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 2021-05-01 to 2025-05-01.)
ArticleCitations
A Deep Learning Method for Ocean Front Extraction in Remote Sensing Imagery519
Multifeature GNSS-R Snow Depth Retrieval Using GA-BP Neural Network429
A Method to Decompose Airborne LiDAR Bathymetric Waveform in Very Shallow Waters Combining Deconvolution With Curve Fitting238
Distilled Heterogeneous Feature Alignment Network for SAR Image Semantic Segmentation225
Using SAOCOM Data and Bayesian Inference to Estimate Soil Dielectric Constant in Agricultural Soils182
Self-Supervised SAR Despeckling Powered by Implicit Deep Denoiser Prior169
A Robust Descriptor Based on Modality-Independent Neighborhood Information for Optical-SAR Image Matching138
An Improved Method for Estimating Clumping Index by Digital Hemispheric Photography With Field Measurements134
Simultaneous Estimation of Land Surface and Atmospheric Parameters From Thermal Hyperspectral Data Using a LSTM–CNN Combined Deep Neural Network127
Recovering Bathymetry From Satellite Altimetry-Derived Gravity by Fully Connected Deep Neural Network112
BSFormer: Transformer-Based Reconstruction Network for Hyperspectral Band Selection103
Gaussian Aware Anchor-Free Rotated Detector for Aerial Object Detection99
Feasibility of Retrieving Land Surface Temperature From ECOSTRESS Data Using Split-Window Algorithms95
Probability Hypothesis Density Correlation Filter for Infrared Small Target Tracking92
Investigating the Association of Seasonal Dynamics in GEDI Canopy Cover Profiles and Sentinel-1 Backscatter in Temperate Forests91
The Rayleigh Generalized Autoregressive Score Model for SAR Data Interpretation91
Enhanced Spectral–Spatial Fusion Network for Multispectral Object Detection in Ground-Aerial Images90
New Insights Into Wideband Synthetic Aperture Radar Interferometry87
An Optimization Approach for Hourly Ozone Simulation: A Case Study in Chongqing, China85
Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data84
How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests84
Adaptive Detectors for Colocated MIMO Radar With Training Data82
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images82
First-Order Sea Clutter Suppression for High-Frequency Surface Wave Radar Using Orthogonal Projection in Spatial–Temporal Domain80
Multidimensional Attention Learning for VHR Remote Sensing Imagery Recognition80
Fast Automatic Visibility Optimization for Thermal Synthetic Aperture Visualization79
3-D Imaging Using Synthetic Aperture Radar With a Frequency Diverse Array79
Elastic Wave Vector Decomposition for Common-Shot Multicomponent Data Using Pure Wave Equation in Transversely Isotropic Media78
A Method Based on Equivalent Measurement of Radiation Fields for Coded-Aperture Imaging With System Errors77
Multiview Feature-Based Sea Surface Small Target Detection in Short Observation Time76
Enhance Tensor RPCA-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection73
A Multilayer Fusion Network With Rotation- Invariant and Dynamic Feature Representation for Multiview Low-Altitude Image Registration73
Polarimetric Semivariogram-Based Spatial Scale Selection for PolSAR Image Segmentation With Mean-Shift Algorithm72
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification71
Improving SAR-Based Coherent Change Detection Products by Using an Alternate Coherency Formalism71
Unsupervised Ship Detection in SAR Images Using Superpixels and CSPNet67
Deep Multiscale Fine-Grained Hashing for Remote Sensing Cross-Modal Retrieval67
Band Selection Using Dilation Distances66
MD-NeRF: Enhancing Large-Scale Scene Rendering and Synthesis With Hybrid Point Sampling and Adaptive Scene Decomposition65
Nonlocal Multiscale Single Image Statistics From Sentinel-1 SAR Data for High Resolution Bitemporal Forest Wind Damage Detection63
On the Application of AERONET-OC Multispectral Data to Assess Satellite-Derived Hyperspectral R rs63
Toward Efficient and Accurate Remote Sensing Image–Text Retrieval With a Coarse-to-Fine Approach61
Efficient End-to-End Diffusion Model for One-Step SAR-to-Optical Translation59
A Superpixel-Correlation-Based Multiview Approach for Hyperspectral Image Classification58
A Method for Downscaling Satellite Soil Moisture Based on Land Surface Temperature and Net Surface Shortwave Radiation58
GNSS Pseudo Interference Reflectometry for Ground-Based Soil Moisture Remote Sensing: Theory and Simulations57
The Optimal Deployment of Ground Samples: Whether Spatial Heterogeneity Is Dominated by Randomness or Structure Factors?57
