IEEE Journal of Selected Topics in Applied Earth Observations and Remo

Papers
(The median citation count of IEEE Journal of Selected Topics in Applied Earth Observations and Remo is 2. 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 2021-06-01 to 2025-06-01.)
ArticleCitations
The Data-Optimized Oblique Mercator Projection266
Simulation Analysis of Inverting Marine Vertical Deflection Using Spaceborne GNSS-R Interferometric Altimetry258
SingleRecon: Reconstructing Building 3-D Models of LoD1 From a Single Off-Nadir Remote Sensing Image222
Landslide Inventory Mapping Based on Independent Component Analysis and UNet3+: A Case of Jiuzhaigou, China210
A New Framework for Evaluating Image Quality Including Deep Learning Task Performances as a Proxy120
DED-SAM:Adapting Segment Anything Model 2 for Dual Encoder–Decoder Change Detection120
Application of Feature Tracking Using K-Nearest-Neighbor Vector Field Consensus in Sea Ice Tracking112
Hierarchical 2-D/3-D Object-Based Classification of Photogrammetric Textured Mesh Models111
Human-Annotated Label Noise and Their Impact on ConvNets for Remote Sensing Image Scene Classification111
TEMPEST-D and GPM-GMI Observations Over Precipitating Systems: A Cross-Validation Study104
ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing97
Artificial Intelligence Algorithms for Rapeseed Fields Mapping Using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints93
SyntCities: A Large Synthetic Remote Sensing Dataset for Disparity Estimation84
High-Resolution Sea Surface Current Vector Field Inversion Based on Circular Scanning SAR82
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application81
MSFCN: A Multiscale Feature Correlation Network for Remote Sensing Image Scene Change Detection80
HPAN: Hierarchical Part-Aware Network for Fine-Grained Segmentation of Street View Imagery77
An Automatic Decision-Level Fusion Rice Mapping Method of Optical and SAR Images Based on Cloud Coverage76
Orientation Estimation of Rotated Sonar Image Targets via the Wavelet Subimage Energy Ratio76
Patch-Based Semantically Enhanced Network for IR Dim and Small Targets Background Suppression74
PS-GAN: Pseudo Supervised Generative Adversarial Network With Single Scale Retinex Embedding for Infrared and Visible Image Fusion74
CFNet: An Eigenvalue Preserved Approach to Multiscale Building Segmentation in High-Resolution Remote Sensing Images74
Estimation and Validation Study of Soil Moisture Using GPS-IR Technique Over a Tropical Region: Variability of SM With Rainfall and Energy Fluxes71
Hyperspectral Detection and Unmixing of Subpixel Target Using Iterative Constrained Sparse Representation71
SAR Image Despeckle With CNN Using a Novel Logarithmic Discrete Cosine Transform-Based Loss69
Ground-Based Remote Sensing and Uncertainty Analysis of the Mass Eruption Rate Associated With the 3–5 December 2015 Paroxysms of Mt. Etna69
Deriving Surface Reflectance From Visible/Near Infrared and Ultraviolet Satellite Observations Through the Community Radiative Transfer Model67
Analysis of GNSS-R Code-Level Altimetry Using QZSS C/A, L1C, and BDS B1C Signals and Their Combinations in a Coastal Experiment67
A Global Coastal Sea Surface Wind Field Correction Method for HY-2C Scatterometer66
Gap Filling of the ESA CCI Soil Moisture Data Using a Spatiotemporal Attention-Based Residual Deep Network65
Theoretical Analysis of the Spatial Baseline for Moon-Based SAR Cross-Track Interferometry61
Efficient Onboard Band Selection Algorithm for Hyperspectral Imagery in SmallSat Missions With Limited Downlink Capabilities60
Pixel-to-Abundance Translation: Conditional Generative Adversarial Networks Based on Patch Transformer for Hyperspectral Unmixing60
