IEEE Transactions on Geoscience and Remote Sensing

Papers
(The H4-Index of IEEE Transactions on Geoscience and Remote Sensing is 101. 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
Mesh-Based DGCNN: Semantic Segmentation of Textured 3-D Urban Scenes1289
A Novel PF-Based Method for Height Reconstruction in Distributed Geosynchronous Repeat-Pass InSAR1029
Transformer-Driven Inverse Problem Transform for Fast Blind Hyperspectral Image Dehazing732
Incremental Stable/Dynamic Disentanglement Learning for Ocean Subsurface Temperature Prediction647
SmallSat for Monitoring Aquatic Ecosystem of Coastal and Inland Waters: The Experience of HiSea-II432
Coarse-To-Fine Multiview Anomaly Coupling Network for Hyperspectral Anomaly Detection418
A Two-Stage Echo Separation Scheme for Spaceborne MIMO-HWRS SAR System367
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation358
P-Band and L-Band Radiometry Retrieval of Soil Moisture and Temperature Profiles336
Angular Superresolution of Real Aperture Radar With High-Dimensional Data: Normalized Projection Array Model and Adaptive Reconstruction322
Nonconvex Tensor Completion for 5-D Seismic Data Reconstruction316
Evaluating Phase Histograms for Remote Sensing of Forested Areas Using L-Band SAR: Theoretical Modeling and Experimental Results307
A Deep Active Contour Model for Delineating Glacier Calving Fronts300
Multibranch Joint Representation Learning Based on Information Fusion Strategy for Cross-View Geo-Localization280
Conditional Denoising Diffusion Probabilistic Model for Ground-Roll Attenuation279
The Broadband Virtual Shot Gathers Construction Based on High-Speed Train-Induced Seismic Wave275
A New Doppler Model for Shipboard Coherent Microwave Ocean Radar272
A Multiscale Spatiotemporal Attention Network for Ground-Based Remote Sensing Cloud Image Sequence Prediction238
Self-Supervised Learning for 3-D Point Clouds Based on a Masked Linear Autoencoder232
Conjugated-Point Positioning Method Based on Multiview Images223
Deep Domain Fidelity and Low-Rank Tensor Ring Regularization for Thick Cloud Removal of Multitemporal Remote Sensing Images217
Learning Cross-View Geo-Localization Embeddings via Dynamic Weighted Decorrelation Regularization215
Lightweight Spectral–Spatial Feature Extraction Network Based on Domain Generalization for Cross-Scene Hyperspectral Image Classification214
Distorted Wave Extended Phaseless Rytov Iterative Method for Inverse Scattering Problems211
Analysis of a Minimalistic Imaging Radar Concept Employing Beam Shape Switching and Compressed Sensing205
3-D Building Instance Extraction From High-Resolution Remote Sensing Images and DSM With an End-to-End Deep Neural Network204
Dynamical System Approach for Wet Snow Retrieval in Mountains Using Sentinel-1 SAR Images200
A Self-Supervised Deep Denoiser for Hyperspectral and Multispectral Image Fusion200
PECo: A Point-Edge Collaborative Framework for Global-Aware Urban Building Contouring From Unstructured Point Clouds198
CAST: A Cascade Spectral-Aware Transformer for Hyperspectral Image Change Detection197
Contrastive Tokens and Label Activation for Remote Sensing Weakly Supervised Semantic Segmentation196
Detection of ULF Geomagnetic Anomalies Prior to the Tohoku-Oki Earthquake by the Multireference Station Method175
A Discrete Function (DF) Method for Highly Efficient Magnetization Vector Inversion of Magnetic Data175
LEO Navigation Augmentation Observations for Bottomside Ionospheric Electron Content Estimation: Results From Two CENTISPACE Satellites172
Noise Model-Based Line Segmentation for Plane Extraction in Sparse 3-D LiDAR Data171
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition165
Few-Shot Open-Set Hyperspectral Image Classification With Adaptive Threshold Using Self-Supervised Multitask Learning165
The Modeling of 3-D DC Resistivity Based on Integral Equation of Potential160
GTCN: Gated Temporal Convolutional Networks for Controlled-Source Electromagnetic Data Denoising159
Deep Learning-Based Data-Driven P-/S-Wave Vector Decomposition for Multicomponent Seismic Data158
Dual-Branch Cross-Resolution Interaction Learning Network for Change Detection at Different Resolutions157
General BRDF Parameters for Normalizing GF-1 Reflectance Data to Nadir Reflectance to Improve Vegetation Parameters Estimation Accuracy156
Suppressing Migration Artifacts Using Angle-Domain Least-Squares Migration154
OPOCA: One Point One Class Annotation for LiDAR Point Cloud Semantic Segmentation153
High-Resolution and Spatial-Continuous 3-D Model Reconstruction of Martian Surface by Integrating Multisensor Data of Zhurong Rover151
A Joint Inversion Approach of Electromagnetic and Acoustic Data Based on Pearson Correlation Coefficient148
Hierarchical GNN Framework for Earth’s Surface Anomaly Detection in Single Satellite Imagery145
CMAAC: Combining Multiattention and Asymmetric Convolution Global Learning Framework for Hyperspectral Image Classification145
Active and Passive Microwave Remote Sensing of Priestley Glacier, Antarctica144
Seismic Full Waveform Inversion With Shot-Encoding Using an Improved L-BFGS Method144