Visible and Infrared Object Tracking via Convolution-Transformer Network With Joint Multimodal Feature Learning57
Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection56
TransGA-Net: Integration Transformer With Gradient-Aware Feature Aggregation for Accurate Cloud Detection in Remote Sensing Imagery55
Enhanced Through-the-Wall Radar Imaging Based on Deep Layer Aggregation54
A Low Coupling and Lightweight Algorithm for Ship Detection in Optical Remote Sensing Images53
Fast Sparse Aperture ISAR Imaging for Maneuvering Target by CZT- and NCS-Based Approximated Observation Model53
A Semi-Empirical Threshold Model for Oil Spill Detection by Analyzing Microwave Backscatter of Ocean Surface From Sentinel-1 C-Band SAR Data53
Alpine Snowpack Refractive Index Retrieval Based on Tomograms Distortion Calculation53
Shipborne ZTD Retrieval With a Low-Cost GNSS Receiver51
An Improved Real-Time Echo Separation Processing Scheme in Intermediate Frequency Domain50
Moving Object Tracking via 3-D Total Variation in Remote-Sensing Videos49
MT-GAN: A Multitask GAN for Severe Convective Weather Nowcasting48
Soil Moisture Retrieval Over Bare Soil Surface From Single-Polarization SAR Data by Combining Neighborhood Pixels47
Endorheic Waterbodies Delineation From Remote Sensing as a Tool for Immersed Surface Topography47
Global-Margin Uncertainty and Collaborative Sampling for Active Learning in Complex Aerial Images Object Detection47
Collaborative Label Propagation-Based Semisupervised Linear Discriminant Analysis for Hyperspectral Images47
PS-ESD: Persistent Scatterer-Based Enhanced Spectral Diversity Approach for Time-Series Sentinel-1 TOPS Data Co-Registration47
Estimating Land Surface All-Wave Daily Net Radiation From VIIRS Top-of-Atmosphere Data46
Component Interpretation for SAR Target Images Based on Deep Generative Model46
UTFNet: Uncertainty-Guided Trustworthy Fusion Network for RGB-Thermal Semantic Segmentation46
Semi-automatic Extraction of Rural Roads From High-Resolution Remote Sensing Images Based on a Multifeature Combination45
Modified ERMA With Generalized Resampling for Maneuvering Highly Squinted TOPS SAR45
End-to-End Multilevel Hybrid Attention Framework for Hyperspectral Image Classification45
A Novel Image Registration Algorithm Using Wavelet Transform and Matrix-Multiply Discrete Fourier Transform44
Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements43
Spatiotemporal Synergistic Ensemble Deep Learning Method and Its Application to S-Wave Velocity Prediction43
Novel Multiscale Decision Fusion Approach to Unsupervised Change Detection for High-Resolution Images43
Multisynchrosqueezing Generalized S-Transform and Its Application in Tight Sandstone Gas Reservoir Identification43
Satellite Image Target Super-Resolution With Adversarial Shape Discriminator43
IFTSDNet: An Interact-Feature Transformer Network With Spatial Detail Enhancement Module for Change Detection42
Generation of Turbidite Probability Scenarios Using Geostatistical Methods42
Large-Gradient Interferometric Phase Unwrapping Over Coal Mining Areas Assisted by a 2-D Elliptical Gaussian Function42
SOLSTM: Multisource Information Fusion Semantic Segmentation Network Based on SAR-OPT Matching Attention and Long Short-Term Memory Network42
Adversarial Learning for Knowledge Adaptation From Multiple Remote Sensing Sources42
Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization42
Change Type Recognition for SAR Images Using Statistical Bidirectional LSTM Network With Few Labeled Samples42
Dimension Compressed CFAR for Massive MIMO Radar41
Deep Feature Reconstruction Learning for Open-Set Classification of Remote-Sensing Imagery41
Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images41
SAR-3DTR: A Novel Feature Hybrid Transformer Network for End-to-End 3-D Target Reconstruction From SAR Images41
A Deep Learning-Based GPR Forward Solver for Predicting B-Scans of Subsurface Objects41
Tracking Moving Ships Using Distributed Acoustic Sensing Data40
Generation of High-Quality Spaceborne Interrupted FMCW SAR Images via Singular Value Threshold-Based Matrix Completion40
Forest Height Estimation With TanDEM-X SAR and InSAR Features Using Deep Learning40
Stage 1 Validation of Plant Area Index From the Global Ecosystem Dynamics Investigation40
SOD-YOLOv10: Small Object Detection in Remote Sensing Images Based on YOLOv1040
Personnel Search and Rescue Detector Based on Reconfigurable FPGA Accelerator: A Lightweight Multi-Scale Parallel UAV-Mounted Detector40
