IEEE Transactions on Geoscience and Remote Sensing

(The TQCC of IEEE Transactions on Geoscience and Remote Sensing is 35. The table below lists those papers that are above that threshold based on CrossRef citation counts. The publications cover those that have been published in the past four years, i.e., from 2019-06-01 to 2023-06-01.)
The MODIS cloud products: algorithms and examples from terra1393
Soil moisture retrieval from space: the Soil Moisture and Ocean Salinity (SMOS) mission1279
A generalized split-window algorithm for retrieving land-surface temperature from space1223
Soil moisture retrieval from AMSR-E1157
Classification of hyperspectral data from urban areas based on extended morphological profiles1066
An empirical model and an inversion technique for radar scattering from bare soil surfaces963
Backscattering from a randomly rough dielectric surface884
Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle854
An algorithm for the retrieval of albedo from space using semiempirical BRDF models781
Cloud and aerosol properties, precipitable water, and profiles of temperature and water vapor from MODIS779
Remote sensing of cloud, aerosol, and water vapor properties from the moderate resolution imaging spectrometer (MODIS)735
Scattering of GPS signals from the ocean with wind remote sensing application683
Deep Learning for Hyperspectral Image Classification: An Overview674
Endmember Extraction From Highly Mixed Data Using Minimum Volume Constrained Nonnegative Matrix Factorization672
A physics-based algorithm for retrieving land-surface emissivity and temperature from EOS/MODIS data638
A progressive morphological filter for removing nonground measurements from airborne LIDAR data630
Retrieval of atmospheric and surface parameters from AIRS/AMSU/HSB data in the presence of clouds595
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations574
Linear and nonlinear terrain deformation maps from a reduced set of interferometric sar images532
Evaluation of remote sensing based terrestrial productivity from MODIS using regional tower eddy flux network observations513
Fully Convolutional Networks for Multisource Building Extraction From an Open Aerial and Satellite Imagery Data Set501
The complex dielectric constant of pure and sea water from microwave satellite observations499
A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners483
A Quantitative and Comparative Analysis of Endmember Extraction Algorithms From Hyperspectral Data466
Land Surface Emissivity Retrieval From Different VNIR and TIR Sensors463
Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance438
The least-squares mixing models to generate fraction images derived from remote sensing multispectral data422
The MODIS Cloud Optical and Microphysical Products: Collection 6 Updates and Examples From Terra and Aqua404
Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration397
Revision of the Single-Channel Algorithm for Land Surface Temperature Retrieval From Landsat Thermal-Infrared Data389
A simplified scheme for obtaining precipitation and vertical hydrometeor profiles from passive microwave sensors381
Scene Classification With Recurrent Attention of VHR Remote Sensing Images369
Inversion of surface parameters from polarimetric SAR364
Rapid calculation of terrain parameters for radiation modeling from digital elevation data344
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection317
A method for estimating rain rate and drop size distribution from polarimetric radar measurements309
Detection and Processing of bistatically reflected GPS signals from low Earth orbit for the purpose of ocean remote sensing305
A Novel Hierarchical Method of Ship Detection from Spaceborne Optical Image Based on Shape and Texture Features296
Hyperspectral Image Denoising via Sparse Representation and Low-Rank Constraint285
Learning and Transferring Deep Joint Spectral–Spatial Features for Hyperspectral Classification282
Cascaded Recurrent Neural Networks for Hyperspectral Image Classification280
Quantitative Retrieval of Soil Moisture Content and Surface Roughness From Multipolarized Radar Observations of Bare Soil Surfaces279
Accuracy of topographic maps derived from ERS-1 interferometric radar278
Remote sensing of water vapor in the near IR from EOS/MODIS272
Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification270
Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery268
Aquarius: An Instrument to Monitor Sea Surface Salinity From Space268
Retrieving Liquid Wat0er Path and Precipitable Water Vapor From the Atmospheric Radiation Measurement (ARM) Microwave Radiometers267
MODIS leaf area index products: from validation to algorithm improvement265
Hyperspectral Image Denoising Employing a Spatial–Spectral Deep Residual Convolutional Neural Network263
Evaluation of the consistency of long-term NDVI time series derived from AVHRR,SPOT-vegetation, SeaWiFS, MODIS, and Landsat ETM+ sensors261
Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery259
Segmentation and Reconstruction of Polyhedral Building Roofs From Aerial Lidar Point Clouds258
A simple parameterization of the L-band microwave emission from rough agricultural soils253
Estimation of forest leaf area index using vegetation indices derived from hyperion hyperspectral data252
Algorithm for NO/sub 2/ vertical column retrieval from the ozone monitoring instrument250
Long-Time-Series Global Land Surface Satellite Leaf Area Index Product Derived From MODIS and AVHRR Surface Reflectance247
Super-resolution target identification from remotely sensed images using a Hopfield neural network247
Edge-Enhanced GAN for Remote Sensing Image Superresolution237
Band residual difference algorithm for retrieval of SO/sub 2/ from the aura ozone monitoring instrument (OMI)236
Road Network Extraction and Intersection Detection From Aerial Images by Tracking Road Footprints236
Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images236
Three-Dimensional SAR Focusing From Multipass Signals Using Compressive Sampling235
Dense Attention Pyramid Networks for Multi-Scale Ship Detection in SAR Images230
Spatially complete global spectral surface albedos: value-added datasets derived from Terra MODIS land products228
Speckle removal from SAR images in the undecimated wavelet domain225
A method to derive smoke emission rates from MODIS fire radiative energy measurements222
Deep-Learning Schemes for Full-Wave Nonlinear Inverse Scattering Problems221
Capsule Networks for Hyperspectral Image Classification221
Semi-empirical model of the ensemble-averaged differential Mueller matrix for microwave backscattering from bare soil surfaces219
Image reconstruction and enhanced resolution imaging from irregular samples213
A semiempirical model for interpreting microwave emission from semiarid land surfaces as seen from space210
Remote Estimation of Crop Chlorophyll Content Using Spectral Indices Derived From Hyperspectral Data209
Early validation analyses of atmospheric profiles from EOS MLS on the aura Satellite207
Electromagnetic wave scattering from some vegetation samples206
CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery204
Electromagnetic Backscattering from a Layer of Vegetation: A Discrete Approach197
Multilevel Image Segmentation Based on Fractional-Order Darwinian Particle Swarm Optimization194
An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery194
Determination of oceanic total precipitable water from the SSM/I192
Automatic Construction of Building Footprints From Airborne LIDAR Data191
Toward Global Soil Moisture Monitoring With Sentinel-1: Harnessing Assets and Overcoming Obstacles187
