IEEE Geoscience and Remote Sensing Letters

Papers
(The TQCC of IEEE Geoscience and Remote Sensing Letters is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-01-01 to 2026-01-01.)
ArticleCitations
Using SAOCOM Data and Bayesian Inference to Estimate Soil Dielectric Constant in Agricultural Soils719
A Robust Descriptor Based on Modality-Independent Neighborhood Information for Optical-SAR Image Matching242
Investigating the Association of Seasonal Dynamics in GEDI Canopy Cover Profiles and Sentinel-1 Backscatter in Temperate Forests208
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification198
Nonlocal Multiscale Single Image Statistics From Sentinel-1 SAR Data for High Resolution Bitemporal Forest Wind Damage Detection191
The Optimal Deployment of Ground Samples: Whether Spatial Heterogeneity Is Dominated by Randomness or Structure Factors?178
A Method for Downscaling Satellite Soil Moisture Based on Land Surface Temperature and Net Surface Shortwave Radiation178
Shipborne ZTD Retrieval With a Low-Cost GNSS Receiver160
Endorheic Waterbodies Delineation From Remote Sensing as a Tool for Immersed Surface Topography154
Semi-automatic Extraction of Rural Roads From High-Resolution Remote Sensing Images Based on a Multifeature Combination141
Spatiotemporal Synergistic Ensemble Deep Learning Method and Its Application to S-Wave Velocity Prediction133
Novel Multiscale Decision Fusion Approach to Unsupervised Change Detection for High-Resolution Images132
Change Type Recognition for SAR Images Using Statistical Bidirectional LSTM Network With Few Labeled Samples131
Estimating Land Surface All-Wave Daily Net Radiation From VIIRS Top-of-Atmosphere Data129
Mining Area Ground Fissure Identification Method Based on AR-SE-ResUNet128
A Semi-Empirical Threshold Model for Oil Spill Detection by Analyzing Microwave Backscatter of Ocean Surface From Sentinel-1 C-Band SAR Data125
End-to-End Multilevel Hybrid Attention Framework for Hyperspectral Image Classification107
IFTSDNet: An Interact-Feature Transformer Network With Spatial Detail Enhancement Module for Change Detection103
A Method to Decompose Airborne LiDAR Bathymetric Waveform in Very Shallow Waters Combining Deconvolution With Curve Fitting100
MT-GAN: A Multitask GAN for Severe Convective Weather Nowcasting99
Sequence-Aware Reanalysis Encoding for Typhoon Wind Speed Estimation98
Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements97
An Improved Method for Estimating Clumping Index by Digital Hemispheric Photography With Field Measurements94
A Low Coupling and Lightweight Algorithm for Ship Detection in Optical Remote Sensing Images93
Soil Moisture Retrieval Over Bare Soil Surface From Single-Polarization SAR Data by Combining Neighborhood Pixels93
Generation of High-Quality Spaceborne Interrupted FMCW SAR Images via Singular Value Threshold-Based Matrix Completion91
MsanlfNet: Semantic Segmentation Network With Multiscale Attention and Nonlocal Filters for High-Resolution Remote Sensing Images89
TFFNet: Transform Fusion Fuzzy Network for Multimodal Remote Sensing Classification88
SFBDA: A Semantic-Decoupled Data Augmentation Framework for Infrared Few-Shot Object Detection on UAVs86
Efficient End-to-End Diffusion Model for One-Step SAR-to-Optical Translation86
Forest-CD: Forest Change Detection Network Based on VHR Images80
An Adaptive Sea Surface Target Detection Method Based on Amplitude Scaling76
Multisynchrosqueezing Generalized S-Transform and Its Application in Tight Sandstone Gas Reservoir Identification74
Multifeature GNSS-R Snow Depth Retrieval Using GA-BP Neural Network73
Self-Supervised SAR Despeckling Powered by Implicit Deep Denoiser Prior73
PS-ESD: Persistent Scatterer-Based Enhanced Spectral Diversity Approach for Time-Series Sentinel-1 TOPS Data Co-Registration70
