IEEE Geoscience and Remote Sensing Letters

Papers
(The TQCC of IEEE Geoscience and Remote Sensing Letters is 8. 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 2021-07-01 to 2025-07-01.)
ArticleCitations
A Deep Learning Method for Ocean Front Extraction in Remote Sensing Imagery560
Multifeature GNSS-R Snow Depth Retrieval Using GA-BP Neural Network256
Distilled Heterogeneous Feature Alignment Network for SAR Image Semantic Segmentation187
Using SAOCOM Data and Bayesian Inference to Estimate Soil Dielectric Constant in Agricultural Soils181
A Robust Descriptor Based on Modality-Independent Neighborhood Information for Optical-SAR Image Matching150
An Improved Method for Estimating Clumping Index by Digital Hemispheric Photography With Field Measurements146
Gaussian Aware Anchor-Free Rotated Detector for Aerial Object Detection134
Feasibility of Retrieving Land Surface Temperature From ECOSTRESS Data Using Split-Window Algorithms113
Probability Hypothesis Density Correlation Filter for Infrared Small Target Tracking112
The Rayleigh Generalized Autoregressive Score Model for SAR Data Interpretation106
Investigating the Association of Seasonal Dynamics in GEDI Canopy Cover Profiles and Sentinel-1 Backscatter in Temperate Forests103
Enhanced Spectral–Spatial Fusion Network for Multispectral Object Detection in Ground-Aerial Images102
An Optimization Approach for Hourly Ozone Simulation: A Case Study in Chongqing, China100
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images99
Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data99
First-Order Sea Clutter Suppression for High-Frequency Surface Wave Radar Using Orthogonal Projection in Spatial–Temporal Domain91
Multidimensional Attention Learning for VHR Remote Sensing Imagery Recognition91
Elastic Wave Vector Decomposition for Common-Shot Multicomponent Data Using Pure Wave Equation in Transversely Isotropic Media89
A Method Based on Equivalent Measurement of Radiation Fields for Coded-Aperture Imaging With System Errors89
Deep Multiscale Fine-Grained Hashing for Remote Sensing Cross-Modal Retrieval88
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification88
Band Selection Using Dilation Distances87
Unsupervised Ship Detection in SAR Images Using Superpixels and CSPNet87
MD-NeRF: Enhancing Large-Scale Scene Rendering and Synthesis With Hybrid Point Sampling and Adaptive Scene Decomposition83
Toward Efficient and Accurate Remote Sensing Image–Text Retrieval With a Coarse-to-Fine Approach82
Nonlocal Multiscale Single Image Statistics From Sentinel-1 SAR Data for High Resolution Bitemporal Forest Wind Damage Detection82
On the Application of AERONET-OC Multispectral Data to Assess Satellite-Derived Hyperspectral R rs82
Efficient End-to-End Diffusion Model for One-Step SAR-to-Optical Translation80
A Method for Downscaling Satellite Soil Moisture Based on Land Surface Temperature and Net Surface Shortwave Radiation77
A Superpixel-Correlation-Based Multiview Approach for Hyperspectral Image Classification76
The Optimal Deployment of Ground Samples: Whether Spatial Heterogeneity Is Dominated by Randomness or Structure Factors?76
GNSS Pseudo Interference Reflectometry for Ground-Based Soil Moisture Remote Sensing: Theory and Simulations74
TransGA-Net: Integration Transformer With Gradient-Aware Feature Aggregation for Accurate Cloud Detection in Remote Sensing Imagery73
Fast Sparse Aperture ISAR Imaging for Maneuvering Target by CZT- and NCS-Based Approximated Observation Model72
A Semi-Empirical Threshold Model for Oil Spill Detection by Analyzing Microwave Backscatter of Ocean Surface From Sentinel-1 C-Band SAR Data72
Enhanced Through-the-Wall Radar Imaging Based on Deep Layer Aggregation72
Alpine Snowpack Refractive Index Retrieval Based on Tomograms Distortion Calculation67
Shipborne ZTD Retrieval With a Low-Cost GNSS Receiver66
Moving Object Tracking via 3-D Total Variation in Remote-Sensing Videos62
An Improved Real-Time Echo Separation Processing Scheme in Intermediate Frequency Domain62
MT-GAN: A Multitask GAN for Severe Convective Weather Nowcasting61
Endorheic Waterbodies Delineation From Remote Sensing as a Tool for Immersed Surface Topography61
Global-Margin Uncertainty and Collaborative Sampling for Active Learning in Complex Aerial Images Object Detection60
Collaborative Label Propagation-Based Semisupervised Linear Discriminant Analysis for Hyperspectral Images60
PS-ESD: Persistent Scatterer-Based Enhanced Spectral Diversity Approach for Time-Series Sentinel-1 TOPS Data Co-Registration59