Seismic Signal Denoising and Decomposition Using Deep Neural Networks185
Estimation of Forest Structure, Ground, and Canopy Layer Characteristics From Multibaseline Polarimetric Interferometric SAR Data184
A canonical problem in electromagnetic backscattering from buildings182
Polarimetric Analysis of Backscatter From the Deepwater Horizon Oil Spill Using L-Band Synthetic Aperture Radar181
Snow-Cover Parameters Retrieved from Nimbus-7 Scanning Multichannel Microwave Radiometer (SMMR) Data181
Total ozone from the ozone monitoring instrument (OMI) using the DOAS technique180
Numerical simulations of scattering from time-varying, randomly rough surfaces177
Use of Salient Features for the Design of a Multistage Framework to Extract Roads From High-Resolution Multispectral Satellite Images171
Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images170
NOAA operational hydrological products derived from the advanced microwave sounding unit169
Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification169
Cloud Removal From Multitemporal Satellite Images Using Information Cloning169
On the Use of Doppler Shift for Sea Surface Wind Retrieval From SAR169
Parameterization of surface polarized reflectance derived from POLDER spaceborne measurements168
The near-surface current velocity determined from image sequences of the sea surface167
Learning Aerial Image Segmentation From Online Maps166
Classifying Multilevel Imagery From SAR and Optical Sensors by Decision Fusion166
Learning Compact and Discriminative Stacked Autoencoder for Hyperspectral Image Classification164
Fitting a Two-Component Scattering Model to Polarimetric SAR Data From Forests163
CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences161
Regional aerosol retrieval results from MISR161
Aerosol retrieval over land from AVHRR data-application for atmospheric correction159
Unsupervised Spatial–Spectral Feature Learning by 3D Convolutional Autoencoder for Hyperspectral Classification159
Sea ice surface temperature product from MODIS159
A New Vector Waveform Inversion Algorithm for Simultaneous Updating of Conductivity and Permittivity Parameters From Combination Crosshole/Borehole-to-Surface GPR Data159
Deep Few-Shot Learning for Hyperspectral Image Classification158
Validation of the MODIS bidirectional reflectance distribution function and albedo retrievals using combined observations from the aqua and terra platforms158
Synthetic Aperture Radar Imaging from an Inclined Geosynchronous Orbit154
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification151
Visual Attention-Driven Hyperspectral Image Classification151
HSI-DeNet: Hyperspectral Image Restoration via Convolutional Neural Network149
Model-based despeckling and information extraction from SAR images148
ART neural networks for remote sensing: vegetation classification from Landsat TM and terrain data147
Estimation of Forest Fuel Load From Radar Remote Sensing147
Fast and Robust Matching for Multimodal Remote Sensing Image Registration147
$\mathcal{R}^2$ -CNN: Fast Tiny Object Detection in Large-Scale Remote Sensing Images146
Land surface temperature derived from the SSM/I passive microwave brightness temperatures146
An Integrated Method for Urban Main-Road Centerline Extraction From Optical Remotely Sensed Imagery146
Retrieval, validation, and application of the 1-km aerosol optical depth from MODIS measurements over Hong Kong145
A robust threshold retracking algorithm for measuring ice-sheet surface elevation change from satellite radar altimeters145
Dual-polarization measurements at C-band over the ocean: results from airborne radar observations and comparison with ENVISAT ASAR data144
Algebraic Synthesis of Forest Scenarios From Multibaseline PolInSAR Data144
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features144
Snow Reflectance from LANDSAT-4 Thematic Mapper144
Automated Detection of Arbitrarily Shaped Buildings in Complex Environments From Monocular VHR Optical Satellite Imagery143
Ice sheet motion and topography from radar interferometry141
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing140
High-Resolution 3-D Flood Information From Radar Imagery for Flood Hazard Management140
Semiautomated Extraction of Street Light Poles From Mobile LiDAR Point-Clouds139
Land-surface temperature measurement from space: physical principles and inverse modeling137
Modeling lidar returns from forest canopies137
Monitoring of rice crop growth from space using the ERS-1 C-band SAR136
The Soil Moisture Active Passive Experiments (SMAPEx): Toward Soil Moisture Retrieval From the SMAP Mission134
Absolute Radiometric In-Flight Validation of Mid Infrared and Thermal Infrared Data From ASTER and MODIS on the Terra Spacecraft Using the Lake Tahoe, CA/NV, USA, Automated Validation Site134
A CNN With Multiscale Convolution and Diversified Metric for Hyperspectral Image Classification133
Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification133
Soil moisture estimation from ERS/SAR data: toward an operational methodology132
A multifrequency algorithm for the retrieval of soil moisture on a large scale using microwave data from SMMR and SSM/I satellites131
Development of an evapotranspiration index from aqua/MODIS for monitoring surface moisture status129
Using novel fluorescent polymers as sensory materials for above-ground sensing of chemical signature compounds emanating from buried landmines129
Inferring snow wetness using C-band data from SIR-C's polarimetric synthetic aperture radar129
Building Recognition From Multi-Aspect High-Resolution InSAR Data in Urban Areas129
Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection127
Noise Removal From Hyperspectral Images by Multidimensional Filtering127
Direct-Estimation Algorithm for Mapping Daily Land-Surface Broadband Albedo From MODIS Data127
Quantifying the Uncertainty of Land Surface Temperature Retrievals From SEVIRI/Meteosat127
Nested Network With Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images126
A Comparison of Algorithms for Retrieving Soil Moisture from ENVISAT/ASAR Images126
A Change Detection Algorithm for Retrieving High-Resolution Soil Moisture From SMAP Radar and Radiometer Observations125
Analysis of leaf area index and fraction of PAR absorbed by vegetation products from the terra MODIS sensor: 2000-2005125
Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study125
Use of Neural Networks for Automatic Classification From High-Resolution Images124
Cloud Detection in Remote Sensing Images Based on Multiscale Features-Convolutional Neural Network124
Remote Sensing Image Stripe Noise Removal: From Image Decomposition Perspective123
Bistatic scattering from three-dimensional layered rough surfaces123
Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning122
Comparison of Ocean Surface Winds From ENVISAT ASAR, MetOp ASCAT Scatterometer, Buoy Measurements, and NOGAPS Model122
A General Characterization for Polarimetric Scattering From Vegetation Canopies122
Comparison of algorithms for retrieval of snow water equivalent from Nimbus-7 SMMR data in Finland121
Delineation of Urban Footprints From TerraSAR-X Data by Analyzing Speckle Characteristics and Intensity Information120
Extraction of red edge optical parameters from hyperion data for estimation of forest leaf area index120
Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification120
Vehicle Instance Segmentation From Aerial Image and Video Using a Multitask Learning Residual Fully Convolutional Network119
Global Land Surface Fractional Vegetation Cover Estimation Using General Regression Neural Networks From MODIS Surface Reflectance118
