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 2021-06-01 to 2025-06-01.)
ArticleCitations
A Deep Learning Method for Ocean Front Extraction in Remote Sensing Imagery541
Multifeature GNSS-R Snow Depth Retrieval Using GA-BP Neural Network243
Distilled Heterogeneous Feature Alignment Network for SAR Image Semantic Segmentation185
Using SAOCOM Data and Bayesian Inference to Estimate Soil Dielectric Constant in Agricultural Soils175
Self-Supervised SAR Despeckling Powered by Implicit Deep Denoiser Prior144
A Robust Descriptor Based on Modality-Independent Neighborhood Information for Optical-SAR Image Matching141
An Improved Method for Estimating Clumping Index by Digital Hemispheric Photography With Field Measurements130
Simultaneous Estimation of Land Surface and Atmospheric Parameters From Thermal Hyperspectral Data Using a LSTM–CNN Combined Deep Neural Network112
BSFormer: Transformer-Based Reconstruction Network for Hyperspectral Band Selection110
Gaussian Aware Anchor-Free Rotated Detector for Aerial Object Detection101
Feasibility of Retrieving Land Surface Temperature From ECOSTRESS Data Using Split-Window Algorithms100
Probability Hypothesis Density Correlation Filter for Infrared Small Target Tracking95
The Rayleigh Generalized Autoregressive Score Model for SAR Data Interpretation93
Investigating the Association of Seasonal Dynamics in GEDI Canopy Cover Profiles and Sentinel-1 Backscatter in Temperate Forests92
Enhanced Spectral–Spatial Fusion Network for Multispectral Object Detection in Ground-Aerial Images91
An Optimization Approach for Hourly Ozone Simulation: A Case Study in Chongqing, China90
New Insights Into Wideband Synthetic Aperture Radar Interferometry90
Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data87
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images87
Multidimensional Attention Learning for VHR Remote Sensing Imagery Recognition86
First-Order Sea Clutter Suppression for High-Frequency Surface Wave Radar Using Orthogonal Projection in Spatial–Temporal Domain85
Elastic Wave Vector Decomposition for Common-Shot Multicomponent Data Using Pure Wave Equation in Transversely Isotropic Media83
A Multilayer Fusion Network With Rotation- Invariant and Dynamic Feature Representation for Multiview Low-Altitude Image Registration81
A Method Based on Equivalent Measurement of Radiation Fields for Coded-Aperture Imaging With System Errors81
Deep Multiscale Fine-Grained Hashing for Remote Sensing Cross-Modal Retrieval80
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification80
Unsupervised Ship Detection in SAR Images Using Superpixels and CSPNet79
Band Selection Using Dilation Distances78
MD-NeRF: Enhancing Large-Scale Scene Rendering and Synthesis With Hybrid Point Sampling and Adaptive Scene Decomposition76
Nonlocal Multiscale Single Image Statistics From Sentinel-1 SAR Data for High Resolution Bitemporal Forest Wind Damage Detection75
On the Application of AERONET-OC Multispectral Data to Assess Satellite-Derived Hyperspectral R rs75
Toward Efficient and Accurate Remote Sensing Image–Text Retrieval With a Coarse-to-Fine Approach73
Efficient End-to-End Diffusion Model for One-Step SAR-to-Optical Translation72
A Method for Downscaling Satellite Soil Moisture Based on Land Surface Temperature and Net Surface Shortwave Radiation72
Visible and Infrared Object Tracking via Convolution-Transformer Network With Joint Multimodal Feature Learning70
A Superpixel-Correlation-Based Multiview Approach for Hyperspectral Image Classification70
The Optimal Deployment of Ground Samples: Whether Spatial Heterogeneity Is Dominated by Randomness or Structure Factors?69
GNSS Pseudo Interference Reflectometry for Ground-Based Soil Moisture Remote Sensing: Theory and Simulations66
