep Learning: A metareview of challenges and advances	4
SSL4EO-S12: A large-scale multimodal, multitemporal dataset for self-supervised learning in Earth observation [Software and Data Sets]	4
Decennial Geomorphic Transport From Archived Time Series Digital Elevation Models: A cookbook for tropical and alpine environments	3
Protection of Earth Observation Satellites From Radio-Frequency Interference: Policies and practices [Perspectives]	3
Studying Soil Moisture and Temperature on the Tibetan Plateau: Initial Results of an Integrated, Multiscale Observatory	3
MapInWild: A remote sensing dataset to address the question of what makes nature wild [Software and Data Sets]	3
Preventing Forest Fires Through Remote Sensing: Achievements of the Prevention and Recovery of Forest Fires Emergency in the Mediterranean Area Project	3
How Much Would You Pay for a Satellite Image?: Lessons Learned From French Spatial-Data Infrastructure	3
Interferometric Phase Linking: Algorithm, application, and perspective	3
FSSCat: The Federated Satellite Systems ³Cat Mission: Demonstrating the capabilities of CubeSats to monitor essential climate variables of the water cycle [Instruments and Missions]	3
Satellite-Based Surface Water Storage Estimation: Its history, current status, and future prospects	3
A Special Issue on Recent Progress in Developing Artificial Intelligence and Machine Learning Methodologies [From the Guest Editors]	2
Subsurface Propagation Velocity Estimation Methods in Ground-Penetrating Radar: A review	2
State of the Art: High-Performance and High-Throughput Computing for Remote Sensing Big Data	2
Topographic Correction of Optical Remote Sensing Images in Mountainous Areas: A systematic review	2
Interferometric Synthetic Aperture Radar Statistical Inference in Deformation Measurement and Geophysical Inversion: A review	2
Lightweight and Compact Radiometers for Soil Moisture Measurement: A review	2
There Are No Data Like More Data: Datasets for deep learning in Earth observation	1
CaBuAr: California burned areas dataset for delineation [Software and Data Sets]	1
NASA Hyperwall and Remote Sensing Outreach in Japan [Education]	1
Women Who Inspire and Empower [Women in GRSS]	1
Advancing Machine Learning Tools for Earth Science Workshop [Technical Committees]	1
Welcome to the September Issue [From the Editor]	1
IEEE GRSS Brazil Chapter: Status and Activities in 2019 [Chapters]	1
Analysis-Ready Data and FAIR-AI—Standardization of Research Collaboration and Transparency Across Earth-Observation Communities [Technical Committees]	1
IEEE GRSS Mato Grosso do Sul (Brazil) Student Chapter: Status and Activities 2019 [Chapters]	1
Letter From the President [President’s Message]	1
Report on the 2022 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Semisupervised Learning [Technical Committees]	1
2020: A Year of Challenges and Triumphs [President's Message]	1
Table of Contents	1
Reinforcing Our Commitment: Why DEI Matters for the IEEE GRSS [Technical Committees]	1
IEEE App	0
Masthead	0
Tech RXIV: Share Your Preprint Research with the World!	0
IEEE GRSS Gujarat (India) Chapter: Status and Activities 2019 [Chapters]	0
Front Cover	0
TechRxiv: Share Your Preprint Research With the World!	0
IEEE Access	0
The Instrumentation and Future Technology Technical Committee’s Second “Summer School”: Auckland, New Zealand [Technical Committees]	0
IEEE Access	0
IEEE Oman Section of the Geoscience and Remote Sensing Society: From Ambassador to a Chapter [Chapters]	0
Front cover	0
Staff list	0
J-MASS	0
Table of Contents	0
International INGARSS 2020	0
Announcing Revamped Technology, Industry, and Education Activities for 2020	0
CALL FOR PAPERS: Special issue on "AI Innovation in Geoscience and Remote Sensing"	0
Staff List	0

IEEE Collabratec	0
Table of Contents	0
Front Cover	0
IEEE Access	0
Issues and Special Issues [From the Editor]	0
IEEE App	0
IEEE Proceedings	0
Staff list	0
Welcome to the March Issue [From the Editor]	0
Thomas C. von Deak (1954–2021) [In Memoriam]	0
Staff list	0
TechRxiv: Share Your Preprint Research with the World!	0
Erratum	0
The Synergy Between Remote Sensing and Social Sensing in Urban Studies: Review and perspectives	0
Remote Sensing Code Library (RSCL)	0
The Third China International Synthetic Aperture Radar Symposium [Conference Reports]	0
Front cover	0
IEEE Proceedings	0
