IEEE Transactions on Geoscience and Remote Sensing

Papers
(The H4-Index of IEEE Transactions on Geoscience and Remote Sensing is 108. 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 2021-11-01 to 2025-11-01.)
ArticleCitations
Point Cloud-Based High-Dimensional Optimal Transport for Full Waveform Inversion896
Analysis and Simulation of Low Grazing Angle X-Band Coherent Radar Sea Clutter Using Memoryless Nonlinear Transformations839
An Image-Domain LeastL1-Norm Method for Channel Error Effect Analysis and Calibration of Azimuth Multi-Channel SAR555
Estimating Noise Floor in Sentinel-1 Images With Linear Programming and Least Squares516
An In-Flight Radiometric Calibration Method Considering Adjacency Effects for High-Resolution Optical Sensors Over Artificial Targets497
On Orbital Determination of the Lunar-Based SAR Under Apsidal Precession481
Characterization of Brightness Temperature Biases at Channels 13 and 14 for FY-3C MWHS-2427
Estimation of Polar Depletion Regions by VTEC Contrast and Watershed Enhancing396
Impact of Incidence Angle Diversity on SMOS and Sentinel-1 Soil Moisture Retrievals at Coarse and Fine Scales395
Error Propagation in Satellite Multi-Image Geometry386
A Generalized Complex-Valued Constrained Energy Minimization Scheme for the Arctic Sea Ice Extraction Aided With Neural Algorithm357
Enhancing Land Cover Mapping in Mixed Vegetation Regions Using Remote Sensing Evapotranspiration343
Nonconvex Tensor Completion for 5-D Seismic Data Reconstruction321
Evaluating Phase Histograms for Remote Sensing of Forested Areas Using L-Band SAR: Theoretical Modeling and Experimental Results305
Self-Supervised Learning for 3-D Point Clouds Based on a Masked Linear Autoencoder295
Conjugated-Point Positioning Method Based on Multiview Images274
3-D Building Instance Extraction From High-Resolution Remote Sensing Images and DSM With an End-to-End Deep Neural Network273
PECo: A Point-Edge Collaborative Framework for Global-Aware Urban Building Contouring From Unstructured Point Clouds271
Detection of ULF Geomagnetic Anomalies Prior to the Tohoku-Oki Earthquake by the Multireference Station Method270
LEO Navigation Augmentation Observations for Bottomside Ionospheric Electron Content Estimation: Results From Two CENTISPACE Satellites266
The Modeling of 3-D DC Resistivity Based on Integral Equation of Potential254
Deep Learning-Based Data-Driven P-/S-Wave Vector Decomposition for Multicomponent Seismic Data241
High-Resolution and Spatial-Continuous 3-D Model Reconstruction of Martian Surface by Integrating Multisensor Data of Zhurong Rover233
CMAAC: Combining Multiattention and Asymmetric Convolution Global Learning Framework for Hyperspectral Image Classification230
Seismic Full Waveform Inversion With Shot-Encoding Using an Improved L-BFGS Method215
Robust Self-Paced Incremental Learning for Multitemporal Remote Sensing Image Classification214
On the Radial-Based Estimation of Colored Noise Power in Weather Radars203
Target-Enclosed Least-Squares Seismic Imaging202
Derived Observations From Frequently Sampled Microwave Measurements of Precipitation—Part III: Convoys of mm-Wave Radiometers201
Advantages of Computing ROTI From Single-Frequency L1 Carrier-Phase Measurements of Geodetic Receivers Operating at 1 Hz197
Refined Multifrequency Interferometric SAR Phase Unwrapping for Extremely Steep Terrain196
The Advantage Analysis of 3-D Inversion of Airborne Gravity Gradiometry Data With Larger Sampling Interval184
Quantification of Polarimetric PAR Effects on Weather Observables in the Phase Coded STSR Mode181
HSCN: Semi-Supervised ALS Point Cloud Semantic Segmentation via Hybrid Structure Constraint Network180