TransGA-Net: Integration Transformer With Gradient-Aware Feature Aggregation for Accurate Cloud Detection in Remote Sensing Imagery64
Enhanced Through-the-Wall Radar Imaging Based on Deep Layer Aggregation61
A Semi-Empirical Threshold Model for Oil Spill Detection by Analyzing Microwave Backscatter of Ocean Surface From Sentinel-1 C-Band SAR Data61
Fast Sparse Aperture ISAR Imaging for Maneuvering Target by CZT- and NCS-Based Approximated Observation Model61
Shipborne ZTD Retrieval With a Low-Cost GNSS Receiver60
Alpine Snowpack Refractive Index Retrieval Based on Tomograms Distortion Calculation60
An Improved Real-Time Echo Separation Processing Scheme in Intermediate Frequency Domain58
Moving Object Tracking via 3-D Total Variation in Remote-Sensing Videos58
MT-GAN: A Multitask GAN for Severe Convective Weather Nowcasting57
Collaborative Label Propagation-Based Semisupervised Linear Discriminant Analysis for Hyperspectral Images55
Endorheic Waterbodies Delineation From Remote Sensing as a Tool for Immersed Surface Topography55
Global-Margin Uncertainty and Collaborative Sampling for Active Learning in Complex Aerial Images Object Detection54
Estimating Land Surface All-Wave Daily Net Radiation From VIIRS Top-of-Atmosphere Data53
PS-ESD: Persistent Scatterer-Based Enhanced Spectral Diversity Approach for Time-Series Sentinel-1 TOPS Data Co-Registration53
Modified ERMA With Generalized Resampling for Maneuvering Highly Squinted TOPS SAR52
Component Interpretation for SAR Target Images Based on Deep Generative Model52
End-to-End Multilevel Hybrid Attention Framework for Hyperspectral Image Classification52
Semi-automatic Extraction of Rural Roads From High-Resolution Remote Sensing Images Based on a Multifeature Combination52
A Novel Image Registration Algorithm Using Wavelet Transform and Matrix-Multiply Discrete Fourier Transform50
Spatiotemporal Synergistic Ensemble Deep Learning Method and Its Application to S-Wave Velocity Prediction49
Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements48
Multisynchrosqueezing Generalized S-Transform and Its Application in Tight Sandstone Gas Reservoir Identification48
Large-Gradient Interferometric Phase Unwrapping Over Coal Mining Areas Assisted by a 2-D Elliptical Gaussian Function47
Novel Multiscale Decision Fusion Approach to Unsupervised Change Detection for High-Resolution Images47
Change Type Recognition for SAR Images Using Statistical Bidirectional LSTM Network With Few Labeled Samples46
Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization45
Dimension Compressed CFAR for Massive MIMO Radar45
Generation of Turbidite Probability Scenarios Using Geostatistical Methods45
SOLSTM: Multisource Information Fusion Semantic Segmentation Network Based on SAR-OPT Matching Attention and Long Short-Term Memory Network45
A Deep Learning-Based GPR Forward Solver for Predicting B-Scans of Subsurface Objects44
Deep Feature Reconstruction Learning for Open-Set Classification of Remote-Sensing Imagery44
SAR-3DTR: A Novel Feature Hybrid Transformer Network for End-to-End 3-D Target Reconstruction From SAR Images44
MBSSNet: A Mamba-Based Joint Semantic Segmentation Network for Optical and SAR Images43
TE/TM Pattern Recognition Based on Convolutional Neural Network43
Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images43
Generation of High-Quality Spaceborne Interrupted FMCW SAR Images via Singular Value Threshold-Based Matrix Completion43
Tracking Moving Ships Using Distributed Acoustic Sensing Data43
Learning-Based Profiling of Buried Elliptical-Cylindrical Objects43
Forest Height Estimation With TanDEM-X SAR and InSAR Features Using Deep Learning43
Dynamic Bilinear Fusion Network for Synthetic Aperture Radar Image Change Detection43
