IEEE Geoscience and Remote Sensing Letters

Papers
(The TQCC of IEEE Geoscience and Remote Sensing Letters is 9. 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 2021-12-01 to 2025-12-01.)
ArticleCitations
Using SAOCOM Data and Bayesian Inference to Estimate Soil Dielectric Constant in Agricultural Soils700
A Robust Descriptor Based on Modality-Independent Neighborhood Information for Optical-SAR Image Matching236
Probability Hypothesis Density Correlation Filter for Infrared Small Target Tracking203
Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data181
Investigating the Association of Seasonal Dynamics in GEDI Canopy Cover Profiles and Sentinel-1 Backscatter in Temperate Forests181
Multidimensional Attention Learning for VHR Remote Sensing Imagery Recognition175
Elastic Wave Vector Decomposition for Common-Shot Multicomponent Data Using Pure Wave Equation in Transversely Isotropic Media173
A Method Based on Equivalent Measurement of Radiation Fields for Coded-Aperture Imaging With System Errors150
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification147
MD-NeRF: Enhancing Large-Scale Scene Rendering and Synthesis With Hybrid Point Sampling and Adaptive Scene Decomposition139
Nonlocal Multiscale Single Image Statistics From Sentinel-1 SAR Data for High Resolution Bitemporal Forest Wind Damage Detection131
A Method for Downscaling Satellite Soil Moisture Based on Land Surface Temperature and Net Surface Shortwave Radiation125
A Superpixel-Correlation-Based Multiview Approach for Hyperspectral Image Classification125
The Optimal Deployment of Ground Samples: Whether Spatial Heterogeneity Is Dominated by Randomness or Structure Factors?124
Enhanced Through-the-Wall Radar Imaging Based on Deep Layer Aggregation122
Fast Sparse Aperture ISAR Imaging for Maneuvering Target by CZT- and NCS-Based Approximated Observation Model118
Alpine Snowpack Refractive Index Retrieval Based on Tomograms Distortion Calculation103
Shipborne ZTD Retrieval With a Low-Cost GNSS Receiver100
An Improved Real-Time Echo Separation Processing Scheme in Intermediate Frequency Domain97
Moving Object Tracking via 3-D Total Variation in Remote-Sensing Videos97
Endorheic Waterbodies Delineation From Remote Sensing as a Tool for Immersed Surface Topography93
Collaborative Label Propagation-Based Semisupervised Linear Discriminant Analysis for Hyperspectral Images93
Global-Margin Uncertainty and Collaborative Sampling for Active Learning in Complex Aerial Images Object Detection90
Component Interpretation for SAR Target Images Based on Deep Generative Model89
Semi-automatic Extraction of Rural Roads From High-Resolution Remote Sensing Images Based on a Multifeature Combination88
Modified ERMA With Generalized Resampling for Maneuvering Highly Squinted TOPS SAR87
Spatiotemporal Synergistic Ensemble Deep Learning Method and Its Application to S-Wave Velocity Prediction86
Novel Multiscale Decision Fusion Approach to Unsupervised Change Detection for High-Resolution Images84
Change Type Recognition for SAR Images Using Statistical Bidirectional LSTM Network With Few Labeled Samples83
Mining Area Ground Fissure Identification Method Based on AR-SE-ResUNet79
Estimating Land Surface All-Wave Daily Net Radiation From VIIRS Top-of-Atmosphere Data79
An Entropy-Driven Clustering and Semantic Association Framework for Cross-Domain Few-Shot Hyperspectral Image Classification71
Enhanced RSVQA Insight Through Synergistic Visual-Linguistic Attention Models70
Scattering Power Decomposition Based on PolInSAR Images and Sparse Representation69
MBSSNet: A Mamba-Based Joint Semantic Segmentation Network for Optical and SAR Images69
Satellite Image Target Super-Resolution With Adversarial Shape Discriminator68
Surface Suspended Particulate Matter Flux in the Northern Gulf of Mexico From Satellite Observations68
Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images68
An Assessment of the Applicability of Three Reanalysis Snow Density Datasets Over China Using Ground Observations68
End-to-End Multilevel Hybrid Attention Framework for Hyperspectral Image Classification67
A Semi-Empirical Threshold Model for Oil Spill Detection by Analyzing Microwave Backscatter of Ocean Surface From Sentinel-1 C-Band SAR Data67
AF-DCDU-Net: An Approach for ISAR Autofocus Imaging via Deep Convolution and Deep Unfolding Net66
A Novel Image Registration Algorithm Using Wavelet Transform and Matrix-Multiply Discrete Fourier Transform66
First-Order Sea Clutter Suppression for High-Frequency Surface Wave Radar Using Orthogonal Projection in Spatial–Temporal Domain64
Unsupervised Ship Detection in SAR Images Using Superpixels and CSPNet63
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images63
Learning-Based Profiling of Buried Elliptical-Cylindrical Objects61
Forest Height Estimation With TanDEM-X SAR and InSAR Features Using Deep Learning61
Toward Efficient and Accurate Remote Sensing Image–Text Retrieval With a Coarse-to-Fine Approach60
Semi-Supervised Semantic Segmentation of Remote Sensing Images With Iterative Contrastive Network60
IFTSDNet: An Interact-Feature Transformer Network With Spatial Detail Enhancement Module for Change Detection59
SOLSTM: Multisource Information Fusion Semantic Segmentation Network Based on SAR-OPT Matching Attention and Long Short-Term Memory Network59
A Method to Decompose Airborne LiDAR Bathymetric Waveform in Very Shallow Waters Combining Deconvolution With Curve Fitting58
Amplitude-Preserving 3-D TV Regularization for Seismic Random Noise Attenuation58
Feasibility of Retrieving Land Surface Temperature From ECOSTRESS Data Using Split-Window Algorithms57
Infrared Small Target Detection Based on Background Estimation and Scale Fusion57
SAR-3DTR: A Novel Feature Hybrid Transformer Network for End-to-End 3-D Target Reconstruction From SAR Images56
MT-GAN: A Multitask GAN for Severe Convective Weather Nowcasting55
BSFormer: Transformer-Based Reconstruction Network for Hyperspectral Band Selection55
Deep Multiscale Fine-Grained Hashing for Remote Sensing Cross-Modal Retrieval55
GNSS Pseudo Interference Reflectometry for Ground-Based Soil Moisture Remote Sensing: Theory and Simulations54
On the Application of AERONET-OC Multispectral Data to Assess Satellite-Derived Hyperspectral R rs54
Band Selection Using Dilation Distances54
Sequence-Aware Reanalysis Encoding for Typhoon Wind Speed Estimation53
A Convolutional Autoencoder Method for Simultaneous Seismic Data Reconstruction and Denoising53
Visible and Infrared Object Tracking via Convolution-Transformer Network With Joint Multimodal Feature Learning51
Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements51
Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection50
Dynamic Cascade Query Selection for Oriented Object Detection50
Frequency-Aware Contextual Feature Pyramid Network for Infrared Small-Target Detection50
Multiscale Deformable DenseNet for Wetland Mapping Using Hyperspectral Images50
Generation of High-Quality Spaceborne Interrupted FMCW SAR Images via Singular Value Threshold-Based Matrix Completion50
A Low Coupling and Lightweight Algorithm for Ship Detection in Optical Remote Sensing Images50
An Improved Method for Estimating Clumping Index by Digital Hemispheric Photography With Field Measurements50
Soil Moisture Retrieval Over Bare Soil Surface From Single-Polarization SAR Data by Combining Neighborhood Pixels50
Road Extraction Via the Complementary Relationship between Architectural and Non-Architectural Areas49
A Novel Ground-Based Cloud Image Segmentation Method by Using Deep Transfer Learning49