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles116
Sea Ice Detection Using U.K. TDS-1 GNSS-R Data116
Validation of active fire detection from moderate-resolution satellite sensors: the MODIS example in northern eurasia115
MISR: A multiangle imaging spectroradiometer for geophysical and climatological research from Eos115
HSI-BERT: Hyperspectral Image Classification Using the Bidirectional Encoder Representation From Transformers115
A Feature Aggregation Convolutional Neural Network for Remote Sensing Scene Classification115
Building Height Retrieval From VHR SAR Imagery Based on an Iterative Simulation and Matching Technique114
A Robust Method to Generate a Consistent Time Series From DMSP/OLS Nighttime Light Data114
A reappraisal of the validity of the IEM model for backscattering from rough surfaces114
Analysis of interannual changes in northern vegetation activity observed in AVHRR data from 1981 to 1994114
Derivation of surface soil moisture from ENVISAT ASAR wide swath and image mode data in agricultural areas113
Extraction of Spectral Channels From Hyperspectral Images for Classification Purposes113
The effect of topography on radar scattering from vegetated areas113
Road Detection and Centerline Extraction Via Deep Recurrent Convolutional Neural Network U-Net112
Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising112
Focusing of Airborne Synthetic Aperture Radar Data From Highly Nonlinear Flight Tracks112
Algorithm for Sea Surface Wind Retrieval From TerraSAR-X and TanDEM-X Data110
An algorithm using visible and 1.38-μm channels to retrieve cirrus cloud reflectances from aircraft and satellite data110
Retrieval of biomass in boreal forests from multitemporal ERS-1 and JERS-1 SAR images109
Time-Series Retrieval of Soil Moisture Using CYGNSS108
Penetration depths inferred from interferometric volume decorrelation observed over the Greenland Ice Sheet108
Tests of sequential data assimilation for retrieving profile soil moisture and temperature from observed L-band radiobrightness107
Rotational Raman lidar to measure the atmospheric temperature from the ground to 30 km107
LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images106
Active Transfer Learning Network: A Unified Deep Joint Spectral–Spatial Feature Learning Model for Hyperspectral Image Classification106
Hyperspectral Image Classification in the Presence of Noisy Labels106
A Critical Look at Deriving Monthly Aerosol Optical Depth From Satellite Data105
StfNet: A Two-Stream Convolutional Neural Network for Spatiotemporal Image Fusion105
Leaf-shape effects in electromagnetic wave scattering from vegetation104
Emissivity maps to retrieve land-surface temperature from MSG/SEVIRI104
Multilevel fast-multipole algorithm for scattering from conducting targets above or embedded in a lossy half space104
Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification103
Polarization isolation requirements for linear dual-polarization weather Radar in simultaneous transmission mode of operation103
Along-Track Focusing of Airborne Radar Sounding Data From West Antarctica for Improving Basal Reflection Analysis and Layer Detection103
Uniqueness of multiangular measurements. I. An indicator of subpixel surface heterogeneity from MISR103
Retrieval of temperature and moisture profiles from AMSU-A and AMSU-B measurements103
Ocean Vector Winds Retrieval From C-Band Fully Polarimetric SAR Measurements103
A neural-network technique for the retrieval of atmospheric temperature and moisture profiles from high spectral resolution sounding data103
Joint Reconstruction and Anomaly Detection From Compressive Hyperspectral Images Using Mahalanobis Distance-Regularized Tensor RPCA102
Detection and extraction of buildings from interferometric SAR data102
uDAS: An Untied Denoising Autoencoder With Sparsity for Spectral Unmixing102
A Deep Learning Method for Change Detection in Synthetic Aperture Radar Images102
Using Mimics To Model L-band Multiangle and Multitemporal Backscatter From A Walnut Orchard102
A Bandelet-Based Inpainting Technique for Clouds Removal From Remotely Sensed Images101
On the Estimation of Wave Slope-and Height-Varnance Spectra from SAR Imagery100
Land Surface Albedo Derived on a Daily Basis From Meteosat Second Generation Observations100
Retrieval of land surface bidirectional reflectance and aerosol opacity from ATSR-2 multiangle imagery100
A New Method Of Aircraft Motion Error Extraction From Radar Raw Data For Real Time Motion Compensation99
Multi-GNSS Meteorology: Real-Time Retrieving of Atmospheric Water Vapor From BeiDou, Galileo, GLONASS, and GPS Observations98
A direct algorithm for estimating land surface broadband albedos from MODIS imagery98
RoadNet: Learning to Comprehensively Analyze Road Networks in Complex Urban Scenes From High-Resolution Remotely Sensed Images98
Processing of Bistatic SAR Data From Quasi-Stationary Configurations97
Rectangular building extraction from stereoscopic airborne Radar images97
Soil Moisture Estimates From AMSR-E Brightness Temperatures by Using a Dual-Frequency Algorithm97
Global wind speed retrieval from sar96
Estimating leaf area index from satellite data96
Improving Urban Change Detection From Multitemporal SAR Images Using PCA-NLM96
Spatial information retrieval from remote-sensing images. I. Information theoretical perspective95
Classification of Hyperspectral Images Based on Multiclass Spatial–Spectral Generative Adversarial Networks95
The speed and beam of a ship from its wake's SAR images95
CDnet: CNN-Based Cloud Detection for Remote Sensing Imagery95
Global Land Surface Emissivity Retrieved From Satellite Ultraspectral IR Measurements94
The structure of oriented vegetation from polarimetric interferometry94
Infrared Small Target Detection Based on Facet Kernel and Random Walker94
Inversion of snow parameters from passive microwave remote sensing measurements by a neural network trained with a multiple scattering model94
An L-Band Ocean Geophysical Model Function Derived From PALSAR94
Multi-Scale and Multi-Task Deep Learning Framework for Automatic Road Extraction93
Toward Automatic Building Footprint Delineation From Aerial Images Using CNN and Regularization92
Surface ultraviolet irradiance from OMI92
ASCAT Surface State Flag (SSF): Extracting Information on Surface Freeze/Thaw Conditions From Backscatter Data Using an Empirical Threshold-Analysis Algorithm92
Unsupervised Change Detection From Multichannel SAR Data by Markovian Data Fusion92
A Graph-Based Semisupervised Deep Learning Model for PolSAR Image Classification92
Robust Band-Dependent Spatial-Detail Approaches for Panchromatic Sharpening92
Thermal Land Surface Emissivity Retrieved From SEVIRI/Meteosat91
A Deep Scene Representation for Aerial Scene Classification91
A numerical study of backscattering from time-evolving sea surfaces: comparison of hydrodynamic models91
SAVERS: A Simulator of GNSS Reflections From Bare and Vegetated Soils90
An Algorithm for the Detection and Tracking of Tropical Mesoscale Convective Systems Using Infrared Images From Geostationary Satellite90
Current measurements by SAR along-track interferometry from a Space Shuttle90
The Parallel SBAS Approach for Sentinel-1 Interferometric Wide Swath Deformation Time-Series Generation: Algorithm Description and Products Quality Assessment90
Objective Measures of Tropical Cyclone Structure and Intensity Change From Remotely Sensed Infrared Image Data90
Parameterization of tillage-induced single-scale soil roughness from 4-m profiles89
Prediction of eucalypt foliage nitrogen content from satellite-derived hyperspectral data89
