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 3. 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.)
ArticleCitations
Simulation Analysis of Inverting Marine Vertical Deflection Using Spaceborne GNSS-R Interferometric Altimetry313
The Data-Optimized Oblique Mercator Projection309
An Automatic Decision-Level Fusion Rice Mapping Method of Optical and SAR Images Based on Cloud Coverage279
A Global-to-Local Spectral-Spatial Attention-Based Nonlinearity and Scaled Endmember Variability Parametric Learning Network for Unmixing231
CFNet: An Eigenvalue Preserved Approach to Multiscale Building Segmentation in High-Resolution Remote Sensing Images188
A Temporal–Spatial–Spectral Fusion Framework for Coastal Wetland Mapping on Time-Series Remote Sensing Imagery152
En-Decoded Index Guided Edge Refinement Network for Change Detection of Remote Sensing Image146
GLTDNet: Cross-Domain Road Extraction Through Collaborative Optimization of Global-Local Feature Enhancement and Topological Decoupling141
SingleRecon: Reconstructing Building 3-D Models of LoD1 From a Single Off-Nadir Remote Sensing Image134
HPAN: Hierarchical Part-Aware Network for Fine-Grained Segmentation of Street View Imagery129
MSFCN: A Multiscale Feature Correlation Network for Remote Sensing Image Scene Change Detection107
A New Framework for Evaluating Image Quality Including Deep Learning Task Performances as a Proxy107
Hierarchical 2-D/3-D Object-Based Classification of Photogrammetric Textured Mesh Models102
ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing98
TEMPEST-D and GPM-GMI Observations Over Precipitating Systems: A Cross-Validation Study98
High-Resolution Sea Surface Current Vector Field Inversion Based on Circular Scanning SAR97
Artificial Intelligence Algorithms for Rapeseed Fields Mapping Using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints96
Patch-Based Semantically Enhanced Network for IR Dim and Small Targets Background Suppression95
CONSS: Contrastive Learning Method for Semisupervised Seismic Facies Classification93
Comparison of Methane Detection Using Shortwave and Longwave Infrared Hyperspectral Sensors Under Varying Environmental Conditions93
On the Mitigation of Phase Bias in SAR Interferometry Applications: A New Model Based on NDWI93
Toward Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization93
CosPoint Transformer: Enhancing 3-D Semantic Segmentation With Cosine Similarity Attention and Cross-Attention89
Remote Sensing Image Change Detection Based on Lightweight Transformer and Multiscale Feature Fusion87
Morphological Convolution and Attention Calibration Network for Hyperspectral and LiDAR Data Classification86
Practical APS Processing Chain of Ground-Based InSAR for Real-Time Landslide Monitoring by Introducing Weighted Estimation82
Infrared Small Target Detection Based on the Improved Density Peak Global Search and Human Visual Local Contrast Mechanism81
Pixel-to-Abundance Translation: Conditional Generative Adversarial Networks Based on Patch Transformer for Hyperspectral Unmixing81
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images80
Joint Multichannel Sparsity for TomoSAR Imaging Under Interrupted SAR Conditions80
Quantifying the Representativeness Errors Caused by Scale Transformation of Remote Sensing Data in Stochastic Ensemble Data Assimilation79
Bayesian Optimization-Based Adaptive Weighted Stacking for Spatial Extrapolation of Soil Moisture over the Tibetan Plateau79
A Deep Neural Network Based on Prior-Driven and Structural Preserving for SAR Image Despeckling79
Deriving Surface Reflectance From Visible/Near Infrared and Ultraviolet Satellite Observations Through the Community Radiative Transfer Model79
A Dual-Driven Deep Learning Model with Local Structure Physical Scattering Characteristics and Fine-Grained Image Features for SAR Ship Recognition79