Robust Self-Paced Incremental Learning for Multitemporal Remote Sensing Image Classification142
On the Radial-Based Estimation of Colored Noise Power in Weather Radars140
Target-Enclosed Least-Squares Seismic Imaging137
Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening131
A Novel SAR Ground Maneuvering Target Imaging Method Based on Adaptive Phase Tracking131
Automatic Aug-Aware Contrastive Proposal Encoding for Few-Shot Object Detection of Remote Sensing Images130
Derived Observations From Frequently Sampled Microwave Measurements of Precipitation—Part III: Convoys of mm-Wave Radiometers129
An Extend Kaiser Distribution Optimization Phase Compensation Algorithm for Terahertz Airborne SAR Imaging127
Variational Regularization Network With Attentive Deep Prior for Hyperspectral–Multispectral Image Fusion126
Forward Modeling of Seismic Wavefield Induced by the High-Speed Trains in 3-D Space126
Refined Multifrequency Interferometric SAR Phase Unwrapping for Extremely Steep Terrain124
Advantages of Computing ROTI From Single-Frequency L1 Carrier-Phase Measurements of Geodetic Receivers Operating at 1 Hz124
An Area-Based Projection Algorithm for SAR Radiometric Terrain Correction and Geocoding124
Reconstruction of Optical Image Time Series With Unequal Lengths SAR Based on Improved Sequence–Sequence Model123
The Advantage Analysis of 3-D Inversion of Airborne Gravity Gradiometry Data With Larger Sampling Interval123
SMOS v724 Third Mission Reprocessing: Brightness Temperature Quality and Stability122
ECAE: Edge-Aware Class Activation Enhancement for Semisupervised Remote Sensing Image Semantic Segmentation122
Quantification of Polarimetric PAR Effects on Weather Observables in the Phase Coded STSR Mode121
HSCN: Semi-Supervised ALS Point Cloud Semantic Segmentation via Hybrid Structure Constraint Network121
Transfer Learning for Seismic Phase Picking With Significantly Higher Precision in Faraway Seismic Stations119
A Programmable RF-Switched Double-Antenna Transponder for Fully Polarimetric Radar Calibration118
Balancing Attention to Base and Novel Categories for Few-Shot Object Detection in Remote Sensing Imagery116
Spatial Pattern Learning: Dip Structure Constraint Multi-View Convolutional Neural Network for Pre-Stacked Seismic Inversion115
Iterative Sample Generation and Balance Approach for Improving Hyperspectral Remote Sensing Imagery Classification With Deep Learning Network115
A Novel Spectral Index for Rapid Dust-Proof Net Mapping Based on Sentinel-2 Images115
PIOSL-PRO: Construction of the PIOSL Model Considering the Distribution of Multiple Elements115
Spatial Correlation-Constrained Low-Rank Modeling for SAR Image Change Detection113
Suppressing Low-Frequency Imaging Artifacts in Reverse Time Migration With a Laplace Filter Related to Dip Angle113
GLR-CNN: CNN-Based Framework With Global Latent Relationship Embedding for High-Resolution Remote Sensing Image Scene Classification113
Anomaly Detection in Satellite-Borne Push-Broom Hyperspectral Imagery Based on Joint Low-Rank Tensor Approximation112
Nonnegative Matrix Functional Factorization for Hyperspectral Unmixing With Nonuniform Spectral Sampling111
Deep Spectral Clustering With Regularized Linear Embedding for Hyperspectral Image Clustering111
Seismic Noise Suppression Method Based on Wave-Unet and Attention Mechanism111
A Computational Efficient 2-D Block-Sparse ISAR Imaging Method Based on PCSBL-GAMP-Net110
Seismoelectric Response to a Point Source During Coal Seam Excavation108
Table of contents108
Optimizing GPS L2P Radio Occultation Processing for COSMIC-2 Atmospheric Bending Angle Retrieval107
Enhancing Land Cover Mapping in Mixed Vegetation Regions Using Remote Sensing Evapotranspiration107
Use of a BP Neural Network and Meteorological Data for Generating Spatiotemporally Continuous LAI Time Series106
Contrastive Self-Supervised Learning-Based Background Reconstruction for Hyperspectral Anomaly Detection106
Semantic Segmentation of Spectral LiDAR Point Clouds Based on Neural Architecture Search105
Image Defocus in an Airborne UWB VHR Microwave Photonic SAR: Analysis and Compensation105
A Novel Motion Compensation Scheme for 2-D Multichannel SAR Systems With Quaternion Posture Calculation105
Reconstructing Regularly Missing Seismic Traces With a Classifier-Guided Diffusion Model104
High-Order Directional Total Variation for Seismic Noise Attenuation104
Corrections to “Iterative Atmospheric Phase Screen Compensation for Near-Real-Time Ground-Based InSAR Measurements Over a Mountainous Slope”104
Spectral–Spatial Dual Graph Unfolding Network for Multispectral and Hyperspectral Image Fusion103
Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization103
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification101
Stereo-Radargrammetry Assisted InSAR Phase Unwrapping Method for DEM Generation101
Investigating Spaceborne Millimeter-Wave Ice Cloud Imager Geolocation Using Landmark Targets and Frequency-Scaling Approach101
Ship Detection in SAR Images by Aggregating Densities of Fisher Vectors: Extension to a Global Perspective101
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