IEEE Journal of Selected Topics in Applied Earth Observations and Remo

Papers
(The TQCC of IEEE Journal of Selected Topics in Applied Earth Observations and Remo is 9. 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 2021-12-01 to 2025-12-01.)
ArticleCitations
Simulation Analysis of Inverting Marine Vertical Deflection Using Spaceborne GNSS-R Interferometric Altimetry326
The Data-Optimized Oblique Mercator Projection316
An Automatic Decision-Level Fusion Rice Mapping Method of Optical and SAR Images Based on Cloud Coverage296
A Global-to-Local Spectral-Spatial Attention-Based Nonlinearity and Scaled Endmember Variability Parametric Learning Network for Unmixing235
A Temporal–Spatial–Spectral Fusion Framework for Coastal Wetland Mapping on Time-Series Remote Sensing Imagery204
En-Decoded Index Guided Edge Refinement Network for Change Detection of Remote Sensing Image167
GLTDNet: Cross-Domain Road Extraction Through Collaborative Optimization of Global-Local Feature Enhancement and Topological Decoupling153
HPAN: Hierarchical Part-Aware Network for Fine-Grained Segmentation of Street View Imagery150
MSFCN: A Multiscale Feature Correlation Network for Remote Sensing Image Scene Change Detection140
A New Framework for Evaluating Image Quality Including Deep Learning Task Performances as a Proxy132
Hierarchical 2-D/3-D Object-Based Classification of Photogrammetric Textured Mesh Models113
TEMPEST-D and GPM-GMI Observations Over Precipitating Systems: A Cross-Validation Study109
ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing108
Patch-Based Semantically Enhanced Network for IR Dim and Small Targets Background Suppression107
Improving the Spatial Continuity of GEDI Aboveground Biomass Density Products Using Multisource Remote Sensing Data With Consideration of Spatial Correlation and Heterogeneity104
SyntCities: A Large Synthetic Remote Sensing Dataset for Disparity Estimation103
STFCropNet: A Spatiotemporal Fusion Network for Crop Classification in Multiresolution Remote Sensing Images103
PS-GAN: Pseudo Supervised Generative Adversarial Network With Single Scale Retinex Embedding for Infrared and Visible Image Fusion102
CBGW-YOLOv8: An Improved Model for Intelligent Monitoring of Construction Projects in Remote Sensing Images101
Wiener Filter-Based Mamba for Remote Sensing Image Super-Resolution With Novel Degradation100
Toward Better Accuracy-Efficiency Tradeoffs for Oriented SAR Ship Object Detection99
Estimation and Validation Study of Soil Moisture Using GPS-IR Technique Over a Tropical Region: Variability of SM With Rainfall and Energy Fluxes98
On the Mitigation of Phase Bias in SAR Interferometry Applications: A New Model Based on NDWI95
CosPoint Transformer: Enhancing 3-D Semantic Segmentation With Cosine Similarity Attention and Cross-Attention91
Remote Sensing Image Change Detection Based on Lightweight Transformer and Multiscale Feature Fusion91
Practical APS Processing Chain of Ground-Based InSAR for Real-Time Landslide Monitoring by Introducing Weighted Estimation87
Joint Multichannel Sparsity for TomoSAR Imaging Under Interrupted SAR Conditions85
Deriving Surface Reflectance From Visible/Near Infrared and Ultraviolet Satellite Observations Through the Community Radiative Transfer Model84
A Dual-Driven Deep Learning Model with Local Structure Physical Scattering Characteristics and Fine-Grained Image Features for SAR Ship Recognition82
Hyper-LKCNet: Exploring the Utilization of Large Kernel Convolution for Hyperspectral Image Classification81
Ground-Based Remote Sensing and Uncertainty Analysis of the Mass Eruption Rate Associated With the 3–5 December 2015 Paroxysms of Mt. Etna81
A 20-Year Monitoring of Seasonal and Long-Term Surface Elevation Changes in Permafrost Areas Using GPS Interferometric Reflectometry80
MIMFormer: Multiscale Inception Mixer Transformer for Hyperspectral and Multispectral Image Fusion80
