OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Geoscience and Remote Sensing is 84. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Nonconvex Tensor Completion for 5-D Seismic Data Reconstruction	522
Self-Supervised Learning for 3-D Point Clouds Based on a Masked Linear Autoencoder	380
Conjugated-Point Positioning Method Based on Multiview Images	348
The Modeling of 3-D DC Resistivity Based on Integral Equation of Potential	332
Deep Learning-Based Data-Driven P-/S-Wave Vector Decomposition for Multicomponent Seismic Data	323
CMAAC: Combining Multiattention and Asymmetric Convolution Global Learning Framework for Hyperspectral Image Classification	298
Robust Self-Paced Incremental Learning for Multitemporal Remote Sensing Image Classification	295
Target-Enclosed Least-Squares Seismic Imaging	287
Advantages of Computing ROTI From Single-Frequency L1 Carrier-Phase Measurements of Geodetic Receivers Operating at 1 Hz	279
Suppressing Low-Frequency Imaging Artifacts in Reverse Time Migration With a Laplace Filter Related to Dip Angle	276
Simulating Bidirectional Reflectance in Croplands With Various Crop Residue Cover by a Geometric Optical–Radiative Transfer Model	267
Optimal Channel Selection for FY-4B GIIRS Explainable Machine Learning Cloud Detection Algorithm	267
A Multiscale Spatiotemporal Attention Network for Ground-Based Remote Sensing Cloud Image Sequence Prediction	249
CLC²SIE: Cross-Level Consistency Constraint for Semisupervised Building Instance Extraction From High-Resolution Remote Sensing Imagery	242
First-Arrival Traveltime Tomography With Near-Surface Structural Regularization	236
Simulation of Subsurface Physical Temperatures in Lunar Craters Using Solar Irradiance, Infrared and Microwave Data	231
A Modified 2-D Autofocus Approach for 2-D Frequency-Dependent Residual Motion Error in Ultrahigh-Resolution Airborne SAR	230
Counting Beyond Domains: Toward Alignment in Unsupervised Domain Adaptation in Remote Sensing Object Counting	225
Fully Automatic Removal of Above-Surface Diffractions in GPR B-Scan Data	220
Hyperspectral Change Detection Using Semi-Supervised Graph Neural Network and Convex Deep Learning	207
Suppressing Migration Artifacts Using Angle-Domain Least-Squares Migration	203
Heterogeneous Prototype Distillation With Support-Query Correlative Guidance for Few-Shot Remote Sensing Scene Classification	201
Causal Prototype-Inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-Resolution Remote Sensing Imagery	184
Dynamical System Approach for Wet Snow Retrieval in Mountains Using Sentinel-1 SAR Images	182
CC-Diff++: Spatially Controllable Text-to-Image Synthesis for Remote Sensing With Enhanced Contextual Coherence	180

HI-MAFE: Hyperspectral Image Multi-Agent Deep Reinforcement Learning Feature Extraction	179
TPDTC-Net: A Decoupled Spatial–Temporal Network for Precipitation Nowcasting	173
Forward Modeling of Seismic Wavefield Induced by the High-Speed Trains in 3-D Space	168
3-D Seismic Random Noise Attenuation via Self-Supervised Conditional Diffusion Model	160
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition	158
Fusing Global Structural and Local Deep Features for Thick Cloud Removal in Multitemporal Remote Sensing Images	158
Dual-View Prompting for Cloud Removal	154
A Remote Sensing Technique for CO₂ Column Density	152
Analysis of a Minimalistic Imaging Radar Concept Employing Beam Shape Switching and Compressed Sensing	152
SmallSat for Monitoring Aquatic Ecosystem of Coastal and Inland Waters: The Experience of HiSea-II	152
A Novel PF-Based Method for Height Reconstruction in Distributed Geosynchronous Repeat-Pass InSAR	142
P-Band and L-Band Radiometry Retrieval of Soil Moisture and Temperature Profiles	142
Improving Land Surface Temperature Retrieval From MODIS Data: Explicit Correction for Aerosol Optical Depth Variability	139
Observations Temporal Permutation-Based Self-Supervised Reinforcement Learning for UAV Active Object Detection	137
PECo: A Point-Edge Collaborative Framework for Global-Aware Urban Building Contouring From Unstructured Point Clouds	137
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation	135
Teleseismic Wavefield Rank Reduction-Based Reconstruction Method for Passive Source Converted Wave Reverse Time Migration Imaging	134
AEWFNet: Adaptive Enhancement and Wavelet Convolution for Hyperspectral and Multispectral Image Fusion	133