Road Extraction via the Complementary Relationship Between Architectural and Nonarchitectural Areas69
Large-Gradient Interferometric Phase Unwrapping Over Coal Mining Areas Assisted by a 2-D Elliptical Gaussian Function69
A Deep Learning Method for Ocean Front Extraction in Remote Sensing Imagery68
Enhance Tensor RPCA-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection68
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution68
MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation67
TinyRS-R1: Compact Vision Language Model for Remote Sensing67
An Assessment of the Applicability of Three Reanalysis Snow Density Datasets Over China Using Ground Observations66
Seismic Denoising via Multiround SCU-Net65
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images65
Dual-View Structural Similarity Subspace Clustering for Hyperspectral Band Selection64
Visible and Infrared Object Tracking via Convolution-Transformer Network With Joint Multimodal Feature Learning64
Multidimensional Attention Learning for VHR Remote Sensing Imagery Recognition62
BSFormer: Transformer-Based Reconstruction Network for Hyperspectral Band Selection61
Deep Feature Reconstruction Learning for Open-Set Classification of Remote-Sensing Imagery61
MBSSNet: A Mamba-Based Joint Semantic Segmentation Network for Optical and SAR Images60
Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification60
DGMR: Diffusion Guided Masked Reconstruction Framework for Multimodal Cloud Removal60
TransGA-Net: Integration Transformer With Gradient-Aware Feature Aggregation for Accurate Cloud Detection in Remote Sensing Imagery59
Multiscale Deformable DenseNet for Wetland Mapping Using Hyperspectral Images58
Satellite Image Target Super-Resolution With Adversarial Shape Discriminator58
Deep Multiscale Fine-Grained Hashing for Remote Sensing Cross-Modal Retrieval55
An Entropy-Driven Clustering and Semantic Association Framework for Cross-Domain Few-Shot Hyperspectral Image Classification55
Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data55
An Open-Set Domain Adaptation Framework for Hyperspectral Image Classification With Pixel-Aware Weighting and Decoupled Alignment55
Simultaneous Estimation of Land Surface and Atmospheric Parameters From Thermal Hyperspectral Data Using a LSTM–CNN Combined Deep Neural Network55
Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization53
Enhanced Spectral–Spatial Fusion Network for Multispectral Object Detection in Ground-Aerial Images53
Band Selection Using Dilation Distances53
On the Application of AERONET-OC Multispectral Data to Assess Satellite-Derived Hyperspectral R rs52
SRD-NET for Ground Crack Detection in Coal Mines Using UAV Images52
Dynamic Cascade Query Selection for Oriented Object Detection52
Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection52
Semi-Supervised Semantic Segmentation of Remote Sensing Images With Iterative Contrastive Network51
MD-NeRF: Enhancing Large-Scale Scene Rendering and Synthesis With Hybrid Point Sampling and Adaptive Scene Decomposition51
Global-Margin Uncertainty and Collaborative Sampling for Active Learning in Complex Aerial Images Object Detection51
Toward Efficient and Accurate Remote Sensing Image–Text Retrieval With a Coarse-to-Fine Approach51
Collaborative Label Propagation-Based Semisupervised Linear Discriminant Analysis for Hyperspectral Images51
Gaussian Aware Anchor-Free Rotated Detector for Aerial Object Detection51
OSRNet: A One-Step Learned Spatial Redistribution Convolutional Neural Network for Satellite SIF Downscaling50
Surface Suspended Particulate Matter Flux in the Northern Gulf of Mexico From Satellite Observations50
An Improved Real-Time Echo Separation Processing Scheme in Intermediate Frequency Domain49
Alpine Snowpack Refractive Index Retrieval Based on Tomograms Distortion Calculation49