Component Interpretation for SAR Target Images Based on Deep Generative Model58
Estimating Land Surface All-Wave Daily Net Radiation From VIIRS Top-of-Atmosphere Data58
Semi-automatic Extraction of Rural Roads From High-Resolution Remote Sensing Images Based on a Multifeature Combination58
End-to-End Multilevel Hybrid Attention Framework for Hyperspectral Image Classification57
Modified ERMA With Generalized Resampling for Maneuvering Highly Squinted TOPS SAR56
Spatiotemporal Synergistic Ensemble Deep Learning Method and Its Application to S-Wave Velocity Prediction55
A Novel Image Registration Algorithm Using Wavelet Transform and Matrix-Multiply Discrete Fourier Transform55
Change Type Recognition for SAR Images Using Statistical Bidirectional LSTM Network With Few Labeled Samples53
Multisynchrosqueezing Generalized S-Transform and Its Application in Tight Sandstone Gas Reservoir Identification53
Large-Gradient Interferometric Phase Unwrapping Over Coal Mining Areas Assisted by a 2-D Elliptical Gaussian Function53
Generation of Turbidite Probability Scenarios Using Geostatistical Methods53
Novel Multiscale Decision Fusion Approach to Unsupervised Change Detection for High-Resolution Images53
Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization52
Dimension Compressed CFAR for Massive MIMO Radar50
Tracking Moving Ships Using Distributed Acoustic Sensing Data49
SAR-3DTR: A Novel Feature Hybrid Transformer Network for End-to-End 3-D Target Reconstruction From SAR Images49
Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images49
TE/TM Pattern Recognition Based on Convolutional Neural Network49
Forest Height Estimation With TanDEM-X SAR and InSAR Features Using Deep Learning48
Sea Surface Temperature Forecasting With Ensemble of Stacked Deep Neural Networks47
Simultaneous Estimation of Land Surface and Atmospheric Parameters From Thermal Hyperspectral Data Using a LSTM–CNN Combined Deep Neural Network46
MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation46
Stage 1 Validation of Plant Area Index From the Global Ecosystem Dynamics Investigation46
Adaptive Detectors for Colocated MIMO Radar With Training Data45
Recovering Bathymetry From Satellite Altimetry-Derived Gravity by Fully Connected Deep Neural Network45
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution45
An Entropy-Driven Clustering and Semantic Association Framework for Cross-Domain Few-Shot Hyperspectral Image Classification45
IFTSDNet: An Interact-Feature Transformer Network With Spatial Detail Enhancement Module for Change Detection44
AF-DCDU-Net: An Approach for ISAR Autofocus Imaging via Deep Convolution and Deep Unfolding Net44
Mining Area Ground Fissure Identification Method Based on AR-SE-ResUNet44
Visible and Infrared Object Tracking via Convolution-Transformer Network With Joint Multimodal Feature Learning44
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection43
Scattering Power Decomposition Based on PolInSAR Images and Sparse Representation43
Satellite Image Target Super-Resolution With Adversarial Shape Discriminator43
MBSSNet: A Mamba-Based Joint Semantic Segmentation Network for Optical and SAR Images43
Amplitude-Preserving 3-D TV Regularization for Seismic Random Noise Attenuation43
Enhance Tensor RPCA-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection43
DiFormer: A Difference Transformer Network for Remote Sensing Change Detection43
Learning-Based Profiling of Buried Elliptical-Cylindrical Objects43
Surface Suspended Particulate Matter Flux in the Northern Gulf of Mexico From Satellite Observations42
Personnel Search and Rescue Detector Based on Reconfigurable FPGA Accelerator: A Lightweight Multi-Scale Parallel Drone-Mounted Detector42
Deep Feature Reconstruction Learning for Open-Set Classification of Remote-Sensing Imagery42
Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements41
Generation of High-Quality Spaceborne Interrupted FMCW SAR Images via Singular Value Threshold-Based Matrix Completion41
Dual-View Structural Similarity Subspace Clustering for Hyperspectral Band Selection41
BSFormer: Transformer-Based Reconstruction Network for Hyperspectral Band Selection41
SOLSTM: Multisource Information Fusion Semantic Segmentation Network Based on SAR-OPT Matching Attention and Long Short-Term Memory Network41
Self-Supervised SAR Despeckling Powered by Implicit Deep Denoiser Prior41
Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection40