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application80
Orientation Estimation of Rotated Sonar Image Targets via the Wavelet Subimage Energy Ratio80
Multidomain Adaptive Unsupervised Learning for Cross-Scene Hyperspectral Image Classification Based on a Generative Network80
Change Detection in Multitemporal SAR Images Based on Slow Feature Analysis Combined With Improving Image Fusion Strategy80
LRFNet: Toward Accurate Infrared Small Target Segmentation via Large Effective Receptive Field With Contextual Cues78
Application of Feature Tracking Using K-Nearest-Neighbor Vector Field Consensus in Sea Ice Tracking76
MRC-Net: A Multistage Network With Rank-Reduced Multihead Self-Attention and Cascade Learning for Hyperspectral Pansharpening76
A Portable Penetrating Radar System for 3D Wall Attribution Inversion75
Configurable 2D–3D CNNs Accelerator for FPGA-Based Hyperspectral Imagery Classification71
Analysis of GNSS-R Code-Level Altimetry Using QZSS C/A, L1C, and BDS B1C Signals and Their Combinations in a Coastal Experiment71
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution71
BinaryViT: Binary Vision Transformer for Hyperspectral Image Classification69
A Global Coastal Sea Surface Wind Field Correction Method for HY-2C Scatterometer67
Two-Level Feature Fusion Network for Remote Sensing Image Change Detection66
MSF-GhostNet: Computationally Efficient YOLO for Detecting Drones in Low-Light Conditions66
CONSS: Contrastive Learning Method for Semisupervised Seismic Facies Classification66
Landslide Inventory Mapping Based on Independent Component Analysis and UNet3+: A Case of Jiuzhaigou, China65
Multi-Directional Rotation-aware Network for Oriented Ship Detection from Remote Sensing Imagery64
DED-SAM:Adapting Segment Anything Model 2 for Dual Encoder–Decoder Change Detection64
Comparison of Methane Detection Using Shortwave and Longwave Infrared Hyperspectral Sensors Under Varying Environmental Conditions64
On Adversarial Robust Generalization of DNNs for Remote Sensing Image Classification63
Extracting Dwellings in Refugee Camps Using Multifractal Analysis and Mathematical Morphology Based Descriptors63
Low-Frequency Ultrawideband Synthetic Aperture Radar Foliage-Concealed Target Change Detection Strategy Based on Image Stacks63
RoFDiff: Robust Hyperpansharpening via a High-Low Frequency Conditional Diffusion Model62
Improving Soil Organic Matter Mapping Using Transfer Learning and Satellite-Simulated Samples From Bare Soil Hyperspectral Imagery62
Study of Spatiotemporal-Scale Framework for Detecting Disaster-Inducing Factors in High-Altitude Cold Regions Taking the Kanchenjunga Basin as an Example61
Combining Dark Pixels and Spectral Characteristics for Thin Cloud Removal in High-Resolution Remote Sensing Images60
Efficient Onboard Band Selection Algorithm for Hyperspectral Imagery in SmallSat Missions With Limited Downlink Capabilities60
Theoretical Analysis of the Spatial Baseline for Moon-Based SAR Cross-Track Interferometry59
Tucker Decomposition-Based Network Compression for Anomaly Detection With Large-Scale Hyperspectral Images59
Nonlinear Waveform Sensing for Cognitive Radar Based on Reinforcement Learning59
Mapping Invasive Spartina alterniflora Using Phenological Information and Red-Edge Bands of Sentinel-2 Time-Series Data58
Individual Tree Crown Delineation in Heterogeneous Urban Environments Using High-Resolution Airborne Imagery58
A Gaussian Process Regression Method to Nowcast Cloud-to-Ground Lightning From Remote Sensing and Numerical Weather Modeling Data58
WCMU-net: An Effective Method for Reducing the Impact of Speckle Noise in SAR Image Change Detection58
Artificial Intelligence Algorithms for Rapeseed Fields Mapping Using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints57
A Diverse Large-Scale Building Dataset and a Novel Plug-and-Play Domain Generalization Method for Building Extraction57
