IEEE Transactions on Geoscience and Remote Sensing

Papers
(The H4-Index of IEEE Transactions on Geoscience and Remote Sensing is 106. 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 2021-09-01 to 2025-09-01.)
ArticleCitations
Coarse-To-Fine Multiview Anomaly Coupling Network for Hyperspectral Anomaly Detection848
P-Band and L-Band Radiometry Retrieval of Soil Moisture and Temperature Profiles775
Nonconvex Tensor Completion for 5-D Seismic Data Reconstruction499
Evaluating Phase Histograms for Remote Sensing of Forested Areas Using L-Band SAR: Theoretical Modeling and Experimental Results483
Self-Supervised Learning for 3-D Point Clouds Based on a Masked Linear Autoencoder444
Conjugated-Point Positioning Method Based on Multiview Images421
Analysis of a Minimalistic Imaging Radar Concept Employing Beam Shape Switching and Compressed Sensing399
3-D Building Instance Extraction From High-Resolution Remote Sensing Images and DSM With an End-to-End Deep Neural Network392
Dynamical System Approach for Wet Snow Retrieval in Mountains Using Sentinel-1 SAR Images370
PECo: A Point-Edge Collaborative Framework for Global-Aware Urban Building Contouring From Unstructured Point Clouds366
Detection of ULF Geomagnetic Anomalies Prior to the Tohoku-Oki Earthquake by the Multireference Station Method336
A Discrete Function (DF) Method for Highly Efficient Magnetization Vector Inversion of Magnetic Data336
LEO Navigation Augmentation Observations for Bottomside Ionospheric Electron Content Estimation: Results From Two CENTISPACE Satellites321
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition308
The Modeling of 3-D DC Resistivity Based on Integral Equation of Potential285
GTCN: Gated Temporal Convolutional Networks for Controlled-Source Electromagnetic Data Denoising283
Deep Learning-Based Data-Driven P-/S-Wave Vector Decomposition for Multicomponent Seismic Data264
High-Resolution and Spatial-Continuous 3-D Model Reconstruction of Martian Surface by Integrating Multisensor Data of Zhurong Rover259
CMAAC: Combining Multiattention and Asymmetric Convolution Global Learning Framework for Hyperspectral Image Classification257
On the Radial-Based Estimation of Colored Noise Power in Weather Radars253
Robust Self-Paced Incremental Learning for Multitemporal Remote Sensing Image Classification253
Seismic Full Waveform Inversion With Shot-Encoding Using an Improved L-BFGS Method253
Target-Enclosed Least-Squares Seismic Imaging249
Derived Observations From Frequently Sampled Microwave Measurements of Precipitation—Part III: Convoys of mm-Wave Radiometers233
An Extend Kaiser Distribution Optimization Phase Compensation Algorithm for Terahertz Airborne SAR Imaging212
Advantages of Computing ROTI From Single-Frequency L1 Carrier-Phase Measurements of Geodetic Receivers Operating at 1 Hz211
Refined Multifrequency Interferometric SAR Phase Unwrapping for Extremely Steep Terrain200
The Advantage Analysis of 3-D Inversion of Airborne Gravity Gradiometry Data With Larger Sampling Interval196
Quantification of Polarimetric PAR Effects on Weather Observables in the Phase Coded STSR Mode193
HSCN: Semi-Supervised ALS Point Cloud Semantic Segmentation via Hybrid Structure Constraint Network193
Balancing Attention to Base and Novel Categories for Few-Shot Object Detection in Remote Sensing Imagery186
PIOSL-PRO: Construction of the PIOSL Model Considering the Distribution of Multiple Elements180
Suppressing Low-Frequency Imaging Artifacts in Reverse Time Migration With a Laplace Filter Related to Dip Angle176
Optimizing GPS L2P Radio Occultation Processing for COSMIC-2 Atmospheric Bending Angle Retrieval173
Enhancing Land Cover Mapping in Mixed Vegetation Regions Using Remote Sensing Evapotranspiration173