Tucker Decomposition-Based Network Compression for Anomaly Detection With Large-Scale Hyperspectral Images59
SARFA-Net: Shape-Aware Label Assignment and Refined Feature Alignment for Arbitrary-Oriented Object Detection in Remote Sensing Images59
Toward Better Accuracy-Efficiency Tradeoffs for Oriented SAR Ship Object Detection57
Extracting Dwellings in Refugee Camps Using Multifractal Analysis and Mathematical Morphology Based Descriptors57
Quantifying the Representativeness Errors Caused by Scale Transformation of Remote Sensing Data in Stochastic Ensemble Data Assimilation54
WCMU-net: An Effective Method for Reducing the Impact of Speckle Noise in SAR Image Change Detection54
Low-Frequency Ultrawideband Synthetic Aperture Radar Foliage-Concealed Target Change Detection Strategy Based on Image Stacks54
Toward Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization53
Nonlinear Waveform Sensing for Cognitive Radar Based on Reinforcement Learning53
Large-Scale Forest Height Mapping by Combining TanDEM-X and GEDI Data52
MSF-GhostNet: Computationally Efficient YOLO for Detecting Drones in Low-Light Conditions51
Edge Enhanced Channel Attention-Based Graph Convolution Network for Scene Classification of Complex Landscapes51
Two-Level Feature Fusion Network for Remote Sensing Image Change Detection49
Morphological Convolution and Attention Calibration Network for Hyperspectral and LiDAR Data Classification48
PixelGame: Infrared Small Target Segmentation as a Nash Equilibrium48
Pansharpening Based on Variational Fractional-Order Geometry Model and Optimized Injection Gains48
Improving Soil Organic Matter Mapping Using Transfer Learning and Satellite-Simulated Samples From Bare Soil Hyperspectral Imagery48
On Adversarial Robust Generalization of DNNs for Remote Sensing Image Classification47
DHRNet: A Dual-Branch Hybrid Reinforcement Network for Semantic Segmentation of Remote Sensing Images46
MIMFormer: Multiscale Inception Mixer Transformer for Hyperspectral and Multispectral Image Fusion46
A Gaussian Process Regression Method to Nowcast Cloud-to-Ground Lightning From Remote Sensing and Numerical Weather Modeling Data46
Supervised Change Detection Using Prechange Optical-SAR and Postchange SAR Data45
A Novel Spectral Index for Vegetation Destruction Event Detection Based on Multispectral Remote Sensing Imagery45
Study of Spatiotemporal-Scale Framework for Detecting Disaster-Inducing Factors in High-Altitude Cold Regions Taking the Kanchenjunga Basin as an Example44
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images44
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution44
Change Detection in Multitemporal SAR Images Based on Slow Feature Analysis Combined With Improving Image Fusion Strategy43
Hyper-LKCNet: Exploring the Utilization of Large Kernel Convolution for Hyperspectral Image Classification43
Comparison of Methane Detection Using Shortwave and Longwave Infrared Hyperspectral Sensors Under Varying Environmental Conditions43
An Open Set Recognition for SAR Targets Based on Encoding-Conditional Decoding Network with Reject Threshold Adaptation42
On the Mitigation of Phase Bias in SAR Interferometry Applications: A New Model Based on NDWI41
Quantum Algorithms Applied to Satellite Mission Planning for Earth Observation41
Mapping Invasive Spartina alterniflora Using Phenological Information and Red-Edge Bands of Sentinel-2 Time-Series Data41
Geological Mapping via Convolutional Neural Network Based on Remote Sensing and Geochemical Survey Data in Vegetation Coverage Areas40
An Ensemble Learning Approach for Land Use/Land Cover Classification of Arid Regions for Climate Simulation: A Case Study of Xinjiang, Northwest China39
Infrared Small Target Detection Based on the Improved Density Peak Global Search and Human Visual Local Contrast Mechanism39
