IEEE Geoscience and Remote Sensing Letters

Papers
(The median citation count of IEEE Geoscience and Remote Sensing Letters is 3. 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
A Deep Learning Method for Ocean Front Extraction in Remote Sensing Imagery611
Distilled Heterogeneous Feature Alignment Network for SAR Image Semantic Segmentation280
Using SAOCOM Data and Bayesian Inference to Estimate Soil Dielectric Constant in Agricultural Soils204
A Robust Descriptor Based on Modality-Independent Neighborhood Information for Optical-SAR Image Matching191
Probability Hypothesis Density Correlation Filter for Infrared Small Target Tracking163
The Rayleigh Generalized Autoregressive Score Model for SAR Data Interpretation159
Investigating the Association of Seasonal Dynamics in GEDI Canopy Cover Profiles and Sentinel-1 Backscatter in Temperate Forests136
Enhanced Spectral–Spatial Fusion Network for Multispectral Object Detection in Ground-Aerial Images131
An Optimization Approach for Hourly Ozone Simulation: A Case Study in Chongqing, China131
Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data130
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images124
Multidimensional Attention Learning for VHR Remote Sensing Imagery Recognition116
First-Order Sea Clutter Suppression for High-Frequency Surface Wave Radar Using Orthogonal Projection in Spatial–Temporal Domain113
Elastic Wave Vector Decomposition for Common-Shot Multicomponent Data Using Pure Wave Equation in Transversely Isotropic Media113
A Method Based on Equivalent Measurement of Radiation Fields for Coded-Aperture Imaging With System Errors108
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification106
Band Selection Using Dilation Distances102
MD-NeRF: Enhancing Large-Scale Scene Rendering and Synthesis With Hybrid Point Sampling and Adaptive Scene Decomposition97
Nonlocal Multiscale Single Image Statistics From Sentinel-1 SAR Data for High Resolution Bitemporal Forest Wind Damage Detection94
Toward Efficient and Accurate Remote Sensing Image–Text Retrieval With a Coarse-to-Fine Approach92
A Method for Downscaling Satellite Soil Moisture Based on Land Surface Temperature and Net Surface Shortwave Radiation91
A Superpixel-Correlation-Based Multiview Approach for Hyperspectral Image Classification88
The Optimal Deployment of Ground Samples: Whether Spatial Heterogeneity Is Dominated by Randomness or Structure Factors?87
GNSS Pseudo Interference Reflectometry for Ground-Based Soil Moisture Remote Sensing: Theory and Simulations86
Enhanced Through-the-Wall Radar Imaging Based on Deep Layer Aggregation84
A Semi-Empirical Threshold Model for Oil Spill Detection by Analyzing Microwave Backscatter of Ocean Surface From Sentinel-1 C-Band SAR Data84
Fast Sparse Aperture ISAR Imaging for Maneuvering Target by CZT- and NCS-Based Approximated Observation Model83
Alpine Snowpack Refractive Index Retrieval Based on Tomograms Distortion Calculation80
An Improved Real-Time Echo Separation Processing Scheme in Intermediate Frequency Domain79
Shipborne ZTD Retrieval With a Low-Cost GNSS Receiver79
Moving Object Tracking via 3-D Total Variation in Remote-Sensing Videos77
MT-GAN: A Multitask GAN for Severe Convective Weather Nowcasting75
Endorheic Waterbodies Delineation From Remote Sensing as a Tool for Immersed Surface Topography73
Collaborative Label Propagation-Based Semisupervised Linear Discriminant Analysis for Hyperspectral Images69
Global-Margin Uncertainty and Collaborative Sampling for Active Learning in Complex Aerial Images Object Detection67
PS-ESD: Persistent Scatterer-Based Enhanced Spectral Diversity Approach for Time-Series Sentinel-1 TOPS Data Co-Registration65
Estimating Land Surface All-Wave Daily Net Radiation From VIIRS Top-of-Atmosphere Data64