Suppressing Low-Frequency Imaging Artifacts in Reverse Time Migration With a Laplace Filter Related to Dip Angle176
Comparison of GNSS-R Coherent Reflection Detection Algorithms Using Simulated and Measured CYGNSS Data175
Enhanced Spatial-Frequency Synergistic Network for Multispectral and Hyperspectral Image Fusion175
Optimal Channel Selection for FY-4B GIIRS Explainable Machine Learning Cloud Detection Algorithm174
Simulating Bidirectional Reflectance in Croplands With Various Crop Residue Cover by a Geometric Optical–Radiative Transfer Model172
Attention-Driven Dual Feature Guidance for Hyperspectral Super-Resolution171
Data Augmentation Using Multiscale Generative Adversarial Networks Under Few Well Conditions for Acoustic Impedance Inversion171
High-Order Directional Total Variation for Seismic Noise Attenuation170
Weighted Diffraction-Based Migration Velocity Analysis of Common-Offset GPR Reflection Data170
Fast and Slow Changes Constrained Spatio-Temporal Subpixel Mapping169
Micro-Doppler Trajectory Estimation of Human Movers by Viterbi–Hough Joint Algorithm167
A Multiscale Spatiotemporal Attention Network for Ground-Based Remote Sensing Cloud Image Sequence Prediction167
An Alternate Scattering-Type Parameter for Target Characterization and Classification166
Life-Long Learning With Continual Spectral-Spatial Feature Distillation for Hyperspectral Image Classification163
CLC²SIE: Cross-Level Consistency Constraint for Semisupervised Building Instance Extraction From High-Resolution Remote Sensing Imagery161
Use of a BP Neural Network and Meteorological Data for Generating Spatiotemporally Continuous LAI Time Series157
Corrections to “Iterative Atmospheric Phase Screen Compensation for Near-Real-Time Ground-Based InSAR Measurements Over a Mountainous Slope”156
Stereo-Radargrammetry Assisted InSAR Phase Unwrapping Method for DEM Generation155
Mitigating Class Imbalance and Enhancing Unlabeled Data Extraction in Semi-Supervised Deep Learning for Martian Terrain Segmentation152
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification150
Object Detection in Large-Scale Remote-Sensing Images Based on Time-Frequency Analysis and Feature Optimization150
SmallSat for Monitoring Aquatic Ecosystem of Coastal and Inland Waters: The Experience of HiSea-II147
DSNet: Dynamic Stitchable Neural Network for Hyperspectral Image Classification143
Analysis of a Minimalistic Imaging Radar Concept Employing Beam Shape Switching and Compressed Sensing141
Least-Squares Reverse Time Migration for Reflection-Angle-Dependent Reflectivity141
FADA: Feature Aligned Domain Adaptive Object Detection in Remote Sensing Imagery139
Learning Cross-View Geo-Localization Embeddings via Dynamic Weighted Decorrelation Regularization138
Full-Aperture Processing of Airborne Microwave Photonic SAR Raw Data136
Terrain Aided Planetary UAV Localization Based on Geo-referencing135
Reconstructing Regularly Missing Seismic Traces With a Classifier-Guided Diffusion Model134
Semantic Segmentation of Spectral LiDAR Point Clouds Based on Neural Architecture Search134
Unsupervised Deep Learning-Based Pansharpening With Jointly Enhanced Spectral and Spatial Fidelity132
Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization132
A Programmable RF-Switched Double-Antenna Transponder for Fully Polarimetric Radar Calibration131
SwiMDiff: Scene-Wide Matching Contrastive Learning With Diffusion Constraint for Remote Sensing Image131
Spatial Correlation-Constrained Low-Rank Modeling for SAR Image Change Detection130
A Novel PF-Based Method for Height Reconstruction in Distributed Geosynchronous Repeat-Pass InSAR129
Deep Learning Based Compressive Sensing for UWB Signal Reconstruction128
Dual-Branch Cross-Resolution Interaction Learning Network for Change Detection at Different Resolutions127