Dynamic Bilinear Fusion Network for Synthetic Aperture Radar Image Change Detection40
TE/TM Pattern Recognition Based on Convolutional Neural Network40
MBSSNet: A Mamba-Based Joint Semantic Segmentation Network for Optical and SAR Images40
AF-DCDU-Net: An Approach for ISAR Autofocus Imaging via Deep Convolution and Deep Unfolding Net39
Scattering Power Decomposition Based on PolInSAR Images and Sparse Representation39
A Novel Ground-Based Cloud Image Segmentation Method by Using Deep Transfer Learning39
Learning-Based Profiling of Buried Elliptical-Cylindrical Objects39
Infrared Small Target Detection Based on Background Estimation and Scale Fusion37
Surface Suspended Particulate Matter Flux in the Northern Gulf of Mexico From Satellite Observations37
Suppression of Range Ambiguity in Spaceborne SAR With Elevation Beam Pattern Mask Design37
Amplitude-Preserving 3-D TV Regularization for Seismic Random Noise Attenuation37
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection37
Estimating Signal-to-Clutter Ratio of InSAR Corner Reflectors From SAR Time Series36
Dual-View Structural Similarity Subspace Clustering for Hyperspectral Band Selection36
Emitter Localization System Based on a Synthetic Aperture Map Drift Technique Aided by an Interferometer36
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection36
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution36
Dynamic Cascade Query Selection for Oriented Object Detection36
An Assessment of the Applicability of Three Reanalysis Snow Density Datasets Over China Using Ground Observations36
A Deep Learning-Based Moving Target Detection Method by Combining Spatiotemporal Information for ViSAR36
Learning to Reduce Information Bottleneck for Object Detection in Aerial Images35
Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification35
Forest-CD: Forest Change Detection Network Based on VHR Images35
A Simple Method for Near-Real-Time Monthly Nighttime Light Image Production35
Multiscale Super Token Transformer for Hyperspectral Image Classification35
Semi-Supervised Semantic Segmentation of Remote Sensing Images With Iterative Contrastive Network35
DiFormer: A Difference Transformer Network for Remote Sensing Change Detection34
Multimodal Feature Disentangle-Fusion Network for Hyperspectral and LiDAR Data Classification34
An SAR Target Detector Based on Gradient Harmonized Mechanism and Attention Mechanism34
Generalized Ambiguity Function for FDA Radar Joint Range, Angle and Doppler Resolution Evaluation34
SRD-NET for Ground Crack Detection in Coal Mines Using UAV Images34
MsanlfNet: Semantic Segmentation Network With Multiscale Attention and Nonlocal Filters for High-Resolution Remote Sensing Images34
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images34
A Convolutional Autoencoder Method for Simultaneous Seismic Data Reconstruction and Denoising34
MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation34
Sea Surface Temperature Forecasting With Ensemble of Stacked Deep Neural Networks34
SAR Despeckling Using a Denoising Diffusion Probabilistic Model34
A False Alarm Controllable Detection Method Based on CNN for Sea-Surface Small Targets34
An Open-Set Domain Adaptation Framework for Hyperspectral Image Classification with Pixel-Aware Weighting and Decoupled Alignment33
Infrared Small Target Detection Using Local Feature-Based Density Peaks Searching33
First Demonstration of Using Signal Processing Approach to Suppress Signal Ringing in Impulse UWB Through-Wall Radar33
TechRxiv: Share Your Preprint Research with the World!33
NASA’s Black Marble Multiangle Nighttime Lights Temporal Composites33
Frequency-Aware Contextual Feature Pyramid Network for Infrared Small-Target Detection33
DIP-MoG: Non-i.i.d. Seismic Noise Attenuation Using Mixture of Gaussians Noise Model and Deep Image Prior33
IEEE Access Become a published author in 4 to 6 weeks33
Superresolution Land Cover Mapping Using a Generative Adversarial Network32
A Robust Source Wavelet Phase Inversion Method Based on Correlation Norm Waveform Inversion32
Time-Series InSAR Dynamic Analysis With Robust Sequential Adjustment32
Continual Learning Approach for Remote Sensing Scene Classification32
IEEE Geoscience and Remote Sensing Letters Institutional Listings32
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
RoadCT: A Hybrid CNN-Transformer Network for Road Extraction From Satellite Imagery32
Multigranularity-Aware Network for SAR Ship Detection in Complex Backgrounds32
