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 2021-08-01 to 2025-08-01.)
ArticleCitations
A Deep Learning Method for Ocean Front Extraction in Remote Sensing Imagery599
Multifeature GNSS-R Snow Depth Retrieval Using GA-BP Neural Network272
Distilled Heterogeneous Feature Alignment Network for SAR Image Semantic Segmentation195
Using SAOCOM Data and Bayesian Inference to Estimate Soil Dielectric Constant in Agricultural Soils185
Probability Hypothesis Density Correlation Filter for Infrared Small Target Tracking155
A Robust Descriptor Based on Modality-Independent Neighborhood Information for Optical-SAR Image Matching155
The Rayleigh Generalized Autoregressive Score Model for SAR Data Interpretation136
Investigating the Association of Seasonal Dynamics in GEDI Canopy Cover Profiles and Sentinel-1 Backscatter in Temperate Forests122
Enhanced Spectral–Spatial Fusion Network for Multispectral Object Detection in Ground-Aerial Images117
An Optimization Approach for Hourly Ozone Simulation: A Case Study in Chongqing, China115
Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data115
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images111
Multidimensional Attention Learning for VHR Remote Sensing Imagery Recognition109
First-Order Sea Clutter Suppression for High-Frequency Surface Wave Radar Using Orthogonal Projection in Spatial–Temporal Domain107
Elastic Wave Vector Decomposition for Common-Shot Multicomponent Data Using Pure Wave Equation in Transversely Isotropic Media105
A Method Based on Equivalent Measurement of Radiation Fields for Coded-Aperture Imaging With System Errors103
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification95
MD-NeRF: Enhancing Large-Scale Scene Rendering and Synthesis With Hybrid Point Sampling and Adaptive Scene Decomposition91
Band Selection Using Dilation Distances91
Nonlocal Multiscale Single Image Statistics From Sentinel-1 SAR Data for High Resolution Bitemporal Forest Wind Damage Detection90
Toward Efficient and Accurate Remote Sensing Image–Text Retrieval With a Coarse-to-Fine Approach89
A Method for Downscaling Satellite Soil Moisture Based on Land Surface Temperature and Net Surface Shortwave Radiation87
A Superpixel-Correlation-Based Multiview Approach for Hyperspectral Image Classification85
The Optimal Deployment of Ground Samples: Whether Spatial Heterogeneity Is Dominated by Randomness or Structure Factors?85
GNSS Pseudo Interference Reflectometry for Ground-Based Soil Moisture Remote Sensing: Theory and Simulations84
Enhanced Through-the-Wall Radar Imaging Based on Deep Layer Aggregation83
A Semi-Empirical Threshold Model for Oil Spill Detection by Analyzing Microwave Backscatter of Ocean Surface From Sentinel-1 C-Band SAR Data82
Fast Sparse Aperture ISAR Imaging for Maneuvering Target by CZT- and NCS-Based Approximated Observation Model81
Alpine Snowpack Refractive Index Retrieval Based on Tomograms Distortion Calculation80
Shipborne ZTD Retrieval With a Low-Cost GNSS Receiver79
An Improved Real-Time Echo Separation Processing Scheme in Intermediate Frequency Domain77
Moving Object Tracking via 3-D Total Variation in Remote-Sensing Videos76
Endorheic Waterbodies Delineation From Remote Sensing as a Tool for Immersed Surface Topography75
MT-GAN: A Multitask GAN for Severe Convective Weather Nowcasting75
Collaborative Label Propagation-Based Semisupervised Linear Discriminant Analysis for Hyperspectral Images73
Global-Margin Uncertainty and Collaborative Sampling for Active Learning in Complex Aerial Images Object Detection72
PS-ESD: Persistent Scatterer-Based Enhanced Spectral Diversity Approach for Time-Series Sentinel-1 TOPS Data Co-Registration68
Estimating Land Surface All-Wave Daily Net Radiation From VIIRS Top-of-Atmosphere Data66
Semi-automatic Extraction of Rural Roads From High-Resolution Remote Sensing Images Based on a Multifeature Combination63
Component Interpretation for SAR Target Images Based on Deep Generative Model63
End-to-End Multilevel Hybrid Attention Framework for Hyperspectral Image Classification62
Modified ERMA With Generalized Resampling for Maneuvering Highly Squinted TOPS SAR62
Novel Multiscale Decision Fusion Approach to Unsupervised Change Detection for High-Resolution Images60
A Novel Image Registration Algorithm Using Wavelet Transform and Matrix-Multiply Discrete Fourier Transform60
Multisynchrosqueezing Generalized S-Transform and Its Application in Tight Sandstone Gas Reservoir Identification60