Automatic Reconstruction of Building Objects From Multiaspect Meter-Resolution SAR Images89
Spatial information retrieval from remote-sensing images. II. Gibbs-Markov random fields89
A method for retrieving high-resolution surface soil moisture from hydros L-band radiometer and Radar observations89
DRBox-v2: An Improved Detector With Rotatable Boxes for Target Detection in SAR Images88
Soil moisture retrieval from remotely sensed data: Neural network approach versus Bayesian method88
Multifrequency and multipolarization radar backscattering from mangrove forests88
A conceptual model for effective directional emissivity from nonisothermal surfaces88
Land-surface-type classification using microwave brightness temperatures from the Special Sensor Microwave/Imager88
Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification87
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing87
Deblurring From Highly Incomplete Measurements for Remote Sensing87
Water quality retrievals from combined landsat TM data and ERS-2 SAR data in the Gulf of Finland86
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial–Spectral Gradient Network86
Comparison of stereo-extracted DTM from different high-resolution sensors: SPOT-5, EROS-a, IKONOS-II, and QuickBird86
MAP-Net: Multiple Attending Path Neural Network for Building Footprint Extraction From Remote Sensed Imagery86
Optimizing LUT-Based RTM Inversion for Semiautomatic Mapping of Crop Biophysical Parameters from Sentinel-2 and -3 Data: Role of Cost Functions86
Ice Cloud Properties From Himawari-8/AHI Next-Generation Geostationary Satellite: Capability of the AHI to Monitor the DC Cloud Generation Process86
Bayesian estimation of precipitating cloud parameters from combined measurements of spaceborne microwave radiometer and radar85
A comparison of cloud droplet radii measured from space85
An optimization algorithm for separating land surface temperature and emissivity from multispectral thermal infrared imagery85
Robust Rooftop Extraction From Visible Band Images Using Higher Order CRF85
First results from the OMI rotational Raman scattering cloud pressure algorithm85
Multi-Scale Rotation-Invariant Haar-Like Feature Integrated CNN-Based Ship Detection Algorithm of Multiple-Target Environment in SAR Imagery84
An Assessment of the Repeatability of Automatic Forest Inventory Metrics Derived From UAV-Borne Laser Scanning Data84
Wind Retrieval From Shipborne Nautical X-Band Radar Data84
Coupled Dictionary Learning for Change Detection From Multisource Data84
Nonoverflow Representation of Electromagnetic Field From Dipole Source in Cylindrical Media With Uniaxial Anisotropy84
Effect of Texture on Microwave Emission from Soils84
Automatic Weakly Supervised Object Detection From High Spatial Resolution Remote Sensing Images via Dynamic Curriculum Learning84
Temperature and Emissivity Retrievals From Hyperspectral Thermal Infrared Data Using Linear Spectral Emissivity Constraint84
Ocean surface wind fields estimated from satellite active and passive microwave instruments84
On current limits of soil moisture retrieval from ERS-SAR data83
The generation of SAR layover and shadow maps from digital elevation models83
Self-Paced Joint Sparse Representation for the Classification of Hyperspectral Images83
A method for the surface reflectance retrieval from PROBA/CHRIS data over land: application to ESA SPARC campaigns83
Hydra: An Ensemble of Convolutional Neural Networks for Geospatial Land Classification83
Aerosol optical depth and land surface reflectance from multiangle AATSR measurements: global validation and intersensor comparisons83
Snowcover Influence on Backscattering from Terrain82
Continuous Human Motion Recognition With a Dynamic Range-Doppler Trajectory Method Based on FMCW Radar82
Improving River Flood Extent Delineation From Synthetic Aperture Radar Using Airborne Laser Altimetry82
Unsupervised Feature Extraction in Hyperspectral Images Based on Wasserstein Generative Adversarial Network81
Sea Ice Motion Tracking From Sequential Dual-Polarization RADARSAT-2 Images81
Development of a technique to assess snow-cover mapping errors from space81
Height Retrieval of Isolated Buildings From Single High-Resolution SAR Images81
Detection and Volume Estimation of Large-Scale Landslides Based on Elevation-Change Analysis Using DEMs Extracted From High-Resolution Satellite Stereo Imagery80
FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network80
Noise Removal From Hyperspectral Image With Joint Spectral–Spatial Distributed Sparse Representation80
An Investigation of Using the Spectral Characteristics From Ground Penetrating Radar for Landmine/Clutter Discrimination80
Using a priori information to improve soil moisture retrieval from ENVISAT ASAR AP data in semiarid regions79
Hyperspectral Anomaly Detection via Background and Potential Anomaly Dictionaries Construction79
Road Extraction From Satellite Images Using Particle Filtering and Extended Kalman Filtering79
A Novel Two-Step Registration Method for Remote Sensing Images Based on Deep and Local Features79
Object Classification and Recognition From Mobile Laser Scanning Point Clouds in a Road Environment78
Retrieval of sea water optically active parameters from hyperspectral data by means of generalized radial basis function neural networks78
Development of a neural network based algorithm for rainfall estimation from radar observations78
Improved Hourly Estimates of Aerosol Optical Thickness Using Spatiotemporal Variability Derived From Himawari-8 Geostationary Satellite78
The mean echo and echo cross product from a beamforming interferometric altimeter and their application to elevation measurement78
Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection78
Temperature and emissivity retrieval from remotely sensed images using the "Grey body emissivity" method78
Pan-Sharpening Using an Efficient Bidirectional Pyramid Network77
Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image Classification77
Results from the Push Broom Microwave Radiometer flights over the Konza Prairie in 198577
Three-Dimensional Implicit Stratigraphic Model Building From Remote Sensing Data on Tetrahedral Meshes: Theory and Application to a Regional Model of La Popa Basin, NE Mexico77
Machine Detection of Martian Impact Craters From Digital Topography Data77
A Hurricane Wind Speed Retrieval Model for C-Band RADARSAT-2 Cross-Polarization ScanSAR Images76
Entropy-Balanced Bitmap Tree for Shape-Based Object Retrieval From Large-Scale Satellite Imagery Databases76
Quality Assessment of Surface Current Fields From TerraSAR-X and TanDEM-X Along-Track Interferometry and Doppler Centroid Analysis76
Estimation of the ratio of sensor degradation between NOAA AVHRR channels 1 and 2 from monthly NDVI composites76
Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection76
A "Reef-Up" approach to classifying coral habitats from IKONOS imagery76
Remote Sensing Image Scene Classification Using Rearranged Local Features75
A comparison between soil roughness statistics used in surface scattering models derived from mechanical and laser profilers75
A Study of the Microwave Brightness Temperature of Snow from the Point of View of Strong Fluctuation Theory75
Determination of Rain Rate from a Spaceborne Radar Using Measurements of Total Attenuation75
Data Fusion Technique Using Wavelet Transform and Taguchi Methods for Automatic Landslide Detection From Airborne Laser Scanning Data and QuickBird Satellite Imagery75
Extracting Micro-Doppler Radar Signatures From Rotating Targets Using Fourier–Bessel Transform and Time–Frequency Analysis75