STFCropNet: A Spatiotemporal Fusion Network for Crop Classification in Multiresolution Remote Sensing Images39
FSOD4RSI: Few-Shot Object Detection for Remote Sensing Images via Features Aggregation and Scale Attention38
A Deep Neural Network Based on Prior-Driven and Structural Preserving for SAR Image Despeckling38
A Diverse Large-Scale Building Dataset and a Novel Plug-and-Play Domain Generalization Method for Building Extraction38
Frequency-Driven Edge Guidance Network for Semantic Segmentation of Remote Sensing Images38
Deformable Feature Fusion and Accurate Anchors Prediction for Lightweight SAR Ship Detector Based on Dynamic Hierarchical Model Pruning37
Multispectral Satellite Image Generation Using StyleGAN337
A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning37
Configurable 2D–3D CNNs Accelerator for FPGA-Based Hyperspectral Imagery Classification36
Domain Knowledge-Guided Self-Supervised Change Detection for Remote Sensing Images36
Domain Adaptation in Remote Sensing Image Classification: A Survey36
FDC-TA-DSN Ship Classification Model and Dataset Construction Based on Complex-Valued SAR36
A Multilevel Point-Matching Algorithm Based on Hierarchical Feature Detection and Description for SAR-to-Optical Image Registration36
Remote Sensing Image Change Detection Based on Lightweight Transformer and Multiscale Feature Fusion36
CONSS: Contrastive Learning Method for Semisupervised Seismic Facies Classification36
Dual-Scale Complementary Spatial-Spectral Joint Model for Hyperspectral Image Classification36
36-Year Surge Behaviors of the Sortebræ Glacier Complex in East Greenland, Revealed by Multisource Satellite Images35
Domain Adaptation for Multilabel Remote Sensing Image Annotation With Contrastive Pseudo-Label Generation35
Retrieving Multiaspect Point Clouds From a Multichannel K-Band SAR Drone35
Attention Residual Hybrid Network for Unmanned Aerial Vehicles Hyperspectral Image Classification35
THANTD: Triplet Hybrid Attention Network for Hyperspectral Target Detection34
Spatial–Spectral Involution MLP Network for Hyperspectral Image Classification34
A New Spatial Downscaling Method for Long-Term AVHRR NDVI by Multiscale Residual Convolutional Neural Network34
Heterogeneous Dynamic Graph Convolutional Networks for Enhanced Spatiotemporal Flood Forecasting by Remote Sensing34
Large River Overrides Tidal Marsh Outwelling in Spatial Gradients of Dissolved Organic Carbon: Observations Across Yangtze Estuary–Coastal Marsh Complex34
A Two-Step Motion Compensation Method for Polar Format Images of Terahertz SAR Based on Echo Data34
Multilayer Ionospheric Model Constrained by Physical Prior Based on GNSS Stations34
Mesoscale Westward Eddy Trajectory Prediction With Memory Augmented Neural Network34
VS-LSDet: A Multiscale Ship Detector for Spaceborne SAR Images Based on Visual Saliency and Lightweight CNN33
Prediction of Surface Water Temperature and Its Spatial-Temporal Variation Characteristics of 11 Main Lakes in Yunnan–Guizhou Plateau33
Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge33
Pol-NAS: A Neural Architecture Search Method With Feature Selection for PolSAR Image Classification33
Quantitative Estimation of Net Primary Productivity by an Improved tCASA Model Using Landsat Time Series Data: A Case Study of Central Plains, China33
Assessing Various Scenarios of Multitemporal Sentinel-2 Imagery, Topographic Data, Texture Features, and Machine Learning Algorithms for Tree Species Identification33
A New Spectral Index for Mapping Water Surfaces in Urban Contexts33
On the Correlation Between Earthquakes and Prior Ionospheric Scintillations Over the Ocean: A Study Using GNSS-R Data Between 2017 and 202133
Predicting Land Surface Temperature and Land Cover Changes Based on Multisource Remote Sensing Spatio-Temporal Fusion in Hefei, Eastern China33
