OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Geoscience and Remote Sensing is 99. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Optimal Design of Multidimensional SAR System Using Application-Aware Inversion Error Bound	1265
Local to Global: A Sparse Transformer-Based Small Object Detector for Remote Sensing Images	1013
A Novel In Situ Dust Cover Index for Analyzing the Multispectral Camera Image Acquired by China’s Zhurong Mars Rover	709
RSMamba: Biologically Plausible Retinex-Based Mamba for Remote Sensing Shadow Removal	619
A New Method for High-Precision Lightning Return Strokes Location Based on Time Reversal With the Physical Propagation Model	419
Multichannel InSAR DEM Reconstruction Using Robust Redundancy Residue Number Systems	401
Sparse SAR Imaging and Doppler Rate Estimation for Azimuth Downsampled Echo Data via Complex Approximated Message Passing	354
Deep Learning for Seismic Data Compression in Distributed Acoustic Sensing	345
How to Evaluate and Remove the Weakened Bands in Hyperspectral Image Classification	322
Satellite-Ground Integrated External Calibration of the WindRAD Scatterometer Onboard FY-3E Satellite	311
Just Project! Multichannel Despeckling, the Easy Way	294
DANI-NET: A Physics-Aware Deep Learning Framework for Change Detection Using Repeat-Pass InSAR	293
Adaptive Deformation-Learning and Multiscale-Integrated Network for Remote Sensing Object Detection	285
Robust Bidirectional Q-Compensated Denoising for Seismic Data With Adaptive Structural Regularization	272
TSO-PL: A Novel Phase Linking Method for DS InSAR Based on a Two-Step Strategy to Optimize the Sample Coherence Matrix	271
Controllable Generative Knowledge-Driven Few-Shot Object Detection From Optical Remote Sensing Imagery	269
Explainable Mapping of the Irregular Land Use Parcel With a Data Fusion Deep-Learning Model	267
Atmospheric Turbulence-Induced Radiometric Distortion of Spaceborne Lidars	223
Visible-Infrared Image Alignment for UAVs: Benchmark and New Baseline	223
A Method for Separating O-wave and X-wave of Ionosonde Based on Dual-Channel Phase Difference Statistics	213
True Amplitude Seismic Imaging With Wave Equation-Based Illumination Compensation in the Dip and Reflection Angle Domain	208
LSTM Network Assisted Construction of the Angle-Dependent Point Spread Function and Its Applications in Seismic Imaging	207
Tuple Perturbation-Based Contrastive Learning Framework for Multimodal Remote Sensing Image Semantic Segmentation	206
Full-Waveform Inversion With Denoising Priors Based on Graph Space Sinkhorn Distance	203
Multipath Exploitation for Human Activity Recognition Using a Radar Network	202

AFNet: Adaptive Fusion Network for Remote Sensing Image Semantic Segmentation	201
Multiscale 3-D–2-D Mixed CNN and Lightweight Attention-Free Transformer for Hyperspectral and LiDAR Classification	197
Individual Tree Crown Delineation From UAS Imagery Based on Region Growing by Over-Segments With a Competitive Mechanism	196
Crater-DETR: A Novel Transformer Network for Crater Detection Based on Dense Supervision and Multiscale Fusion	187
Hybrid Memetic Pretrained Factor Analysis-Based Deep Belief Networks for Transient Electromagnetic Inversion	183
DIMA: Digging Into Multigranular Archetype for Fine-Grained Object Detection	180
Automated Event Detection and Denoising Method for Passive Seismic Data Using Residual Deep Convolutional Neural Networks	172
A Ground Penetrating Radar Imaging Approach for a Heterogeneous Subsoil With a Vertical Permittivity Gradient	169
Simultaneous Retrieval of Surface Roughness Parameters for Bare Soils From Combined Active–Passive Microwave SMAP Observations	162
Progressive Token Reduction and Compensation for Hyperspectral Image Representation	162
First-Arrival Traveltime Tomography With Near-Surface Structural Regularization	159
Efficient Target Detection of Monostatic/Bistatic SAR Vehicle Small Targets in Ultracomplex Scenes via Lightweight Model	157
SLAM-Based Forest Plot Mapping by Integrating IMU and Self-Calibrated Dual 3-D Laser Scanners	154
Large-Window Curvature Computations for High-Resolution Digital Elevation Models	154
CMINet: A Unified Cross-Modal Integration Framework for Crop Classification From Satellite Image Time Series	153
Characterization of Nadir Echoes in Multiple-Elevation-Beam SAR With Constant and Variable Pulse Repetition Interval	152
PSGCNet: A Pyramidal Scale and Global Context Guided Network for Dense Object Counting in Remote-Sensing Images	149
Using Machine Learning Algorithms With In Situ Hyperspectral Reflectance Data to Assess Comprehensive Water Quality of Urban Rivers	146
Time Series InSAR Ionospheric Delay Estimation, Correction, and Ground Deformation Monitoring With Reformulating Range Split-Spectrum Interferometry	144
Unsupervised Domain Adaptation for Cross-Scene Multispectral Point Cloud Classification	143
Semisupervised Building Instance Extraction From High-Resolution Remote Sensing Imagery	141
L_q -SPB-Net: A Real-Time Deep Network for SAR Imaging and Despeckling	140