Quantum Algorithms Applied to Satellite Mission Planning for Earth Observation75
A Gaussian Process Regression Method to Nowcast Cloud-to-Ground Lightning From Remote Sensing and Numerical Weather Modeling Data75
Pansharpening Based on Variational Fractional-Order Geometry Model and Optimized Injection Gains74
Deformable Feature Fusion and Accurate Anchors Prediction for Lightweight SAR Ship Detector Based on Dynamic Hierarchical Model Pruning74
Hyper-LKCNet: Exploring the Utilization of Large Kernel Convolution for Hyperspectral Image Classification70
Ground-Based Remote Sensing and Uncertainty Analysis of the Mass Eruption Rate Associated With the 3–5 December 2015 Paroxysms of Mt. Etna69
Orientation Estimation of Rotated Sonar Image Targets via the Wavelet Subimage Energy Ratio68
Edge Enhanced Channel Attention-Based Graph Convolution Network for Scene Classification of Complex Landscapes67
MIMFormer: Multiscale Inception Mixer Transformer for Hyperspectral and Multispectral Image Fusion67
Change Detection in Multitemporal SAR Images Based on Slow Feature Analysis Combined With Improving Image Fusion Strategy64
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application64
HSFMamba: Hierarchical Selective Fusion Mamba Network for Optics-Guided Joint Super-Resolution and Denoising of Noise-Corrupted SAR Images62
A 20-Year Monitoring of Seasonal and Long-Term Surface Elevation Changes in Permafrost Areas Using GPS Interferometric Reflectometry62
FDC-TA-DSN Ship Classification Model and Dataset Construction Based on Complex-Valued SAR62
Multidomain Adaptive Unsupervised Learning for Cross-Scene Hyperspectral Image Classification Based on a Generative Network61
LRFNet: Toward Accurate Infrared Small Target Segmentation via Large Effective Receptive Field With Contextual Cues61
Geological Mapping via Convolutional Neural Network Based on Remote Sensing and Geochemical Survey Data in Vegetation Coverage Areas61
Human-Annotated Label Noise and Their Impact on ConvNets for Remote Sensing Image Scene Classification60
A Portable Penetrating Radar System for 3D Wall Attribution Inversion60
Application of Feature Tracking Using K-Nearest-Neighbor Vector Field Consensus in Sea Ice Tracking60
MRC-Net: A Multistage Network With Rank-Reduced Multihead Self-Attention and Cascade Learning for Hyperspectral Pansharpening60
Multispectral Satellite Image Generation Using StyleGAN359
Efficient Object Detection in Large-Scale Remote Sensing Images via Situation-Aware Model59
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution59
Large-Scale Forest Height Mapping by Combining TanDEM-X and GEDI Data59
BinaryViT: Binary Vision Transformer for Hyperspectral Image Classification58
Configurable 2D–3D CNNs Accelerator for FPGA-Based Hyperspectral Imagery Classification58
Analysis of GNSS-R Code-Level Altimetry Using QZSS C/A, L1C, and BDS B1C Signals and Their Combinations in a Coastal Experiment58
A Global Coastal Sea Surface Wind Field Correction Method for HY-2C Scatterometer57
Mapping Invasive Spartina alterniflora Using Phenological Information and Red-Edge Bands of Sentinel-2 Time-Series Data55
Hyperspectral Anomaly Detection Using Dual-Branch Network Based on Frequency Domain Learning55
Low-Frequency Ultrawideband Synthetic Aperture Radar Foliage-Concealed Target Change Detection Strategy Based on Image Stacks54
Two-Level Feature Fusion Network for Remote Sensing Image Change Detection54
DHRNet: A Dual-Branch Hybrid Reinforcement Network for Semantic Segmentation of Remote Sensing Images54
Extracting Dwellings in Refugee Camps Using Multifractal Analysis and Mathematical Morphology Based Descriptors54
Improving Soil Organic Matter Mapping Using Transfer Learning and Satellite-Simulated Samples From Bare Soil Hyperspectral Imagery53