HSFMamba: Hierarchical Selective Fusion Mamba Network for Optics-Guided Joint Super-Resolution and Denoising of Noise-Corrupted SAR Images57
Human-Annotated Label Noise and Their Impact on ConvNets for Remote Sensing Image Scene Classification56
Bayesian Optimization-Based Adaptive Weighted Stacking for Spatial Extrapolation of Soil Moisture Over the Tibetan Plateau56
Adaptive Fusion-based Two-flow Spectral–Spatial Transformer Network for SAR-based Optical Cloud Removal56
Efficient Object Detection in Large-Scale Remote Sensing Images via Situation-Aware Model56
OF-PhyNet: A Hybrid Neural Network Method for River Surface Velocity Measurement Based on Optical Flow and Physical Constraints55
Semantic-Geometric Consistency-Enforcing With Mamba-Augmented Network for Remote Sensing Image Segmentation55
An Ensemble Learning Approach for Land Use/Land Cover Classification of Arid Regions for Climate Simulation: A Case Study of Xinjiang, Northwest China54
Hyperspectral Anomaly Detection Using Dual-Branch Network Based on Frequency Domain Learning53
Quantifying the Representativeness Errors Caused by Scale Transformation of Remote Sensing Data in Stochastic Ensemble Data Assimilation53
High-Resolution Sea Surface Current Vector Field Inversion Based on Circular Scanning SAR53
GCIFormer: An Efficient Global Context Injection Transformer for Remote Sensing Pansharpening53
3D Reconstruction of Ship Target from Multi-Angle SAR Images Based on Side-View Projection52
SARFA-Net: Shape-Aware Label Assignment and Refined Feature Alignment for Arbitrary-Oriented Object Detection in Remote Sensing Images52
Superpixel Segmentation Method Based on Foreground-background Separation and Independent Multicycle Labeling52
Geological Mapping via Convolutional Neural Network Based on Remote Sensing and Geochemical Survey Data in Vegetation Coverage Areas52
Dual-Scale Complementary Spatial-Spectral Joint Model for Hyperspectral Image Classification51
Hyperspectral Detection and Unmixing of Subpixel Target Using Iterative Constrained Sparse Representation51
Morphological Convolution and Attention Calibration Network for Hyperspectral and LiDAR Data Classification50
A Novel Spectral Index for Vegetation Destruction Event Detection Based on Multispectral Remote Sensing Imagery50
PixelGame: Infrared Small Target Segmentation as a Nash Equilibrium50
Pansharpening Based on Variational Fractional-Order Geometry Model and Optimized Injection Gains49
Observation of latitudinal Asymmetric Ionospheric Disturbances Induced by Typhoon YAGI (2024) Using the BeiDou GEO Satellite48
Gap Filling of the ESA CCI Soil Moisture Data Using a Spatiotemporal Attention-Based Residual Deep Network48
SingleRecon: Reconstructing Building 3-D Models of LoD1 From a Single Off-Nadir Remote Sensing Image48
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images47
Supervised Change Detection Using Prechange Optical-SAR and Postchange SAR Data47
DHRNet: A Dual-Branch Hybrid Reinforcement Network for Semantic Segmentation of Remote Sensing Images47
CFNet: An Eigenvalue Preserved Approach to Multiscale Building Segmentation in High-Resolution Remote Sensing Images47
Multispectral Satellite Image Generation Using StyleGAN347
Large-Scale Forest Height Mapping by Combining TanDEM-X and GEDI Data46
Pixel-to-Abundance Translation: Conditional Generative Adversarial Networks Based on Patch Transformer for Hyperspectral Unmixing45
SAR Image Despeckle With CNN Using a Novel Logarithmic Discrete Cosine Transform-Based Loss45
An Open Set Recognition for SAR Targets Based on Encoding-Conditional Decoding Network with Reject Threshold Adaptation45
Toward Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization44
Deformable Feature Fusion and Accurate Anchors Prediction for Lightweight SAR Ship Detector Based on Dynamic Hierarchical Model Pruning44