Transformer for EI Niño-Southern Oscillation Prediction32
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale32
EDDA-ConvLSTM: Encoder-Decoder Dual Attention ConvLSTM for Moroccan Coastal Sea Surface Temperature Prediction31
Domain-Adaptive HRRP Generation Using Two-Stage Denoising Diffusion Probability Model31
Land-Cover Change Detection for SAR Images Based on Biobjective Fuzzy Local Information Clustering Method With Decomposition31
Optical-to-SAR Image Matching Using Multiscale Masked Structure Features31
Adaptive Superpixel-Level CFAR Detector for SAR Inshore Dense Ship Detection30
Bridging the Domain Gap: A Simple Domain Matching Method for Reference-Based Image Super-Resolution in Remote Sensing30
An Automatic Cloud Detection Neural Network for High-Resolution Remote Sensing Imagery With Cloud–Snow Coexistence30
Oceanic Eddy Identification Using Pyramid Split Attention U-Net With Remote Sensing Imagery30
A ViT-Based Multiscale Feature Fusion Approach for Remote Sensing Image Segmentation30
HMF-Former: Spatio-Spectral Transformer for Hyperspectral and Multispectral Image Fusion30
Hyperspectral Anomaly Detection Based on Graph Regularized Variational Autoencoder30
Superresolution Radar Imaging via Peak Search and Compressed Sensing30
Selection of Augmented Data for Overcoming the Imbalance Problem in Facies Classification30
Dual-Complementary Convolution Network for Remote-Sensing Image Denoising30
Boths: Super Lightweight Network-Enabled Underwater Image Enhancement30
IRGraphSeg: Infrared Small Target Detection Based on Hierarchical GNN30
Updates of Microwave Humidity Sounder From FengYun-3A to 3F Satellites29
Improved DBSCAN for Infrared Cluster Small Target Detection29
A Full-Link Simulation Method for Satellite Single-Photon LiDARs29
Resolution Enhancement of Electrical Resistivity Tomography Based on Deep Learning29
Attention Prompt-Driven Source-Free Adaptation for Remote Sensing Images Semantic Segmentation29
Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification29
Radar Target Detection in Heterogeneous Environment Based on HPD Manifold Clustering29
Surface-Water-Level Changes During 2003–2019 in Australia Revealed by ICESat/ICESat-2 Altimetry and Landsat Imagery29
A Novel ISAR Imaging Approach for Moving Targets Utilizing Joint Particle Swarm Optimization and Time Polynomial Rescaling-Nonuniform FFT29
Azimuth Ambiguity Suppression for SAR via Variable PRF and Complex Image Deconvolution29
Simulations of Dual Electrical Source-Based SNMR for Deep Water in Urban Environments28
MMPC-Net: Multigranularity and Multiscale Progressive Contrastive Learning Neural Network for Remote Sensing Image Scene Classification28
Adaptive Multilevel Fusion Refinement Network for Object Detection in Remote Sensing Images28
Weighted Sparse Graph Regularization for Spectral–Spatial Classification of Hyperspectral Images28
2-D Lunar Microwave Radiance Observations From the NOAA-20 ATMS28
AgF²Net: Attention-Guided Feature Fusion Network for Multitemporal Hyperspectral Image Change Detection28
A Deep Learning Method Integrating Multisource Data for ECMWF Forecasting Products Correction28
Role of Visible Spectroscopy in Bio-Optical Characterization of Coastal Waters28
Enhancing Mid–Low-Resolution Ship Detection With High-Resolution Feature Distillation28
Discrepant Bi-Directional Interaction Fusion Network for Hyperspectral and LiDAR Data Classification28
Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks28
Contrast Source Inversion-Based Multilayered Object Analysis for Terahertz Wave Imaging28
Neighborhood Difference-Based Self-Supervised Network for Detecting Small Changes From Synthetic Aperture Radar Images28
A Fast Diffraction Tomography Algorithm for 3-D Through-the-Wall Radar Imaging Using Nonuniform Fast Fourier Transform28
The Environmental Story During the COVID-19 Lockdown: How Human Activities Affect PM2.5 Concentration in China?27
Hierarchical Information Enhancing Detector for Remotely Sensed Object Detection27
Orientation-Aware Feature Fusion Network for Ship Detection in SAR Images27
Signatures of Small Boats With TerraSAR-X Staring Spotlight Data27
Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification27
Phenology of Phytoplankton Size Classes in the Arabian Sea27
Adaptive Wavelet Threshold Denoising for Bathymetric Laser Full-Waveforms With Weak Bottom Returns27
A Semisupervised Convolution Neural Network for Partial Unlabeled Remote-Sensing Image Segmentation27