RoFDiff: Robust Hyperpansharpening via a High-Low Frequency Conditional Diffusion Model53
On Adversarial Robust Generalization of DNNs for Remote Sensing Image Classification53
A Novel Spectral Index for Vegetation Destruction Event Detection Based on Multispectral Remote Sensing Imagery53
Study of Spatiotemporal-Scale Framework for Detecting Disaster-Inducing Factors in High-Altitude Cold Regions Taking the Kanchenjunga Basin as an Example52
Combining Dark Pixels and Spectral Characteristics for Thin Cloud Removal in High-Resolution Remote Sensing Images52
Efficient Onboard Band Selection Algorithm for Hyperspectral Imagery in SmallSat Missions With Limited Downlink Capabilities52
WCMU-net: An Effective Method for Reducing the Impact of Speckle Noise in SAR Image Change Detection51
Nonlinear Waveform Sensing for Cognitive Radar Based on Reinforcement Learning50
Theoretical Analysis of the Spatial Baseline for Moon-Based SAR Cross-Track Interferometry50
MSF-GhostNet: Computationally Efficient YOLO for Detecting Drones in Low-Light Conditions49
Tucker Decomposition-Based Network Compression for Anomaly Detection With Large-Scale Hyperspectral Images49
STFCropNet: A Spatiotemporal Fusion Network for Crop Classification in Multiresolution Remote Sensing Images48
Gap Filling of the ESA CCI Soil Moisture Data Using a Spatiotemporal Attention-Based Residual Deep Network48
Improving the Spatial Continuity of GEDI Aboveground Biomass Density Products Using Multisource Remote Sensing Data With Consideration of Spatial Correlation and Heterogeneity48
Hyperspectral Detection and Unmixing of Subpixel Target Using Iterative Constrained Sparse Representation48
Domain Knowledge-Guided Self-Supervised Change Detection for Remote Sensing Images48
Landslide Inventory Mapping Based on Independent Component Analysis and UNet3+: A Case of Jiuzhaigou, China48
An Ensemble Learning Approach for Land Use/Land Cover Classification of Arid Regions for Climate Simulation: A Case Study of Xinjiang, Northwest China48
SyntCities: A Large Synthetic Remote Sensing Dataset for Disparity Estimation47
PS-GAN: Pseudo Supervised Generative Adversarial Network With Single Scale Retinex Embedding for Infrared and Visible Image Fusion47
A Diverse Large-Scale Building Dataset and a Novel Plug-and-Play Domain Generalization Method for Building Extraction47
DED-SAM:Adapting Segment Anything Model 2 for Dual Encoder–Decoder Change Detection46
A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning46
CBGW-YOLOv8: An Improved Model for Intelligent Monitoring of Construction Projects in Remote Sensing Images45
Semantic-Geometric Consistency-enforcing with Mamba-augmented Network for Remote Sensing Image Segmentation45
Toward Better Accuracy-Efficiency Tradeoffs for Oriented SAR Ship Object Detection44
Supervised Change Detection Using Prechange Optical-SAR and Postchange SAR Data44
GCIFormer: An Efficient Global Context Injection Transformer for Remote Sensing Pansharpening44
Dual-Scale Complementary Spatial-Spectral Joint Model for Hyperspectral Image Classification44
Wiener Filter-Based Mamba for Remote Sensing Image Super-Resolution With Novel Degradation44
FSOD4RSI: Few-Shot Object Detection for Remote Sensing Images via Features Aggregation and Scale Attention43
SAR Image Despeckle With CNN Using a Novel Logarithmic Discrete Cosine Transform-Based Loss43
Frequency-Driven Edge Guidance Network for Semantic Segmentation of Remote Sensing Images43
An Open Set Recognition for SAR Targets Based on Encoding-Conditional Decoding Network with Reject Threshold Adaptation43
Domain Adaptation in Remote Sensing Image Classification: A Survey42
Individual Tree Crown Delineation in Heterogenous Urban Environments using High-Resolution Airborne Imagery42
PixelGame: Infrared Small Target Segmentation as a Nash Equilibrium41