Scattering Power Decomposition Based on PolInSAR Images and Sparse Representation49
First-Order Sea Clutter Suppression for High-Frequency Surface Wave Radar Using Orthogonal Projection in Spatial–Temporal Domain48
Fast Sparse Aperture ISAR Imaging for Maneuvering Target by CZT- and NCS-Based Approximated Observation Model48
Modified ERMA With Generalized Resampling for Maneuvering Highly Squinted TOPS SAR48
Dimension Compressed CFAR for Massive MIMO Radar48
Distilled Heterogeneous Feature Alignment Network for SAR Image Semantic Segmentation47
AF-DCDU-Net: An Approach for ISAR Autofocus Imaging via Deep Convolution and Deep Unfolding Net47
Forest Height Estimation With TanDEM-X SAR and InSAR Features Using Deep Learning47
Adaptive Detectors for Colocated MIMO Radar With Training Data47
Emitter Localization System Based on a Synthetic Aperture Map Drift Technique Aided by an Interferometer46
Estimating Signal-to-Clutter Ratio of InSAR Corner Reflectors From SAR Time Series46
A Deep Learning-Based Moving Target Detection Method by Combining Spatiotemporal Information for ViSAR46
The Rayleigh Generalized Autoregressive Score Model for SAR Data Interpretation46
Enhanced Through-the-Wall Radar Imaging Based on Deep Layer Aggregation46
New Insights Into Wideband Synthetic Aperture Radar Interferometry45
A False Alarm Controllable Detection Method Based on CNN for Sea-Surface Small Targets45
An SAR Target Detector Based on Gradient Harmonized Mechanism and Attention Mechanism44
Suppression of Range Ambiguity in Spaceborne SAR With Elevation Beam Pattern Mask Design44
First Demonstration of Using Signal Processing Approach to Suppress Signal Ringing in Impulse UWB Through-Wall Radar44
A Deep Learning-Based GPR Forward Solver for Predicting B-Scans of Subsurface Objects44
Moving Object Tracking via 3-D Total Variation in Remote-Sensing Videos43
Learning to Reduce Information Bottleneck for Object Detection in Aerial Images43
A Method Based on Equivalent Measurement of Radiation Fields for Coded-Aperture Imaging With System Errors43
Dynamic Bilinear Fusion Network for Synthetic Aperture Radar Image Change Detection43
Personnel Search and Rescue Detector Based on Reconfigurable FPGA Accelerator: A Lightweight Multi-Scale Parallel Drone-Mounted Detector42
GNSS Pseudo Interference Reflectometry for Ground-Based Soil Moisture Remote Sensing: Theory and Simulations42
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection42
Probability Hypothesis Density Correlation Filter for Infrared Small Target Tracking42
Infrared Small Target Detection Based on Background Estimation and Scale Fusion42
Amplitude-Preserving 3-D TV Regularization for Seismic Random Noise Attenuation42
A Superpixel-Correlation-Based Multiview Approach for Hyperspectral Image Classification42
Enhanced RSVQA Insight Through Synergistic Visual-Linguistic Attention Models42
A Novel Image Registration Algorithm Using Wavelet Transform and Matrix-Multiply Discrete Fourier Transform42
A Convolutional Autoencoder Method for Simultaneous Seismic Data Reconstruction and Denoising42
Unsupervised Ship Detection in SAR Images Using Superpixels and CSPNet42
Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images41
How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests41
A Simple Method for Near-Real-Time Monthly Nighttime Light Image Production40
Elastic Wave Vector Decomposition for Common-Shot Multicomponent Data Using Pure Wave Equation in Transversely Isotropic Media40
Feasibility of Retrieving Land Surface Temperature From ECOSTRESS Data Using Split-Window Algorithms40
TE/TM Pattern Recognition Based on Convolutional Neural Network40
Learning-Based Profiling of Buried Elliptical-Cylindrical Objects40
UTFNet: Uncertainty-Guided Trustworthy Fusion Network for RGB-Thermal Semantic Segmentation40