A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning44
FSOD4RSI: Few-Shot Object Detection for Remote Sensing Images via Features Aggregation and Scale Attention44
Domain Adaptation in Remote Sensing Image Classification: A Survey43
Quantum Algorithms Applied to Satellite Mission Planning for Earth Observation43
Infrared Small Target Detection Based on the Improved Density Peak Global Search and Human Visual Local Contrast Mechanism43
FDC-TA-DSN Ship Classification Model and Dataset Construction Based on Complex-Valued SAR43
Advancing RGB-IR Image Fusion: Exploiting Hyperbolic Geometry42
On the Value of LES Models for Evaluating Spatio-Temporal Tropospheric Variability in Multitemporal SAR Interferograms42
Step-by-Step: Efficient Ship Detection in Large-Scale Remote Sensing Images42
Domain Knowledge-Guided Self-Supervised Change Detection for Remote Sensing Images42
Frequency-Driven Edge Guidance Network for Semantic Segmentation of Remote Sensing Images42
Recognition of Volumetric Scattering of Lunar Regolith Media in the PSR via Fully Polarimetric SAR Data42
A Deep Neural Network Based on Prior-Driven and Structural Preserving for SAR Image Despeckling42
Intercalibration of Luojia1-01 and Suomi-NPP-VIIRS Monthly Nighttime Light Composite Using a Spatial-Temporal Residuals Correction Random Forest Model42
Edge Enhanced Channel Attention-Based Graph Convolution Network for Scene Classification of Complex Landscapes42
Graph-Embedding Balanced Transfer Subspace Learning for Hyperspectral Cross-Scene Classification41
Uncertainties in Field Spectroscopy: Operator and Setup Induced Effects on Spectral Radiance Measurements41
The ƒ'/Q Factor in the Relationship Between Inherent and Apparent Optical Properties in a Typical Inland Water (Lake Taihu, China)41
Assimilation of Remotely Sensed Leaf Area Index for Improving Land Surface Simulation Performance at a Global Scale41
A Dual-Source Deep Learning Model for Mapping Wet Anabranches in Braided Rivers on the Tibetan Plateau41
Robust Registration of Multimodal Remote Sensing Images With Spectrum Congruency41
A Class-Aware Semi-Supervised Framework for Semantic Segmentation of High-Resolution Remote Sensing Imagery41
Multibranch Network for Addressing Intraclass Variation in Remote Sensing Building Detection41
Evaluating Multiparameter Response to Seismic Thermal Anomalies From Global Major Earthquakes40
A Trimodel SAR Semisupervised Recognition Method Based on Attention-Augmented Convolutional Networks40
Spatiotemporal Fusion Algorithm Based on Multikernal Adaptive Network40
Characterization of the Amazon Rainforest Backscatter at X-Band Using TanDEM-X Data39
Implementation of Deep Convolutional Neural Network to Reconstruct Subsurface Resistivity Using Gramian Angular Field for Airborne Electromagnetic System39
Line-Frame Combined Multi-Slit Hyperspectral Imaging System for Simplified and High-Precision UAV Remote Sensing Solution39
Dominant Scattering Mechanism Identification From Quad-Pol-SAR Data Analysis39
LKVHAN: Multiscale Large Kernel Vertical-Horizontal Attention Network for Hyperspectral Image Classification39
Development of a Polarimetric 50-GHz Spectrometer for Temperature Sounding in the Middle Atmosphere39
Learning Distinctive Feature Representation for Descriptors on Multimodal Images by Incorporating Multiple Negative Samples39
UAV-FAENet: Frequency-Aware and Attention-Enhanced Network for Remote Sensing Semantic Segmentation of UAV Imagery39
Prediction of Gross Primary Productivity Change in Central Asia Under Climate Change Using Deep Learning39
Predicting Land Surface Temperature and Land Cover Changes Based on Multisource Remote Sensing Spatio-Temporal Fusion in Hefei, Eastern China38
Estimation of Forest Aboveground Biomass Using Multitemporal Quad-Polarimetric PALSAR-2 SAR Data by Model-Free Decomposition Approach in Planted Forest38