Component Interpretation for SAR Target Images Based on Deep Generative Model64
End-to-End Multilevel Hybrid Attention Framework for Hyperspectral Image Classification63
Semi-automatic Extraction of Rural Roads From High-Resolution Remote Sensing Images Based on a Multifeature Combination63
Modified ERMA With Generalized Resampling for Maneuvering Highly Squinted TOPS SAR62
Spatiotemporal Synergistic Ensemble Deep Learning Method and Its Application to S-Wave Velocity Prediction61
Multisynchrosqueezing Generalized S-Transform and Its Application in Tight Sandstone Gas Reservoir Identification61
A Novel Image Registration Algorithm Using Wavelet Transform and Matrix-Multiply Discrete Fourier Transform61
Novel Multiscale Decision Fusion Approach to Unsupervised Change Detection for High-Resolution Images60
Large-Gradient Interferometric Phase Unwrapping Over Coal Mining Areas Assisted by a 2-D Elliptical Gaussian Function60
Change Type Recognition for SAR Images Using Statistical Bidirectional LSTM Network With Few Labeled Samples59
Forest Height Estimation With TanDEM-X SAR and InSAR Features Using Deep Learning57
Generation of Turbidite Probability Scenarios Using Geostatistical Methods57
TE/TM Pattern Recognition Based on Convolutional Neural Network57
Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images57
AF-DCDU-Net: An Approach for ISAR Autofocus Imaging via Deep Convolution and Deep Unfolding Net53
Generation of High-Quality Spaceborne Interrupted FMCW SAR Images via Singular Value Threshold-Based Matrix Completion53
Simultaneous Estimation of Land Surface and Atmospheric Parameters From Thermal Hyperspectral Data Using a LSTM–CNN Combined Deep Neural Network53
MBSSNet: A Mamba-Based Joint Semantic Segmentation Network for Optical and SAR Images52
Visible and Infrared Object Tracking via Convolution-Transformer Network With Joint Multimodal Feature Learning52
Learning-Based Profiling of Buried Elliptical-Cylindrical Objects51
Scattering Power Decomposition Based on PolInSAR Images and Sparse Representation51
Multimodal Feature Disentangle-Fusion Network for Hyperspectral and LiDAR Data Classification50
Amplitude-Preserving 3-D TV Regularization for Seismic Random Noise Attenuation50
Dynamic Bilinear Fusion Network for Synthetic Aperture Radar Image Change Detection49
Unsupervised Ship Detection in SAR Images Using Superpixels and CSPNet49
Semi-Supervised Semantic Segmentation of Remote Sensing Images With Iterative Contrastive Network49
Deep Multiscale Fine-Grained Hashing for Remote Sensing Cross-Modal Retrieval48
Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization48
MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation48
Emitter Localization System Based on a Synthetic Aperture Map Drift Technique Aided by an Interferometer48
Infrared Small Target Detection Based on Background Estimation and Scale Fusion48
Suppression of Range Ambiguity in Spaceborne SAR With Elevation Beam Pattern Mask Design48
Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification47
Estimating Signal-to-Clutter Ratio of InSAR Corner Reflectors From SAR Time Series46
A Simple Method for Near-Real-Time Monthly Nighttime Light Image Production46
An Open-Set Domain Adaptation Framework for Hyperspectral Image Classification With Pixel-Aware Weighting and Decoupled Alignment45
DGMR: Diffusion Guided Masked Reconstruction Framework for Multimodal Cloud Removal45
Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection45
A Novel Ground-Based Cloud Image Segmentation Method by Using Deep Transfer Learning45
SRD-NET for Ground Crack Detection in Coal Mines Using UAV Images45
Dual-View Structural Similarity Subspace Clustering for Hyperspectral Band Selection45
Learning to Reduce Information Bottleneck for Object Detection in Aerial Images45