Contrastive Self-Supervised Learning-Based Background Reconstruction for Hyperspectral Anomaly Detection169
Use of a BP Neural Network and Meteorological Data for Generating Spatiotemporally Continuous LAI Time Series168
Semantic Segmentation of Spectral LiDAR Point Clouds Based on Neural Architecture Search166
Stereo-Radargrammetry Assisted InSAR Phase Unwrapping Method for DEM Generation164
Corrections to “Iterative Atmospheric Phase Screen Compensation for Near-Real-Time Ground-Based InSAR Measurements Over a Mountainous Slope”164
Investigating Spaceborne Millimeter-Wave Ice Cloud Imager Geolocation Using Landmark Targets and Frequency-Scaling Approach163
Point Cloud-Based High-Dimensional Optimal Transport for Full Waveform Inversion163
An Image-Domain LeastL1-Norm Method for Channel Error Effect Analysis and Calibration of Azimuth Multi-Channel SAR159
Analysis and Simulation of Low Grazing Angle X-Band Coherent Radar Sea Clutter Using Memoryless Nonlinear Transformations159
Estimating Noise Floor in Sentinel-1 Images With Linear Programming and Least Squares157
An In-Flight Radiometric Calibration Method Considering Adjacency Effects for High-Resolution Optical Sensors Over Artificial Targets157
Sensing Real-Time Water Vapor Over Oceans With Low-Cost GNSS Receivers155
On Orbital Determination of the Lunar-Based SAR Under Apsidal Precession154
3-D Crosswell Electromagnetic Inversion Based on General Measures152
Characterization of Brightness Temperature Biases at Channels 13 and 14 for FY-3C MWHS-2151
Estimation of Polar Depletion Regions by VTEC Contrast and Watershed Enhancing148
DRFL-VAT: Deep Representative Feature Learning With Virtual Adversarial Training for Semisupervised Classification of Hyperspectral Image143
Impact of Incidence Angle Diversity on SMOS and Sentinel-1 Soil Moisture Retrievals at Coarse and Fine Scales143
Error Propagation in Satellite Multi-Image Geometry142
A Generalized Complex-Valued Constrained Energy Minimization Scheme for the Arctic Sea Ice Extraction Aided With Neural Algorithm140
A Joint Inversion Approach of Electromagnetic and Acoustic Data Based on Pearson Correlation Coefficient137
A Novel Spatial Prediction Method Integrating Exploratory Spatial Data Analysis Into Random Forest for Large-Scale Daily Air Temperature Mapping137
Life-Long Learning With Continual Spectral-Spatial Feature Distillation for Hyperspectral Image Classification135
Real-Time Rainfall Nowcast Model by Combining CAPE and GNSS Observations134
A Two-Stage Echo Separation Scheme for Spaceborne MIMO-HWRS SAR System133
Fast and Slow Changes Constrained Spatio-Temporal Subpixel Mapping133
Least-Squares Reverse Time Migration for Reflection-Angle-Dependent Reflectivity132
High-Order Directional Total Variation for Seismic Noise Attenuation132
An Alternate Scattering-Type Parameter for Target Characterization and Classification131
Micro-Doppler Trajectory Estimation of Human Movers by Viterbi–Hough Joint Algorithm128
Comparison of GNSS-R Coherent Reflection Detection Algorithms Using Simulated and Measured CYGNSS Data128
A Multiscale Spatiotemporal Attention Network for Ground-Based Remote Sensing Cloud Image Sequence Prediction127
Heat Production Rate of Lunar Major Basins: New Insights Into Lunar Thermal Evolution126
Multiresolution Analysis Based on Dual-Scale Regression for Pansharpening125
Fusing Global Structural and Local Deep Features for Thick Cloud Removal in Multitemporal Remote Sensing Images124
Coarse-Refine Network With Upsampling Techniques and Fourier Loss for the Reconstruction of Missing Seismic Data124
A Novel Motion Compensation Scheme for 2-D Multichannel SAR Systems With Quaternion Posture Calculation123