Spatiotemporal Synergistic Ensemble Deep Learning Method and Its Application to S-Wave Velocity Prediction60
Large-Gradient Interferometric Phase Unwrapping Over Coal Mining Areas Assisted by a 2-D Elliptical Gaussian Function59
Generation of Turbidite Probability Scenarios Using Geostatistical Methods57
Change Type Recognition for SAR Images Using Statistical Bidirectional LSTM Network With Few Labeled Samples57
TE/TM Pattern Recognition Based on Convolutional Neural Network56
Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images56
SAR-3DTR: A Novel Feature Hybrid Transformer Network for End-to-End 3-D Target Reconstruction From SAR Images56
Forest Height Estimation With TanDEM-X SAR and InSAR Features Using Deep Learning56
Simultaneous Estimation of Land Surface and Atmospheric Parameters From Thermal Hyperspectral Data Using a LSTM–CNN Combined Deep Neural Network54
Adaptive Detectors for Colocated MIMO Radar With Training Data53
Visible and Infrared Object Tracking via Convolution-Transformer Network With Joint Multimodal Feature Learning53
AF-DCDU-Net: An Approach for ISAR Autofocus Imaging via Deep Convolution and Deep Unfolding Net53
Mining Area Ground Fissure Identification Method Based on AR-SE-ResUNet52
IFTSDNet: An Interact-Feature Transformer Network With Spatial Detail Enhancement Module for Change Detection50
Satellite Image Target Super-Resolution With Adversarial Shape Discriminator49
Enhance Tensor RPCA-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection49
Learning-Based Profiling of Buried Elliptical-Cylindrical Objects48
Amplitude-Preserving 3-D TV Regularization for Seismic Random Noise Attenuation48
MBSSNet: A Mamba-Based Joint Semantic Segmentation Network for Optical and SAR Images48
Scattering Power Decomposition Based on PolInSAR Images and Sparse Representation48
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection48
Surface Suspended Particulate Matter Flux in the Northern Gulf of Mexico From Satellite Observations47
Personnel Search and Rescue Detector Based on Reconfigurable FPGA Accelerator: A Lightweight Multi-Scale Parallel Drone-Mounted Detector47
Deep Feature Reconstruction Learning for Open-Set Classification of Remote-Sensing Imagery47
BSFormer: Transformer-Based Reconstruction Network for Hyperspectral Band Selection46
Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection46
Generation of High-Quality Spaceborne Interrupted FMCW SAR Images via Singular Value Threshold-Based Matrix Completion46
Dual-View Structural Similarity Subspace Clustering for Hyperspectral Band Selection46
DGMR: Diffusion Guided Masked Reconstruction Framework for Multimodal Cloud Removal45
Infrared Small Target Detection Based on Background Estimation and Scale Fusion45
Forest-CD: Forest Change Detection Network Based on VHR Images45
SRD-NET for Ground Crack Detection in Coal Mines Using UAV Images45
Suppression of Range Ambiguity in Spaceborne SAR With Elevation Beam Pattern Mask Design44
Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification44
A Deep Learning-Based Moving Target Detection Method by Combining Spatiotemporal Information for ViSAR44
Emitter Localization System Based on a Synthetic Aperture Map Drift Technique Aided by an Interferometer44
Estimating Signal-to-Clutter Ratio of InSAR Corner Reflectors From SAR Time Series44
A Simple Method for Near-Real-Time Monthly Nighttime Light Image Production44
An SAR Target Detector Based on Gradient Harmonized Mechanism and Attention Mechanism44
A Novel Ground-Based Cloud Image Segmentation Method by Using Deep Transfer Learning43
Learning to Reduce Information Bottleneck for Object Detection in Aerial Images43
An Open-Set Domain Adaptation Framework for Hyperspectral Image Classification With Pixel-Aware Weighting and Decoupled Alignment42
Semi-Supervised Semantic Segmentation of Remote Sensing Images With Iterative Contrastive Network42
MsanlfNet: Semantic Segmentation Network With Multiscale Attention and Nonlocal Filters for High-Resolution Remote Sensing Images42
Unsupervised Ship Detection in SAR Images Using Superpixels and CSPNet42
Deep Multiscale Fine-Grained Hashing for Remote Sensing Cross-Modal Retrieval41
A False Alarm Controllable Detection Method Based on CNN for Sea-Surface Small Targets41
Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization41
MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation41
Dynamic Bilinear Fusion Network for Synthetic Aperture Radar Image Change Detection41