The IEEE Geoscience and Remote Sensing Society “Open PocketQube Kit”: An affordable open source approach to Earth observation missions [Education in Remote Sensing]	0
SAR Image Analysis—A Computational Statistics Approach: With R Code, Data, and Applications [Book Reviews]	0
Remote Sensing Code Library (RSCL)	0
Front Cover	0
IGARSS 2023 in Pasadena, California: Impressions of the First Days [Conference Reports]	0
Letter From the President [President’s Message]	0
Activities of the GRSS University of Michigan Student Chapter [Chapters]	0
Creating an Open Community of Communities [President's Message]	0
IEEE Feedback	0
TechRxiv: Share Your Preprint Research With the World!	0
Call for Papers Special issue on “The year of SAR”	0
IEEE Collabratec	0
Women in GRSS Activities at IEEE M2GARSS 2020 [Women in GRSS]	0
Welcome to the September Issue [From the Editor]	0
The Birth of the IEEE Geoscience and Remote Sensing Society in Cameroon: The Quest for a Chapter [Chapters]	0
Front Cover	0
Table of Contents	0
IGARSS 2021 High School Program Green in the City [Education]	0
The Women in Engineering International Leadership Conference [Women in GRSS]	0
Welcome to the June Issue [From the Editor]	0
Share Your Preprint Research with the World!	0
International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing 2023: A Brief Report [Conference Reports]	0
IEEE Access	0
2021 Index IEEE Geoscience and Remote Sensing Magazine Vol. 9	0
IEEE Membership	0
Welcome to the September 2022 Issue of IEEE Geoscience and Remote Sensing Magazine! [From the Guest Editors]	0
Staff List	0
Table of Contents	0
Table of Contents	0
Why Does GRSM Require the Submission of White Papers? [From the Editor]	0
IEEE Foundation	0
Airborne Sounding Radar for Desert Subsurface Exploration of Aquifers: Desert-SEA: Mission concept study [Space Agencies]	0
Increased Journal Impact Factor	0
Front Cover	0
International Coordination for Spaceborne Synthetic Aperture Radar: A Personal Impression [Technical Committees]	0
Modeling in Remote Sensing Technical Committee Activities [Technical Committees]	0
The IEEE GRSS Brazil Chapter: 2020 Activities [Chapters]	0
Camera Lidar Collaboration for Undergraduate Education [Education]	0
GRSS: Continued Growth in Difficult Times [President's Message]	0
The Orbital X-Band Real-Aperture Side-Looking Radar of Cosmos-1500: A Ukrainian IEEE Milestone candidate	0
Report on the 2021 IEEE GRSS Data Fusion Contest—Geospatial Artificial Intelligence for Social Good [Technical Committees]	0
Front Cover	0
Looking Ahead for 2021 [President's Message]	0
Front Cover	0
Call for papers: Special Issue on Microwaves in Climate Change	0
A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications [Technical Committees]	0
Activities of IEEE GRSS Kolkata Chapter [Chapters]	0
Not the Usual Editorial [From the Editor]	0
Introducing the December Issue [From the Editor]	0
Letter From the President [President’s Message]	0
Investigating Different Data-Traceability Approaches to Prevent Data Swamps [Perspectives]	0
Josa Manuel Bioucas-Dias (1960-2020) [In Memoriam]	0
Facing Challenges, Creating Opportunities [President's Message]	0
Staff List	0
Adapting to COVID-19 Challenges and Moving Forward With GRSS Diversity and Inclusion at IGARSS 2020 [Women in GRSS]	0
GRSS RSCL	0
Agenda Items of the World Radiocommunication Conference 2023 With a Potential Impact on Microwave Remote Sensing [Technical Committees]	0
Front cover	0
IEEE Geoscience and Remote Sensing Magazine - Call for Papers	0
Staff List	0
Moving Forward [From the Editor]	0
IEEE Feedback	0
Focusing on IGARSS and Global Activities [President’s Message]	0
IEEE What If	0
IEEE Foundation	0
Impact Factor	0
From WinGRSS to IDEA: Thinking More Broadly About Diversity and Inclusion [Women in GRSS]	0
Staff List	0
IGARSS 2021 Virtual Symposium: Impressions of the First Days [Conference Reports]	0
Computer Vision for Earth Observation: The Second GRSS Image Analysis and Data Fusion School [Technical Committees]	0
Table of Contents	0
REACT: A New Technical Committee for Earth Observation and Sustainable Development Goals [Technical Committees]	0
Introducing the June Issue [From the Editor]	0
Masthead	0
Technical Committees Survey Results [Technical Committees]	0
2022 Earth Observation and Sustainable Development Goals Contest Winners [Technical Committees]	0
Table of Contents	0