Estimation and Validation Study of Soil Moisture Using GPS-IR Technique Over a Tropical Region: Variability of SM With Rainfall and Energy Fluxes41
Advancing RGB-IR Image Fusion: Exploiting Hyperbolic Geometry41
SARFA-Net: Shape-Aware Label Assignment and Refined Feature Alignment for Arbitrary-Oriented Object Detection in Remote Sensing Images41
SDR-Based Dual Polarized L-Band Microwave Radiometer Operating From Small UAS Platforms40
Intercalibration of Luojia1-01 and Suomi-NPP-VIIRS Monthly Nighttime Light Composite Using a Spatial-Temporal Residuals Correction Random Forest Model40
On the Value of LES Models for Evaluating Spatio-Temporal Tropospheric Variability in Multitemporal SAR Interferograms40
Step-by-Step: Efficient Ship Detection in Large-Scale Remote Sensing Images40
Pseudo Quad-Pol Simulation From Compact Polarimetric SAR Data via a Complex-Valued Dual-Branch Convolutional Neural Network39
Multibranch Network for Addressing Intraclass Variation in Remote Sensing Building Detection39
Assimilation of Remotely Sensed Leaf Area Index for Improving Land Surface Simulation Performance at a Global Scale39
Recognition of Volumetric Scattering of Lunar Regolith Media in the PSR via Fully Polarimetric SAR Data39
Robust Registration of Multimodal Remote Sensing Images With Spectrum Congruency39
Spatial–Spectral Involution MLP Network for Hyperspectral Image Classification39
The ƒ'/Q Factor in the Relationship Between Inherent and Apparent Optical Properties in a Typical Inland Water (Lake Taihu, China)39
Water-Body Type Classification in Dual PolSAR Imagery Using a Two-Step Deep-Learning Method39
Graph-Embedding Balanced Transfer Subspace Learning for Hyperspectral Cross-Scene Classification39
Evaluating Multiparameter Response to Seismic Thermal Anomalies From Global Major Earthquakes38
A Dual-Source Deep Learning Model for Mapping Wet Anabranches in Braided Rivers on the Tibetan Plateau38
A Class-Aware Semi-Supervised Framework for Semantic Segmentation of High-Resolution Remote Sensing Imagery38
LKVHAN: Multiscale Large Kernel Vertical-Horizontal Attention Network for Hyperspectral Image Classification38
A Trimodel SAR Semisupervised Recognition Method Based on Attention-Augmented Convolutional Networks38
Uncertainties in Field Spectroscopy: Operator and Setup Induced Effects on Spectral Radiance Measurements38
Characterization of the Amazon Rainforest Backscatter at X-Band Using TanDEM-X Data38
Spatiotemporal Fusion Algorithm Based on Multikernal Adaptive Network38
A Two-Step Motion Compensation Method for Polar Format Images of Terahertz SAR Based on Echo Data38
From Data to Knowledge: A Knowledge Graph-Guided Framework to Deep Learning for Hyperspectral Image Classification37
Development of a Polarimetric 50-GHz Spectrometer for Temperature Sounding in the Middle Atmosphere37
Multielement-Feature-Based Hierarchical Context Integration Network for Remote Sensing Image Segmentation37
Prediction of Gross Primary Productivity Change in Central Asia Under Climate Change Using Deep Learning37
UAV-FAENet: Frequency-Aware and Attention-Enhanced Network for Remote Sensing Semantic Segmentation of UAV Imagery37
Validation of ICESat-2 ATL08 Terrain and Canopy Height Retrievals in Tropical Mesoamerican Forests37
Efficient Global Color, Luminance, and Contrast Consistency Optimization for Multiple Remote Sensing Images37
Dominant Scattering Mechanism Identification From Quad-Pol-SAR Data Analysis37
A Cross-Attention-Based Multi-Information Fusion Transformer for Hyperspectral Image Classification37
Ultra-Wideband RF-Photonics Technology for Microwave Spectrometry37
Line-Frame Combined Multi-Slit Hyperspectral Imaging System for Simplified and High-Precision UAV Remote Sensing Solution37
Learning Distinctive Feature Representation for Descriptors on Multimodal Images by Incorporating Multiple Negative Samples37