Understanding c-band radar backscatter from wheat canopy using a multiple-scattering coherent model75
A procedure for the detection and removal of cloud shadow from AVHRR data over land75
From Previous C-Band to New X-Band SAR Systems: Assessment of the DInSAR Mapping Improvement for Deformation Time-Series Retrieval in Urban Areas75
Formulation of forward-backward method using novel spectral acceleration for the modeling of scattering from impedance rough surfaces75
Filtering Soil Surface and Antenna Effects From GPR Data to Enhance Landmine Detection75
Learning Deep Ship Detector in SAR Images From Scratch75
Retrieval of Significant Wave Height and Mean Sea Surface Level Using the GNSS-R Interference Pattern Technique: Results From a Three-Month Field Campaign74
Inference of ice cloud properties from high spectral resolution infrared observations74
Forest Data Collection Using Terrestrial Image-Based Point Clouds From a Handheld Camera Compared to Terrestrial and Personal Laser Scanning74
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks74
A Method Based on Temporal Component Decomposition for Estimating 1-km All-Weather Land Surface Temperature by Merging Satellite Thermal Infrared and Passive Microwave Observations73
Sun and view angle corrections on reflectances derived from NOAA/AVHRR data73
Detection of Snowmelt Using Spaceborne Microwave Radiometer Data in Eurasia From 1979 to 200773
Numerical simulation of scattering from three-dimensional randomly rough surfaces73
Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection73
Mapping of Different Sea Ice Regimes Using Images From Sentinel-1 and ALOS Synthetic Aperture Radar73
1D-VAR Retrieval of Temperature and Humidity Profiles From a Ground-Based Microwave Radiometer72
DeepDetect: A Cascaded Region-Based Densely Connected Network for Seismic Event Detection72
A maximum-likelihood estimator to simultaneously unwrap, geocode, and fuse SAR interferograms from different viewing geometries into one digital elevation model72
Estimating Summertime Precipitation from Himawari-8 and Global Forecast System Based on Machine Learning72
From W-Net to CDGAN: Bitemporal Change Detection via Deep Learning Techniques72
Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution72
The effect of the ionosphere on remote sensing of sea surface salinity from space: absorption and emission at L band72
Remote bathymetry of the littoral zone from AVIRIS, LASH, and QuickBird imagery71
Computing Coastal Ocean Surface Currents From Infrared and Ocean Color Satellite Imagery71
Radar Imaging From Geosynchronous Orbit: Temporal Decorrelation Aspects71
GPR Response From Buried Pipes: Measurement on Field Site and Tomographic Reconstructions70
Soil Moisture Retrievals From the WindSat Spaceborne Polarimetric Microwave Radiometer70
MIRAS Calibration and Performance: Results From the SMOS In-Orbit Commissioning Phase70
Delay-Doppler analysis of bistatically reflected signals from the ocean surface: theory and application70
Retrieval of semitransparent ice cloud optical thickness from atmospheric infrared sounder (AIRS) measurements70
Polarimetric radar backscattering from reciprocal random targets70
Scheme of Parameter Estimation for Generalized Gamma Distribution and Its Application to Ship Detection in SAR Images70
Coupled Sparse Denoising and Unmixing With Low-Rank Constraint for Hyperspectral Image69
Automatic Detection and Reconstruction of Building Radar Footprints From Single VHR SAR Images69
Road Centerline Extraction in Complex Urban Scenes From LiDAR Data Based on Multiple Features69
Variability and Climatology of PWV From Global 13-Year GPS Observations69
Extraction and Three-Dimensional Reconstruction of Isolated Buildings in Urban Scenes From High-Resolution Optical and SAR Spaceborne Images69
Robust multiple estimator systems for the analysis of biophysical parameters from remotely sensed data69
Extraction of Structural and Dynamic Properties of Forests From Polarimetric-Interferometric SAR Data Affected by Temporal Decorrelation68
The emissivity of foam-covered water surface at L-band: theoretical modeling and experimental results from the FROG 2003 field experiment68
Extracting Phenological Signals From Multiyear AVHRR NDVI Time Series: Framework for Applying High-Order Annual Splines With Roughness Damping68
Sig-NMS-Based Faster R-CNN Combining Transfer Learning for Small Target Detection in VHR Optical Remote Sensing Imagery68
Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning68
Microphysical retrievals over stratiform rain using measurements from an airborne dual-wavelength radar-radiometer68
A Web-Based Tool for Calculating Spectral Band Difference Adjustment Factors Derived From SCIAMACHY Hyperspectral Data68
Generation and Quality Assessment of Stereo-Extracted DSM From GeoEye-1 and WorldView-2 Imagery67
Microwave scattering from mixed-species forests, Queensland, Australia67
The finite-element method with domain decomposition for electromagnetic bistatic scattering from the comprehensive model of a ship on and a target above a large-scale rough sea surface67
Retrieval of Inherent Optical Properties for Turbid Inland Waters From Remote-Sensing Reflectance67
Retrieval of Sea Surface Range Velocities From Envisat ASAR Doppler Centroid Measurements67
Facet-Based Investigation on EM Scattering From Electrically Large Sea Surface With Two-Scale Profiles: Theoretical Model67
Gauge-Adjusted Global Satellite Mapping of Precipitation66
Electromagnetic Wave Scattering From Layered Structures With an Arbitrary Number of Rough Interfaces66
Existential uncertainty of spatial objects segmented from satellite sensor imagery66
Estimation of Soil Moisture and Faraday Rotation From Bare Surfaces Using Compact Polarimetry66
Accuracy of bathymetry and current retrievals from airborne optical time-series imaging of shoaling waves66
Cloud Properties Derived From GOME/ERS-2 Backscatter Data for Trace Gas Retrieval66
Elevation change of the Antarctic ice sheet, 1995-2000, from ERS-2 satellite radar altimetry66
Polarimetric Convolutional Network for PolSAR Image Classification65
Cloud-drift and water vapor winds in the polar regions from MODIS65
Stem–Leaf Segmentation and Phenotypic Trait Extraction of Individual Maize Using Terrestrial LiDAR Data65
Simultaneous and Integrated Strain Tensor Estimation From Geodetic and Satellite Deformation Measurements to Obtain Three-Dimensional Displacement Maps65
Hyperspectral Image Classification With Squeeze Multibias Network65
Leaf Orientation Retrieval From Terrestrial Laser Scanning (TLS) Data65
Radio Echo Sounding of Pine Island Glacier, West Antarctica: Aperture Synthesis Processing and Analysis of Feasibility From Space64
Evaluation of national and global LAI products derived from optical remote sensing instruments over Canada64
Double-Bounce Component in Cross-Polarimetric SAR From a New Scattering Target Decomposition64
Millimeter-wave bistatic scattering from ground and vegetation targets64
Sharpening Thermal Imageries: A Generalized Theoretical Framework From an Assimilation Perspective64
A Hybrid Analytic-Numerical Algorithm of Scattering From an Object Above a Rough Surface64
A Data-Driven Approach for Accurate Rainfall Prediction63
New Observations From the SWIM Radar On-Board CFOSAT: Instrument Validation and Ocean Wave Measurement Assessment63
An Active Contour Model Based on Texture Distribution for Extracting Inhomogeneous Insulators From Aerial Images63
A comprehensive, automated approach to determining sea ice thickness from SAR data63
Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks63
Achieving Super-Resolution Remote Sensing Images via the Wavelet Transform Combined With the Recursive Res-Net63