Dynamic Bilinear Fusion Network for Synthetic Aperture Radar Image Change Detection40
SRD-NET for Ground Crack Detection in Coal Mines Using UAV Images39
DGMR: Diffusion Guided Masked Reconstruction Framework for Multimodal Cloud Removal39
Semi-Supervised Semantic Segmentation of Remote Sensing Images With Iterative Contrastive Network39
Forest-CD: Forest Change Detection Network Based on VHR Images39
An SAR Target Detector Based on Gradient Harmonized Mechanism and Attention Mechanism38
Infrared Small Target Detection Based on Background Estimation and Scale Fusion38
Suppression of Range Ambiguity in Spaceborne SAR With Elevation Beam Pattern Mask Design38
A Deep Learning-Based Moving Target Detection Method by Combining Spatiotemporal Information for ViSAR38
Emitter Localization System Based on a Synthetic Aperture Map Drift Technique Aided by an Interferometer38
Estimating Signal-to-Clutter Ratio of InSAR Corner Reflectors From SAR Time Series38
Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification38
A Simple Method for Near-Real-Time Monthly Nighttime Light Image Production38
Learning to Reduce Information Bottleneck for Object Detection in Aerial Images37
A Novel Ground-Based Cloud Image Segmentation Method by Using Deep Transfer Learning37
Frequency-Aware Contextual Feature Pyramid Network for Infrared Small-Target Detection37
A Convolutional Autoencoder Method for Simultaneous Seismic Data Reconstruction and Denoising37
MsanlfNet: Semantic Segmentation Network With Multiscale Attention and Nonlocal Filters for High-Resolution Remote Sensing Images37
An Open-Set Domain Adaptation Framework for Hyperspectral Image Classification With Pixel-Aware Weighting and Decoupled Alignment37
A Method to Decompose Airborne LiDAR Bathymetric Waveform in Very Shallow Waters Combining Deconvolution With Curve Fitting36
UTFNet: Uncertainty-Guided Trustworthy Fusion Network for RGB-Thermal Semantic Segmentation36
Adversarial Learning for Knowledge Adaptation From Multiple Remote Sensing Sources36
DIP-MoG: Non-i.i.d. Seismic Noise Attenuation Using Mixture of Gaussians Noise Model and Deep Image Prior36
How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests36
Polarimetric Semivariogram-Based Spatial Scale Selection for PolSAR Image Segmentation With Mean-Shift Algorithm36
Multiscale Super Token Transformer for Hyperspectral Image Classification35
Multiscale Deformable DenseNet for Wetland Mapping Using Hyperspectral Images35
Multiview Feature-Based Sea Surface Small Target Detection in Short Observation Time35
A Low Coupling and Lightweight Algorithm for Ship Detection in Optical Remote Sensing Images35
First Demonstration of Using Signal Processing Approach to Suppress Signal Ringing in Impulse UWB Through-Wall Radar35
Generalized Ambiguity Function for FDA Radar Joint Range, Angle and Doppler Resolution Evaluation35
A Deep Learning-Based GPR Forward Solver for Predicting B-Scans of Subsurface Objects34
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images34
TechRxiv: Share Your Preprint Research with the World!34
Multimodal Feature Disentangle-Fusion Network for Hyperspectral and LiDAR Data Classification34
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection34
An Assessment of the Applicability of Three Reanalysis Snow Density Datasets Over China Using Ground Observations34
Soil Moisture Retrieval Over Bare Soil Surface From Single-Polarization SAR Data by Combining Neighborhood Pixels34
New Insights Into Wideband Synthetic Aperture Radar Interferometry34
A False Alarm Controllable Detection Method Based on CNN for Sea-Surface Small Targets34
SOD-YOLOv10: Small Object Detection in Remote Sensing Images Based on YOLOv1034
SAR Despeckling Using a Denoising Diffusion Probabilistic Model34
Dynamic Cascade Query Selection for Oriented Object Detection34
IEEE Geoscience and Remote Sensing Letters Institutional Listings33
Continual Learning Approach for Remote Sensing Scene Classification33
A Robust Source Wavelet Phase Inversion Method Based on Correlation Norm Waveform Inversion33
IEEE Access Become a published author in 4 to 6 weeks33
Multigranularity-Aware Network for SAR Ship Detection in Complex Backgrounds33
Time-Series InSAR Dynamic Analysis With Robust Sequential Adjustment33
Infrared Small Target Detection Using Local Feature-Based Density Peaks Searching33
Superresolution Land Cover Mapping Using a Generative Adversarial Network33
A Self-Adaptive Denoising Algorithm Based on Genetic Algorithm for Photon-Counting Lidar Data33