DiFormer: A Difference Transformer Network for Remote Sensing Change Detection40
Sea Surface Temperature Forecasting With Ensemble of Stacked Deep Neural Networks40
Efficient End-to-End Diffusion Model for One-Step SAR-to-Optical Translation40
SOLSTM: Multisource Information Fusion Semantic Segmentation Network Based on SAR-OPT Matching Attention and Long Short-Term Memory Network40
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection40
SOD-YOLOv10: Small Object Detection in Remote Sensing Images Based on YOLOv1040
Recovering Bathymetry From Satellite Altimetry-Derived Gravity by Fully Connected Deep Neural Network39
How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests39
A Low Coupling and Lightweight Algorithm for Ship Detection in Optical Remote Sensing Images39
Dimension Compressed CFAR for Massive MIMO Radar39
DIP-MoG: Non-i.i.d. Seismic Noise Attenuation Using Mixture of Gaussians Noise Model and Deep Image Prior39
First Demonstration of Using Signal Processing Approach to Suppress Signal Ringing in Impulse UWB Through-Wall Radar39
A Method to Decompose Airborne LiDAR Bathymetric Waveform in Very Shallow Waters Combining Deconvolution With Curve Fitting39
Gaussian Aware Anchor-Free Rotated Detector for Aerial Object Detection39
Adversarial Learning for Knowledge Adaptation From Multiple Remote Sensing Sources39
Multiscale Super Token Transformer for Hyperspectral Image Classification39
Soil Moisture Retrieval Over Bare Soil Surface From Single-Polarization SAR Data by Combining Neighborhood Pixels38
Multiscale Deformable DenseNet for Wetland Mapping Using Hyperspectral Images38
An Assessment of the Applicability of Three Reanalysis Snow Density Datasets Over China Using Ground Observations37
Dynamic Cascade Query Selection for Oriented Object Detection37
A Deep Learning-Based GPR Forward Solver for Predicting B-Scans of Subsurface Objects37
Multimodal Feature Disentangle-Fusion Network for Hyperspectral and LiDAR Data Classification37
New Insights Into Wideband Synthetic Aperture Radar Interferometry37
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images37
TransGA-Net: Integration Transformer With Gradient-Aware Feature Aggregation for Accurate Cloud Detection in Remote Sensing Imagery37
Frequency-Aware Contextual Feature Pyramid Network for Infrared Small-Target Detection37
An Entropy-Driven Clustering and Semantic Association Framework for Cross-Domain Few-Shot Hyperspectral Image Classification37
On the Application of AERONET-OC Multispectral Data to Assess Satellite-Derived Hyperspectral R rs37
UTFNet: Uncertainty-Guided Trustworthy Fusion Network for RGB-Thermal Semantic Segmentation36
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution36
Tracking Moving Ships Using Distributed Acoustic Sensing Data36
Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements36
Generalized Ambiguity Function for FDA Radar Joint Range, Angle and Doppler Resolution Evaluation36
Stage 1 Validation of Plant Area Index From the Global Ecosystem Dynamics Investigation36
A Convolutional Autoencoder Method for Simultaneous Seismic Data Reconstruction and Denoising35
SAR Despeckling Using a Denoising Diffusion Probabilistic Model35
Infrared Small Target Detection Using Local Feature-Based Density Peaks Searching35
An Improved Method for Estimating Clumping Index by Digital Hemispheric Photography With Field Measurements35
Feasibility of Retrieving Land Surface Temperature From ECOSTRESS Data Using Split-Window Algorithms35
IEEE Geoscience and Remote Sensing Letters Institutional Listings35
Multigranularity-Aware Network for SAR Ship Detection in Complex Backgrounds35
Enhanced RSVQA Insight Through Synergistic Visual-Linguistic Attention Models35
Self-Supervised SAR Despeckling Powered by Implicit Deep Denoiser Prior35
IEEE Access Become a published author in 4 to 6 weeks35
TechRxiv: Share Your Preprint Research with the World!35
A Robust Source Wavelet Phase Inversion Method Based on Correlation Norm Waveform Inversion34
Time-Series InSAR Dynamic Analysis With Robust Sequential Adjustment34
EDDA-ConvLSTM: Encoder-Decoder Dual Attention ConvLSTM for Moroccan Coastal Sea Surface Temperature Prediction34
Continual Learning Approach for Remote Sensing Scene Classification34
A Self-Adaptive Denoising Algorithm Based on Genetic Algorithm for Photon-Counting Lidar Data34
Diff-DEM: A Diffusion Probabilistic Approach to Digital Elevation Model Void Filling33