An Empirical Study of the Convolution Neural Networks Based Detection on Object With Ambiguous Boundary in Remote Sensing Imagery—A Case of Potential Loess Landslide38
A New Spectral Index for Mapping Water Surfaces in Urban Contexts38
Integration of VGGNet-Driven Precipitation Similarity Analysis and Hydrological Modeling for Enhanced Streamflow Forecasting38
Urban Impervious Surface Extraction Using Seasonal Time Series SAR Images38
Eddy Detection of Lakes in the Qinghai–Tibet Plateau Based on Optical Remote Sensing and Deep Learning38
Ultra-Wideband RF-Photonics Technology for Microwave Spectrometry38
A Multiscale Dual Attention Network for the Automatic Classification of Polar Sea Ice and Open Water Based on Sentinel-1 SAR Images37
A New Spatial Downscaling Method for Long-Term AVHRR NDVI by Multiscale Residual Convolutional Neural Network37
VS-LSDet: A Multiscale Ship Detector for Spaceborne SAR Images Based on Visual Saliency and Lightweight CNN37
Large River Overrides Tidal Marsh Outwelling in Spatial Gradients of Dissolved Organic Carbon: Observations Across Yangtze Estuary–Coastal Marsh Complex37
Observation of Mode-2 Internal Solitary Waves in the Northern South China Sea Based on Optical Remote Sensing37
36-Year Surge Behaviors of the Sortebræ Glacier Complex in East Greenland, Revealed by Multisource Satellite Images37
Edge-Computing-Enabled Deep Learning Approach for Low-Light Satellite Image Enhancement37
Assessing Various Scenarios of Multitemporal Sentinel-2 Imagery, Topographic Data, Texture Features, and Machine Learning Algorithms for Tree Species Identification37
Edge-Guided Multiscale Spatio–Temporal–Spectral Dynamic Coordination for Agricultural Parcel Classification36
Offshore Surface Evaporation Duct Joint Inversion Algorithm Using Measured Dual-Frequency Sea Clutter36
Zero-Shot Remote Sensing Scene Classification Based on Automatic Knowledge Graph and Dual-Branch Semantic Correlation Supervision36
End-to-End Pixel-Wisely Detection of Oceanic Eddy on SAR Images With Stacked Attention Network36
A Hardware Implementation of Spaceborne SAR BP Algorithm Based on Precise Region Focusing and Hardware–Software Collaboration36
Estimation of Photosynthetic and Non-Photosynthetic Vegetation Coverage in Coal Mining Areas and Their Responses to Mining Activities Using Sentinel-2A Data36
Learning Spectral–Spatial-Former Deep Prior for Hyperspectral Image Superresolution36
Quantification of Urban Heat Island Effect and Differences in Regional Influence Based on Footprint Analysis: A Case Study of the Beijing–Tianjin–Hebei Urban Agglomeration35
Endmember-Free Hyperspectral Unmixing35
A Multilevel Point-Matching Algorithm Based on Hierarchical Feature Detection and Description for SAR-to-Optical Image Registration35
Multiscale Gaussian Process-Driven Graph Convolutional Neural Network for Polarimetric SAR Image Classification35
Multilayer Ionospheric Model Constrained by Physical Prior Based on GNSS Stations35
IEEE Geoscience and Remote Sensing Society Information for Authors35
Machine Learning-Based Retrieval of Cloud Droplet Number Concentration and Liquid Water Path From Satellite Spectral Data35
Spatial-Temporal Pattern of Land Use and SDG15 Assessment in the Bohai Rim Region Based on GEE and RF Algorithms35
Real-Time Infrared Small Target Detection With Nonlocal Spatial-Temporal Feature Fusion35
CLDRNet: A Difference Refinement Network Based on Category Context Learning for Remote Sensing Image Change Detection35
Prediction of Surface Water Temperature and Its Spatial-Temporal Variation Characteristics of 11 Main Lakes in Yunnan–Guizhou Plateau35
Domain Adaptation for Multilabel Remote Sensing Image Annotation With Contrastive Pseudo-Label Generation34
An Improved Kuhn Munkres Algorithm for Ship Matching in Optical Satellite Images34
Retrieving Multiaspect Point Clouds From a Multichannel K-Band SAR Drone34