Dual-Complementary Convolution Network for Remote-Sensing Image Denoising32
Orientation-Aware Feature Fusion Network for Ship Detection in SAR Images32
Sparsity-Promoting Weighted Radon Preconditioning for Land Waveform Inversion32
EDDA-ConvLSTM: Encoder-Decoder Dual Attention ConvLSTM for Moroccan Coastal Sea Surface Temperature Prediction32
Diff-DEM: A Diffusion Probabilistic Approach to Digital Elevation Model Void Filling32
Enhancing Mid–Low-Resolution Ship Detection With High-Resolution Feature Distillation32
Hyperspectral Anomaly Detection Based on Graph Regularized Variational Autoencoder32
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale32
A Semisupervised Convolution Neural Network for Partial Unlabeled Remote-Sensing Image Segmentation32
Adaptive Coherent Detection in Compound-Gaussian Clutter With Nakagami-Distributed Texture31
The Environmental Story During the COVID-19 Lockdown: How Human Activities Affect PM2.5 Concentration in China?31
Radar Target Detection in Heterogeneous Environment Based on HPD Manifold Clustering31
A Fast Omega-K Algorithm for Near-Field 3-D Imaging of MIMO Synthetic Aperture Radar Data31
DL-Based Clutter Removal in Migrated GPR Data for Detection of Buried Target31
Updates of Microwave Humidity Sounder From FengYun-3A to 3F Satellites31
Neighborhood Difference-Based Self-Supervised Network for Detecting Small Changes From Synthetic Aperture Radar Images31
Adaptive Wavelet Threshold Denoising for Bathymetric Laser Full-Waveforms With Weak Bottom Returns31
Surface-Water-Level Changes During 2003–2019 in Australia Revealed by ICESat/ICESat-2 Altimetry and Landsat Imagery31
Resolution Enhancement of Electrical Resistivity Tomography Based on Deep Learning31
A Full-Link Simulation Method for Satellite Single-Photon LiDARs30
Contrast Source Inversion-Based Multilayered Object Analysis for Terahertz Wave Imaging30
A Deep Learning Method Integrating Multisource Data for ECMWF Forecasting Products Correction30
2-D Lunar Microwave Radiance Observations From the NOAA-20 ATMS30
Signatures of Small Boats With TerraSAR-X Staring Spotlight Data30
Improved DBSCAN for Infrared Cluster Small Target Detection30
Azimuth Ambiguity Suppression for SAR via Variable PRF and Complex Image Deconvolution30
AgF²Net: Attention-Guided Feature Fusion Network for Multitemporal Hyperspectral Image Change Detection30
Simulations of Dual Electrical Source-Based SNMR for Deep Water in Urban Environments30
Phenology of Phytoplankton Size Classes in the Arabian Sea30
Adaptive Multilevel Fusion Refinement Network for Object Detection in Remote Sensing Images30
Attention Prompt-Driven Source-Free Adaptation for Remote Sensing Images Semantic Segmentation30
Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks30
Weighted Sparse Graph Regularization for Spectral–Spatial Classification of Hyperspectral Images30
Radar Target Detection With Multi-Task Learning in Heterogeneous Environment30
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 Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm29
Spectral Reweighting and Spectral Similarity Weighting for Sparse Hyperspectral Unmixing29
High-Precision Intelligence Denoising of Potential Field Data Based on RevU-Net29
FDTD Medium Dimension Selection Guidelines for GPR Synthetic Data Generation29
Temperature and Water Vapor Channel Selection of FY-3E HIRAS II for Application in Numerical Weather Prediction29
Enhancing Infrared Small Target Detection Using Learnable Graph-Attention and Heat Equation Techniques29
Hierarchical Information Enhancing Detector for Remotely Sensed Object Detection29
A Novel Three-Dimension Imaging Algorithm Based on Trajectory Association of ISAR Image Sequence29
Round Trip Times Versus the Range of the Radargram Maxima of an Air-Coupled Bistatic GPR: Modeling and Fitting by a Hyperbola29
Unsupervised Domain Adaption on Category Level by Pseudo-Label for Radar Target Detection29
Equivariant Attention Graph Capsule Network for Remote Sensing Scene Recognition29
Deformation Retrieval Using the Spatially Constrained MTInSAR Method29
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network29
CycleGAN-Based Clutter Suppression and Pipeline Positioning Method for GPR Image29
Automatic Lunar Crater Detection Based on DEM Data Using a Max Curvature Detection Method28
Ultrawideband Tomographic Imaging in Multipath-Rich Environment28
Spatial Dynamic Selection Network for Remote-Sensing Image Fusion28