A Semisupervised Convolution Neural Network for Partial Unlabeled Remote-Sensing Image Segmentation33
A Fast Omega-K Algorithm for Near-Field 3-D Imaging of MIMO Synthetic Aperture Radar Data33
Updates of Microwave Humidity Sounder From FengYun-3A to 3F Satellites33
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale33
Dual-Complementary Convolution Network for Remote-Sensing Image Denoising33
Radar Target Detection in Heterogeneous Environment Based on HPD Manifold Clustering33
Hyperspectral Anomaly Detection Based on Graph Regularized Variational Autoencoder33
Orientation-Aware Feature Fusion Network for Ship Detection in SAR Images33
Sparsity-Promoting Weighted Radon Preconditioning for Land Waveform Inversion33
Estimation of Live Fuel Moisture Content From Multiple Sources of Remotely Sensed Data33
The Environmental Story During the COVID-19 Lockdown: How Human Activities Affect PM2.5 Concentration in China?32
Superresolution Land Cover Mapping Using a Generative Adversarial Network32
Improved Point Estimation for the Rayleigh Regression Model32
Enhancing Mid–Low-Resolution Ship Detection With High-Resolution Feature Distillation32
Multilevel Reweighted Sparse Hyperspectral Unmixing Using Superpixel Segmentation and Particle Swarm Optimization32
Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification32
Adaptive Wavelet Threshold Denoising for Bathymetric Laser Full-Waveforms With Weak Bottom Returns32
Adaptive Coherent Detection in Compound-Gaussian Clutter With Nakagami-Distributed Texture32
Boths: Super Lightweight Network-Enabled Underwater Image Enhancement32
Attention Prompt-Driven Source-Free Adaptation for Remote Sensing Images Semantic Segmentation31
AgF²Net: Attention-Guided Feature Fusion Network for Multitemporal Hyperspectral Image Change Detection31
Adaptive Multilevel Fusion Refinement Network for Object Detection in Remote Sensing Images31
Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification31
Resolution Enhancement of Electrical Resistivity Tomography Based on Deep Learning31
Weighted Sparse Graph Regularization for Spectral–Spatial Classification of Hyperspectral Images31
A Deep Learning Method Integrating Multisource Data for ECMWF Forecasting Products Correction31
A Full-Link Simulation Method for Satellite Single-Photon LiDARs31
Selection of Augmented Data for Overcoming the Imbalance Problem in Facies Classification31
Improved DBSCAN for Infrared Cluster Small Target Detection31
Azimuth Ambiguity Suppression for SAR via Variable PRF and Complex Image Deconvolution31
Simulations of Dual Electrical Source-Based SNMR for Deep Water in Urban Environments31
Domain-Adaptive HRRP Generation Using Two-Stage Denoising Diffusion Probability Model31
2-D Lunar Microwave Radiance Observations From the NOAA-20 ATMS31
Signatures of Small Boats With TerraSAR-X Staring Spotlight Data30
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network30
CycleGAN-Based Clutter Suppression and Pipeline Positioning Method for GPR Image30
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
Deformation Retrieval Using the Spatially Constrained MTInSAR Method30
Radar Target Detection With Multi-Task Learning in Heterogeneous Environment30
Hierarchical Information Enhancing Detector for Remotely Sensed Object Detection30
A Novel Three-Dimension Imaging Algorithm Based on Trajectory Association of ISAR Image Sequence30
FDTD Medium Dimension Selection Guidelines for GPR Synthetic Data Generation30
Round Trip Times Versus the Range of the Radargram Maxima of an Air-Coupled Bistatic GPR: Modeling and Fitting by a Hyperbola29
Temperature and Water Vapor Channel Selection of FY-3E HIRAS II for Application in Numerical Weather Prediction29
A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm29
Spatial Dynamic Selection Network for Remote-Sensing Image Fusion29
Feature Super-Resolution Fusion With Cross-Scale Distillation for Small-Object Detection in Optical Remote Sensing Images29
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
Equivariant Attention Graph Capsule Network for Remote Sensing Scene Recognition29
Automatic Lunar Crater Detection Based on DEM Data Using a Max Curvature Detection Method29
Ultrawideband Tomographic Imaging in Multipath-Rich Environment29
A Novel Approach of Frequency-Dependent Seismic Elastic Parameters Inversion for Fluid Prediction at Thin Sandstone Reservoirs29
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images29
