OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Journal of Selected Topics in Applied Earth Observations and Remo is 62. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Simulation Analysis of Inverting Marine Vertical Deflection Using Spaceborne GNSS-R Interferometric Altimetry	335
The Data-Optimized Oblique Mercator Projection	326
An Automatic Decision-Level Fusion Rice Mapping Method of Optical and SAR Images Based on Cloud Coverage	311
A Global-to-Local Spectral-Spatial Attention-Based Nonlinearity and Scaled Endmember Variability Parametric Learning Network for Unmixing	240
A Temporal–Spatial–Spectral Fusion Framework for Coastal Wetland Mapping on Time-Series Remote Sensing Imagery	211
En-Decoded Index Guided Edge Refinement Network for Change Detection of Remote Sensing Image	175
GLTDNet: Cross-Domain Road Extraction Through Collaborative Optimization of Global-Local Feature Enhancement and Topological Decoupling	161
HPAN: Hierarchical Part-Aware Network for Fine-Grained Segmentation of Street View Imagery	159
MSFCN: A Multiscale Feature Correlation Network for Remote Sensing Image Scene Change Detection	149
A New Framework for Evaluating Image Quality Including Deep Learning Task Performances as a Proxy	135
Hierarchical 2-D/3-D Object-Based Classification of Photogrammetric Textured Mesh Models	116
TEMPEST-D and GPM-GMI Observations Over Precipitating Systems: A Cross-Validation Study	113
ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing	110
Patch-Based Semantically Enhanced Network for IR Dim and Small Targets Background Suppression	109
Improving the Spatial Continuity of GEDI Aboveground Biomass Density Products Using Multisource Remote Sensing Data With Consideration of Spatial Correlation and Heterogeneity	108
PS-GAN: Pseudo Supervised Generative Adversarial Network With Single Scale Retinex Embedding for Infrared and Visible Image Fusion	108
SyntCities: A Large Synthetic Remote Sensing Dataset for Disparity Estimation	108
CBGW-YOLOv8: An Improved Model for Intelligent Monitoring of Construction Projects in Remote Sensing Images	107
Toward Better Accuracy-Efficiency Tradeoffs for Oriented SAR Ship Object Detection	106
Wiener Filter-Based Mamba for Remote Sensing Image Super-Resolution With Novel Degradation	106
Estimation and Validation Study of Soil Moisture Using GPS-IR Technique Over a Tropical Region: Variability of SM With Rainfall and Energy Fluxes	105
CosPoint Transformer: Enhancing 3-D Semantic Segmentation With Cosine Similarity Attention and Cross-Attention	101
Remote Sensing Image Change Detection Based on Lightweight Transformer and Multiscale Feature Fusion	96
Practical APS Processing Chain of Ground-Based InSAR for Real-Time Landslide Monitoring by Introducing Weighted Estimation	93
Joint Multichannel Sparsity for TomoSAR Imaging Under Interrupted SAR Conditions	93

Deriving Surface Reflectance From Visible/Near Infrared and Ultraviolet Satellite Observations Through the Community Radiative Transfer Model	88
A Dual-Driven Deep Learning Model with Local Structure Physical Scattering Characteristics and Fine-Grained Image Features for SAR Ship Recognition	87
Ground-Based Remote Sensing and Uncertainty Analysis of the Mass Eruption Rate Associated With the 3–5 December 2015 Paroxysms of Mt. Etna	87
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application	86
A 20-Year Monitoring of Seasonal and Long-Term Surface Elevation Changes in Permafrost Areas Using GPS Interferometric Reflectometry	84
Multidomain Adaptive Unsupervised Learning for Cross-Scene Hyperspectral Image Classification Based on a Generative Network	84
LRFNet: Toward Accurate Infrared Small Target Segmentation via Large Effective Receptive Field With Contextual Cues	83
MRC-Net: A Multistage Network With Rank-Reduced Multihead Self-Attention and Cascade Learning for Hyperspectral Pansharpening	83
Application of Feature Tracking Using K-Nearest-Neighbor Vector Field Consensus in Sea Ice Tracking	83
A Portable Penetrating Radar System for 3D Wall Attribution Inversion	82
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution	82
Analysis of GNSS-R Code-Level Altimetry Using QZSS C/A, L1C, and BDS B1C Signals and Their Combinations in a Coastal Experiment	81
Configurable 2D–3D CNNs Accelerator for FPGA-Based Hyperspectral Imagery Classification	80
A Global Coastal Sea Surface Wind Field Correction Method for HY-2C Scatterometer	80
MSF-GhostNet: Computationally Efficient YOLO for Detecting Drones in Low-Light Conditions	79
Two-Level Feature Fusion Network for Remote Sensing Image Change Detection	78
Comparison of Methane Detection Using Shortwave and Longwave Infrared Hyperspectral Sensors Under Varying Environmental Conditions	78
An Open Set Recognition for SAR Targets Based on Encoding-Conditional Decoding Network with Reject Threshold Adaptation	76
Toward Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization	74
Hyper-LKCNet: Exploring the Utilization of Large Kernel Convolution for Hyperspectral Image Classification	73
Extracting Dwellings in Refugee Camps Using Multifractal Analysis and Mathematical Morphology Based Descriptors	72
On Adversarial Robust Generalization of DNNs for Remote Sensing Image Classification	71
Improving Soil Organic Matter Mapping Using Transfer Learning and Satellite-Simulated Samples From Bare Soil Hyperspectral Imagery	70
Study of Spatiotemporal-Scale Framework for Detecting Disaster-Inducing Factors in High-Altitude Cold Regions Taking the Kanchenjunga Basin as an Example	68
Combining Dark Pixels and Spectral Characteristics for Thin Cloud Removal in High-Resolution Remote Sensing Images	67
Efficient Onboard Band Selection Algorithm for Hyperspectral Imagery in SmallSat Missions With Limited Downlink Capabilities	67
Theoretical Analysis of the Spatial Baseline for Moon-Based SAR Cross-Track Interferometry	67
Tucker Decomposition-Based Network Compression for Anomaly Detection With Large-Scale Hyperspectral Images	66
WCMU-net: An Effective Method for Reducing the Impact of Speckle Noise in SAR Image Change Detection	66
Artificial Intelligence Algorithms for Rapeseed Fields Mapping Using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints	65
Individual Tree Crown Delineation in Heterogeneous Urban Environments Using High-Resolution Airborne Imagery	65
Human-Annotated Label Noise and Their Impact on ConvNets for Remote Sensing Image Scene Classification	64
GCIFormer: An Efficient Global Context Injection Transformer for Remote Sensing Pansharpening	63
Semantic-Geometric Consistency-Enforcing With Mamba-Augmented Network for Remote Sensing Image Segmentation	63
An Ensemble Learning Approach for Land Use/Land Cover Classification of Arid Regions for Climate Simulation: A Case Study of Xinjiang, Northwest China	63
Bayesian Optimization-Based Adaptive Weighted Stacking for Spatial Extrapolation of Soil Moisture Over the Tibetan Plateau	63
Hyperspectral Anomaly Detection Using Dual-Branch Network Based on Frequency Domain Learning	62
High-Resolution Sea Surface Current Vector Field Inversion Based on Circular Scanning SAR	62