AF-DCDU-Net: An Approach for ISAR Autofocus Imaging via Deep Convolution and Deep Unfolding Net42
Surface Suspended Particulate Matter Flux in the Northern Gulf of Mexico From Satellite Observations42
Amplitude-Preserving 3-D TV Regularization for Seismic Random Noise Attenuation42
Scattering Power Decomposition Based on PolInSAR Images and Sparse Representation42
Infrared Small Target Detection Based on Background Estimation and Scale Fusion42
A Simple Method for Near-Real-Time Monthly Nighttime Light Image Production41
Emitter Localization System Based on a Synthetic Aperture Map Drift Technique Aided by an Interferometer41
Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification41
Suppression of Range Ambiguity in Spaceborne SAR With Elevation Beam Pattern Mask Design41
Dual-View Structural Similarity Subspace Clustering for Hyperspectral Band Selection41
An SAR Target Detector Based on Gradient Harmonized Mechanism and Attention Mechanism40
Learning to Reduce Information Bottleneck for Object Detection in Aerial Images40
Estimating Signal-to-Clutter Ratio of InSAR Corner Reflectors From SAR Time Series40
MsanlfNet: Semantic Segmentation Network With Multiscale Attention and Nonlocal Filters for High-Resolution Remote Sensing Images40
A Deep Learning-Based Moving Target Detection Method by Combining Spatiotemporal Information for ViSAR40
SRD-NET for Ground Crack Detection in Coal Mines Using UAV Images39
Satellite Image Target Super-Resolution With Adversarial Shape Discriminator39
Frequency-Aware Contextual Feature Pyramid Network for Infrared Small-Target Detection39
An Assessment of the Applicability of Three Reanalysis Snow Density Datasets Over China Using Ground Observations38
A Novel Ground-Based Cloud Image Segmentation Method by Using Deep Transfer Learning38
A Convolutional Autoencoder Method for Simultaneous Seismic Data Reconstruction and Denoising38
An Open-Set Domain Adaptation Framework for Hyperspectral Image Classification With Pixel-Aware Weighting and Decoupled Alignment38
Adversarial Learning for Knowledge Adaptation From Multiple Remote Sensing Sources37
DIP-MoG: Non-i.i.d. Seismic Noise Attenuation Using Mixture of Gaussians Noise Model and Deep Image Prior37
A False Alarm Controllable Detection Method Based on CNN for Sea-Surface Small Targets37
Sea Surface Temperature Forecasting With Ensemble of Stacked Deep Neural Networks37
UTFNet: Uncertainty-Guided Trustworthy Fusion Network for RGB-Thermal Semantic Segmentation37
DGMR: Diffusion Guided Masked Reconstruction Framework for Multimodal Cloud Removal37
Polarimetric Semivariogram-Based Spatial Scale Selection for PolSAR Image Segmentation With Mean-Shift Algorithm37
Enhance Tensor RPCA-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection37
Adaptive Detectors for Colocated MIMO Radar With Training Data37
Generalized Ambiguity Function for FDA Radar Joint Range, Angle and Doppler Resolution Evaluation36
A Method to Decompose Airborne LiDAR Bathymetric Waveform in Very Shallow Waters Combining Deconvolution With Curve Fitting36
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection36
SAR Despeckling Using a Denoising Diffusion Probabilistic Model36
How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests36
IFTSDNet: An Interact-Feature Transformer Network With Spatial Detail Enhancement Module for Change Detection35
Personnel Search and Rescue Detector Based on Reconfigurable FPGA Accelerator: A Lightweight Multi-Scale Parallel UAV-Mounted Detector35
Improving SAR-Based Coherent Change Detection Products by Using an Alternate Coherency Formalism35
Multiscale Super Token Transformer for Hyperspectral Image Classification35
Multimodal Feature Disentangle-Fusion Network for Hyperspectral and LiDAR Data Classification35