A Robust and Scalable Multigrid Solver for 3-D Low-Frequency Electromagnetic Diffusion Problems123
A Born–WKBJ Pre-Stack Seismic Inversion Based on a 3-D Structural-Geology Model Building123
A Method for Separating the O/X Mode Signals in Vertical Ionograms Based on Improved U-Shaped Encoder–Decoder Network122
SwiMDiff: Scene-Wide Matching Contrastive Learning With Diffusion Constraint for Remote Sensing Image122
Teleseismic Wavefield Rank Reduction-Based Reconstruction Method for Passive Source Converted Wave Reverse Time Migration Imaging122
Multifractal Correlation Analysis of Autoregressive Spectrum-Based Feature Learning for Target Detection Within Sea Clutter122
ESNet: Anti-Hierarchical Encoder–Decoder Network With Surrounding Expansion and Stripping for Hyperspectral Image Classification120
Hyperspectral Object Tracking With Context-Aware Learning and Category Consistency120
An Unsupervised Laplacian Pyramid Network for Radiometrically Accurate Data Fusion of Hyperspectral and Multispectral Imagery120
CMINet: A Unified Cross-Modal Integration Framework for Crop Classification From Satellite Image Time Series119
Satellite-Derived Aerosol Optical Depth Fusion Combining Active and Passive Remote Sensing Based on Bayesian Maximum Entropy119
An Enhanced Geographically and Temporally Weighted Neural Network for Remote Sensing Estimation of Surface Ozone117
MIMO Coded Generalized Reduced Dimension Fourier Algorithm for 3-D Microwave Imaging117
Multipath Multiscale Attention Network for Cloud and Cloud Shadow Segmentation117
Regularization by Denoising for the Least-Squares Reverse Time Migration With Source Encoding116
Depth Feature Extraction for Hyperspectral Image Small Sample Classification115
Yield Prediction of Marine Algae and Shellfish Aquaculture Based on Multivariate Remote Sensing115
Analytical 2-D Model for Calibration of Ultradeep Azimuthal Resistivity Measurements115
A New Doppler Model for Shipboard Coherent Microwave Ocean Radar114
Dual Sparse Representation Graph-Based Copropagation for Semisupervised Hyperspectral Image Classification114
Heterogeneous Prototype Distillation With Support-Query Correlative Guidance for Few-Shot Remote Sensing Scene Classification114
A Novel Spectral Index for Rapid Dust-Proof Net Mapping Based on Sentinel-2 Images113
S2FCNet: Semantic and Spatial Feature Compensation Network for Tiny-Object Detection113
Angular Superresolution of Real Aperture Radar With High-Dimensional Data: Normalized Projection Array Model and Adaptive Reconstruction111
Spectral Reconstruction From Satellite Multispectral Imagery Using Convolution and Transformer Joint Network109
A Conditional Diffusion Model With Fast Sampling Strategy for Remote Sensing Image Super-Resolution109
Spectral–Spatial Dual Graph Unfolding Network for Multispectral and Hyperspectral Image Fusion109
ISAR Imaging of Target Exhibiting Micro-Motion With Sparse Aperture via Model-Driven Deep Network109
AMDANet: Augmented Multiscale Difference Aggregation Network for Image Change Detection109
Efficient Low-Rank Representation for Hyperspectral Anomaly Detection via Pixel Segmentation107
Deep Feature Correlation Learning for Multi-Modal Remote Sensing Image Registration107
Weighted Envelope Correlation-Based Waveform Inversion Using Automatic Differentiation107
Compressed Sensing-Based Multitarget CFAR Detection Algorithm for FMCW Radar106
Geometric Model of GNSS-MR Snow Depth Retrieval Under Terrain Slope and Undulation106
Hierarchical GNN Framework for Earth’s Surface Anomaly Detection in Single Satellite Imagery106
OPOCA: One Point One Class Annotation for LiDAR Point Cloud Semantic Segmentation106
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