OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Geoscience and Remote Sensing is 87. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Nonconvex Tensor Completion for 5-D Seismic Data Reconstruction	514
Self-Supervised Learning for 3-D Point Clouds Based on a Masked Linear Autoencoder	391
Conjugated-Point Positioning Method Based on Multiview Images	342
Deep Learning-Based Data-Driven P-/S-Wave Vector Decomposition for Multicomponent Seismic Data	335
CMAAC: Combining Multiattention and Asymmetric Convolution Global Learning Framework for Hyperspectral Image Classification	322
Robust Self-Paced Incremental Learning for Multitemporal Remote Sensing Image Classification	320
Target-Enclosed Least-Squares Seismic Imaging	316
Advantages of Computing ROTI From Single-Frequency L1 Carrier-Phase Measurements of Geodetic Receivers Operating at 1 Hz	301
Suppressing Low-Frequency Imaging Artifacts in Reverse Time Migration With a Laplace Filter Related to Dip Angle	293
Optimal Channel Selection for FY-4B GIIRS Explainable Machine Learning Cloud Detection Algorithm	287
Simulating Bidirectional Reflectance in Croplands With Various Crop Residue Cover by a Geometric Optical–Radiative Transfer Model	281
A Multiscale Spatiotemporal Attention Network for Ground-Based Remote Sensing Cloud Image Sequence Prediction	274
CLC²SIE: Cross-Level Consistency Constraint for Semisupervised Building Instance Extraction From High-Resolution Remote Sensing Imagery	260
First-Arrival Traveltime Tomography With Near-Surface Structural Regularization	247
A Modified 2-D Autofocus Approach for 2-D Frequency-Dependent Residual Motion Error in Ultrahigh-Resolution Airborne SAR	242
Simulation of Subsurface Physical Temperatures in Lunar Craters Using Solar Irradiance, Infrared and Microwave Data	242
Fully Automatic Removal of Above-Surface Diffractions in GPR B-Scan Data	232
Suppressing Migration Artifacts Using Angle-Domain Least-Squares Migration	230
Heterogeneous Prototype Distillation With Support-Query Correlative Guidance for Few-Shot Remote Sensing Scene Classification	222
Dynamical System Approach for Wet Snow Retrieval in Mountains Using Sentinel-1 SAR Images	213
CC-Diff++: Spatially Controllable Text-to-Image Synthesis for Remote Sensing With Enhanced Contextual Coherence	204
HI-MAFE: Hyperspectral Image Multi-Agent Deep Reinforcement Learning Feature Extraction	199
Forward Modeling of Seismic Wavefield Induced by the High-Speed Trains in 3-D Space	195
3-D Seismic Random Noise Attenuation via Self-Supervised Conditional Diffusion Model	188
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition	187

Fusing Global Structural and Local Deep Features for Thick Cloud Removal in Multitemporal Remote Sensing Images	182
SmallSat for Monitoring Aquatic Ecosystem of Coastal and Inland Waters: The Experience of HiSea-II	180
A Remote Sensing Technique for CO₂ Column Density	180
Analysis of a Minimalistic Imaging Radar Concept Employing Beam Shape Switching and Compressed Sensing	173
A Novel PF-Based Method for Height Reconstruction in Distributed Geosynchronous Repeat-Pass InSAR	166
P-Band and L-Band Radiometry Retrieval of Soil Moisture and Temperature Profiles	165
Improving Land Surface Temperature Retrieval From MODIS Data: Explicit Correction for Aerosol Optical Depth Variability	163
Observations Temporal Permutation-Based Self-Supervised Reinforcement Learning for UAV Active Object Detection	162
PECo: A Point-Edge Collaborative Framework for Global-Aware Urban Building Contouring From Unstructured Point Clouds	157
Teleseismic Wavefield Rank Reduction-Based Reconstruction Method for Passive Source Converted Wave Reverse Time Migration Imaging	156
Physics-Guided Joint Multisource GNSS-R Soil Moisture Retrieval in the Yellow River Delta	154
Spectral Calibration of the Microwave Electrojet Magnetogram Radiometer Instrument on the Electrojet Zeeman Imaging Explorer Mission	150
ECAE: Edge-Aware Class Activation Enhancement for Semisupervised Remote Sensing Image Semantic Segmentation	146
Application of Inversion Method With F-K Spectrum as Objective Function in High-Speed Train Seismic Data	144
Incremental Stable/Dynamic Disentanglement Learning for Ocean Subsurface Temperature Prediction	142
Heat Production Rate of Lunar Major Basins: New Insights Into Lunar Thermal Evolution	141
MIMO Coded Generalized Reduced Dimension Fourier Algorithm for 3-D Microwave Imaging	138
ESNet: Anti-Hierarchical Encoder–Decoder Network With Surrounding Expansion and Stripping for Hyperspectral Image Classification	138
The Broadband Virtual Shot Gathers Construction Based on High-Speed Train-Induced Seismic Wave	135
