OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Geoscience and Remote Sensing is 90. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Nonconvex Tensor Completion for 5-D Seismic Data Reconstruction	511
Self-Supervised Learning for 3-D Point Clouds Based on a Masked Linear Autoencoder	422
Deep Learning-Based Data-Driven P-/S-Wave Vector Decomposition for Multicomponent Seismic Data	382
CMAAC: Combining Multiattention and Asymmetric Convolution Global Learning Framework for Hyperspectral Image Classification	364
Robust Self-Paced Incremental Learning for Multitemporal Remote Sensing Image Classification	360
Target-Enclosed Least-Squares Seismic Imaging	345
Advantages of Computing ROTI From Single-Frequency L1 Carrier-Phase Measurements of Geodetic Receivers Operating at 1 Hz	333
Optimal Channel Selection for FY-4B GIIRS Explainable Machine Learning Cloud Detection Algorithm	332
Simulating Bidirectional Reflectance in Croplands With Various Crop Residue Cover by a Geometric Optical–Radiative Transfer Model	321
CLC²SIE: Cross-Level Consistency Constraint for Semisupervised Building Instance Extraction From High-Resolution Remote Sensing Imagery	307
A Modified 2-D Autofocus Approach for 2-D Frequency-Dependent Residual Motion Error in Ultrahigh-Resolution Airborne SAR	305
Fully Automatic Removal of Above-Surface Diffractions in GPR B-Scan Data	301
Suppressing Migration Artifacts Using Angle-Domain Least-Squares Migration	292
Dynamical System Approach for Wet Snow Retrieval in Mountains Using Sentinel-1 SAR Images	276
Forward Modeling of Seismic Wavefield Induced by the High-Speed Trains in 3-D Space	261
3-D Seismic Random Noise Attenuation via Self-Supervised Conditional Diffusion Model	250
Fusing Global Structural and Local Deep Features for Thick Cloud Removal in Multitemporal Remote Sensing Images	242
A Remote Sensing Technique for CO₂ Column Density	241
SmallSat for Monitoring Aquatic Ecosystem of Coastal and Inland Waters: The Experience of HiSea-II	227
Analysis of a Minimalistic Imaging Radar Concept Employing Beam Shape Switching and Compressed Sensing	222
A Novel PF-Based Method for Height Reconstruction in Distributed Geosynchronous Repeat-Pass InSAR	218
P-Band and L-Band Radiometry Retrieval of Soil Moisture and Temperature Profiles	215
Improving Land Surface Temperature Retrieval From MODIS Data: Explicit Correction for Aerosol Optical Depth Variability	211
PECo: A Point-Edge Collaborative Framework for Global-Aware Urban Building Contouring From Unstructured Point Clouds	206
Teleseismic Wavefield Rank Reduction-Based Reconstruction Method for Passive Source Converted Wave Reverse Time Migration Imaging	205

Spectral Calibration of the Microwave Electrojet Magnetogram Radiometer Instrument on the Electrojet Zeeman Imaging Explorer Mission	202
Application of Inversion Method With F-K Spectrum as Objective Function in High-Speed Train Seismic Data	201
Heat Production Rate of Lunar Major Basins: New Insights Into Lunar Thermal Evolution	199
MIMO Coded Generalized Reduced Dimension Fourier Algorithm for 3-D Microwave Imaging	191
ESNet: Anti-Hierarchical Encoder–Decoder Network With Surrounding Expansion and Stripping for Hyperspectral Image Classification	189
The Broadband Virtual Shot Gathers Construction Based on High-Speed Train-Induced Seismic Wave	188
Permittivity Characterization of Chang’E-5 Lunar Regolith Using In Situ Ground-Penetrating Radar Measurements	187
Adaptive Temperature-Driven Ternary Contrastive Autoencoder Framework for Hyperspectral Target Detection	183
A Spectral Hierarchical Machine Learning for Predicting Arsenic Concentration in Farmland Soil Using Sentinel-2 Imagery	178
ADMamba: A Spatio-Temporal Mamba-Inspired Model for Anomaly Detection in Satellite Videos	178
LSDN: A Lightweight Dual-Domain Attention Network With Adaptive Anchors for Ship Detection in Remote Sensing Scenarios	175
A Multiparameter Collaborative Ground Site Optimization Method by Synchronously Optimizing Regional and Satellite Pixel-Scale Representativeness	172
BANet: Enhancing Weakly Aligned Multimodal Object Detection via Balanced Bidirectional Alignment Network	163
Domain Adaptation Support Tensor Machine: An Extended STM for Object Recognition Using Cross-Source Heterogeneous Remote Sensing Data	159
Enhancing Land Cover Mapping in Mixed Vegetation Regions Using Remote Sensing Evapotranspiration	155
GLANet: Global–Local Adaptive Network for Efficient Rotated Object Detection	155
Coarse-To-Fine Multiview Anomaly Coupling Network for Hyperspectral Anomaly Detection	155
Balancing Attention to Base and Novel Categories for Few-Shot Object Detection in Remote Sensing Imagery	153
MVFG: Enhancing Semantic Segmentation via Mix Vision Transformer With a Feature Guidance Module Powered by SAM Masks	146