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection49
Dimension Compressed CFAR for Massive MIMO Radar48
DGMR: Diffusion Guided Masked Reconstruction Framework for Multimodal Cloud Removal48
SRD-NET for Ground Crack Detection in Coal Mines Using UAV Images48
Gaussian Aware Anchor-Free Rotated Detector for Aerial Object Detection48
A Simple Method for Near-Real-Time Monthly Nighttime Light Image Production48
DIP-MoG: Non-i.i.d. Seismic Noise Attenuation Using Mixture of Gaussians Noise Model and Deep Image Prior48
Suppression of Range Ambiguity in Spaceborne SAR With Elevation Beam Pattern Mask Design48
An Adaptive Sea Surface Target Detection Method Based on Amplitude Scaling47
First Demonstration of Using Signal Processing Approach to Suppress Signal Ringing in Impulse UWB Through-Wall Radar47
Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization47
Dual-View Structural Similarity Subspace Clustering for Hyperspectral Band Selection47
Personnel Search and Rescue Detector Based on Reconfigurable FPGA Accelerator: A Lightweight Multi-Scale Parallel Drone-Mounted Detector46
TransGA-Net: Integration Transformer With Gradient-Aware Feature Aggregation for Accurate Cloud Detection in Remote Sensing Imagery46
A False Alarm Controllable Detection Method Based on CNN for Sea-Surface Small Targets45
Enhanced Spectral–Spatial Fusion Network for Multispectral Object Detection in Ground-Aerial Images45
Adaptive Detectors for Colocated MIMO Radar With Training Data45
Multisynchrosqueezing Generalized S-Transform and Its Application in Tight Sandstone Gas Reservoir Identification45
The Rayleigh Generalized Autoregressive Score Model for SAR Data Interpretation45
Multifeature GNSS-R Snow Depth Retrieval Using GA-BP Neural Network44
An SAR Target Detector Based on Gradient Harmonized Mechanism and Attention Mechanism44
Self-Supervised SAR Despeckling Powered by Implicit Deep Denoiser Prior44
Simultaneous Estimation of Land Surface and Atmospheric Parameters From Thermal Hyperspectral Data Using a LSTM–CNN Combined Deep Neural Network44
Enhance Tensor RPCA-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection44
New Insights Into Wideband Synthetic Aperture Radar Interferometry43
Learning to Reduce Information Bottleneck for Object Detection in Aerial Images43
MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation43
A Deep Learning-Based GPR Forward Solver for Predicting B-Scans of Subsurface Objects43
A Deep Learning-Based Moving Target Detection Method by Combining Spatiotemporal Information for ViSAR42
Large-Gradient Interferometric Phase Unwrapping Over Coal Mining Areas Assisted by a 2-D Elliptical Gaussian Function42
Distilled Heterogeneous Feature Alignment Network for SAR Image Semantic Segmentation42
Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification42
Stage 1 Validation of Plant Area Index From the Global Ecosystem Dynamics Investigation42
How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests42
Recovering Bathymetry From Satellite Altimetry-Derived Gravity by Fully Connected Deep Neural Network42
PS-ESD: Persistent Scatterer-Based Enhanced Spectral Diversity Approach for Time-Series Sentinel-1 TOPS Data Co-Registration42
MsanlfNet: Semantic Segmentation Network With Multiscale Attention and Nonlocal Filters for High-Resolution Remote Sensing Images41
Multiscale Super Token Transformer for Hyperspectral Image Classification41
Tracking Moving Ships Using Distributed Acoustic Sensing Data41
Generalized Ambiguity Function for FDA Radar Joint Range, Angle and Doppler Resolution Evaluation41
Dynamic Bilinear Fusion Network for Synthetic Aperture Radar Image Change Detection41
Estimating Signal-to-Clutter Ratio of InSAR Corner Reflectors From SAR Time Series41
Emitter Localization System Based on a Synthetic Aperture Map Drift Technique Aided by an Interferometer41