Developing Daily Cloud-Free Snow Composite Products From MODIS Terra–Aqua and IMS for the Tibetan Plateau63
A Color Ratio Method for Simultaneous Retrieval of Aerosol and Cloud Optical Thickness of Above-Cloud Absorbing Aerosols From Passive Sensors: Application to MODIS Measurements63
From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification62
Forest canopy closure from classification and spectral unmixing of scene components-multisensor evaluation of an open canopy62
Three-Dimensional Polygonal Building Model Estimation From Single Satellite Images62
The polarization-dependent relation between radar backscatter from the ocean surface and surface wind vector at frequencies between 1 and 18 GHz62
Detecting solar-induced chlorophyll fluorescence from field radiance spectra based on the Fraunhofer line principle62
Wavelet Reconstruction of Geologic Facies From Nonlinear Dynamic Flow Measurements62
Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification62
A technique for enhancing and matching the resolution of microwave measurements from the SSM/I instrument62
Fast iterative approach to difference scattering from the target above a rough surface62
CFAR Ship Detection in Nonhomogeneous Sea Clutter Using Polarimetric SAR Data Based on the Notch Filter62
An Improved Quantum-Behaved Particle Swarm Optimization for Endmember Extraction61
Fast inhomogeneous plane wave algorithm for scattering from objects above the multilayered medium61
Transferred Deep Learning-Based Change Detection in Remote Sensing Images61
Modeling multi-frequency Diurnal backscatter from a walnut orchard61
Enhanced algorithm performance for land cover classification from remotely sensed data using bagging and boosting61
Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing60
An algorithm for estimating field-aligned currents from single spacecraft magnetic field measurements: a diagnostic tool applied to Freja satellite data60
Estimates of surface roughness derived from synthetic aperture radar (SAR) data60
Flood Mapping Based on Synthetic Aperture Radar: An Assessment of Established Approaches60
On the Reconstruction of Quad-Pol SAR Data From Compact Polarimetry Data For Ocean Target Detection60
The line segment match method for extracting road network from high-resolution satellite images60
Object-Oriented Shadow Detection and Removal From Urban High-Resolution Remote Sensing Images60
The Detection of Buried Pipes From Time-of-Flight Radar Data60
Radiative transfer model for microwave bistatic scattering from forest canopies60
Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing59
Satellite Microwave Remote Sensing of Boreal and Arctic Soil Temperatures From AMSR-E59
Ocean current estimated from X-band radar sea surface, images59
Finite-difference time-domain simulation of scattering from objects in continuous random media59
Electromagnetic scattering from short branching vegetation59
A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion59
Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation58
Snow water equivalent retrieval in a Canadian boreal environment from microwave measurements using the HUT snow emission model58
Ratio-Based Multitemporal SAR Images Denoising: RABASAR58
Assessment of Atmospheric Limitations on the Determination of the Solar Spectral Constant from Ground-Based Spectroradiometer Measurements58
Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks58
Super-Resolution of Single Remote Sensing Image Based on Residual Dense Backprojection Networks57
Precise Subpixel Disparity Measurement From Very Narrow Baseline Stereo57
Deriving High-Resolution Reservoir Bathymetry From ICESat-2 Prototype Photon-Counting Lidar and Landsat Imagery57
Saliency-Guided Deep Neural Networks for SAR Image Change Detection57
A Temporally Integrated Inversion Method for Estimating Leaf Area Index From MODIS Data57
An improved geometrical optics model for bistatic GPS scattering from the ocean surface57
Regional Objective Analysis for Merging High-Resolution MERIS, MODIS/Aqua, and SeaWiFS Chlorophyll- a Data From 1998 to 2008 on the European Atlantic Shelf57
Efficient Simulation of hybrid stripmap/spotlight SAR raw signals from extended scenes57
Forest variable estimation from fusion of SAR and multispectral optical data57
A New Semiautomated Detection Mapping of Flood Extent From TerraSAR-X Satellite Image Using Rule-Based Classification and Taguchi Optimization Techniques57
Red-Edge Band Vegetation Indices for Leaf Area Index Estimation From Sentinel-2/MSI Imagery57
A Constrained Sparse Representation Model for Hyperspectral Anomaly Detection56
Seven-Component Scattering Power Decomposition of POLSAR Coherency Matrix56
Application of Strong Fluctuation Random Medium Theory to Scattering from Vegetation-Like Half Space56
Microwave Emission from Smooth Bare Fields and Soil Moisture Sampling Depth56
An Active Deep Learning Approach for Minimally Supervised PolSAR Image Classification56
Uniqueness of multiangular measurements. II. Joint retrieval of vegetation structure and photosynthetic activity from MISR56
Road Curb Extraction From Mobile LiDAR Point Clouds56
Seamless Fusion of LiDAR and Aerial Imagery for Building Extraction56
Spatial Density Peak Clustering for Hyperspectral Image Classification With Noisy Labels56
A Physics-Based Algorithm for the Simultaneous Retrieval of Land Surface Temperature and Emissivity From VIIRS Thermal Infrared Data56
An efficient two-scale model for the computation of thermal emission and atmospheric reflection from the sea surface56
Retrieval of aerosol optical properties from multi-angle satellite imagery56
A Time-Series Approach to Estimating Soil Moisture From Vegetated Surfaces Using L-Band Radar Backscatter55
σ<sup>°</sup> Signature of the Amazon Rain Forest Obtained from the Seasat Scatterometer55
An Algorithm for Estimation of Wave Height From Shadowing in X-Band Radar Sea Surface Images55
Ocean Wavenumber Estimation From Wave-Resolving Time Series Imagery55
Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization55
Frequency and angular variations of land surface microwave emissivities: can we estimate SSM/T and AMSU emissivities from SSM/I emissivities?55
Analysis of low frequency scattering from penetrable scatterers55
Semantics-enabled framework for knowledge discovery from Earth observation data archives55
Three-dimensional subsurface analysis of electromagnetic scattering from penetrable/PEC objects buried under rough surfaces: use of the steepest descent fast multipole method55
A Study of an AIEM Model for Bistatic Scattering From Randomly Rough Surfaces55
Galactic noise and passive microwave remote sensing from space at L-band55
A Fusion Scheme for Joint Retrieval of Urban Height Map and Classification From High-Resolution Interferometric SAR Images54
Electromagnetic scattering from grassland. I. A fully phase-coherent scattering model54
Hyperspectral Classification With Noisy Label Detection via Superpixel-to-Pixel Weighting Distance54
Rain Detection From X-Band Marine Radar Images: A Support Vector Machine-Based Approach54
Estimating High Spatial Resolution Clear-Sky Land Surface Upwelling Longwave Radiation From MODIS Data54
Optimal Doppler Centroid Estimation for SAR Data from a Quasi-Homogeneous Source54
Remote Sensing Image Superresolution Using Deep Residual Channel Attention54
Simulation of L-Band Bistatic Returns From the Ocean Surface: A Facet Approach With Application to Ocean GNSS Reflectometry54
A New Methodology for Detecting Ice Sheet Surface Elevation Changes From Laser Altimetry Data54
Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification54
The Value of SMAP for Long-Term Soil Moisture Estimation With the Help of Deep Learning54
Novel Adaptive Histogram Trend Similarity Approach for Land Cover Change Detection by Using Bitemporal Very-High-Resolution Remote Sensing Images53
A Numerical Study of the Retrieval of Sea Surface Height Profiles From Low Grazing Angle Radar Data53
Self-Adaptive Generalized S-Transform and Its Application in Seismic Time–Frequency Analysis53
Impact of Diurnal Variation in Vegetation Water Content on Radar Backscatter From Maize During Water Stress53
Identification of buried unexploded ordnance from broadband electromagnetic induction data53
Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification53
Snow Depth and Ice Thickness Measurements From the Beaufort and Chukchi Seas Collected During the AMSR-Ice03 Campaign53
Determining land-surface parameters from the ERS wind scatterometer53
An Efficient and Scalable Framework for Processing Remotely Sensed Big Data in Cloud Computing Environments52
Hybrid-Sparsity Constrained Dictionary Learning for Iterative Deblending of Extremely Noisy Simultaneous-Source Data52
Efficient Automated Glacier Surface Velocity Measurement From Repeat Images Using Multi-Image/Multichip and Null Exclusion Feature Tracking52
Using DDM Asymmetry Metrics for Wind Direction Retrieval From GPS Ocean-Scattered Signals in Airborne Experiments52
Improved Supervised Learning-Based Approach for Leaf and Wood Classification From LiDAR Point Clouds of Forests52
Unsupervised Clustering and Active Learning of Hyperspectral Images With Nonlinear Diffusion52
Semiautomatic Object-Oriented Landslide Recognition Scheme From Multisensor Optical Imagery and DEM52
R3-Net: A Deep Network for Multioriented Vehicle Detection in Aerial Images and Videos52
Hankel Low-Rank Approximation for Seismic Noise Attenuation52
Updating land-cover maps by using texture information from very high-resolution space-borne imagery52
Polarimetric scatterometry: a promising technique for improving ocean surface wind measurements from space51
Supervised Classification and Estimation of Hydrometeors From C-Band Dual-Polarized Radars: A Bayesian Approach51
Corrections to the Calibration of MODIS Aqua Ocean Color Bands Derived From SeaWiFS Data51
Fluctuation statistics of millimeter-wave scattering from distributed targets51
Generating Global Products of LAI and FPAR From SNPP-VIIRS Data: Theoretical Background and Implementation51
Scene Classification Using Hierarchical Wasserstein CNN51
Error tracking of radargrammetric DEM from RADARSAT images51
Layered Estimation of Atmospheric Mesoscale Dynamics From Satellite Imagery50
Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization50
Density Peak-Based Noisy Label Detection for Hyperspectral Image Classification50
Geographically Adaptive Inversion Model for Improving Bathymetric Retrieval From Satellite Multispectral Imagery50
The use of fractals for modeling EM waves scattering from rough sea surface50
Electromagnetic scattering from grassland. II. Measurement and modeling results50
Cosegmentation for Object-Based Building Change Detection From High-Resolution Remotely Sensed Images50
An End-Member-Based Two-Source Approach for Estimating Land Surface Evapotranspiration From Remote Sensing Data50
One-dimensional variational retrieval algorithm of temperature, water vapor, and cloud water profiles from advanced microwave sounding unit (AMSU)50
Analysis of scattering mechanisms in SAR imagery over boreal forest: results from BOREAS '9350
Joint Detection and Localization of Vessels at Sea With a GNSS-Based Multistatic Radar50
Tracking in Aerial Hyperspectral Videos Using Deep Kernelized Correlation Filters50
Microwave emission from dry snow: a comparison of experimental and model results50
Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection49
Detection and Classification of Continuous Volcano-Seismic Signals With Recurrent Neural Networks49
Spectral–Spatial Feature Extraction for Hyperspectral Anomaly Detection49
Satellite Microwave Retrieval of Total Precipitable Water Vapor and Surface Air Temperature Over Land From AMSR249
Directional Effects on Land Surface Temperature Estimation From Meteosat Second Generation for Savanna Landscapes49
Centroid and Covariance Alignment-Based Domain Adaptation for Unsupervised Classification of Remote Sensing Images49
Simultaneous Road Surface and Centerline Extraction From Large-Scale Remote Sensing Images Using CNN-Based Segmentation and Tracing49
A model-based approach to the automatic extraction of linear features from airborne images49
Polarimetric Scattering From Two-Layered Two-Dimensional Random Rough Surfaces With and Without Buried Objects48
Selection of Optimal Building Facade Texture Images From UAV-Based Multiple Oblique Image Flows48
Effect of dielectric properties of moist salinized soils on backscattering coefficients extracted from RADARSAT image48
Comparing Operational MSG/SEVIRI Land Surface Albedo Products From Land SAF With Ground Measurements and MODIS48
Detection Thresholds of Falling Snow From Satellite-Borne Active and Passive Sensors48
A Three-Dimensional Adaptive Integral Method for Scattering From Structures Embedded in Layered Media48
Consistency of Measurements of Wavelength Position From Hyperspectral Imagery: Use of the Ferric Iron Crystal Field Absorption at $\sim$900 nm as an Indicator of Mineralogy48
Developing a Flood Monitoring System From Remotely Sensed Data for the Limpopo Basin48
Plant water content and temperature of the Amazon forest from satellite microwave radiometry48
Global Ocean Altimetry With GNSS Reflections From TechDemoSat-148
Detection of small objects from high-resolution panchromatic satellite imagery based on supervised image segmentation48
Estimation of Forest Biomass From Two-Level Model Inversion of Single-Pass InSAR Data48
Bathymetry Retrieval From Hyperspectral Remote Sensing Data in Optical-Shallow Water48
A Novel Change Detection Method for Multitemporal Hyperspectral Images Based on Binary Hyperspectral Change Vectors48
Coupled canonical grid/discrete dipole approach for computing scattering from objects above or below a rough interface48
Intercomparisons of Cloud Mask Products Among Fengyun-4A, Himawari-8, and MODIS47
Adaptive Multiscale Deep Fusion Residual Network for Remote Sensing Image Classification47
Land Cover and Soil Type Mapping From Spaceborne PolSAR Data at L-Band With Probabilistic Neural Network47
Bayesian-Deep-Learning Estimation of Earthquake Location From Single-Station Observations47
A Practical Method for Retrieving Land Surface Temperature From AMSR-E Over the Amazon Forest47
Scattering from a metallic object embedded near the randomly rough surface of a lossy dielectric47
An Advanced Nonlinear Frequency Modulation Waveform for Radar Imaging With Low Sidelobe47
Evolution of electromagnetic signatures of sea ice from initial formation to the establishment of thick first-year ice47
Generative Adversarial Network-Based Full-Space Domain Adaptation for Land Cover Classification From Multiple-Source Remote Sensing Images47
A Global Simulation of Microwave Emission: Error Structures Based on Output From ECMWF's Operational Integrated Forecast System47
Unsupervised Image Regression for Heterogeneous Change Detection47
A new shape-based method for object localization and characterization from scattered field data47
Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery47
Wind Speed Retrieval From VH Dual-Polarization RADARSAT-2 SAR Images47
Scalable Graph-Based Clustering With Nonnegative Relaxation for Large Hyperspectral Image47