Implementation of Deep Convolutional Neural Network to Reconstruct Subsurface Resistivity Using Gramian Angular Field for Airborne Electromagnetic System37
Detecting Historical Terrain Anomalies With UAV-LiDAR Data Using Spline-Approximation and Support Vector Machines37
Estimation of Forest Aboveground Biomass Using Multitemporal Quad-Polarimetric PALSAR-2 SAR Data by Model-Free Decomposition Approach in Planted Forest36
Integration of VGGNet-Driven Precipitation Similarity Analysis and Hydrological Modeling for Enhanced Streamflow Forecasting36
THANTD: Triplet Hybrid Attention Network for Hyperspectral Target Detection36
Eddy Detection of Lakes in the Qinghai–Tibet Plateau Based on Optical Remote Sensing and Deep Learning36
Technology Maturation Efforts for the Next Generation of Grating Spectrometer Hyperspectral Infrared Sounders36
Urban Impervious Surface Extraction Using Seasonal Time Series SAR Images35
Large River Overrides Tidal Marsh Outwelling in Spatial Gradients of Dissolved Organic Carbon: Observations Across Yangtze Estuary–Coastal Marsh Complex35
A New Spectral Index for Mapping Water Surfaces in Urban Contexts35
An Empirical Study of the Convolution Neural Networks Based Detection on Object With Ambiguous Boundary in Remote Sensing Imagery—A Case of Potential Loess Landslide35
A New Spatial Downscaling Method for Long-Term AVHRR NDVI by Multiscale Residual Convolutional Neural Network35
Predicting Land Surface Temperature and Land Cover Changes Based on Multisource Remote Sensing Spatio-Temporal Fusion in Hefei, Eastern China35
A Multiscale Dual Attention Network for the Automatic Classification of Polar Sea Ice and Open Water Based on Sentinel-1 SAR Images35
AI Techniques for Near Real-Time Monitoring of Contaminants in Coastal Waters on Board Future $\Phi$sat-2 Mission34
Integrated Object Detection and Communication for Synthetic Aperture Radar Images34
IEEE Geoscience and Remote Sensing Society Information for Authors34
A Multilevel Point-Matching Algorithm Based on Hierarchical Feature Detection and Description for SAR-to-Optical Image Registration34
Machine Learning-Based Retrieval of Cloud Droplet Number Concentration and Liquid Water Path From Satellite Spectral Data34
36-Year Surge Behaviors of the Sortebræ Glacier Complex in East Greenland, Revealed by Multisource Satellite Images34
A Low-Power, Ambiguous Synthetic Aperture Radar Concept for Continuous Ship Monitoring34
A Multimodal Semantic Segmentation Framework for Heterogeneous Optical and Complex SAR Data34
Spatial-Temporal Pattern of Land Use and SDG15 Assessment in the Bohai Rim Region Based on GEE and RF Algorithms33
Learning Spectral–Spatial-Former Deep Prior for Hyperspectral Image Superresolution33
Edge-Guided Multiscale Spatio–Temporal–Spectral Dynamic Coordination for Agricultural Parcel Classification33
A Hardware Implementation of Spaceborne SAR BP Algorithm Based on Precise Region Focusing and Hardware–Software Collaboration33
Offshore Surface Evaporation Duct Joint Inversion Algorithm Using Measured Dual-Frequency Sea Clutter33
Quantifying Uncertainty in Slum Detection: Advancing Transfer Learning With Limited Data in Noisy Urban Environments33
Assessing Various Scenarios of Multitemporal Sentinel-2 Imagery, Topographic Data, Texture Features, and Machine Learning Algorithms for Tree Species Identification33
Estimation of Photosynthetic and Non-Photosynthetic Vegetation Coverage in Coal Mining Areas and Their Responses to Mining Activities Using Sentinel-2A Data33
Zero-Shot Remote Sensing Scene Classification Based on Automatic Knowledge Graph and Dual-Branch Semantic Correlation Supervision33
Large-Scale Fine-Grained Building Classification and Height Estimation for Semantic Urban Reconstruction: Outcome of the 2023 IEEE GRSS Data Fusion Contest33