Forest-CD: Forest Change Detection Network Based on VHR Images35
First Demonstration of Using Signal Processing Approach to Suppress Signal Ringing in Impulse UWB Through-Wall Radar35
Multiview Feature-Based Sea Surface Small Target Detection in Short Observation Time35
MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation35
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images34
Soil Moisture Retrieval Over Bare Soil Surface From Single-Polarization SAR Data by Combining Neighborhood Pixels34
Dynamic Cascade Query Selection for Oriented Object Detection34
SOD-YOLOv10: Small Object Detection in Remote Sensing Images Based on YOLOv1034
Multiscale Deformable DenseNet for Wetland Mapping Using Hyperspectral Images34
Stage 1 Validation of Plant Area Index From the Global Ecosystem Dynamics Investigation34
Semi-Supervised Semantic Segmentation of Remote Sensing Images With Iterative Contrastive Network34
DiFormer: A Difference Transformer Network for Remote Sensing Change Detection34
Recovering Bathymetry From Satellite Altimetry-Derived Gravity by Fully Connected Deep Neural Network34
A Low Coupling and Lightweight Algorithm for Ship Detection in Optical Remote Sensing Images34
Infrared Small Target Detection Using Local Feature-Based Density Peaks Searching33
Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection33
TechRxiv: Share Your Preprint Research with the World!33
IEEE Geoscience and Remote Sensing Letters Institutional Listings33
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection33
IEEE Access Become a published author in 4 to 6 weeks33
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution33
Multigranularity-Aware Network for SAR Ship Detection in Complex Backgrounds32
A Fast Omega-K Algorithm for Near-Field 3-D Imaging of MIMO Synthetic Aperture Radar Data32
A Self-Adaptive Denoising Algorithm Based on Genetic Algorithm for Photon-Counting Lidar Data32
A Robust Source Wavelet Phase Inversion Method Based on Correlation Norm Waveform Inversion32
Continual Learning Approach for Remote Sensing Scene Classification32
Transformer for EI Niño-Southern Oscillation Prediction32
Superresolution Land Cover Mapping Using a Generative Adversarial Network32
RoadCT: A Hybrid CNN-Transformer Network for Road Extraction From Satellite Imagery32
Time-Series InSAR Dynamic Analysis With Robust Sequential Adjustment32
EDDA-ConvLSTM: Encoder-Decoder Dual Attention ConvLSTM for Moroccan Coastal Sea Surface Temperature Prediction32
Hyperspectral Anomaly Detection Based on Graph Regularized Variational Autoencoder31
IRGraphSeg: Infrared Small Target Detection Based on Hierarchical GNN31
Optical-to-SAR Image Matching Using Multiscale Masked Structure Features31
Oceanic Eddy Identification Using Pyramid Split Attention U-Net With Remote Sensing Imagery31
Diff-DEM: A Diffusion Probabilistic Approach to Digital Elevation Model Void Filling30
Surface-Water-Level Changes During 2003–2019 in Australia Revealed by ICESat/ICESat-2 Altimetry and Landsat Imagery30
Adaptive Superpixel-Level CFAR Detector for SAR Inshore Dense Ship Detection30
Resolution Enhancement of Electrical Resistivity Tomography Based on Deep Learning30
HMF-Former: Spatio-Spectral Transformer for Hyperspectral and Multispectral Image Fusion30
A ViT-Based Multiscale Feature Fusion Approach for Remote Sensing Image Segmentation30
Bridging the Domain Gap: A Simple Domain Matching Method for Reference-Based Image Super-Resolution in Remote Sensing30
Orientation-Aware Feature Fusion Network for Ship Detection in SAR Images30
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale30
Dual-Complementary Convolution Network for Remote-Sensing Image Denoising30
Selection of Augmented Data for Overcoming the Imbalance Problem in Facies Classification30