Forest-CD: Forest Change Detection Network Based on VHR Images45
Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements44
On the Application of AERONET-OC Multispectral Data to Assess Satellite-Derived Hyperspectral R rs44
Dimension Compressed CFAR for Massive MIMO Radar43
Recovering Bathymetry From Satellite Altimetry-Derived Gravity by Fully Connected Deep Neural Network43
DiFormer: A Difference Transformer Network for Remote Sensing Change Detection43
Gaussian Aware Anchor-Free Rotated Detector for Aerial Object Detection43
Self-Supervised SAR Despeckling Powered by Implicit Deep Denoiser Prior43
SOLSTM: Multisource Information Fusion Semantic Segmentation Network Based on SAR-OPT Matching Attention and Long Short-Term Memory Network43
Efficient End-to-End Diffusion Model for One-Step SAR-to-Optical Translation43
Mining Area Ground Fissure Identification Method Based on AR-SE-ResUNet43
DIP-MoG: Non-i.i.d. Seismic Noise Attenuation Using Mixture of Gaussians Noise Model and Deep Image Prior42
An Entropy-Driven Clustering and Semantic Association Framework for Cross-Domain Few-Shot Hyperspectral Image Classification42
Feasibility of Retrieving Land Surface Temperature From ECOSTRESS Data Using Split-Window Algorithms42
How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests41
Multiscale Deformable DenseNet for Wetland Mapping Using Hyperspectral Images41
First Demonstration of Using Signal Processing Approach to Suppress Signal Ringing in Impulse UWB Through-Wall Radar41
A Low Coupling and Lightweight Algorithm for Ship Detection in Optical Remote Sensing Images41
Dynamic Cascade Query Selection for Oriented Object Detection41
Soil Moisture Retrieval Over Bare Soil Surface From Single-Polarization SAR Data by Combining Neighborhood Pixels41
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection40
Satellite Image Target Super-Resolution With Adversarial Shape Discriminator40
Enhance Tensor RPCA-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection40
IFTSDNet: An Interact-Feature Transformer Network With Spatial Detail Enhancement Module for Change Detection40
New Insights Into Wideband Synthetic Aperture Radar Interferometry40
SFBDA: A Semantic-Decoupled Data Augmentation Framework for Infrared Few-Shot Object Detection on UAVs39
Frequency-Aware Contextual Feature Pyramid Network for Infrared Small-Target Detection39
A Method to Decompose Airborne LiDAR Bathymetric Waveform in Very Shallow Waters Combining Deconvolution With Curve Fitting39
Generalized Ambiguity Function for FDA Radar Joint Range, Angle and Doppler Resolution Evaluation39
A False Alarm Controllable Detection Method Based on CNN for Sea-Surface Small Targets39
UTFNet: Uncertainty-Guided Trustworthy Fusion Network for RGB-Thermal Semantic Segmentation39
Multifeature GNSS-R Snow Depth Retrieval Using GA-BP Neural Network39
Stage 1 Validation of Plant Area Index From the Global Ecosystem Dynamics Investigation39
An Improved Method for Estimating Clumping Index by Digital Hemispheric Photography With Field Measurements38
A Deep Learning-Based GPR Forward Solver for Predicting B-Scans of Subsurface Objects38
Enhanced RSVQA Insight Through Synergistic Visual-Linguistic Attention Models38
An SAR Target Detector Based on Gradient Harmonized Mechanism and Attention Mechanism38
Surface Suspended Particulate Matter Flux in the Northern Gulf of Mexico From Satellite Observations38
Tracking Moving Ships Using Distributed Acoustic Sensing Data38
SAR-3DTR: A Novel Feature Hybrid Transformer Network for End-to-End 3-D Target Reconstruction From SAR Images38
A Convolutional Autoencoder Method for Simultaneous Seismic Data Reconstruction and Denoising37
Adaptive Detectors for Colocated MIMO Radar With Training Data37