Physics-Guided Joint Multisource GNSS-R Soil Moisture Retrieval in the Yellow River Delta	133
Spectral Calibration of the Microwave Electrojet Magnetogram Radiometer Instrument on the Electrojet Zeeman Imaging Explorer Mission	131
ECAE: Edge-Aware Class Activation Enhancement for Semisupervised Remote Sensing Image Semantic Segmentation	128
Application of Inversion Method With F-K Spectrum as Objective Function in High-Speed Train Seismic Data	126
Incremental Stable/Dynamic Disentanglement Learning for Ocean Subsurface Temperature Prediction	126
Heat Production Rate of Lunar Major Basins: New Insights Into Lunar Thermal Evolution	125
MIMO Coded Generalized Reduced Dimension Fourier Algorithm for 3-D Microwave Imaging	124
ESNet: Anti-Hierarchical Encoder–Decoder Network With Surrounding Expansion and Stripping for Hyperspectral Image Classification	115
Anomaly Detection in Satellite-Borne Push-Broom Hyperspectral Imagery Based on Joint Low-Rank Tensor Approximation	112
The Broadband Virtual Shot Gathers Construction Based on High-Speed Train-Induced Seismic Wave	108
Distorted Wave Extended Phaseless Rytov Iterative Method for Inverse Scattering Problems	105
Permittivity Characterization of Chang’E-5 Lunar Regolith Using In Situ Ground-Penetrating Radar Measurements	101
Embracing Hierarchical Classification: A Multifeature Space Hierarchical Network for Hyperspectral Image Classification	101
Adaptive Temperature-Driven Ternary Contrastive Autoencoder Framework for Hyperspectral Target Detection	100
Seismoelectric Response to a Point Source During Coal Seam Excavation	99
River Ice Fine-Grained Segmentation: A GF-2 Satellite Image Dataset and Deep Learning Benchmark	98
LGTC: Local-Global Tri-Consistency Network for Semi-Supervised Change Detection of Remote Sensing Images	97
A Spectral Hierarchical Machine Learning for Predicting Arsenic Concentration in Farmland Soil Using Sentinel-2 Imagery	97
Scale Decoupled Pyramid for Object Detection in Aerial Images	97
Correction Method for Low-Frequency Time-Varying Relative Radiometric Errors in Optical Remote Sensing: A Case Study of JiTian-03	97
CS-WSCDNet: Class Activation Mapping and Segment Anything Model-Based Framework for Weakly Supervised Change Detection	96
Full-Aperture Processing of Airborne Microwave Photonic SAR Raw Data	95
Transfer Learning for Seismic Phase Picking With Significantly Higher Precision in Faraway Seismic Stations	94
Deep Spectral Clustering With Regularized Linear Embedding for Hyperspectral Image Clustering	93
Comparison of GNSS-R Coherent Reflection Detection Algorithms Using Simulated and Measured CYGNSS Data	93
DGPF-RENet: A Low Data Dependence Network With Low Training Iterations for Hyperspectral Image Classification	93
Few-Shot Open-Set Hyperspectral Image Classification With Adaptive Threshold Using Self-Supervised Multitask Learning	92
DSNet: Dynamic Stitchable Neural Network for Hyperspectral Image Classification	92
RingMo-Lite: A Remote Sensing Lightweight Network With CNN-Transformer Hybrid Framework	91
LSDN: A Lightweight Dual-Domain Attention Network With Adaptive Anchors for Ship Detection in Remote Sensing Scenarios	91
Contrastive Self-Supervised Learning-Based Background Reconstruction for Hyperspectral Anomaly Detection	91
ADMamba: A Spatio-Temporal Mamba-Inspired Model for Anomaly Detection in Satellite Videos	91

A Multiparameter Collaborative Ground Site Optimization Method by Synchronously Optimizing Regional and Satellite Pixel-Scale Representativeness	90
Open Set Recognition With Incremental Learning for SAR Target Classification	89
PIOSL-PRO: Construction of the PIOSL Model Considering the Distribution of Multiple Elements	89
AMDANet: Augmented Multiscale Difference Aggregation Network for Image Change Detection	89
CSPENet: Contour-Aware and Saliency Priors Embedding Network for Infrared Small-Target Detection	87
Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening	86
Learn Geospatial Correlations for Remote Sensing Image Change Detection	85
BANet: Enhancing Weakly Aligned Multimodal Object Detection via Balanced Bidirectional Alignment Network	85
TeDFL: Toward Text-Driven Few-Shot Learning for Forest Tree Species Classification With Airborne Hyperspectral Images	84
UMiT-Net: A U-Shaped Mix-Transformer Network for Extracting Precise Roads Using Remote Sensing Images	84