Mesoscale Westward Eddy Trajectory Prediction With Memory Augmented Neural Network33
End-to-End Pixel-Wisely Detection of Oceanic Eddy on SAR Images With Stacked Attention Network33
Hardware-Optimized Architecture of On-Board Registration for Remote-Sensing Images —Take SURF as an Example33
Downscaling ESA CCI Soil Moisture Based on Soil and Vegetation Component Temperatures Derived From MODIS Data33
Quantification of Urban Heat Island Effect and Differences in Regional Influence Based on Footprint Analysis: A Case Study of the Beijing–Tianjin–Hebei Urban Agglomeration32
Road Crack Detection and Orientation Estimation Using Airborne Synthetic Aperture Radar32
Multiscale Gaussian Process-Driven Graph Convolutional Neural Network for Polarimetric SAR Image Classification32
Estimation of European Terrestrial Ecosystem NEP Based on an Improved CASA Model32
Prediction of Surface Water Temperature and Its Spatial-Temporal Variation Characteristics of 11 Main Lakes in Yunnan–Guizhou Plateau32
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery32
Endmember-Free Hyperspectral Unmixing32
An Edge-Aware Multitask Network Based on CNN and Transformer Backbone for Farmland Instance Segmentation32
CLDRNet: A Difference Refinement Network Based on Category Context Learning for Remote Sensing Image Change Detection32
Fast Double-Channel Aggregated Feature Transform for Matching Planetary Remote Sensing Images32
Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge32
Real-Time Infrared Small Target Detection With Nonlocal Spatial-Temporal Feature Fusion32
Attention and Hybrid Loss Guided 2-D Network for Seismic Impedance Inversion32
Multilayer Ionospheric Model Constrained by Physical Prior Based on GNSS Stations32
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion32
MHS-Mamba: A Multihierarchical Semantic Model for UAV Hyperspectral Image Classification32
HyDA-Net: A Hybrid Dense Attention Network for Remote Sensing Multi-Image Super-Resolution32
Domain Adaptation for Multilabel Remote Sensing Image Annotation With Contrastive Pseudo-Label Generation31
An Anchor-Free Feature-Enhanced Network for Arbitrary Oriented Ship Detection in High Resolution SAR Images31
Response Analysis of Terrestrial Water Storage Components to Drought Based on Random Forests During 2011–2020 in Yunnan, China31
Topographic Effects on Optical Remote Sensing: Simulations by PLC Model31
Retrieving Multiaspect Point Clouds From a Multichannel K-Band SAR Drone30
DERL: A Differential Evolution-Reinforcement Learning Framework for Efficient Hyperparameter Optimization in Hyperspectral Image Classification30
Research on Sea Surface Elliptical Current Remote Sensing With Single-Station Wide-Beam High-Frequency Sky–Surface Wave Radar30
Efficient Attention Transformer Network With Self-Similarity Feature Enhancement for Hyperspectral Image Classification30
PCCN-MSS: Parallel Convolutional Classification Network Combined Multi-Spatial Scale and Spectral Features for UAV-Borne Hyperspectral With High Spatial Resolution Imagery30
Spatial Location Guided Global Context Modeling Network for Cropland Dynamic Monitoring in Multi-temporal Remote Sensing Images30
An Improved Kuhn Munkres Algorithm for Ship Matching in Optical Satellite Images30
Inversion of Critical Shear Strength Parameters of Landslides Using InSAR and MWOA30
Coherent Change Detection for High-Resolution Drone-Borne SAR at 24 GHz30
Assessment of Spartina alterniflora Management Effectiveness in Shandong Province Based on Phenological Features and Deep Learning Models30
Multimodal Large Models Driven SAR Image Captioning: A Benchmark Dataset and Baselines30
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
Quantitative Estimation of Net Primary Productivity by an Improved tCASA Model Using Landsat Time Series Data: A Case Study of Central Plains, China30