Advancing RGB-IR Image Fusion: Exploiting Hyperbolic Geometry32
ViT-ISRGAN: A High-Quality Super-Resolution Reconstruction Method for Multispectral Remote Sensing Images32
AI Techniques for Near Real-Time Monitoring of Contaminants in Coastal Waters on Board Future $\Phi$sat-2 Mission32
Pansharpening via Multiscale Embedding and Dual Attention Transformers32
Detecting Historical Terrain Anomalies With UAV-LiDAR Data Using Spline-Approximation and Support Vector Machines32
Zero-Shot Remote Sensing Scene Classification Based on Automatic Knowledge Graph and Dual-Branch Semantic Correlation Supervision32
Hardware-Optimized Architecture of On-Board Registration for Remote-Sensing Images —Take SURF as an Example31
Sub retrograde geosynchronous orbit SAR: parameter design and performance analysis31
TPL-DA: A Novel Threshold-Free Pseudolabel Learning Framework for Domain Adaptive Semantic Segmentation of High-Resolution Remote Sensing Images31
SDR-Based Dual Polarized L-Band Microwave Radiometer Operating From Small UAS Platforms30
Observation of Mode-2 Internal Solitary Waves in the Northern South China Sea Based on Optical Remote Sensing30
Intercalibration of Luojia1-01 and Suomi-NPP-VIIRS Monthly Nighttime Light Composite Using a Spatial-Temporal Residuals Correction Random Forest Model30
Step-by-Step: Efficient Ship Detection in Large-Scale Remote Sensing Images30
Urban Impervious Surface Extraction Using Seasonal Time Series SAR Images30
CLDRNet: A Difference Refinement Network Based on Category Context Learning for Remote Sensing Image Change Detection30
Response Analysis of Terrestrial Water Storage Components to Drought Based on Random Forests During 2011–2020 in Yunnan, China30
Recognition of Volumetric Scattering of Lunar Regolith Media in the PSR via Fully Polarimetric SAR Data30
On the Value of LES Models for Evaluating Spatio-Temporal Tropospheric Variability in Multitemporal SAR Interferograms30
Annual and Seasonal Variations in Glacier Velocity, and Surging Glaciers in the West Kunlun Mountain30
A Cross-Attention-Based Multi-Information Fusion Transformer for Hyperspectral Image Classification30
A Multiobjective Group Sparse Hyperspectral Unmixing Method With High Correlation Library30
Robust Registration of Multimodal Remote Sensing Images With Spectrum Congruency29
An Improved Kuhn Munkres Algorithm for Ship Matching in Optical Satellite Images29
An Empirical Study of the Convolution Neural Networks Based Detection on Object With Ambiguous Boundary in Remote Sensing Imagery—A Case of Potential Loess Landslide29
Pseudo Quad-Pol Simulation From Compact Polarimetric SAR Data via a Complex-Valued Dual-Branch Convolutional Neural Network29
Water-Body Type Classification in Dual PolSAR Imagery Using a Two-Step Deep-Learning Method29
Extraction of Cladophora Blooms in Qinghai Lake Through the Integration of Sentinel-2 MSI Imagery and Deep Learning Techniques29
The ƒ'/Q Factor in the Relationship Between Inherent and Apparent Optical Properties in a Typical Inland Water (Lake Taihu, China)29
Research on SAR Imaging Simulation Based on Time-Domain Shooting and Bouncing Ray Algorithm29
Understanding Volume Estimation Uncertainty of Lakes and Wetlands Using Satellites and Citizen Science29
Multielement-Feature-Based Hierarchical Context Integration Network for Remote Sensing Image Segmentation28
Assimilation of Remotely Sensed Leaf Area Index for Improving Land Surface Simulation Performance at a Global Scale28
Graph-Embedding Balanced Transfer Subspace Learning for Hyperspectral Cross-Scene Classification28
Aerosol Parameters Retrieval From TROPOMI/S5P Using Physics-Based Neural Networks28
Multibranch Network for Addressing Intraclass Variation in Remote Sensing Building Detection28
