OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Geoscience and Remote Sensing Magazine is 7. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Report on the 2021 IEEE GRSS Data Fusion Contest—Geospatial Artificial Intelligence for Social Good [Technical Committees]	435
IEEE Membership	255
GeoPix: A multimodal large language model for pixel-level image understanding in remote sensing	238
“The Year of SAR” Special Issue Overview [From the Guest Editor]	228
A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications [Technical Committees]	204
Change Detection From Very-High-Spatial-Resolution Optical Remote Sensing Images: Methods, applications, and future directions	196
Table of Contents	188
IEEE App	181
Table of Contents	181
IEEE Access	162
IEEE Proceedings	157
Self-Supervised Learning in Remote Sensing: A review	149
Welcome to the September 2022 Issue of IEEE Geoscience and Remote Sensing Magazine! [From the Guest Editors]	133
Issues and Special Issues [From the Editor]	125
IEEE Feedback	111
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification: A review	109
Front Cover	102
IEEE App	83
IEEE Tech Rxiv	81
2022 Earth Observation and Sustainable Development Goals Contest Winners [Technical Committees]	78
IEEE Proceedings	77
Staff List	76
IEEE App	75
Activities of the University of Southern California IEEE GRSS–AP-S–SSCS Joint Student Chapter: Winner of the 2023 Student Chapter Excellence Award [Chapters]	74
Deep Learning in Remote Sensing Image Fusion: Methods, protocols, data, and future perspectives	73

From Orbit to Ground: A comprehensive review of multimodal self-supervised learning for remote sensing	66
Sparse Synthetic Aperture Radar Imaging From Compressed Sensing and Machine Learning: Theories, applications, and trends	65
2021 IEEE GRSS Turkey Chapter Activities [Chapters]	61
Table of Contents	59
Gaussianizing the Earth: Multidimensional information measures for Earth data analysis	56
Down to Earth Podcast With Stephanie Tumampos: Reflections on the First Season of the Series [Women in GRSS]	55
Open Source Data Programs From Low-Earth Orbit Synthetic Aperture Radar Companies: Questions and answers [Industry Profiles and Activities]	54
The IEEE GRSS IDEA Committee: Championing Diversity in Adversity [Women in GRSS]	54
IGARSS 2024 Tutorial Program: Educational and Social Impacts [Education in Remote Sensing]	51
Contactless Ground Penetrating Radar Imaging: State of the art, challenges, and microwave tomography-based data processing	50
Unmanned Aerial Vehicle-Based Photogrammetric 3D Mapping: A survey of techniques, applications, and challenges	50
Digital Beamforming for Spaceborne Reflector-Based Synthetic Aperture Radar, Part 1: Basic imaging modes	49
2024 IEEE GRSS Data Fusion Contest: Rapid Flood Mapping [Technical Committees]	43
Machine Learning in Pansharpening: A benchmark, from shallow to deep networks	42
Low-Rank and Sparse Representation for Hyperspectral Image Processing: A review	42
Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing	42
To Travel or Not to Travel: The Hybrid Conference Era [President’s Message]	41
Staff List	39
Front Cover	39
MapInWild: A remote sensing dataset to address the question of what makes nature wild [Software and Data Sets]	37
Deriving Ocean Surface Currents: A method using Geostationary Ocean Color Imager hourly data	36
Land Cover Change Detection Techniques: Very-high-resolution optical images: A review	33
Radio-Frequency Interference to Spaceborne Synthetic Aperture Radar Systems: Overview and Approaches to Its Management [Technical Committees]	33
Decennial Geomorphic Transport From Archived Time Series Digital Elevation Models: A cookbook for tropical and alpine environments	33
SBG Systems	30
Interferometric Phase Linking: Algorithm, application, and perspective	30
IEEE Tech RXIV: Share Your Preprint Research with the world!	28
Front Cover	27
IEEE App	27
ODinMJ: A red, green, blue-thermal dataset for mountain jungle object detection	26
Awards Presented at the IGARSS 2022 Banquet [Conference Reports]	26
A Special Issue on Data Fusion Techniques for Oceanic Target Interpretation [From the Guest Editors]	25
Transfer Learning in Earth Observation Data Analysis: A review	25
Monitoring Results of the SAOCOM-1 Constellation: A mission overview and summary of results	23
Satellite Image Synthesis From Street View With Fine-Grained Spatial Textual Guidance: A novel framework	23
Radar Imaging With India’s Earth Observation Satellite-04: Earth resource monitoring using C-band synthetic aperture radar system	22
The Women in Engineering International Leadership Conference [Women in GRSS]	21
UNet-Like Remote Sensing Change Detection: A review of current models and research directions	21
Staff List	20
A Review and a Perspective of Deep Active Learning for Remote Sensing Image Analysis: Enhanced adaptation to user conjecture	20
Letter From the President [President’s Message]	19
Optimizing Collaborative Space–Air–Ground Earth Observation: A decision-making perspective	18
The Microwave Monitoring of Water With Applications (MAMI WATA) MIRS Workshop: A Brief Report [Conference Reports]	18
Remote Sensing Techniques for Detecting Internal Solitary Waves: A comprehensive review and prospects	17
Table of Contents	16
Full-Resolution Quality Assessment of Pansharpening: Theoretical and hands-on approaches	16
Progress and Perspectives of Crop Yield Forecasting With Remote Sensing: A review	16
TanDEM-X: The 4D Mission Phase for Earth Surface Dynamics: Science activities highlights and new data products after 15 years of bistatic operations	16
Table of Contents	15
Front cover	15

The Synergy Between Remote Sensing and Social Sensing in Urban Studies: Review and perspectives	15
Front Cover	15
IEEE Feedback	14
Staff List	14
Front Cover	13
IEEE Access	13
IEEE App	13
Optical and Synthetic Aperture Radar Image Fusion for Ship Detection and Recognition: Current state, challenges, and future prospects	12
The NASA-ISRO SAR Mission: A summary	12
Reinforcing Our Commitment: Why DEI Matters for the IEEE GRSS [Technical Committees]	11
Wireless Sensor Networks Applied to Precision Agriculture: A worldwide literature review with emphasis on Latin America	11
Masthead	10
The New Working Groups of the GRSS Technical Committee on Image Analysis and Data Fusion [Technical Committees]	10
TechRxiv: Share Your Preprint Research With the World!	10
Remote Sensing Data Fusion With Generative Adversarial Networks: State-of-the-art methods and future research directions	10
TechRxiv: Share Your Preprint Research With the World!	9
Table of Contents	9
IEEE Access	9
More Than Just a Journal [Editor’s Corner]	8
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 C	8
Front Cover	8
Table of Contents	8
An Integration of Natural Language and Hyperspectral Imaging: A review	7
Foundation Models for Remote Sensing and Earth Observation: A survey	7
IEEE Proceedings	7
Claude Does Permanent Scatterer Interferometric Synthetic Aperture Radar: A tutorial for the use of large language models in replication studies	7
A Review of Satellite Synthetic Aperture Radar Interferometry Applications in Permafrost Regions: Current status, challenges, and trends	7
Table of Contents	7
How Big Data Can Help to Monitor the Environment and to Mitigate Risks due to Climate Change: A review	7
Letter From the President [President’s Message]	7