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
Optimal Channel Selection for FY-4B GIIRS Explainable Machine Learning Cloud Detection Algorithm	267
Simulating Bidirectional Reflectance in Croplands With Various Crop Residue Cover by a Geometric Optical–Radiative Transfer Model	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
Fusing Global Structural and Local Deep Features for Thick Cloud Removal in Multitemporal Remote Sensing Images	158
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition	158
Dual-View Prompting for Cloud Removal	154
SmallSat for Monitoring Aquatic Ecosystem of Coastal and Inland Waters: The Experience of HiSea-II	152
A Remote Sensing Technique for CO₂ Column Density	152
Analysis of a Minimalistic Imaging Radar Concept Employing Beam Shape Switching and Compressed Sensing	152
P-Band and L-Band Radiometry Retrieval of Soil Moisture and Temperature Profiles	142
A Novel PF-Based Method for Height Reconstruction in Distributed Geosynchronous Repeat-Pass InSAR	142
Improving Land Surface Temperature Retrieval From MODIS Data: Explicit Correction for Aerosol Optical Depth Variability	139
PECo: A Point-Edge Collaborative Framework for Global-Aware Urban Building Contouring From Unstructured Point Clouds	137
Observations Temporal Permutation-Based Self-Supervised Reinforcement Learning for UAV Active Object Detection	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
Physics-Guided Joint Multisource GNSS-R Soil Moisture Retrieval in the Yellow River Delta	133
AEWFNet: Adaptive Enhancement and Wavelet Convolution for Hyperspectral and Multispectral Image Fusion	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
Incremental Stable/Dynamic Disentanglement Learning for Ocean Subsurface Temperature Prediction	126
Application of Inversion Method With F-K Spectrum as Objective Function in High-Speed Train Seismic Data	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
Embracing Hierarchical Classification: A Multifeature Space Hierarchical Network for Hyperspectral Image Classification	101
Permittivity Characterization of Chang’E-5 Lunar Regolith Using In Situ Ground-Penetrating Radar Measurements	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
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
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
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
DGPF-RENet: A Low Data Dependence Network With Low Training Iterations for Hyperspectral Image Classification	93
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
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
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
RingMo-Lite: A Remote Sensing Lightweight Network With CNN-Transformer Hybrid Framework	91

A Multiparameter Collaborative Ground Site Optimization Method by Synchronously Optimizing Regional and Satellite Pixel-Scale Representativeness	90
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
Open Set Recognition With Incremental Learning for SAR Target Classification	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
BANet: Enhancing Weakly Aligned Multimodal Object Detection via Balanced Bidirectional Alignment Network	85
Learn Geospatial Correlations for Remote Sensing Image Change Detection	85
UMiT-Net: A U-Shaped Mix-Transformer Network for Extracting Precise Roads Using Remote Sensing Images	84
TeDFL: Toward Text-Driven Few-Shot Learning for Forest Tree Species Classification With Airborne Hyperspectral Images	84