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 2021-08-01 to 2025-08-01.)

Article	Citations
Report on the 2021 IEEE GRSS Data Fusion Contest—Geospatial Artificial Intelligence for Social Good [Technical Committees]	421
IEEE Membership	245
A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications [Technical Committees]	229
GeoPix: A multimodal large language model for pixel-level image understanding in remote sensing	218
Change Detection From Very-High-Spatial-Resolution Optical Remote Sensing Images: Methods, applications, and future directions	193
Table of Contents	191
IEEE App	182
Table of Contents	175
IEEE Access	172
IEEE Proceedings	155
Welcome to the September 2022 Issue of IEEE Geoscience and Remote Sensing Magazine! [From the Guest Editors]	147
Issues and Special Issues [From the Editor]	143
IEEE Feedback	130
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification: A review	121
Self-Supervised Learning in Remote Sensing: A review	108
2022 Earth Observation and Sustainable Development Goals Contest Winners [Technical Committees]	106
IEEE Proceedings	101
Sparse Synthetic Aperture Radar Imaging From Compressed Sensing and Machine Learning: Theories, applications, and trends	82
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]	72
Deep Learning in Remote Sensing Image Fusion: Methods, protocols, data, and future perspectives	71
From Orbit to Ground: A comprehensive review of multimodal self-supervised learning for remote sensing	71
2021 IEEE GRSS Turkey Chapter Activities [Chapters]	70
Table of Contents	69

Gaussianizing the Earth: Multidimensional information measures for Earth data analysis	65
The IEEE GRSS IDEA Committee: Championing Diversity in Adversity [Women in GRSS]	59
Down to Earth Podcast With Stephanie Tumampos: Reflections on the First Season of the Series [Women in GRSS]	59
Open Source Data Programs From Low-Earth Orbit Synthetic Aperture Radar Companies: Questions and answers [Industry Profiles and Activities]	55
2024 IEEE GRSS Data Fusion Contest: Rapid Flood Mapping [Technical Committees]	54
IGARSS 2024 Tutorial Program: Educational and Social Impacts [Education in Remote Sensing]	54
Contactless Ground Penetrating Radar Imaging: State of the art, challenges, and microwave tomography-based data processing	52
Unmanned Aerial Vehicle-Based Photogrammetric 3D Mapping: A survey of techniques, applications, and challenges	52
Low-Rank and Sparse Representation for Hyperspectral Image Processing: A review	50
Digital Beamforming for Spaceborne Reflector-Based Synthetic Aperture Radar, Part 1: Basic imaging modes	48
Machine Learning in Pansharpening: A benchmark, from shallow to deep networks	46
Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing	43
MapInWild: A remote sensing dataset to address the question of what makes nature wild [Software and Data Sets]	42
To Travel or Not to Travel: The Hybrid Conference Era [President’s Message]	40
Radio-Frequency Interference to Spaceborne Synthetic Aperture Radar Systems: Overview and Approaches to Its Management [Technical Committees]	40
Front Cover	39
Staff List	39
Interferometric Phase Linking: Algorithm, application, and perspective	38
Deriving Ocean Surface Currents: A method using Geostationary Ocean Color Imager hourly data	37
Decennial Geomorphic Transport From Archived Time Series Digital Elevation Models: A cookbook for tropical and alpine environments	36
Land Cover Change Detection Techniques: Very-high-resolution optical images: A review	35
SBG Systems	33
IEEE Tech RXIV: Share Your Preprint Research with the world!	32
IEEE App	30
Front Cover	29
Awards Presented at the IGARSS 2022 Banquet [Conference Reports]	28
Monitoring Results of the SAOCOM-1 Constellation: A mission overview and summary of results	27
A Special Issue on Data Fusion Techniques for Oceanic Target Interpretation [From the Guest Editors]	27
Radar Imaging With India’s Earth Observation Satellite-04: Earth resource monitoring using C-band synthetic aperture radar system	25
Transfer Learning in Earth Observation Data Analysis: A review	24
UNet-Like Remote Sensing Change Detection: A review of current models and research directions	24
ODinMJ: A red, green, blue-thermal dataset for mountain jungle object detection	23
Satellite Image Synthesis From Street View With Fine-Grained Spatial Textual Guidance: A novel framework	23
A Review and a Perspective of Deep Active Learning for Remote Sensing Image Analysis: Enhanced adaptation to user conjecture	22
The Women in Engineering International Leadership Conference [Women in GRSS]	22
Staff List	21
Letter From the President [President’s Message]	20
The Microwave Monitoring of Water With Applications (MAMI WATA) MIRS Workshop: A Brief Report [Conference Reports]	19
Progress and Perspectives of Crop Yield Forecasting With Remote Sensing: A review	18
Full-Resolution Quality Assessment of Pansharpening: Theoretical and hands-on approaches	18
The Synergy Between Remote Sensing and Social Sensing in Urban Studies: Review and perspectives	17
Optimizing Collaborative Space–Air–Ground Earth Observation: A decision-making perspective	17
Remote Sensing Techniques for Detecting Internal Solitary Waves: A comprehensive review and prospects	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
IEEE Feedback	15
Table of Contents	15
Front cover	15
Staff List	15
Front Cover	15
IEEE App	14

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