A Novel Ground-Based Cloud Image Segmentation Method by Using Deep Transfer Learning40
DIP-MoG: Non-i.i.d. Seismic Noise Attenuation Using Mixture of Gaussians Noise Model and Deep Image Prior40
SOLSTM: Multisource Information Fusion Semantic Segmentation Network Based on SAR-OPT Matching Attention and Long Short-Term Memory Network39
Sea Surface Temperature Forecasting With Ensemble of Stacked Deep Neural Networks39
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images39
Frequency-Aware Contextual Feature Pyramid Network for Infrared Small-Target Detection39
Multimodal Feature Disentangle-Fusion Network for Hyperspectral and LiDAR Data Classification39
Generalized Ambiguity Function for FDA Radar Joint Range, Angle and Doppler Resolution Evaluation38
Recovering Bathymetry From Satellite Altimetry-Derived Gravity by Fully Connected Deep Neural Network38
Multiscale Super Token Transformer for Hyperspectral Image Classification38
SOD-YOLOv10: Small Object Detection in Remote Sensing Images Based on YOLOv1038
SAR-3DTR: A Novel Feature Hybrid Transformer Network for End-to-End 3-D Target Reconstruction From SAR Images38
Tracking Moving Ships Using Distributed Acoustic Sensing Data38
Stage 1 Validation of Plant Area Index From the Global Ecosystem Dynamics Investigation38
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection37
Optical-to-SAR Image Matching Using Multiscale Masked Structure Features37
Self-Supervised SAR Despeckling by Integrating Denoiser Prior With Attributed Scattering Center37
XSNet: Lightweight Object Detection Model Using X-Shaped Architecture in Remote Sensing Images37
A ViT-Based Multiscale Feature Fusion Approach for Remote Sensing Image Segmentation37
SAR Despeckling Using a Denoising Diffusion Probabilistic Model37
Shape Embedding and Knowledge Mining Network for Generalized Few-Shot Remote Sensing Segmentation37
DiFormer: A Difference Transformer Network for Remote Sensing Change Detection37
A Multiarc Adjustment Method for Interferometric Synthetic Aperture Radar Time-Series Analysis37
Multilevel Reweighted Sparse Hyperspectral Unmixing Using Superpixel Segmentation and Particle Swarm Optimization37
A Unified Framework for Bridging the Data Gap Between GRACE/GRACE-FO for Both Greenland and Antarctica37
A Novel Approach of Frequency-Dependent Seismic Elastic Parameters Inversion for Fluid Prediction at Thin Sandstone Reservoirs37
Shape-Adaptive High-Order Tensor Decomposition for Hyperspectral Feature Extraction37
Transformer for EI Niño-Southern Oscillation Prediction37
Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth36
Swin-CFNet: An Attempt at Fine-Grained Urban Green Space Classification Using Swin Transformer and Convolutional Neural Network36
The Spatiotemporal and Frequency-Domain Learning Framework for Moving Object Detection in Satellite Video36
Seismic Reconstruction Based on Data Fitting With the l 1 -Norm in the Presence of Abnormal Values36
An Automatic Cloud Detection Neural Network for High-Resolution Remote Sensing Imagery With Cloud–Snow Coexistence36
Superresolution Land Cover Mapping Using a Generative Adversarial Network36
Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification36
Attention Prompt-Driven Source-Free Adaptation for Remote Sensing Images Semantic Segmentation36
A Fast Diffraction Tomography Algorithm for 3-D Through-the-Wall Radar Imaging Using Nonuniform Fast Fourier Transform36
Hierarchical Information Enhancing Detector for Remotely Sensed Object Detection36
NASA’s Black Marble Multiangle Nighttime Lights Temporal Composites36
Feature Super-Resolution Fusion With Cross-Scale Distillation for Small-Object Detection in Optical Remote Sensing Images36
Adaptive Multilevel Fusion Refinement Network for Object Detection in Remote Sensing Images36