Water-Body Type Classification in Dual PolSAR Imagery Using a Two-Step Deep-Learning Method34
Road Crack Detection and Orientation Estimation Using Airborne Synthetic Aperture Radar34
A Multiobjective Group Sparse Hyperspectral Unmixing Method With High Correlation Library34
DERL: A Differential Evolution-Reinforcement Learning Framework for Efficient Hyperparameter Optimization in Hyperspectral Image Classification34
Research on Sea Surface Elliptical Current Remote Sensing With Single-Station Wide-Beam High-Frequency Sky–Surface Wave Radar34
Attention and Hybrid Loss Guided 2-D Network for Seismic Impedance Inversion34
Multimodal Large Models Driven SAR Image Captioning: A Benchmark Dataset and Baselines34
Inversion of Critical Shear Strength Parameters of Landslides Using InSAR and MWOA34
Technology Maturation Efforts for the Next Generation of Grating Spectrometer Hyperspectral Infrared Sounders34
A Multimodal Semantic Segmentation Framework for Heterogeneous Optical and Complex SAR Data34
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery33
Combining a Crop Growth Model With CNN for Underground Natural Gas Leakage Detection Using Hyperspectral Imagery33
Annual and Seasonal Variations in Glacier Velocity, and Surging Glaciers in the West Kunlun Mountain33
A Tomographic Method for the Reconstruction of the Plasmasphere Based on COSMIC/ FORMOSAT-3 Data33
PCCN-MSS: Parallel Convolutional Classification Network Combined Multi-Spatial Scale and Spectral Features for UAV-Borne Hyperspectral With High Spatial Resolution Imagery33
Sub retrograde geosynchronous orbit SAR: parameter design and performance analysis33
Detecting and Mapping Individual Fruit Trees in Complex Natural Environments via UAV Remote Sensing and Optimized YOLOv533
NO2 Air Pollution Trends and Settlement Growth in Megacities33
An Anchor-Free Feature-Enhanced Network for Arbitrary Oriented Ship Detection in High Resolution SAR Images33
On the Correlation Between Earthquakes and Prior Ionospheric Scintillations Over the Ocean: A Study Using GNSS-R Data Between 2017 and 202133
Assessment of Spartina Alterniflora Management Effectiveness in Shandong Province Based on Phenological Features and Deep Learning Models33
Understanding Volume Estimation Uncertainty of Lakes and Wetlands Using Satellites and Citizen Science33
Impact of Surface Soil Moisture Retrieval Time Frequency on Land Surface Regime Detection Skill32
Extraction of Cladophora Blooms in Qinghai Lake Through the Integration of Sentinel-2 MSI Imagery and Deep Learning Techniques32
MHS-Mamba: A Multihierarchical Semantic Model for UAV Hyperspectral Image Classification32
Attention Residual Hybrid Network for Unmanned Aerial Vehicles Hyperspectral Image Classification32
Constructing a Large-Scale Landslide Database Across Heterogeneous Environments Using Task-Specific Model Updates32
Snow Cover Mapping From Chinese Geostationary Meteorological Satellite FY-2F VISSR-II Data Using Random Forest Classifier32
Spatial Location-Guided Global Context Modeling Network for Cropland Dynamic Monitoring in Multitemporal Remote Sensing Images32
Multiscale Cross-Axis Position Attention and Edge-Constrained Knowledge Distillation for Road Extraction in High-Resolution Remote Sensing Images32
Multielement-Feature-Based Hierarchical Context Integration Network for Remote Sensing Image Segmentation32
CTPMSN: Enhancing Multimodal Remote Sensing Classification With Composite Text Prompts32
Mesoscale Westward Eddy Trajectory Prediction With Memory Augmented Neural Network32
ViT-ISRGAN: A High-Quality Super-Resolution Reconstruction Method for Multispectral Remote Sensing Images31
TPL-DA: A Novel Threshold-Free Pseudolabel Learning Framework for Domain Adaptive Semantic Segmentation of High-Resolution Remote Sensing Images31