Detecting and Mapping Individual Fruit Trees in Complex Natural Environments via UAV Remote Sensing and Optimized YOLOv528
Spatial-Temporal Pattern of Land Use and SDG15 Assessment in the Bohai Rim Region Based on GEE and RF Algorithms28
Offshore Surface Evaporation Duct Joint Inversion Algorithm Using Measured Dual-Frequency Sea Clutter28
Downscaling ESA CCI Soil Moisture Based on Soil and Vegetation Component Temperatures Derived From MODIS Data27
HyDA-Net: A Hybrid Dense Attention Network for Remote Sensing Multi-Image Super-Resolution27
Implementation of Deep Convolutional Neural Network to Reconstruct Subsurface Resistivity Using Gramian Angular Field for Airborne Electromagnetic System27
Evaluating Multiparameter Response to Seismic Thermal Anomalies From Global Major Earthquakes27
A Low-Power, Ambiguous Synthetic Aperture Radar Concept for Continuous Ship Monitoring27
Attention and Hybrid Loss Guided 2-D Network for Seismic Impedance Inversion27
Prediction of Gross Primary Productivity Change in Central Asia Under Climate Change Using Deep Learning27
A Multimodal Semantic Segmentation Framework for Heterogeneous Optical and Complex SAR Data27
Utilization of Remote Sensing Dataset and a Deep Learning Object Detection Model to Map Siam Weed Infestations27
Development of a Polarimetric 50-GHz Spectrometer for Temperature Sounding in the Middle Atmosphere27
Large Area Crops Mapping by Phenological Horizon Attention Transformer (PHAT) Method Using MODIS Time-Series Imagery27
Efficient Global Color, Luminance, and Contrast Consistency Optimization for Multiple Remote Sensing Images26
End-to-End Pixel-Wisely Detection of Oceanic Eddy on SAR Images With Stacked Attention Network26
Spatiotemporal Fusion Algorithm Based on Multikernal Adaptive Network26
Fast Double-Channel Aggregated Feature Transform for Matching Planetary Remote Sensing Images26
TCCU-Net: Transformer and CNN Collaborative Unmixing Network for Hyperspectral Image26
Dominant Scattering Mechanism Identification From Quad-Pol-SAR Data Analysis26
Validation of ICESat-2 ATL08 Terrain and Canopy Height Retrievals in Tropical Mesoamerican Forests26
PCCN-MSS: Parallel Convolutional Classification Network Combined Multi-Spatial Scale and Spectral Features for UAV-Borne Hyperspectral With High Spatial Resolution Imagery26
Efficient Attention Transformer Network With Self-Similarity Feature Enhancement for Hyperspectral Image Classification26
Eddy Detection of Lakes in the Qinghai–Tibet Plateau Based on Optical Remote Sensing and Deep Learning26
Technology Maturation Efforts for the Next Generation of Grating Spectrometer Hyperspectral Infrared Sounders26
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery25
Quantifying Uncertainty in Slum Detection: Advancing Transfer Learning With Limited Data in Noisy Urban Environments25
Evaluation of Leaf Area Index (LAI) of Broadacre Crops Using UAS-Based LiDAR Point Clouds and Multispectral Imagery25
A Trimodel SAR Semisupervised Recognition Method Based on Attention-Augmented Convolutional Networks25
NO2 Air Pollution Trends and Settlement Growth in Megacities25
Uncertainties in Field Spectroscopy: Operator and Setup Induced Effects on Spectral Radiance Measurements25
Estimation of Forest Aboveground Biomass Using multi-temporal Quad-Polarimetric PALSAR-2 SAR Data By Model-Free Decomposition approach in planted forest25
Topographic Effects on Optical Remote Sensing: Simulations by PLC Model25
Baseline-Based Soil Salinity Index (BSSI): A Novel Remote Sensing Monitoring Method of Soil Salinization25
Large-Scale Fine-Grained Building Classification and Height Estimation for Semantic Urban Reconstruction: Outcome of the 2023 IEEE GRSS Data Fusion Contest25