Improved DBSCAN for Infrared Cluster Small Target Detection30
Role of Visible Spectroscopy in Bio-Optical Characterization of Coastal Waters30
Attention Prompt-Driven Source-Free Adaptation for Remote Sensing Images Semantic Segmentation29
Weighted Sparse Graph Regularization for Spectral–Spatial Classification of Hyperspectral Images29
Radar Target Detection With Multi-Task Learning in Heterogeneous Environment29
A Full-Link Simulation Method for Satellite Single-Photon LiDARs29
AgF²Net: Attention-Guided Feature Fusion Network for Multitemporal Hyperspectral Image Change Detection29
Spectral Reweighting and Spectral Similarity Weighting for Sparse Hyperspectral Unmixing29
A Deep Learning Method Integrating Multisource Data for ECMWF Forecasting Products Correction29
Simulations of Dual Electrical Source-Based SNMR for Deep Water in Urban Environments29
2-D Lunar Microwave Radiance Observations From the NOAA-20 ATMS29
Adaptive Wavelet Threshold Denoising for Bathymetric Laser Full-Waveforms With Weak Bottom Returns29
Azimuth Ambiguity Suppression for SAR via Variable PRF and Complex Image Deconvolution29
Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks29
Discrepant Bi-Directional Interaction Fusion Network for Hyperspectral and LiDAR Data Classification29
Adaptive Multilevel Fusion Refinement Network for Object Detection in Remote Sensing Images29
A Fast Diffraction Tomography Algorithm for 3-D Through-the-Wall Radar Imaging Using Nonuniform Fast Fourier Transform29
A Novel ISAR Imaging Approach for Moving Targets Utilizing Joint Particle Swarm Optimization and Time Polynomial Rescaling-Nonuniform FFT29
Phenology of Phytoplankton Size Classes in the Arabian Sea29
Contrast Source Inversion-Based Multilayered Object Analysis for Terahertz Wave Imaging29
Signatures of Small Boats With TerraSAR-X Staring Spotlight Data29
A Semisupervised Convolution Neural Network for Partial Unlabeled Remote-Sensing Image Segmentation28
Hierarchical Information Enhancing Detector for Remotely Sensed Object Detection28
A Novel Three-Dimension Imaging Algorithm Based on Trajectory Association of ISAR Image Sequence28
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network28
CycleGAN-Based Clutter Suppression and Pipeline Positioning Method for GPR Image28
High-Precision Intelligence Denoising of Potential Field Data Based on RevU-Net28
Deformation Retrieval Using the Spatially Constrained MTInSAR Method28
FDTD Medium Dimension Selection Guidelines for GPR Synthetic Data Generation27
Temperature and Water Vapor Channel Selection of FY-3E HIRAS II for Application in Numerical Weather Prediction27
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images27
Spatial Dynamic Selection Network for Remote-Sensing Image Fusion27
A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm27
Unsupervised Domain Adaption on Category Level by Pseudo-Label for Radar Target Detection27
Round Trip Times Versus the Range of the Radargram Maxima of an Air-Coupled Bistatic GPR: Modeling and Fitting by a Hyperbola27
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data27
A Novel Approach of Frequency-Dependent Seismic Elastic Parameters Inversion for Fluid Prediction at Thin Sandstone Reservoirs27
Enhancing Infrared Small Target Detection Using Learnable Graph-Attention and Heat Equation Techniques27
Nonlinear Response Correction Based on Fully Connected Neural Network27
Equivariant Attention Graph Capsule Network for Remote Sensing Scene Recognition27
Improved Point Estimation for the Rayleigh Regression Model26
OMIRD: Orientated Modality Independent Region Descriptor for Optical-to-SAR Image Matching26
DL-Based Clutter Removal in Migrated GPR Data for Detection of Buried Target26