TinyRS-R1: Compact Vision Language Model for Remote Sensing40
TFFNet: Transform Fusion Fuzzy Network for Multimodal Remote Sensing Classification40
SFBDA: A Semantic-Decoupled Data Augmentation Framework for Infrared Few-Shot Object Detection on UAVs40
Sea Surface Temperature Forecasting With Ensemble of Stacked Deep Neural Networks40
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection40
UTFNet: Uncertainty-Guided Trustworthy Fusion Network for RGB-Thermal Semantic Segmentation40
Deep Feature Reconstruction Learning for Open-Set Classification of Remote-Sensing Imagery39
A Deep Learning Method for Ocean Front Extraction in Remote Sensing Imagery39
An Open-Set Domain Adaptation Framework for Hyperspectral Image Classification With Pixel-Aware Weighting and Decoupled Alignment39
SAR Despeckling Using a Denoising Diffusion Probabilistic Model38
TE/TM Pattern Recognition Based on Convolutional Neural Network38
Efficient End-to-End Diffusion Model for One-Step SAR-to-Optical Translation38
Construction of Digital Elevation Models on the Intertidal Flats Using TanDEM-X Bistatic Observations37
Multimodal Feature Disentangle-Fusion Network for Hyperspectral and LiDAR Data Classification37
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images37
A Unified Framework for Bridging the Data Gap Between GRACE/GRACE-FO for Both Greenland and Antarctica37
Anomaly Detection in Nonstationary Videos Using Time-Recursive Differencing Network-Based Prediction37
DiFormer: A Difference Transformer Network for Remote Sensing Change Detection37
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution37
Optical-to-SAR Image Matching Using Multiscale Masked Structure Features37
High-Precision ISAR Method for Nonlinear Rotating Targets: Imaging for Drones37
Forest-CD: Forest Change Detection Network Based on VHR Images37
SOD-YOLOv10: Small Object Detection in Remote Sensing Images Based on YOLOv1037
An Automatic Cloud Detection Neural Network for High-Resolution Remote Sensing Imagery With Cloud–Snow Coexistence36
Improved DBSCAN for Infrared Cluster Small Target Detection36
Shape Embedding and Knowledge Mining Network for Generalized Few-Shot Remote Sensing Segmentation36
Swin-CFNet: An Attempt at Fine-Grained Urban Green Space Classification Using Swin Transformer and Convolutional Neural Network36
Phenology of Phytoplankton Size Classes in the Arabian Sea36
Mini-UAV Movement Classification Based on Sparse Decomposition of Micro-Doppler Signature36
A Self-Adaptive Denoising Algorithm Based on Genetic Algorithm for Photon-Counting Lidar Data36
AgF²Net: Attention-Guided Feature Fusion Network for Multitemporal Hyperspectral Image Change Detection36
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network35
Temperature and Water Vapor Channel Selection of FY-3E HIRAS II for Application in Numerical Weather Prediction35
Enhancing Infrared Small Target Detection Using Learnable Graph-Attention and Heat Equation Techniques35
Unsupervised Domain Adaption on Category Level by Pseudo-Label for Radar Target Detection35
CycleGAN-Based Clutter Suppression and Pipeline Positioning Method for GPR Image35
Hierarchical Information Enhancing Detector for Remotely Sensed Object Detection35
Equivariant Attention Graph Capsule Network for Remote Sensing Scene Recognition35
Spectral Reweighting and Spectral Similarity Weighting for Sparse Hyperspectral Unmixing35
Deformation Retrieval Using the Spatially Constrained MTInSAR Method35
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images35
Round Trip Times Versus the Range of the Radargram Maxima of an Air-Coupled Bistatic GPR: Modeling and Fitting by a Hyperbola35
Adaptive Multilevel Fusion Refinement Network for Object Detection in Remote Sensing Images34