A Novel Unsupervised Object-Level Crop Rotation Detection With Time-Series Dual-Polarimetric SAR Data29
Simulating 0.4–2.5 GHz Brightness Temperatures of the Ross Ice Shelf, Antarctica29
UNMamba: Cascaded Spatial–Spectral Mamba for Blind Hyperspectral Unmixing28
High-Precision ISAR Method for Nonlinear Rotating Targets: Imaging for Drones28
Global in Local: A Convolutional Transformer for SAR ATR FSL28
InSAR Phase Unwrapping by Deep Learning Based on Gradient Information Fusion28
Seismic Reconstruction Based on Data Fitting With the l 1-Norm in the Presence of Abnormal Values28
GAN-Based Semisupervised Scene Classification of Remote Sensing Image28
Frequency-Shifting-Based B2D-DCT-PCA for Handheld Landmine Detection Using GPR Data28
A Novel ISAR Imaging Approach for Moving Targets Utilizing Joint Particle Swarm Optimization and Time Polynomial Rescaling-Nonuniform FFT28
Performance Simulation of SmallSat SAR Persistent Scatterer Interferometry With Deteriorated Images28
OMIRD: Orientated Modality Independent Region Descriptor for Optical-to-SAR Image Matching28
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing28
Extended Particle Weak-Form-Based Neural Networks for Seismic Modeling28
Role of Visible Spectroscopy in Bio-Optical Characterization of Coastal Waters27
How Does the Management Paradigm Contain Wildfire Over Southwest China? Evidence From Remote Sensing Observation27
Mini-UAV Movement Classification Based on Sparse Decomposition of Micro-Doppler Signature27
Landsat LST Product Gap Filling Using the Multiple Features Ensemble Learning Model Caused by the Missing Emissivity Dataset27
A ViT-Based Multiscale Feature Fusion Approach for Remote Sensing Image Segmentation27
Anomaly Detection in Nonstationary Videos Using Time-Recursive Differencing Network-Based Prediction27
An Automatic Cloud Detection Neural Network for High-Resolution Remote Sensing Imagery With Cloud–Snow Coexistence27
A Fast Diffraction Tomography Algorithm for 3-D Through-the-Wall Radar Imaging Using Nonuniform Fast Fourier Transform27
Detecting and Removing Phase Jitters for the Phase Synchronization of LT-1 Bistatic SAR27
Construction of Digital Elevation Models on the Intertidal Flats Using TanDEM-X Bistatic Observations27
MMPC-Net: Multigranularity and Multiscale Progressive Contrastive Learning Neural Network for Remote Sensing Image Scene Classification27
Sea Surface Temperature Image Completion Method Based on Multiscale Fourier Fusion Neural Operator27
False Targets Suppression of Integral Power Frequency Modulated Waveform for Countering Interrupted Sampling Repeater Jamming27
Oceanic Eddy Identification Using Pyramid Split Attention U-Net With Remote Sensing Imagery26
DNN With Similarity Constraint for GEO SA-BSAR Moving Target Imaging26
Shape Embedding and Knowledge Mining Network for Generalized Few-Shot Remote Sensing Segmentation26
Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks26
Ice-Unet: A Very High-Resolution UAV-Optimized Deep Learning Model for Sea Ice Classification26
Neighborhood Difference-Based Self-Supervised Network for Detecting Small Changes From Synthetic Aperture Radar Images26
NASA’s Black Marble Multiangle Nighttime Lights Temporal Composites26
Optical-to-SAR Image Matching Using Multiscale Masked Structure Features26
Land-Cover Change Detection for SAR Images Based on Biobjective Fuzzy Local Information Clustering Method With Decomposition26
Transformer for EI Niño-Southern Oscillation Prediction26
Contrast Source Inversion-Based Multilayered Object Analysis for Terahertz Wave Imaging26
Superresolution Radar Imaging via Peak Search and Compressed Sensing26
Adaptive Superpixel-Level CFAR Detector for SAR Inshore Dense Ship Detection26
Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth26
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data26
Multisource Domain Generalization Two-Branch Network for Hyperspectral Image Cross-Domain Classification26
Swin-CFNet: An Attempt at Fine-Grained Urban Green Space Classification Using Swin Transformer and Convolutional Neural Network26
ORENet: Oriented Rotation Equivariant Network for Remote Sensing Object Detection26
Bridging the Domain Gap: A Simple Domain Matching Method for Reference-Based Image Super-Resolution in Remote Sensing26
RoadCT: A Hybrid CNN-Transformer Network for Road Extraction From Satellite Imagery26
DL-Based Clutter Removal in Migrated GPR Data for Detection of Buried Target25
0.11406397819519