OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Journal of Selected Topics in Applied Earth Observations and Remo is 59. 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.)

Article	Citations
Simulation Analysis of Inverting Marine Vertical Deflection Using Spaceborne GNSS-R Interferometric Altimetry	313
The Data-Optimized Oblique Mercator Projection	309
An Automatic Decision-Level Fusion Rice Mapping Method of Optical and SAR Images Based on Cloud Coverage	279
A Global-to-Local Spectral-Spatial Attention-Based Nonlinearity and Scaled Endmember Variability Parametric Learning Network for Unmixing	231
CFNet: An Eigenvalue Preserved Approach to Multiscale Building Segmentation in High-Resolution Remote Sensing Images	188
A Temporal–Spatial–Spectral Fusion Framework for Coastal Wetland Mapping on Time-Series Remote Sensing Imagery	152
En-Decoded Index Guided Edge Refinement Network for Change Detection of Remote Sensing Image	146
GLTDNet: Cross-Domain Road Extraction Through Collaborative Optimization of Global-Local Feature Enhancement and Topological Decoupling	141
SingleRecon: Reconstructing Building 3-D Models of LoD1 From a Single Off-Nadir Remote Sensing Image	134
HPAN: Hierarchical Part-Aware Network for Fine-Grained Segmentation of Street View Imagery	129
MSFCN: A Multiscale Feature Correlation Network for Remote Sensing Image Scene Change Detection	107
A New Framework for Evaluating Image Quality Including Deep Learning Task Performances as a Proxy	107
Hierarchical 2-D/3-D Object-Based Classification of Photogrammetric Textured Mesh Models	102
TEMPEST-D and GPM-GMI Observations Over Precipitating Systems: A Cross-Validation Study	98
ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing	98
High-Resolution Sea Surface Current Vector Field Inversion Based on Circular Scanning SAR	97
Artificial Intelligence Algorithms for Rapeseed Fields Mapping Using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints	96
Patch-Based Semantically Enhanced Network for IR Dim and Small Targets Background Suppression	95
Toward Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization	93
CONSS: Contrastive Learning Method for Semisupervised Seismic Facies Classification	93
Comparison of Methane Detection Using Shortwave and Longwave Infrared Hyperspectral Sensors Under Varying Environmental Conditions	93
On the Mitigation of Phase Bias in SAR Interferometry Applications: A New Model Based on NDWI	93
CosPoint Transformer: Enhancing 3-D Semantic Segmentation With Cosine Similarity Attention and Cross-Attention	89
Remote Sensing Image Change Detection Based on Lightweight Transformer and Multiscale Feature Fusion	87
Morphological Convolution and Attention Calibration Network for Hyperspectral and LiDAR Data Classification	86

Practical APS Processing Chain of Ground-Based InSAR for Real-Time Landslide Monitoring by Introducing Weighted Estimation	82
Infrared Small Target Detection Based on the Improved Density Peak Global Search and Human Visual Local Contrast Mechanism	81
Pixel-to-Abundance Translation: Conditional Generative Adversarial Networks Based on Patch Transformer for Hyperspectral Unmixing	81
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images	80
Joint Multichannel Sparsity for TomoSAR Imaging Under Interrupted SAR Conditions	80
Quantifying the Representativeness Errors Caused by Scale Transformation of Remote Sensing Data in Stochastic Ensemble Data Assimilation	79
Bayesian Optimization-Based Adaptive Weighted Stacking for Spatial Extrapolation of Soil Moisture over the Tibetan Plateau	79
A Deep Neural Network Based on Prior-Driven and Structural Preserving for SAR Image Despeckling	79
Deriving Surface Reflectance From Visible/Near Infrared and Ultraviolet Satellite Observations Through the Community Radiative Transfer Model	79
A Dual-Driven Deep Learning Model with Local Structure Physical Scattering Characteristics and Fine-Grained Image Features for SAR Ship Recognition	79
Quantum Algorithms Applied to Satellite Mission Planning for Earth Observation	75
A Gaussian Process Regression Method to Nowcast Cloud-to-Ground Lightning From Remote Sensing and Numerical Weather Modeling Data	75
Pansharpening Based on Variational Fractional-Order Geometry Model and Optimized Injection Gains	74
Deformable Feature Fusion and Accurate Anchors Prediction for Lightweight SAR Ship Detector Based on Dynamic Hierarchical Model Pruning	74
Hyper-LKCNet: Exploring the Utilization of Large Kernel Convolution for Hyperspectral Image Classification	70
Ground-Based Remote Sensing and Uncertainty Analysis of the Mass Eruption Rate Associated With the 3–5 December 2015 Paroxysms of Mt. Etna	69
Orientation Estimation of Rotated Sonar Image Targets via the Wavelet Subimage Energy Ratio	68
Edge Enhanced Channel Attention-Based Graph Convolution Network for Scene Classification of Complex Landscapes	67
MIMFormer: Multiscale Inception Mixer Transformer for Hyperspectral and Multispectral Image Fusion	67
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application	64
Change Detection in Multitemporal SAR Images Based on Slow Feature Analysis Combined With Improving Image Fusion Strategy	64
FDC-TA-DSN Ship Classification Model and Dataset Construction Based on Complex-Valued SAR	62
HSFMamba: Hierarchical Selective Fusion Mamba Network for Optics-Guided Joint Super-Resolution and Denoising of Noise-Corrupted SAR Images	62
A 20-Year Monitoring of Seasonal and Long-Term Surface Elevation Changes in Permafrost Areas Using GPS Interferometric Reflectometry	62
Geological Mapping via Convolutional Neural Network Based on Remote Sensing and Geochemical Survey Data in Vegetation Coverage Areas	61
Multidomain Adaptive Unsupervised Learning for Cross-Scene Hyperspectral Image Classification Based on a Generative Network	61
LRFNet: Toward Accurate Infrared Small Target Segmentation via Large Effective Receptive Field With Contextual Cues	61
MRC-Net: A Multistage Network With Rank-Reduced Multihead Self-Attention and Cascade Learning for Hyperspectral Pansharpening	60
Human-Annotated Label Noise and Their Impact on ConvNets for Remote Sensing Image Scene Classification	60
A Portable Penetrating Radar System for 3D Wall Attribution Inversion	60
Application of Feature Tracking Using K-Nearest-Neighbor Vector Field Consensus in Sea Ice Tracking	60
Multispectral Satellite Image Generation Using StyleGAN3	59
Efficient Object Detection in Large-Scale Remote Sensing Images via Situation-Aware Model	59
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution	59
Large-Scale Forest Height Mapping by Combining TanDEM-X and GEDI Data	59