Personnel Search and Rescue Detector Based on Reconfigurable FPGA Accelerator: A Lightweight Multi-Scale Parallel Drone-Mounted Detector37
An Assessment of the Applicability of Three Reanalysis Snow Density Datasets Over China Using Ground Observations37
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection37
TransGA-Net: Integration Transformer With Gradient-Aware Feature Aggregation for Accurate Cloud Detection in Remote Sensing Imagery37
Deep Feature Reconstruction Learning for Open-Set Classification of Remote-Sensing Imagery37
An Adaptive Sea Surface Target Detection Method Based on Amplitude Scaling37
BSFormer: Transformer-Based Reconstruction Network for Hyperspectral Band Selection36
Multiscale Super Token Transformer for Hyperspectral Image Classification36
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution36
Sea Surface Temperature Forecasting With Ensemble of Stacked Deep Neural Networks36
A Deep Learning-Based Moving Target Detection Method by Combining Spatiotemporal Information for ViSAR36
SAR Despeckling Using a Denoising Diffusion Probabilistic Model36
SOD-YOLOv10: Small Object Detection in Remote Sensing Images Based on YOLOv1036
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images36
IEEE Geoscience and Remote Sensing Letters Institutional Listings35
Time-Series InSAR Dynamic Analysis With Robust Sequential Adjustment35
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale35
IEEE Access Become a published author in 4 to 6 weeks35
A Robust Source Wavelet Phase Inversion Method Based on Correlation Norm Waveform Inversion35
Hyperspectral Anomaly Detection Based on Graph Regularized Variational Autoencoder35
Continual Learning Approach for Remote Sensing Scene Classification35
Multigranularity-Aware Network for SAR Ship Detection in Complex Backgrounds35
Infrared Small Target Detection Using Local Feature-Based Density Peaks Searching35
Diff-DEM: A Diffusion Probabilistic Approach to Digital Elevation Model Void Filling35
Dual-Complementary Convolution Network for Remote-Sensing Image Denoising35
MsanlfNet: Semantic Segmentation Network With Multiscale Attention and Nonlocal Filters for High-Resolution Remote Sensing Images35
The Environmental Story During the COVID-19 Lockdown: How Human Activities Affect PM2.5 Concentration in China?34
Enhancing Mid–Low-Resolution Ship Detection With High-Resolution Feature Distillation34
Sparsity-Promoting Weighted Radon Preconditioning for Land Waveform Inversion34
Adaptive Coherent Detection in Compound-Gaussian Clutter With Nakagami-Distributed Texture34
A Semisupervised Convolution Neural Network for Partial Unlabeled Remote-Sensing Image Segmentation34
Updates of Microwave Humidity Sounder From FengYun-3A to 3F Satellites33
Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification33
MMPC-Net: Multigranularity and Multiscale Progressive Contrastive Learning Neural Network for Remote Sensing Image Scene Classification33
EDDA-ConvLSTM: Encoder-Decoder Dual Attention ConvLSTM for Moroccan Coastal Sea Surface Temperature Prediction33
Boths: Super Lightweight Network-Enabled Underwater Image Enhancement33
Domain-Adaptive HRRP Generation Using Two-Stage Denoising Diffusion Probability Model33
A Novel Three-Dimension Imaging Algorithm Based on Trajectory Association of ISAR Image Sequence33
Swin-CFNet: An Attempt at Fine-Grained Urban Green Space Classification Using Swin Transformer and Convolutional Neural Network33
Superresolution Land Cover Mapping Using a Generative Adversarial Network33
Multilevel Reweighted Sparse Hyperspectral Unmixing Using Superpixel Segmentation and Particle Swarm Optimization33
Oceanic Eddy Identification Using Pyramid Split Attention U-Net With Remote Sensing Imagery33