Edge-Computing-Enabled Deep Learning Approach for Low-Light Satellite Image Enhancement30
Large Area Crops Mapping by Phenological Horizon Attention Transformer (PHAT) Method Using MODIS Time-Series Imagery30
Transferring Transformer-Based Models for Cross-Area Building Extraction From Remote Sensing Images30
Flooded and Irrigation Area Monitoring After the Kakhovka Dam Disaster Based on Machine Learning and Satellite Data29
Constructing a Large-Scale Landslide Database Across Heterogeneous Environments Using Task-Specific Model Updates29
Pansharpening via Multiscale Embedding and Dual Attention Transformers29
NO2 Air Pollution Trends and Settlement Growth in Megacities29
Understanding Volume Estimation Uncertainty of Lakes and Wetlands Using Satellites and Citizen Science29
Observation of Mode-2 Internal Solitary Waves in the Northern South China Sea Based on Optical Remote Sensing29
Sub retrograde geosynchronous orbit SAR: parameter design and performance analysis29
A Multiobjective Group Sparse Hyperspectral Unmixing Method With High Correlation Library29
Research on SAR Imaging Simulation Based on Time-Domain Shooting and Bouncing Ray Algorithm29
Aerosol Parameters Retrieval From TROPOMI/S5P Using Physics-Based Neural Networks29
Combining a Crop Growth Model With CNN for Underground Natural Gas Leakage Detection Using Hyperspectral Imagery29
Annual and Seasonal Variations in Glacier Velocity, and Surging Glaciers in the West Kunlun Mountain29
Detecting and Mapping Individual Fruit Trees in Complex Natural Environments via UAV Remote Sensing and Optimized YOLOv528
Pol-NAS: A Neural Architecture Search Method With Feature Selection for PolSAR Image Classification28
TPL-DA: A Novel Threshold-Free Pseudolabel Learning Framework for Domain Adaptive Semantic Segmentation of High-Resolution Remote Sensing Images28
Time-Series Analysis and Prediction of Surface Deformation in the Jinchuan Mining Area, Gansu Province, by Using InSAR and CNN–PhLSTM Network28
Frequency Characteristics Guided Network for Few-Shot SAR Target Recognition28
A Deep-Learning-Based Microwave Radiative Transfer Emulator for Data Assimilation and Remote Sensing28
On the Correlation Between Earthquakes and Prior Ionospheric Scintillations Over the Ocean: A Study Using GNSS-R Data Between 2017 and 202128
Attention Residual Hybrid Network for Unmanned Aerial Vehicles Hyperspectral Image Classification28
ViT-ISRGAN: A High-Quality Super-Resolution Reconstruction Method for Multispectral Remote Sensing Images28
Multi-Scale Cross-Axis Position Attention and Edge-Constrained Knowledge Distillation for Road Extraction in High-Resolution Remote Sensing Images28
VS-LSDet: A Multiscale Ship Detector for Spaceborne SAR Images Based on Visual Saliency and Lightweight CNN28
Extraction of Cladophora Blooms in Qinghai Lake Through the Integration of Sentinel-2 MSI Imagery and Deep Learning Techniques28
Heterogeneous Dynamic Graph Convolutional Networks for Enhanced Spatiotemporal Flood Forecasting by Remote Sensing28
Impact of Surface Soil Moisture Retrieval Time Frequency on Land Surface Regime Detection Skill28
GFA: Generalized Feature Affinity for Semantic Segmentation in Resolution-Degraded Images27
Hyperspectral Anomaly Detection via Optimal Kernel and High-Order Moment Correlation Representation27
TCCU-Net: Transformer and CNN Collaborative Unmixing Network for Hyperspectral Image27
CMCD: A Consistency Model-Based Change Detection Method for Remote Sensing Images27
Built-Up Area Extraction Combing Densely Connected Dual-Attention Network and Multiscale Context27
A Method for Retrieving Maize Fractional Vegetation Cover by Combining 3-D Radiative Transfer Model and Transfer Learning27
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