Embracing Hierarchical Classification: A Multifeature Space Hierarchical Network for Hyperspectral Image Classification	134
Permittivity Characterization of Chang’E-5 Lunar Regolith Using In Situ Ground-Penetrating Radar Measurements	132
Adaptive Temperature-Driven Ternary Contrastive Autoencoder Framework for Hyperspectral Target Detection	130
Seismoelectric Response to a Point Source During Coal Seam Excavation	128
Correction Method for Low-Frequency Time-Varying Relative Radiometric Errors in Optical Remote Sensing: A Case Study of JiTian-03	127
River Ice Fine-Grained Segmentation: A GF-2 Satellite Image Dataset and Deep Learning Benchmark	127
A Spectral Hierarchical Machine Learning for Predicting Arsenic Concentration in Farmland Soil Using Sentinel-2 Imagery	118
Full-Aperture Processing of Airborne Microwave Photonic SAR Raw Data	117
Deep Spectral Clustering With Regularized Linear Embedding for Hyperspectral Image Clustering	109
Comparison of GNSS-R Coherent Reflection Detection Algorithms Using Simulated and Measured CYGNSS Data	109
Few-Shot Open-Set Hyperspectral Image Classification With Adaptive Threshold Using Self-Supervised Multitask Learning	109
ADMamba: A Spatio-Temporal Mamba-Inspired Model for Anomaly Detection in Satellite Videos	107
LSDN: A Lightweight Dual-Domain Attention Network With Adaptive Anchors for Ship Detection in Remote Sensing Scenarios	104
CSPENet: Contour-Aware and Saliency Priors Embedding Network for Infrared Small-Target Detection	104
A Multiparameter Collaborative Ground Site Optimization Method by Synchronously Optimizing Regional and Satellite Pixel-Scale Representativeness	104
BANet: Enhancing Weakly Aligned Multimodal Object Detection via Balanced Bidirectional Alignment Network	103
Domain Adaptation Support Tensor Machine: An Extended STM for Object Recognition Using Cross-Source Heterogeneous Remote Sensing Data	102
UMiT-Net: A U-Shaped Mix-Transformer Network for Extracting Precise Roads Using Remote Sensing Images	102
Reconstructing Regularly Missing Seismic Traces With a Classifier-Guided Diffusion Model	101
Semantic Segmentation of Remote Sensing Images With Inconsistent Resolutions via a Spectral-Geometric Iterative Fusion Network	100
Coarse-To-Fine Multiview Anomaly Coupling Network for Hyperspectral Anomaly Detection	100
Dual-Stream Spectral Decoupling Distillation for Remote Sensing Object Detection	99
Yield Prediction of Marine Algae and Shellfish Aquaculture Based on Multivariate Remote Sensing	98
GLANet: Global–Local Adaptive Network for Efficient Rotated Object Detection	98
Balancing Attention to Base and Novel Categories for Few-Shot Object Detection in Remote Sensing Imagery	97
Enhancing Land Cover Mapping in Mixed Vegetation Regions Using Remote Sensing Evapotranspiration	97
Multimodal Co-Learning for Building Change Detection: A Domain Adaptation Framework Using VHR Images and Digital Surface Models	96
Analytical 2-D Model for Calibration of Ultradeep Azimuthal Resistivity Measurements	95
MVFG: Enhancing Semantic Segmentation via Mix Vision Transformer With a Feature Guidance Module Powered by SAM Masks	95
Semantic Segmentation of Spectral LiDAR Point Clouds Based on Neural Architecture Search	94
Mitigating Class Imbalance and Enhancing Unlabeled Data Extraction in Semi-Supervised Deep Learning for Martian Terrain Segmentation	93

Homogeneity-Linking-Based Polarimetric Coherence Matrix Formation and Regularization Strategy for Distributed Scatterer Interferometry	93
Dual-Branch Cross-Resolution Interaction Learning Network for Change Detection at Different Resolutions	93
SPGFormer: Structure Perception Graph Transformer With Laplacian Position Encoding for Hyperspectral Image Classification	92
Optimal Orbit Altitude of Satellite Formations for Across-Track SAR Interferometry	92
Iterative Sample Generation and Balance Approach for Improving Hyperspectral Remote Sensing Imagery Classification With Deep Learning Network	91
Nonrigid Registration-Based Progressive Motion Compensation for Point Cloud Geometry Compression	91
An Improved Reconstruction Technique for Resolution Enhancing of Spaceborne 1-D Interferometric Microwave Radiometer	90
Advanced Hyperspectral Image Classification via Spectral–Spatial Redundancy Reduction and TokenLearner-Enhanced Transformer	89
A Robust and Scalable Multigrid Solver for 3-D Low-Frequency Electromagnetic Diffusion Problems	89
A Fast Progressive Ship Detection Method for Very Large Full-Scene SAR Images	88
Deep Unfolding Tensor Rank Minimization With Generalized Detail Injection for Pansharpening	88
A Programmable RF-Switched Double-Antenna Transponder for Fully Polarimetric Radar Calibration	87