AgF²Net: Attention-Guided Feature Fusion Network for Multitemporal Hyperspectral Image Change Detection32
DL-Based Clutter Removal in Migrated GPR Data for Detection of Buried Target32
Orientation-Aware Feature Fusion Network for Ship Detection in SAR Images32
GAN-Based Semisupervised Scene Classification of Remote Sensing Image32
Estimation of Live Fuel Moisture Content From Multiple Sources of Remotely Sensed Data32
Detecting and Removing Phase Jitters for the Phase Synchronization of LT-1 Bistatic SAR32
Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks32
A Self-Adaptive Denoising Algorithm Based on Genetic Algorithm for Photon-Counting Lidar Data32
InSAR Phase Unwrapping by Deep Learning Based on Gradient Information Fusion32
Adaptive Wavelet Threshold Denoising for Bathymetric Laser Full-Waveforms With Weak Bottom Returns32
Adaptive Multilevel Fusion Refinement Network for Object Detection in Remote Sensing Images31
Multisource Domain Generalization Two-Branch Network for Hyperspectral Image Cross-Domain Classification31
A Deep Learning Method Integrating Multisource Data for ECMWF Forecasting Products Correction31
Attention Prompt-Driven Source-Free Adaptation for Remote Sensing Images Semantic Segmentation31
Improved DBSCAN for Infrared Cluster Small Target Detection31
Time-Domain Notch Filtering Method for Pulse RFI Mitigation in Synthetic Aperture Radar31
Resolution Enhancement of Electrical Resistivity Tomography Based on Deep Learning31
A Full-Link Simulation Method for Satellite Single-Photon LiDARs31
Azimuth Ambiguity Suppression for SAR via Variable PRF and Complex Image Deconvolution31
DNN With Similarity Constraint for GEO SA-BSAR Moving Target Imaging31
HMF-Former: Spatio-Spectral Transformer for Hyperspectral and Multispectral Image Fusion31
Simulations of Dual Electrical Source-Based SNMR for Deep Water in Urban Environments31
Weighted Sparse Graph Regularization for Spectral–Spatial Classification of Hyperspectral Images30
Signatures of Small Boats With TerraSAR-X Staring Spotlight Data30
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network30
Phenology of Phytoplankton Size Classes in the Arabian Sea30
Spectral Reweighting and Spectral Similarity Weighting for Sparse Hyperspectral Unmixing30
High-Precision Intelligence Denoising of Potential Field Data Based on RevU-Net30
Radar Target Detection With Multi-Task Learning in Heterogeneous Environment30
Hierarchical Information Enhancing Detector for Remotely Sensed Object Detection30
Equivariant Attention Graph Capsule Network for Remote Sensing Scene Recognition29
A Novel Unsupervised Object-Level Crop Rotation Detection With Time-Series Dual-Polarimetric SAR Data29
CycleGAN-Based Clutter Suppression and Pipeline Positioning Method for GPR Image29
A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm29
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images29
Round Trip Times Versus the Range of the Radargram Maxima of an Air-Coupled Bistatic GPR: Modeling and Fitting by a Hyperbola29
Automatic Lunar Crater Detection Based on DEM Data Using a Max Curvature Detection Method29
Deformation Retrieval Using the Spatially Constrained MTInSAR Method29
A Novel Approach of Frequency-Dependent Seismic Elastic Parameters Inversion for Fluid Prediction at Thin Sandstone Reservoirs29
Simulating 0.4–2.5 GHz Brightness Temperatures of the Ross Ice Shelf, Antarctica29
Spatial Dynamic Selection Network for Remote-Sensing Image Fusion29
Enhancing Infrared Small Target Detection Using Learnable Graph-Attention and Heat Equation Techniques29
Unsupervised Domain Adaption on Category Level by Pseudo-Label for Radar Target Detection29
FDTD Medium Dimension Selection Guidelines for GPR Synthetic Data Generation29
Temperature and Water Vapor Channel Selection of FY-3E HIRAS II for Application in Numerical Weather Prediction29