Satellite-Derived Aerosol Optical Depth Fusion Combining Active and Passive Remote Sensing Based on Bayesian Maximum Entropy126
Variational Regularization Network With Attentive Deep Prior for Hyperspectral–Multispectral Image Fusion126
LaMIE: Large-Dimensional Multipass InSAR Phase Estimation for Distributed Scatterers126
A Deep Active Contour Model for Delineating Glacier Calving Fronts125
UMiT-Net: A U-Shaped Mix-Transformer Network for Extracting Precise Roads Using Remote Sensing Images124
Seismic Unconformity Estimation via ECA-UNet++ With Physical Knowledge Constrained Synthetic Data124
Multibranch Joint Representation Learning Based on Information Fusion Strategy for Cross-View Geo-Localization124
BiSAM-CD: Zero-Shot Remote Sensing Change Detection via Bidirectional Temporal Memory in SAM2124
A Shift Reduction Domain Generalization Network for Hyperspectral Image Cross-Domain Classification123
MVFG: Enhancing Semantic Segmentation via Mix Vision Transformer With a Feature Guidance Module Powered by SAM Masks122
Using Machine Learning Algorithms With In Situ Hyperspectral Reflectance Data to Assess Comprehensive Water Quality of Urban Rivers122
River Ice Fine-Grained Segmentation: A GF-2 Satellite Image Dataset and Deep Learning Benchmark121
Combining Optimized SAR-SIFT Features and RD Model for Multisource SAR Image Registration121
Stable Prototype-Guided Single-Temporal Supervised Learning for Change Detection and Extraction of Building120
GLR-CNN: CNN-Based Framework With Global Latent Relationship Embedding for High-Resolution Remote Sensing Image Scene Classification120
Observations Temporal Permutation-Based Self-Supervised Reinforcement Learning for UAV Active Object Detection119
3-D Crosswell Electromagnetic Inversion Based on General Measures119
DRFL-VAT: Deep Representative Feature Learning With Virtual Adversarial Training for Semisupervised Classification of Hyperspectral Image115
PIOSL-PRO: Construction of the PIOSL Model Considering the Distribution of Multiple Elements114
P-Band and L-Band Radiometry Retrieval of Soil Moisture and Temperature Profiles114
Scale Decoupled Pyramid for Object Detection in Aerial Images114
SAR Automatic Target Recognition Method Based on Multi-Stream Complex-Valued Networks113
Unsupervised Hybrid Network of Transformer and CNN for Blind Hyperspectral and Multispectral Image Fusion112
Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing112
Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening112
Nonrigid Registration-Based Progressive Motion Compensation for Point Cloud Geometry Compression111
Iterative Sample Generation and Balance Approach for Improving Hyperspectral Remote Sensing Imagery Classification With Deep Learning Network111
Semantic Segmentation of Remote Sensing Images With Inconsistent Resolutions via a Spectral-Geometric Iterative Fusion Network111
Permittivity Characterization of Chang’E-5 Lunar Regolith Using In-Situ Ground-Penetrating Radar Measurements110
Semi-Supervised Classification of Dual-Frequency PolSAR Image Using Joint Feature Learning and Cross Label-Information Network110
Improving land surface temperature retrieval from MODIS data: Explicit correction for aerosol optical depth variability110
A New Multiangle Method for Estimating Fractional Biocrust Coverage From Sentinel-2 Data in Arid Areas109
Optical and SAR Image Registration Based on Feature Decoupling Network108
Hyperspectral Change Detection Using Semi-Supervised Graph Neural Network and Convex Deep Learning108
DCI-PGCN: Dual-Channel Interaction Portable Graph Convolutional Network for Landslide Detection108
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