Application of Point Spread Function in Tunnel Seismic Prediction35
A Robust Source Wavelet Phase Inversion Method Based on Correlation Norm Waveform Inversion35
EDDA-ConvLSTM: Encoder-Decoder Dual Attention ConvLSTM for Moroccan Coastal Sea Surface Temperature Prediction35
Nonlinear Response Correction Based on Fully Connected Neural Network35
Simulations of Dual Electrical Source-Based SNMR for Deep Water in Urban Environments35
Sparsity-Promoting Weighted Radon Preconditioning for Land Waveform Inversion35
Selection of Augmented Data for Overcoming the Imbalance Problem in Facies Classification35
High-Precision Intelligence Denoising of Potential Field Data Based on RevU-Net34
Contrast Source Inversion-Based Multilayered Object Analysis for Terahertz Wave Imaging34
Anomaly Detection in Nonstationary Videos Using Time-Recursive Differencing Network-Based Prediction34
Spatial Dynamic Selection Network for Remote-Sensing Image Fusion34
Automatic Lunar Crater Detection Based on DEM Data Using a Max Curvature Detection Method34
Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification34
Continual Learning Approach for Remote Sensing Scene Classification34
Dual-Complementary Convolution Network for Remote-Sensing Image Denoising34
Improved Point Estimation for the Rayleigh Regression Model34
Bridging the Domain Gap: A Simple Domain Matching Method for Reference-Based Image Super-Resolution in Remote Sensing34
Ultrawideband Tomographic Imaging in Multipath-Rich Environment34
UNMamba: Cascaded Spatial–Spectral Mamba for Blind Hyperspectral Unmixing33
Phenology of Phytoplankton Size Classes in the Arabian Sea33
Resolution Enhancement of Electrical Resistivity Tomography Based on Deep Learning33
Enhancing Infrared Small Target Detection Using Learnable Graph-Attention and Heat Equation Techniques33
Multigranularity-Aware Network for SAR Ship Detection in Complex Backgrounds33
Spectral Reweighting and Spectral Similarity Weighting for Sparse Hyperspectral Unmixing33
IRGraphSeg: Infrared Small Target Detection Based on Hierarchical GNN33
Oceanic Eddy Identification Using Pyramid Split Attention U-Net With Remote Sensing Imagery33
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network33
The Environmental Story During the COVID-19 Lockdown: How Human Activities Affect PM2.5 Concentration in China?32
Temperature and Water Vapor Channel Selection of FY-3E HIRAS II for Application in Numerical Weather Prediction32
A Novel Unsupervised Object-Level Crop Rotation Detection With Time-Series Dual-Polarimetric SAR Data32
Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks32
Segmented Drifter Trajectory-Based Eddy Identification Validated by SWOT Altimetry32
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images32
Simulating 0.4–2.5 GHz Brightness Temperatures of the Ross Ice Shelf, Antarctica32
IEEE Geoscience and Remote Sensing Letters Institutional Listings32
Ice-Unet: A Very High-Resolution UAV-Optimized Deep Learning Model for Sea Ice Classification32
Round Trip Times Versus the Range of the Radargram Maxima of an Air-Coupled Bistatic GPR: Modeling and Fitting by a Hyperbola32
A Semisupervised Convolution Neural Network for Partial Unlabeled Remote-Sensing Image Segmentation32
Adaptive Wavelet Threshold Denoising for Bathymetric Laser Full-Waveforms With Weak Bottom Returns32
Sea Surface Temperature Image Completion Method Based on Multiscale Fourier Fusion Neural Operator31
Extended Particle Weak-Form-Based Neural Networks for Seismic Modeling31
Landsat LST Product Gap Filling Using the Multiple Features Ensemble Learning Model Caused by the Missing Emissivity Dataset31
DNN With Similarity Constraint for GEO SA-BSAR Moving Target Imaging31
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing31