Ultrawideband Tomographic Imaging in Multipath-Rich Environment28
UNMamba: Cascaded Spatial–Spectral Mamba for Blind Hyperspectral Unmixing28
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing28
Seismic Reconstruction Based on Data Fitting With the l 1-Norm in the Presence of Abnormal Values28
OMIRD: Orientated Modality Independent Region Descriptor for Optical-to-SAR Image Matching28
Frequency-Shifting-Based B2D-DCT-PCA for Handheld Landmine Detection Using GPR Data28
Feature Super-Resolution Fusion With Cross-Scale Distillation for Small-Object Detection in Optical Remote Sensing Images28
Performance Simulation of SmallSat SAR Persistent Scatterer Interferometry With Deteriorated Images28
High-Precision ISAR Method for Nonlinear Rotating Targets: Imaging for Drones28
Solar Panels Segmentation in Remote Sensing Data Using Segment Anything Models 2 and 2.127
Adaptive Superpixel-Level CFAR Detector for SAR Inshore Dense Ship Detection27
Ice-Unet: A Very High-Resolution UAV-Optimized Deep Learning Model for Sea Ice Classification27
Segmented Drifter Trajectory-Based Eddy Identification Validated by SWOT Altimetry27
Radar Target Detection in Heterogeneous Environment Based on HPD Manifold Clustering27
Landsat LST Product Gap Filling Using the Multiple Features Ensemble Learning Model Caused by the Missing Emissivity Dataset27
Sea Surface Temperature Image Completion Method Based on Multiscale Fourier Fusion Neural Operator27
A Fast Diffraction Tomography Algorithm for 3-D Through-the-Wall Radar Imaging Using Nonuniform Fast Fourier Transform27
Multitarget Barrage Jamming Against Azimuth Multichannel HRWS SAR via Phase Errors Modulation of Transmitted Signal27
Shape-Adaptive High-Order Tensor Decomposition for Hyperspectral Feature Extraction27
The Spatiotemporal and Frequency-Domain Learning Framework for Moving Object Detection in Satellite Video27
Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth27
Neighborhood Difference-Based Self-Supervised Network for Detecting Small Changes From Synthetic Aperture Radar Images27
False Targets Suppression of Integral Power Frequency Modulated Waveform for Countering Interrupted Sampling Repeater Jamming27
A Novel ISAR Imaging Approach for Moving Targets Utilizing Joint Particle Swarm Optimization and Time Polynomial Rescaling-Nonuniform FFT27
IRGraphSeg: Infrared Small Target Detection Based on Hierarchical GNN27
Application of Point Spread Function in Tunnel Seismic Prediction27
ORENet: Oriented Rotation Equivariant Network for Remote Sensing Object Detection27
Global in Local: A Convolutional Transformer for SAR ATR FSL27
Contrast Source Inversion-Based Multilayered Object Analysis for Terahertz Wave Imaging27
Extended Particle Weak-Form-Based Neural Networks for Seismic Modeling27
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data26
Nonlinear Response Correction Based on Fully Connected Neural Network26
A Multi-Arc Adjustment Method for Interferometric Synthetic Aperture Radar Time Series Analysis26
RoadCT: A Hybrid CNN-Transformer Network for Road Extraction From Satellite Imagery26
Construction of Digital Elevation Models on the Intertidal Flats Using TanDEM-X Bistatic Observations26
Selection of Augmented Data for Overcoming the Imbalance Problem in Facies Classification26
NASA’s Black Marble Multiangle Nighttime Lights Temporal Composites26
Discrepant Bi-Directional Interaction Fusion Network for Hyperspectral and LiDAR Data Classification26
Transformer for EI Niño-Southern Oscillation Prediction26
2-D Lunar Microwave Radiance Observations From the NOAA-20 ATMS26
Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification26
A ViT-Based Multiscale Feature Fusion Approach for Remote Sensing Image Segmentation26
0.17263293266296