OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Journal of Selected Topics in Applied Earth Observations and Remo is 56. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Simulation Analysis of Inverting Marine Vertical Deflection Using Spaceborne GNSS-R Interferometric Altimetry	255
A Temporal–Spatial–Spectral Fusion Framework for Coastal Wetland Mapping on Time-Series Remote Sensing Imagery	215
En-Decoded Index Guided Edge Refinement Network for Change Detection of Remote Sensing Image	166
GLTDNet: Cross-Domain Road Extraction Through Collaborative Optimization of Global-Local Feature Enhancement and Topological Decoupling	149
A New Framework for Evaluating Image Quality Including Deep Learning Task Performances as a Proxy	126
TEMPEST-D and GPM-GMI Observations Over Precipitating Systems: A Cross-Validation Study	124
Practical APS Processing Chain of Ground-Based InSAR for Real-Time Landslide Monitoring by Introducing Weighted Estimation	121
Joint Multichannel Sparsity for TomoSAR Imaging Under Interrupted SAR Conditions	116
RSTR: An Efficient Detection Network with Cross-Attention Multiscale Feature Aggregation for Remote Sensing Applications	112
Lightweight Remote Sensing Multispectral Image Compression With Decoupled Interactive Knowledge Distillation	109
FDC-TA-DSN Ship Classification Model and Dataset Construction Based on Complex-Valued SAR	107
A Dual-Driven Deep Learning Model With Local-Structure Physical Scattering Characteristics and Fine-Grained Image Features for SAR Ship Recognition	105
SARFA-Net: Shape-Aware Label Assignment and Refined Feature Alignment for Arbitrary-Oriented Object Detection in Remote Sensing Images	105
Pixel-to-Abundance Translation: Conditional Generative Adversarial Networks Based on Patch Transformer for Hyperspectral Unmixing	104
A Global-to-Local Spectral-Spatial Attention-Based Nonlinearity and Scaled Endmember Variability Parametric Learning Network for Unmixing	103
Nonlinear Waveform Sensing for Cognitive Radar Based on Reinforcement Learning	101
Configurable 2D–3D CNNs Accelerator for FPGA-Based Hyperspectral Imagery Classification	97
Remote Sensing Image Change Detection Based on Lightweight Transformer and Multiscale Feature Fusion	96
Dual-Scale Complementary Spatial-Spectral Joint Model for Hyperspectral Image Classification	95
A Portable Penetrating Radar System for 3D Wall Attribution Inversion	94
A Generalized Algorithm for Retrieving Land Surface Temperature From UAV Thermal Infrared Imagery	94
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution	94
Two-Level Feature Fusion Network for Remote Sensing Image Change Detection	89
A Spatial-Temporal Seamless Evapotranspiration Product Based on TSEB-SM Model and DNN-ETo Method Across China	87
CBGW-YOLOv8: An Improved Model for Intelligent Monitoring of Construction Projects in Remote Sensing Images	86

Deformable Feature Fusion and Accurate Anchors Prediction for Lightweight SAR Ship Detector Based on Dynamic Hierarchical Model Pruning	80
Gap Filling of the ESA CCI Soil Moisture Data Using a Spatiotemporal Attention-Based Residual Deep Network	80
DHRNet: A Dual-Branch Hybrid Reinforcement Network for Semantic Segmentation of Remote Sensing Images	80
Toward Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization	74
Geological Mapping via Convolutional Neural Network Based on Remote Sensing and Geochemical Survey Data in Vegetation Coverage Areas	73
Human-Annotated Label Noise and Their Impact on ConvNets for Remote Sensing Image Scene Classification	73
Efficient Object Detection in Large-Scale Remote Sensing Images via Situation-Aware Model	72
GLMamba: A Global–Local Mamba Network for Efficient Remote Sensing Change Detection	72
A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning	71
WaveMambaFormer: A Hybrid Network for Global Significant Wave Height Retrieval Based on Tianmu-1 Constellation GNSS-R Data With Different Polarizations	70
Multiscale Fully Connected Tensor Network Decomposition With NSST Guidance for Thick Cloud Removal	70
Remote Sensing Monitoring of Glacier Changes in the Puruogangri Glacier Over the Past Four Decades	70
A Gaussian Process Regression Method to Nowcast Cloud-to-Ground Lightning From Remote Sensing and Numerical Weather Modeling Data	69
LFNet: A Frequency–Texture Fusion Network With Distance Correlation Loss for Remote Sensing Scene Classification	69
CFNet: An Eigenvalue Preserved Approach to Multiscale Building Segmentation in High-Resolution Remote Sensing Images	67
HPAN: Hierarchical Part-Aware Network for Fine-Grained Segmentation of Street View Imagery	66
Frequency-Driven Edge Guidance Network for Semantic Segmentation of Remote Sensing Images	64
Artificial Intelligence Algorithms for Rapeseed Fields Mapping Using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints	64
OF-PhyNet: A Hybrid Neural Network Method for River Surface Velocity Measurement Based on Optical Flow and Physical Constraints	63
Improving the Spatial Continuity of GEDI Aboveground Biomass Density Products Using Multisource Remote Sensing Data With Consideration of Spatial Correlation and Heterogeneity	62
An Open Set Recognition for SAR Targets Based on Encoding-Conditional Decoding Network with Reject Threshold Adaptation	61
Domain Knowledge-Guided Self-Supervised Change Detection for Remote Sensing Images	61
FSOD4RSI: Few-Shot Object Detection for Remote Sensing Images via Features Aggregation and Scale Attention	60
CFGFE: Coarse-Fine Grained Feature Enhancement Network for Pansharpening	60
Adaptive Fusion-Based Two-Flow Spectral–Spatial Transformer Network for SAR-Based Optical Cloud Removal	59
Landslide Inventory Mapping Based on Independent Component Analysis and UNet3+: A Case of Jiuzhaigou, China	59
Quantum Algorithms Applied to Satellite Mission Planning for Earth Observation	57
An Ensemble Learning Approach for Land Use/Land Cover Classification of Arid Regions for Climate Simulation: A Case Study of Xinjiang, Northwest China	57
A Deep Neural Network Based on Prior-Driven and Structural Preserving for SAR Image Despeckling	57
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application	57
Extracting Dwellings in Refugee Camps Using Multifractal Analysis and Mathematical Morphology Based Descriptors	56
Study of Spatiotemporal-Scale Framework for Detecting Disaster-Inducing Factors in High-Altitude Cold Regions Taking the Kanchenjunga Basin as an Example	56