Characterization of the Amazon Rainforest Backscatter at X-Band Using TanDEM-X Data25
A Multiscale Dual Attention Network for the Automatic Classification of Polar Sea Ice and Open Water Based on Sentinel-1 SAR Images24
Constructing a Large-Scale Landslide Database Across Heterogeneous Environments Using Task-Specific Model Updates24
Integrated Object Detection and Communication for Synthetic Aperture Radar Images24
A Hardware Implementation of Spaceborne SAR BP Algorithm Based on Precise Region Focusing and Hardware-Software Collaboration24
Research on Sea Surface Elliptical Current Remote Sensing With Single-Station Wide-Beam High-Frequency Sky–Surface Wave Radar24
A Tomographic Method for the Reconstruction of the Plasmasphere Based on COSMIC/ FORMOSAT-3 Data24
Modeling and Predicting Land Use Land Cover Spatiotemporal Changes: A Case Study in Chalus Watershed, Iran24
Real-Time Infrared Small Target Detection With Nonlocal Spatial-Temporal Feature Fusion24
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 Architecture24
Quantification of Urban Heat Island Effect and Differences in Regional Influence Based on Footprint Analysis: A Case Study of the Beijing–Tianjin–Hebei Urban Agglomeration24
Transferring Transformer-Based Models for Cross-Area Building Extraction From Remote Sensing Images24
LKVHAN: Multiscale Large Kernel Vertical-Horizontal Attention Network for Hyperspectral Image Classification24
A Deep-Learning-Based Microwave Radiative Transfer Emulator for Data Assimilation and Remote Sensing24
An Edge-Aware Multitask Network Based on CNN and Transformer Backbone for Farmland Instance Segmentation24
Integration of VGGNet-Driven Precipitation Similarity Analysis and Hydrological Modeling for Enhanced Streamflow Forecasting23
Coherent Change Detection for High-Resolution Drone-Borne SAR at 24 GHz23
A Dual-Source Deep Learning Model for Mapping Wet Anabranches in Braided Rivers on the Tibetan Plateau23
Global Information and Structure Tensor Guided Collaborative Representation for Anomaly Detection23
Quantum Optimization for Phase Unwrapping in SAR Interferometry23
Deep-Learning-Based Approach in Imaging Radiometry by Aperture Synthesis: Application to Real SMOS Data23
Combining a Crop Growth Model With CNN for Underground Natural Gas Leakage Detection Using Hyperspectral Imagery23
Time-Series Analysis and Prediction of Surface Deformation in the Jinchuan Mining Area, Gansu Province, by Using InSAR and CNN–PhLSTM Network23
Edge-Computing-Enabled Deep Learning Approach for Low-Light Satellite Image Enhancement23
Built-Up Area Extraction Combing Densely Connected Dual-Attention Network and Multiscale Context23
Martian Dust Devil Detection Based on Improved Faster R-CNN23
Estimation of European Terrestrial Ecosystem NEP Based on an Improved CASA Model23
Ultra-Wideband RF-Photonics Technology for Microwave Spectrometry23
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion23
Pol-SAR Image Simulation of the Lunar Surface With Data Analysis of Chandrayaan-2 and Mini-RF23
CMCD: A Consistency Model-Based Change Detection Method for Remote Sensing Images23
An Effective Multimodel Fusion Method for SAR and Optical Remote Sensing Images22
GFA: Generalized Feature Affinity for Semantic Segmentation in Resolution-Degraded Images22
SChanger: Change Detection From a Semantic Change and Spatial Consistency Perspective22
Modified Oriented Dihedral Model for Scattering Characteristic Description With PolSAR Data22
Toward a Multidecadal SAR Analysis of Sea Ice Types in the Atlantic Sector of the Arctic Ocean22
ICESAT-2 Shallow Bathymetric Mapping Based on a Size and Direction Adaptive Filtering Algorithm22
Test Statistics for Reflection Symmetry: Applications to Quad-Polarimetric SAR Data for Detection of Man-Made Structures22