Response Analysis of Terrestrial Water Storage Components to Drought Based on Random Forests During 2011–2020 in Yunnan, China31
THANTD: Triplet Hybrid Attention Network for Hyperspectral Target Detection31
Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge31
Large Area Crops Mapping by Phenological Horizon Attention Transformer (PHAT) Method Using MODIS Time-Series Imagery31
Pseudo Quad-Pol Simulation From Compact Polarimetric SAR Data via a Complex-Valued Dual-Branch Convolutional Neural Network31
Integrated Object Detection and Communication for Synthetic Aperture Radar Images31
High-Resolution and Large-Scene Optical-SAR Registration via Star-UNet: A Local-to-Global Approach With Implicit Kernel Mapping31
Quantitative Estimation of Net Primary Productivity by an Improved tCASA Model Using Landsat Time Series Data: A Case Study of Central Plains, China31
HyDA-Net: A Hybrid Dense Attention Network for Remote Sensing Multi-Image Super-Resolution31
A Low-Power, Ambiguous Synthetic Aperture Radar Concept for Continuous Ship Monitoring31
Spatial–Spectral Involution MLP Network for Hyperspectral Image Classification31
Hardware-Optimized Architecture of On-Board Registration for Remote-Sensing Images —Take SURF as an Example31
TCCU-Net: Transformer and CNN Collaborative Unmixing Network for Hyperspectral Image31
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion30
AI Techniques for Near Real-Time Monitoring of Contaminants in Coastal Waters on Board Future $\Phi$sat-2 Mission30
A Deep-Learning-Based Microwave Radiative Transfer Emulator for Data Assimilation and Remote Sensing30
A Novel Deep Learning Architecture for Agriculture Land Cover and Land Use Classification from Remote Sensing Images Based on Network-Level Fusion of Self-Attention Architecture30
Coherent Change Detection for High-Resolution Drone-Borne SAR at 24 GHz30
Topographic Effects on Optical Remote Sensing: Simulations by PLC Model30
Large-Scale Fine-Grained Building Classification and Height Estimation for Semantic Urban Reconstruction: Outcome of the 2023 IEEE GRSS Data Fusion Contest30
Detecting Historical Terrain Anomalies With UAV-LiDAR Data Using Spline-Approximation and Support Vector Machines30
Transferring Transformer-Based Models for Cross-Area Building Extraction From Remote Sensing Images30
Baseline-Based Soil Salinity Index (BSSI): A Novel Remote Sensing Monitoring Method of Soil Salinization30
SDR-Based Dual Polarized L-Band Microwave Radiometer Operating From Small UAS Platforms30
Pol-NAS: A Neural Architecture Search Method With Feature Selection for PolSAR Image Classification30
Time-Series Analysis and Prediction of Surface Deformation in the Jinchuan Mining Area, Gansu Province, by Using InSAR and CNN–PhLSTM Network30
An Edge-Aware Multitask Network Based on CNN and Transformer Backbone for Farmland Instance Segmentation29
Quantifying Uncertainty in Slum Detection: Advancing Transfer Learning With Limited Data in Noisy Urban Environments29
Validation of ICESat-2 ATL08 Terrain and Canopy Height Retrievals in Tropical Mesoamerican Forests29
Pansharpening via Multiscale Embedding and Dual Attention Transformers29
Heterogeneous Dynamic Graph Convolutional Networks for Enhanced Spatiotemporal Flood Forecasting by Remote Sensing29
Efficient Global Color, Luminance, and Contrast Consistency Optimization for Multiple Remote Sensing Images29
Research on SAR Imaging Simulation Based on Time-Domain Shooting and Bouncing Ray Algorithm29
A Cross-Attention-Based Multi-Information Fusion Transformer for Hyperspectral Image Classification29
A Two-Step Motion Compensation Method for Polar Format Images of Terahertz SAR Based on Echo Data29
Modeling and Predicting Land Use Land Cover Spatiotemporal Changes: A Case Study in Chalus Watershed, Iran29
Aerosol Parameters Retrieval From TROPOMI/S5P Using Physics-Based Neural Networks29
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