Spectral Reweighting and Spectral Similarity Weighting for Sparse Hyperspectral Unmixing27
Radar Target Detection With Multi-Task Learning in Heterogeneous Environment27
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network26
CycleGAN-Based Clutter Suppression and Pipeline Positioning Method for GPR Image26
A Novel Approach of Frequency-Dependent Seismic Elastic Parameters Inversion for Fluid Prediction at Thin Sandstone Reservoirs26
Anomaly Detection in Nonstationary Videos Using Time-Recursive Differencing Network-Based Prediction26
Equivariant Attention Graph Capsule Network for Remote Sensing Scene Recognition26
Temperature and Water Vapor Channel Selection of FY-3E HIRAS II for Application in Numerical Weather Prediction26
High-Precision Intelligence Denoising of Potential Field Data Based on RevU-Net26
Deformation Retrieval Using the Spatially Constrained MTInSAR Method26
FDTD Medium Dimension Selection Guidelines for GPR Synthetic Data Generation26
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images26
Round Trip Times Versus the Range of the Radargram Maxima of an Air-Coupled Bistatic GPR: Modeling and Fitting by a Hyperbola26
A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm26
A Novel Three-Dimension Imaging Algorithm Based on Trajectory Association of ISAR Image Sequence26
Multisource Domain Generalization Two-Branch Network for Hyperspectral Image Cross-Domain Classification26
Unsupervised Domain Adaption on Category Level by Pseudo-Label for Radar Target Detection26
Enhancing Infrared Small Target Detection Using Learnable Graph-Attention and Heat Equation Techniques26
Nonlinear Response Correction Based on Fully Connected Neural Network26
A Novel Unsupervised Object-Level Crop Rotation Detection With Time-Series Dual-Polarimetric SAR Data25
OMIRD: Orientated Modality Independent Region Descriptor for Optical-to-SAR Image Matching25
Frequency-Shifting-Based B2D-DCT-PCA for Handheld Landmine Detection Using GPR Data25
Solar Panels Segmentation in Remote Sensing Data Using Segment Anything Models 2 and 2.125
Ultrawideband Tomographic Imaging in Multipath-Rich Environment25
Simulating 0.4–2.5 GHz Brightness Temperatures of the Ross Ice Shelf, Antarctica25
DNN With Similarity Constraint for GEO SA-BSAR Moving Target Imaging25
DL-Based Clutter Removal in Migrated GPR Data for Detection of Buried Target25
Extended Particle Weak-form-based Neural Networks for Seismic Modeling25
Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth25
How Does the Management Paradigm Contain Wildfire Over Southwest China? Evidence From Remote Sensing Observation25
Swin-CFNet: An Attempt at Fine-Grained Urban Green Space Classification Using Swin Transformer and Convolutional Neural Network25
Multilevel Reweighted Sparse Hyperspectral Unmixing Using Superpixel Segmentation and Particle Swarm Optimization25
Automatic Lunar Crater Detection Based on DEM Data Using a Max Curvature Detection Method25
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data25
Performance Simulation of SmallSat SAR Persistent Scatterer Interferometry With Deteriorated Images25
High-Precision ISAR Method for Nonlinear Rotating Targets: Imaging for Drones25
GAN-Based Semisupervised Scene Classification of Remote Sensing Image25
UNMamba: Cascaded Spatial–Spectral Mamba for Blind Hyperspectral Unmixing25
Feature Super-Resolution Fusion With Cross-Scale Distillation for Small-Object Detection in Optical Remote Sensing Images25
Seismic Reconstruction Based on Data Fitting With the l 1-Norm in the Presence of Abnormal Values25
Spatial Dynamic Selection Network for Remote-Sensing Image Fusion25
Improved Moving Target Imaging Method for a Multichannel HRWS SAR System24
SCNet: A Lightweight and Efficient Object Detection Network for Remote Sensing24
Ambiguity Function Analysis and Optimization of Coherent FDA Radar24
IEEE Geoscience and Remote Sensing Letters Institutional Listings24
Multiangle Asymmetric Coplanar Analysis for 3-D Wind Retrieval Using HAPS-Borne Phased Array Weather Radar24
Deep Learning-Based Intelligent Post-Bushfire Detection Using UAVs24
Construction of Digital Elevation Models on the Intertidal Flats Using TanDEM-X Bistatic Observations24
Unambiguous Doppler Extension for FMCW Radar via Poisson Disk Sampling24
Quartic Riemannian Trust Region Algorithm for Cognitive Radar Ambiguity Function Shaping24
The Second-Order Synchrosqueezing Continuous Wavelet Transform and Its Application in the High-Speed-Train Induced Seismic Signal24
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