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data30
Time-Series InSAR Dynamic Analysis With Robust Sequential Adjustment30
Infrared Small Target Detection Using Local Feature-Based Density Peaks Searching30
Radar Target Detection With Multi-Task Learning in Heterogeneous Environment30
FDTD Medium Dimension Selection Guidelines for GPR Synthetic Data Generation30
Boths: Super Lightweight Network-Enabled Underwater Image Enhancement30
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale30
MMPC-Net: Multigranularity and Multiscale Progressive Contrastive Learning Neural Network for Remote Sensing Image Scene Classification30
A Deep Learning Method Integrating Multisource Data for ECMWF Forecasting Products Correction30
Hyperspectral Anomaly Detection Based on Graph Regularized Variational Autoencoder30
CycleGAN-Based Clutter Suppression and Pipeline Positioning Method for GPR Image30
Global in Local: A Convolutional Transformer for SAR ATR FSL30
Sea Ice Thickness Inversion Based on Support Vector Regression for FengYun-3E IDW Data30
How Does the Management Paradigm Contain Wildfire Over Southwest China? Evidence From Remote Sensing Observation30
AMPE-DETR: Adaptive Multiscale Perception Enhancement DETR for Object Detection in Remote Sensing Images30
Azimuth Ambiguity Suppression for SAR via Variable PRF and Complex Image Deconvolution30
Unsupervised Domain Adaption on Category Level by Pseudo-Label for Radar Target Detection30
Adaptive Coherent Detection in Compound-Gaussian Clutter With Nakagami-Distributed Texture29
Radar Target Detection in Heterogeneous Environment Based on HPD Manifold Clustering29
High-Precision ISAR Method for Nonlinear Rotating Targets: Imaging for Drones29
DL-Based Clutter Removal in Migrated GPR Data for Detection of Buried Target29
Detecting and Removing Phase Jitters for the Phase Synchronization of LT-1 Bistatic SAR29
Improved DBSCAN for Infrared Cluster Small Target Detection29
Mini-UAV Movement Classification Based on Sparse Decomposition of Micro-Doppler Signature29
Superresolution Radar Imaging via Peak Search and Compressed Sensing29
InSAR Phase Unwrapping by Deep Learning Based on Gradient Information Fusion29
Enhancing Mid–Low-Resolution Ship Detection With High-Resolution Feature Distillation29
Updates of Microwave Humidity Sounder From FengYun-3A to 3F Satellites29
Construction of Digital Elevation Models on the Intertidal Flats Using TanDEM-X Bistatic Observations29
Domain-Adaptive HRRP Generation Using Two-Stage Denoising Diffusion Probability Model29
Deformation Retrieval Using the Spatially Constrained MTInSAR Method29
A Novel ISAR Imaging Approach for Moving Targets Utilizing Joint Particle Swarm Optimization and Time Polynomial Rescaling-Nonuniform FFT29
Multitarget Barrage Jamming Against Azimuth Multichannel HRWS SAR via Phase Errors Modulation of Transmitted Signal29
False Targets Suppression of Integral Power Frequency Modulated Waveform for Countering Interrupted Sampling Repeater Jamming29
Performance Simulation of SmallSat SAR Persistent Scatterer Interferometry With Deteriorated Images29
Signatures of Small Boats With TerraSAR-X Staring Spotlight Data29
A Novel Three-Dimension Imaging Algorithm Based on Trajectory Association of ISAR Image Sequence29
A Self-Adaptive Denoising Algorithm Based on Genetic Algorithm for Photon-Counting Lidar Data28
Adaptive Superpixel-Level CFAR Detector for SAR Inshore Dense Ship Detection28
Orientation-Aware Feature Fusion Network for Ship Detection in SAR Images28
A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm28
Discrepant Bi-Directional Interaction Fusion Network for Hyperspectral and LiDAR Data Classification28
Time-Domain Notch Filtering Method for Pulse RFI Mitigation in Synthetic Aperture Radar28
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