Adaptive Coherent Detection in Compound-Gaussian Clutter With Nakagami-Distributed Texture34
Spatial Dynamic Selection Network for Remote-Sensing Image Fusion34
Seismic Reconstruction Based on Data Fitting With the l 1-Norm in the Presence of Abnormal Values34
Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks34
Simulations of Dual Electrical Source-Based SNMR for Deep Water in Urban Environments34
A Novel Unsupervised Object-Level Crop Rotation Detection With Time-Series Dual-Polarimetric SAR Data34
Azimuth Ambiguity Suppression for SAR via Variable PRF and Complex Image Deconvolution34
Multilevel Reweighted Sparse Hyperspectral Unmixing Using Superpixel Segmentation and Particle Swarm Optimization34
Simulating 0.4–2.5 GHz Brightness Temperatures of the Ross Ice Shelf, Antarctica34
Enhancing Mid–Low-Resolution Ship Detection With High-Resolution Feature Distillation33
The Environmental Story During the COVID-19 Lockdown: How Human Activities Affect PM2.5 Concentration in China?33
A Semisupervised Convolution Neural Network for Partial Unlabeled Remote-Sensing Image Segmentation33
Continual Learning Approach for Remote Sensing Scene Classification33
Sparsity-Promoting Weighted Radon Preconditioning for Land Waveform Inversion33
Updates of Microwave Humidity Sounder From FengYun-3A to 3F Satellites33
A Robust Source Wavelet Phase Inversion Method Based on Correlation Norm Waveform Inversion33
Dual-Complementary Convolution Network for Remote-Sensing Image Denoising32
A Novel Three-Dimension Imaging Algorithm Based on Trajectory Association of ISAR Image Sequence32
Radar Target Detection With Multi-Task Learning in Heterogeneous Environment32
ORENet: Oriented Rotation Equivariant Network for Remote Sensing Object Detection32
Extended Particle Weak-Form-Based Neural Networks for Seismic Modeling32
Superresolution Radar Imaging via Peak Search and Compressed Sensing32
IEEE Geoscience and Remote Sensing Letters Institutional Listings32
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale32
Adaptive Wavelet Threshold Denoising for Bathymetric Laser Full-Waveforms With Weak Bottom Returns32
Segmented Drifter Trajectory-Based Eddy Identification Validated by SWOT Altimetry32
InSAR Phase Unwrapping by Deep Learning Based on Gradient Information Fusion32
A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm32
A Full-Link Simulation Method for Satellite Single-Photon LiDARs32
Hyperspectral Anomaly Detection Based on Graph Regularized Variational Autoencoder32
Ice-Unet: A Very High-Resolution UAV-Optimized Deep Learning Model for Sea Ice Classification32
DNN With Similarity Constraint for GEO SA-BSAR Moving Target Imaging32
Sea Surface Temperature Image Completion Method Based on Multiscale Fourier Fusion Neural Operator31
UNMamba: Cascaded Spatial–Spectral Mamba for Blind Hyperspectral Unmixing31
Landsat LST Product Gap Filling Using the Multiple Features Ensemble Learning Model Caused by the Missing Emissivity Dataset31
Contrast Source Inversion-Based Multilayered Object Analysis for Terahertz Wave Imaging31
Oceanic Eddy Identification Using Pyramid Split Attention U-Net With Remote Sensing Imagery31
A Novel ISAR Imaging Approach for Moving Targets Utilizing Joint Particle Swarm Optimization and Time Polynomial Rescaling-Nonuniform FFT31
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing31
Application of Point Spread Function in Tunnel Seismic Prediction31
DL-Based Clutter Removal in Migrated GPR Data for Detection of Buried Target30
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data30
Superresolution Land Cover Mapping Using a Generative Adversarial Network30
Radar Target Detection in Heterogeneous Environment Based on HPD Manifold Clustering30
Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth30