Joint FWI of Active Source Data and Passive Virtual Source Data Reconstructed Using an Improved Multidimensional Deconvolution	140
3-D Cooperative Joint Inversion of Magnetic and Controlled-Source Electromagnetic Data for Imaging Seafloor Massive Sulfide Deposits	139
RRCGAN: Unsupervised Compression of Radiometric Resolution of Remote Sensing Images Using Contrastive Learning	138
Prompt-Integrated Adversarial Unsupervised Domain Adaptation for Scene Recognition	137
An Endmember-Oriented Transformer Network for Bundle-Based Hyperspectral Unmixing	132
Lambda-1 Detector: Adaptive Interference Detection in Synthetic Aperture Radar Images	129
Identification of Weak Microseismic Signals in Hydraulic Fracturing Using 3D-Unet With ASPP Feature Fusion	129
Toward Agricultural Cultivation Parcels Extraction in the Complex Mountainous Areas Using Prior Information and Deep Learning	126
A Mamba-Aware Spatial–Spectral Cross-Modal Network for Remote Sensing Classification	125
A Robust Forward Modeling for Ultradeep Azimuthal Resistivity Logging in 3-D Well Trajectory	124
Monitoring Wet Snow With a Multiband Dual-Receiver Radar System	121
Temperate Glacier Survey on the Yulong Snow Mountain Using Low-Frequency Ground-Penetrating Radar Data With Fast Coherent Enhancement	121
Near-Surface-Related Nonstationary Coherent Noise Suppression Using a Physically Constrained Deep Neural Network	120
A Spectral Hierarchical Machine Learning for Predicting Arsenic Concentration in Farmland Soil Using Sentinel-2 Imagery	120
Inversion of the Vertical Temperature Profile and the Density of the Lunar PSR Using Chang’E-2 Microwave Radiometer Data and Diviner Data	120
Tuning-Free ISAR Imaging Based on Single-Step Deep Reinforcement Learning With Swin Transformer	118
Fast Streaming Local Time-Frequency Transform for Nonstationary Seismic Data Processing	118
Infrared Small Target Detection Based on Interpretation Weighted Sparse Method	117
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images	117
Adaptive Center-Focused Hybrid Attention Network for Change Detection in Hyperspectral Images	117
CNN-KA: A Hybrid P-Phase Picking Method for Microseismic Source Location in Deep Mine With Complex Geological Conditions	116
A Full-Waveform Inversion Method Based on Structural Tensor Constraints	116
SiamS²F: Satellite Video Single-Object Tracking Based on a Siamese Spectral-Spatial-Frame Correlation Network	115
A Nonlinear Inversion Method for Reservoir Fluid Factors Based on OBN Seismic Data	114
Table of contents	113
IEEE Transactions on Geoscience and Remote Sensing publication information	112
TechRxiv: Share Your Preprint Research with the World!	111
[Front cover]	111

IEEE Transactions on Geoscience and Remote Sensing institutional listings	111
IEEE Transactions on Geoscience and Remote Sensing publication information	109
Front Cover	109
NAS-Guided Lightweight Multiscale Attention Fusion Network for Hyperspectral Image Classification	108
Object-Based Attention Mechanism for Color Calibration of UAV Remote Sensing Images in Precision Agriculture	108
Line Segment Descriptor-Based Efficient Coarse Registration for Forest TLS-ULS Point Clouds	108
S3Net: Spectral–Spatial Siamese Network for Few-Shot Hyperspectral Image Classification	108
Blind Super-Resolution of Single Remotely Sensed Hyperspectral Image	107
Multiscale Deep Learning Network With Self-Calibrated Convolution for Hyperspectral and LiDAR Data Collaborative Classification	107
Research on Small-Loop Transient Electromagnetic Method Forward and Nonlinear Optimization Inversion Method	107
Multiscale Short and Long Range Graph Convolutional Network for Hyperspectral Image Classification	106
Novel Distribution Distance Based on Inconsistent Adaptive Region for Change Detection Using Hyperspectral Remote Sensing Images	105
Hyperspectral Image Classification Based on Multibranch Attention Transformer Networks	105
Domain Transform Model Driven by Deep Learning for Anti-Noise Hyperspectral and Multispectral Image Fusion	105
Fundamental Definition of Two-Stream Approximation for Radiative Transfer in Scattering Atmosphere	103
Crop Yield Estimation at Field Scales by Assimilating Time Series of Sentinel-2 Data Into a Modified CASA-WOFOST Coupled Model	102
Memory-Contrastive Unsupervised Domain Adaptation for Building Extraction of High-Resolution Remote Sensing Imagery	102
DDCTNet: A Deformable and Dynamic Cross-Transformer Network for Road Extraction From High-Resolution Remote Sensing Images	102
RGB-Induced Feature Modulation Network for Hyperspectral Image Super-Resolution	101
MDCNet: A Multiplatform Distributed Collaborative Network for Object Detection in Remote Sensing Imagery	101
Threatening Patch Attacks on Object Detection in Optical Remote Sensing Images	101
A Computational Efficient 2-D Block-Sparse ISAR Imaging Method Based on PCSBL-GAMP-Net	100
Residual Spatial Attention Kernel Generation Network for Hyperspectral Image Classification With Small Sample Size	100
Background Removal, Velocity Estimation, and Reverse-Time Migration: A Complete GPR Processing Pipeline Based on Machine Learning	100