Simulating 0.4–2.5 GHz Brightness Temperatures of the Ross Ice Shelf, Antarctica28
Multilevel Reweighted Sparse Hyperspectral Unmixing Using Superpixel Segmentation and Particle Swarm Optimization28
A Novel Unsupervised Object-Level Crop Rotation Detection With Time-Series Dual-Polarimetric SAR Data28
Feature Super-Resolution Fusion With Cross-Scale Distillation for Small-Object Detection in Optical Remote Sensing Images28
UNMamba: Cascaded Spatial–Spectral Mamba for Blind Hyperspectral Unmixing27
InSAR Phase Unwrapping by Deep Learning Based on Gradient Information Fusion27
Frequency-Shifting-Based B2D-DCT-PCA for Handheld Landmine Detection Using GPR Data27
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
Global in Local: A Convolutional Transformer for SAR ATR FSL27
OMIRD: Orientated Modality Independent Region Descriptor for Optical-to-SAR Image Matching27
Seismic Reconstruction Based on Data Fitting With the l 1-Norm in the Presence of Abnormal Values27
Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth27
Extended Particle Weak-Form-Based Neural Networks for Seismic Modeling27
A Fast Diffraction Tomography Algorithm for 3-D Through-the-Wall Radar Imaging Using Nonuniform Fast Fourier Transform27
Discrepant Bi-Directional Interaction Fusion Network for Hyperspectral and LiDAR Data Classification27
GAN-Based Semisupervised Scene Classification of Remote Sensing Image27
Performance Simulation of SmallSat SAR Persistent Scatterer Interferometry With Deteriorated Images27
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing27
A Novel ISAR Imaging Approach for Moving Targets Utilizing Joint Particle Swarm Optimization and Time Polynomial Rescaling-Nonuniform FFT27
Domain-Adaptive HRRP Generation Using Two-Stage Denoising Diffusion Probability Model27
Adaptive Superpixel-Level CFAR Detector for SAR Inshore Dense Ship Detection27
High-Precision ISAR Method for Nonlinear Rotating Targets: Imaging for Drones27
A ViT-Based Multiscale Feature Fusion Approach for Remote Sensing Image Segmentation26
RoadCT: A Hybrid CNN-Transformer Network for Road Extraction From Satellite Imagery26
Role of Visible Spectroscopy in Bio-Optical Characterization of Coastal Waters26
Anomaly Detection in Nonstationary Videos Using Time-Recursive Differencing Network-Based Prediction26
NASA’s Black Marble Multiangle Nighttime Lights Temporal Composites26
Shape Embedding and Knowledge Mining Network for Generalized Few-Shot Remote Sensing Segmentation26
Detecting and Removing Phase Jitters for the Phase Synchronization of LT-1 Bistatic SAR26
HMF-Former: Spatio-Spectral Transformer for Hyperspectral and Multispectral Image Fusion26
Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification26
Mini-UAV Movement Classification Based on Sparse Decomposition of Micro-Doppler Signature26
Construction of Digital Elevation Models on the Intertidal Flats Using TanDEM-X Bistatic Observations26
Superresolution Radar Imaging via Peak Search and Compressed Sensing26
Time-Domain Notch Filtering Method for Pulse RFI Mitigation in Synthetic Aperture Radar26
Landsat LST Product Gap Filling Using the Multiple Features Ensemble Learning Model Caused by the Missing Emissivity Dataset26
Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification26
Solar Panels Segmentation in Remote Sensing Data Using Segment Anything Models 2 and 2.126
An Automatic Cloud Detection Neural Network for High-Resolution Remote Sensing Imagery With Cloud–Snow Coexistence26
How Does the Management Paradigm Contain Wildfire Over Southwest China? Evidence From Remote Sensing Observation26
MMPC-Net: Multigranularity and Multiscale Progressive Contrastive Learning Neural Network for Remote Sensing Image Scene Classification26
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data25
Ice-Unet: A Very High-Resolution UAV-Optimized Deep Learning Model for Sea Ice Classification25
Oceanic Eddy Identification Using Pyramid Split Attention U-Net With Remote Sensing Imagery25
Optical-to-SAR Image Matching Using Multiscale Masked Structure Features25
Transformer for EI Niño-Southern Oscillation Prediction25
Improved Point Estimation for the Rayleigh Regression Model25
DNN With Similarity Constraint for GEO SA-BSAR Moving Target Imaging25
Multitarget Barrage Jamming Against Azimuth Multichannel HRWS SAR via Phase Errors Modulation of Transmitted Signal25
Selection of Augmented Data for Overcoming the Imbalance Problem in Facies Classification25
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