Feature Super-Resolution Fusion With Cross-Scale Distillation for Small-Object Detection in Optical Remote Sensing Images26
Seismic Reconstruction Based on Data Fitting With the l 1-Norm in the Presence of Abnormal Values26
Automatic Lunar Crater Detection Based on DEM Data Using a Max Curvature Detection Method26
Domain-Adaptive HRRP Generation Using Two-Stage Denoising Diffusion Probability Model26
Global in Local: A Convolutional Transformer for SAR ATR FSL26
High-Precision ISAR Method for Nonlinear Rotating Targets: Imaging for Drones26
GAN-Based Semisupervised Scene Classification of Remote Sensing Image26
DNN With Similarity Constraint for GEO SA-BSAR Moving Target Imaging26
Extended Particle Weak-form-based Neural Networks for Seismic Modeling26
Multilevel Reweighted Sparse Hyperspectral Unmixing Using Superpixel Segmentation and Particle Swarm Optimization26
Performance Simulation of SmallSat SAR Persistent Scatterer Interferometry With Deteriorated Images26
Solar Panels Segmentation in Remote Sensing Data Using Segment Anything Models 2 and 2.126
False Targets Suppression of Integral Power Frequency Modulated Waveform for Countering Interrupted Sampling Repeater Jamming26
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing26
Frequency-Shifting-Based B2D-DCT-PCA for Handheld Landmine Detection Using GPR Data26
InSAR Phase Unwrapping by Deep Learning Based on Gradient Information Fusion26
A Novel Unsupervised Object-Level Crop Rotation Detection With Time-Series Dual-Polarimetric SAR Data26
Simulating 0.4–2.5 GHz Brightness Temperatures of the Ross Ice Shelf, Antarctica26
Ultrawideband Tomographic Imaging in Multipath-Rich Environment26
Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth26
Swin-CFNet: An Attempt at Fine-Grained Urban Green Space Classification Using Swin Transformer and Convolutional Neural Network26
UNMamba: Cascaded Spatial–Spectral Mamba for Blind Hyperspectral Unmixing26
Detecting and Removing Phase Jitters for the Phase Synchronization of LT-1 Bistatic SAR25
NASA’s Black Marble Multiangle Nighttime Lights Temporal Composites25
Anomaly Detection in Nonstationary Videos Using Time-Recursive Differencing Network-Based Prediction25
Shape Embedding and Knowledge Mining Network for Generalized Few-Shot Remote Sensing Segmentation25
Boths: Super Lightweight Network-Enabled Underwater Image Enhancement25
Mini-UAV Movement Classification Based on Sparse Decomposition of Micro-Doppler Signature25
Construction of Digital Elevation Models on the Intertidal Flats Using TanDEM-X Bistatic Observations25
MMPC-Net: Multigranularity and Multiscale Progressive Contrastive Learning Neural Network for Remote Sensing Image Scene Classification25
Radar Target Detection in Heterogeneous Environment Based on HPD Manifold Clustering25
How Does the Management Paradigm Contain Wildfire Over Southwest China? Evidence From Remote Sensing Observation25
Multitarget Barrage Jamming Against Azimuth Multichannel HRWS SAR via Phase Errors Modulation of Transmitted Signal25
An Automatic Cloud Detection Neural Network for High-Resolution Remote Sensing Imagery With Cloud–Snow Coexistence25
Updates of Microwave Humidity Sounder From FengYun-3A to 3F Satellites25
Superresolution Radar Imaging via Peak Search and Compressed Sensing25
Unambiguous Doppler Extension for FMCW Radar via Poisson Disk Sampling24
Quartic Riemannian Trust Region Algorithm for Cognitive Radar Ambiguity Function Shaping24
Unsupervised Diffusion Model for Seismic Deconvolution24
Multiangle Asymmetric Coplanar Analysis for 3-D Wind Retrieval Using HAPS-Borne Phased Array Weather Radar24
Dual-Branch Cross Weighting Network for Multimodal Hyperspectral Unmixing24
Ambiguity Function Analysis and Optimization of Coherent FDA Radar24
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