Analytical 2-D Model for Calibration of Ultradeep Azimuthal Resistivity Measurements	145
Semantic Segmentation of Spectral LiDAR Point Clouds Based on Neural Architecture Search	141
Mitigating Class Imbalance and Enhancing Unlabeled Data Extraction in Semi-Supervised Deep Learning for Martian Terrain Segmentation	140
Optimal Orbit Altitude of Satellite Formations for Across-Track SAR Interferometry	139
Iterative Sample Generation and Balance Approach for Improving Hyperspectral Remote Sensing Imagery Classification With Deep Learning Network	137
An Improved Reconstruction Technique for Resolution Enhancing of Spaceborne 1-D Interferometric Microwave Radiometer	130
A Robust and Scalable Multigrid Solver for 3-D Low-Frequency Electromagnetic Diffusion Problems	127
A Programmable RF-Switched Double-Antenna Transponder for Fully Polarimetric Radar Calibration	126
Geometric Model of GNSS-MR Snow Depth Retrieval Under Terrain Slope and Undulation	126
GLR-CNN: CNN-Based Framework With Global Latent Relationship Embedding for High-Resolution Remote Sensing Image Scene Classification	124
DUDB: Deep Unfolding-Based Dual-Branch Feature Fusion Network for Pan-Sharpening Remote Sensing Images	123
Spatial Pattern Learning: Dip Structure Constraint Multi-View Convolutional Neural Network for Pre-Stacked Seismic Inversion	117
S²FCNet: Semantic and Spatial Feature Compensation Network for Tiny-Object Detection	117
A Novel Spectral Index for Rapid Dust-Proof Net Mapping Based on Sentinel-2 Images	115
A Daily Drought Index Integrating GNSS Precipitable Water Vapor and Precipitation Observables	115
Mixed Noise Removal for Hyperspectral Images Based on Global Tensor Low-Rankness and Nonlocal SVD-Aided Group Sparsity	115
Transfer Learning for Seismic Phase Picking With Significantly Higher Precision in Faraway Seismic Stations	114
TPDTC-Net: A Decoupled Spatial–Temporal Network for Precipitation Nowcasting	114
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation	111
Spectral Reconstruction From Satellite Multispectral Imagery Using Convolution and Transformer Joint Network	111
An Efficient Transient Electromagnetic Uncertainty 1-D Inversion Method Based on Mixture Density Network	109
Data Augmentation Using Multiscale Generative Adversarial Networks Under Few Well Conditions for Acoustic Impedance Inversion	108
Unified Local and Global Transformer for Infrared Small UAV Tracking	107
Coastal Aquaculture Pond Recognition via Scale and Boundary Dynamic Awareness Network in Remote Sensing Imagery	105
General BRDF Parameters for Normalizing GF-1 Reflectance Data to Nadir Reflectance to Improve Vegetation Parameters Estimation Accuracy	105
High-Quality Angle Prediction for Oriented Object Detection in Remote Sensing Images	104
A Category-Driven Depth-Scalable Inversion Framework for 3-D GPR Data Inversion	104
Weighted Diffraction-Based Migration Velocity Analysis of Common-Offset GPR Reflection Data	102
DCI-PGCN: Dual-Channel Interaction Portable Graph Convolutional Network for Landslide Detection	102
LEO Navigation Augmentation Observations for Bottomside Ionospheric Electron Content Estimation: Results From Two CENTISPACE Satellites	100
On the Radial-Based Estimation of Colored Noise Power in Weather Radars	100

Attention-Driven Dual Feature Guidance for Hyperspectral Super-Resolution	99
A Joint Inversion Approach of Electromagnetic and Acoustic Data Based on Pearson Correlation Coefficient	99
Hierarchical GNN Framework for Earth’s Surface Anomaly Detection in Single Satellite Imagery	99
LiDAR Signal Fusion Method Based on AI-Driven Saturation Detection and Nonlinear Calibration	99
Prototypical Spectral Basis Learning for Effective Cross-Scene Few-Shot Hyperspectral Image Classification	98
Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening	97
Quantifying and Communicating Uncertainty in SAR-Based Flood Mapping via Density-Aware Neural Networks and Conformal Risk Control	97
Deep Domain Fidelity and Low-Rank Tensor Ring Regularization for Thick Cloud Removal of Multitemporal Remote Sensing Images	97
Open Set Recognition With Incremental Learning for SAR Target Classification	96
Distorted Wave Extended Phaseless Rytov Iterative Method for Inverse Scattering Problems	95
Seismic Inversion by Integrating Rock Physics Modeling and Deep Learning	95
An Alternate Scattering-Type Parameter for Target Characterization and Classification	95
A Discrete Function (DF) Method for Highly Efficient Magnetization Vector Inversion of Magnetic Data	94
Unsupervised Deep Learning-Based Pansharpening With Jointly Enhanced Spectral and Spatial Fidelity	92
CC-Diff++: Spatially Controllable Text-to-Image Synthesis for Remote Sensing With Enhanced Contextual Coherence	92
Cross-Modal Contrastive Learning for Remote Sensing Image Classification	90