Validation of Remotely Sensed Evapotranspiration Products Using Optical–Microwave Scintillometer Flux Measurements Over the Heterogeneous Surfaces22
Prompt-Based Granularity-Unified Representation Network for Remote Sensing Image-Text Matching22
Model-Based Polarimetric Target Decomposition With Power Redistribution for Urban Areas22
Multihead Global Attention and Spatial Spectral Information Fusion for Remote Sensing Image Compression22
Onboard Processing of Synthetic Aperture Radar Backprojection Algorithm in FPGA22
Data Acquisition of GNSS-Based InSAR: Joint Accuracy-Efficiency Optimization of 3-D Deformation Retrieval22
The First Moon Bistatic SAR Imaging Experiment Based on FAST Radio Telescope22
Land Cover Mapping From Multiple Complementary Experts Under Heavy Class Imbalance22
Fast Mapping of Large-Scale Landslides in Sentinel-1 SAR Images Using SPAUNet22
A Complex Intrapulse Modulation Jamming Scheme for Spaceborne SAR22
In Situ Measurements of Thermal Environment on the Moon's Surface Revealed by the Chang'E-4 And Chang'E-5 Missions21
Filtering Specialized Change in a Few-Shot Setting21
Verification of Dam Spatial Location in Open Datasets Based on Geographic Knowledge and Deep Learning21
Spectral Gradient Fidelity and Spatial Hessian Hyper-Laplacian Sparsity Constraints for Variational Pansharpening21
OBBStacking: An Ensemble Method for Remote Sensing Object Detection21
PLA4MS: Curated Georeferenced Dataset for Cloud Removal in Remote Sensing21
A Method for Retrieving Maize Fractional Vegetation Cover by Combining 3-D Radiative Transfer Model and Transfer Learning21
A Novel Spaceborne SAR Constellation Scheduling Algorithm for Sea Surface Moving Target Search Tasks21
DF2Net: Differential Feature Fusion Network for Hyperspectral Image Classification21
Exploring the Characteristics and Drivers of Expansion in the Shandong Peninsula Urban Agglomeration Based on Nighttime Light Data21
One-Point Calibration for Soil Moisture Active/Passive (SMAP) L-Band Microwave Radiometer21
DSF2-NAS: Dual-Stage Feature Fusion via Network Architecture Search for Classification of Multimodal Remote Sensing Images21
UMTF-Net: An Unsupervised Multiscale Transformer Fusion Network for Hyperspectral and Multispectral Image Fusion21
Deep-Learning-Based Sea Ice Classification With Sentinel-1 and AMSR-2 Data21
LDP-Net: An Unsupervised Pansharpening Network Based on Learnable Degradation Processes21
Hyperspectral Image Classification Using Spectral-Spatial Dual Random Fields With Gaussian and Markov Processes21
MSAVI-Enhanced CASA Model for Estimating the Carbon Sink in Coastal Wetland Area: A Case Study of Shandong Province21
L-Band Radiometry of Alpine Seasonal Snow Cover: 4 Years at the Davos-Laret Remote Sensing Field Laboratory21
A Joint Architecture of Mixed-Attention Transformer and Octave Module for Hyperspectral Image Denoising21
Using the Pauli Scattering Mechanisms for Analysis of Polarimetric SAR Images from RADARSAT Constellation and TanDEM-X Missions21
Fine-Grained Extraction of Coastal Aquaculture Ponds From Remote Sensing Images Using an Edge-Supervised Multi-task Neural Network21
Hyperspectral Anomaly Detection via Optimal Kernel and High-Order Moment Correlation Representation21
Handling Method for Outages of IGS Real-Time Service (RTS) in GNSS Real-Time Sensing of Atmospheric Water Vapor20
Temporal Information Enhanced Graph Convolutional Network With Superpixel-Pixel Gated Knowledge Dynamic Selection for Change Detection in Satellite Time Series20
Progressive Difference Amplification Network With Edge Sensitivity for Remote Sensing Image Change Detection20
A Confounder-Free Fusion Network for Aerial Image Scene Feature Representation20
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