Global in Local: A Convolutional Transformer for SAR ATR FSL30
Attention Prompt-Driven Source-Free Adaptation for Remote Sensing Images Semantic Segmentation30
Infrared Small Target Detection Using Local Feature-Based Density Peaks Searching30
Bridging the Domain Gap: A Simple Domain Matching Method for Reference-Based Image Super-Resolution in Remote Sensing30
IRGraphSeg: Infrared Small Target Detection Based on Hierarchical GNN30
A ViT-Based Multiscale Feature Fusion Approach for Remote Sensing Image Segmentation30
Solar Panels Segmentation in Remote Sensing Data Using Segment Anything Models 2 and 2.130
Ultrawideband Tomographic Imaging in Multipath-Rich Environment30
Boths: Super Lightweight Network-Enabled Underwater Image Enhancement29
A Novel Approach of Frequency-Dependent Seismic Elastic Parameters Inversion for Fluid Prediction at Thin Sandstone Reservoirs29
Diff-DEM: A Diffusion Probabilistic Approach to Digital Elevation Model Void Filling29
Automatic Lunar Crater Detection Based on DEM Data Using a Max Curvature Detection Method29
Multigranularity-Aware Network for SAR Ship Detection in Complex Backgrounds29
EDDA-ConvLSTM: Encoder-Decoder Dual Attention ConvLSTM for Moroccan Coastal Sea Surface Temperature Prediction29
A Fast Diffraction Tomography Algorithm for 3-D Through-the-Wall Radar Imaging Using Nonuniform Fast Fourier Transform29
Nonlinear Response Correction Based on Fully Connected Neural Network29
Discrepant Bi-Directional Interaction Fusion Network for Hyperspectral and LiDAR Data Classification29
Resolution Enhancement of Electrical Resistivity Tomography Based on Deep Learning29
Neighborhood Difference-Based Self-Supervised Network for Detecting Small Changes From Synthetic Aperture Radar Images29
Orientation-Aware Feature Fusion Network for Ship Detection in SAR Images29
Transformer for EI Niño-Southern Oscillation Prediction29
FDTD Medium Dimension Selection Guidelines for GPR Synthetic Data Generation29
Improved Point Estimation for the Rayleigh Regression Model29
Domain-Adaptive HRRP Generation Using Two-Stage Denoising Diffusion Probability Model29
Selection of Augmented Data for Overcoming the Imbalance Problem in Facies Classification29
OMIRD: Orientated Modality Independent Region Descriptor for Optical-to-SAR Image Matching29
Time-Series InSAR Dynamic Analysis With Robust Sequential Adjustment29
The Spatiotemporal and Frequency-Domain Learning Framework for Moving Object Detection in Satellite Video28
Signatures of Small Boats With TerraSAR-X Staring Spotlight Data28
AMPE-DETR: Adaptive Multiscale Perception Enhancement DETR for Object Detection in Remote Sensing Images28
Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification28
High-Precision Intelligence Denoising of Potential Field Data Based on RevU-Net28
NASA’s Black Marble Multiangle Nighttime Lights Temporal Composites28
False Targets Suppression of Integral Power Frequency Modulated Waveform for Countering Interrupted Sampling Repeater Jamming28
XSNet: Lightweight Object Detection Model Using X-Shaped Architecture in Remote Sensing Images28
Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification28
Multitarget Barrage Jamming Against Azimuth Multichannel HRWS SAR via Phase Errors Modulation of Transmitted Signal28
Land-Cover Change Detection for SAR Images Based on Biobjective Fuzzy Local Information Clustering Method With Decomposition28
Performance Simulation of SmallSat SAR Persistent Scatterer Interferometry With Deteriorated Images28
A Multiarc Adjustment Method for Interferometric Synthetic Aperture Radar Time-Series Analysis28
GAN-Based Semisupervised Scene Classification of Remote Sensing Image28
Shape-Adaptive High-Order Tensor Decomposition for Hyperspectral Feature Extraction28
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