Seasonal and short-term variability of multifrequency, polarimetric radar backscatter of Alpine terrain from SIR-C/X-SAR and AIRSAR data47
Determination of the age distribution of sea ice from Lagrangian observations of ice motion47
Multispectral land sensing: where from, where to?47
A Novel Hydrocarbon Detection Approach via High-Resolution Frequency-Dependent AVO Inversion Based on Variational Mode Decomposition46
Nonlinear Statistical Retrieval of Atmospheric Profiles From MetOp-IASI and MTG-IRS Infrared Sounding Data46
Retrieving ocean surface wind speed from the TRMM Precipitation Radar measurements46
A 3-D Atrous Convolution Neural Network for Hyperspectral Image Denoising46
Sparse and Low-Rank Matrix Decomposition for Automatic Target Detection in Hyperspectral Imagery46
Doppler Spectra From a Two-Dimensional Ocean Surface at L-Band46
Spatial–Spectral Fusion by Combining Deep Learning and Variational Model46
Estimation of Net Radiation From the Moderate Resolution Imaging Spectroradiometer Over the Continental United States46
Validation of Atmospheric Profile Retrievals From the SNPP NOAA-Unique Combined Atmospheric Processing System. Part 1: Temperature and Moisture45
A Structure-Aware Global Optimization Method for Reconstructing 3-D Tree Models From Terrestrial Laser Scanning Data45
Deriving Bathymetry From Optical Images With a Localized Neural Network Algorithm45
Sea-Ice Deformation State From Synthetic Aperture Radar Imagery—Part I: Comparison of C- and L-Band and Different Polarization45
Inversion of Chromophoric Dissolved Organic Matter From EO-1 Hyperion Imagery for Turbid Estuarine and Coastal Waters45
On Neural Network Algorithms for Retrieving Forest Biomass From SAR Data45
Radar-Based Human Gait Recognition Using Dual-Channel Deep Convolutional Neural Network45
Ship Detection Based on Complex Signal Kurtosis in Single-Channel SAR Imagery45
Joint statistical properties of rms height and correlation length derived from multisite 1-m roughness measurements45
Estimating leaf area index from satellite imagery using Bayesian networks45
Optimization of L-Band Sea Surface Emissivity Models Deduced From SMOS Data45
Polarization Features in Bistatic Scattering From Rough Surfaces45
Estimation of Colored Dissolved Organic Matter From Landsat-8 Imagery for Complex Inland Water: Case Study of Lake Huron45
Ionospheric Correction of InSAR Time Series Analysis of C-band Sentinel-1 TOPS Data45
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification45
Reconstruction of Hyperspectral Imagery From Random Projections Using Multihypothesis Prediction45
A dielectric model of the vegetation effects on the microwave emission from soils45
Atmospheric water vapor content from spaceborne POLDER measurements45
Automatic Parameter Optimization for Support Vector Regression for Land and Sea Surface Temperature Estimation From Remote Sensing Data44
Monitoring tree moisture using an estimation algorithm applied to SAR data from BOREAS44
Hypergraph <inline-formula> <tex-math notation="LaTeX">$p$ </tex-math> </inline-formula>-Laplacian Regularization for Remotely Sensed Image Recognition44
Spectral–Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification44
Optimized Tropical Cyclone Winds From QuikSCAT: A Neural Network Approach44
Feasibility of Along-Track Displacement Measurement From Sentinel-1 Interferometric Wide-Swath Mode44
Improved determination of coastal water constituent concentrations from MERIS data44
Soil Moisture Retrieval From SMAP: A Validation and Error Analysis Study Using Ground-Based Observations Over the Little Washita Watershed44
MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data44
Atmospheric water vapor content over land surfaces derived from the AVHRR data: application to the Iberian Peninsula44
Azimuthal harmonic coefficients of the microwave backscattering from a non-Gaussian ocean surface with the first-order SSA model44
Tracking Objects From Satellite Videos: A Velocity Feature Based Correlation Filter44
Class Signature-Constrained Background- Suppressed Approach to Band Selection for Classification of Hyperspectral Images44
Pansharpening for Cloud-Contaminated Very High-Resolution Remote Sensing Images44
A Thermal Sampling Depth Correction Method for Land Surface Temperature Estimation From Satellite Passive Microwave Observation Over Barren Land43
N-parameter retrievals from L-band microwave observations acquired over a variety of crop fields43
Novel Spectra-Derived Features for Empirical Retrieval of Water Quality Parameters: Demonstrations for OLI, MSI, and OLCI Sensors43
Application of neural algorithms for a real-time estimation of ozone profiles from GOME measurements43
LEGION-Based Automatic Road Extraction From Satellite Imagery43
Validation of Significant Wave Height From Improved Satellite Altimetry in the German Bight43
Deep Learning-Based Classification and Reconstruction of Residential Scenes From Large-Scale Point Clouds43
Using a modeling approach to predict soil hydraulic properties from passive microwave measurements43
Tropical Cyclone Intensity Estimated From Wide-Swath SAR Images43
Land Surface Temperature Estimate From Chinese Gaofen-5 Satellite Data Using Split-Window Algorithm43
Capability Assessment of Fully Polarimetric ALOS–PALSAR Data for Discriminating Wet Snow From Other Scattering Types in Mountainous Regions43
A Genetic Fuzzy-Rule-Based Classifier for Land Cover Classification From Hyperspectral Imagery43
Light Interception and Leaf Area Estimates from Measurements of Grass Canopy Reflectance43
Evaluation of radargrammetric DEM from RADARSAT images in high relief areas43
Electromagnetic Scattering From Objects Above a Rough Surface Using the Method of Moments With Half-Space Green's Function42
Microwave Backscatter From Arctic Lake Ice and Polarimetric Implications42
Properties of surface waveguides derived from inversion of fundamental and higher mode dispersive GPR data42
Microwave Emission and Scattering From Deserts: Theory Compared With Satellite Measurements42
Speckle Suppression Based on Weighted Nuclear Norm Minimization and Grey Theory42
Atmospheric Correction Using the Information From the Short Blue Band42
Method for Crater Detection From Martian Digital Topography Data Using Gradient Value/Orientation, Morphometry, Vote Analysis, Slip Tuning, and Calibration42
Computing two-dimensional unambiguous horizontal wavenumber spectra from OH airglow images42
Recognizing Street Lighting Poles From Mobile LiDAR Data42
Topologically Aware Building Rooftop Reconstruction From Airborne Laser Scanning Point Clouds42
Estimation of Vegetation Water Content From the Radar Vegetation Index at L-Band42
Total ozone mapping by integrating databases from remote sensing instruments and empirical models42
Automatic Feature Extraction and Text Recognition From Scanned Topographic Maps42
Forest height retrieval from commercial X-band SAR products42
Tropical Cyclone Winds Retrieved From C-Band Cross-Polarized Synthetic Aperture Radar41
Attenuating Crosstalk Noise of Simultaneous-Source Least-Squares Reverse Time Migration With GPU-Based Excitation Amplitude Imaging Condition41
A fractal-based theoretical framework for retrieval of surface parameters from electromagnetic backscattering data41
Modeling of the Bistatic Electromagnetic Scattering From Sea Surfaces Covered in Oil for Microwave Applications41
Glacier surface motion computation from digital image sequences41
A Two-Step Nonlinear Chirp Scaling Method for Multichannel GEO Spaceborne–Airborne Bistatic SAR Spectrum Reconstructing and Focusing41
Synthetic Signatures of Volcanic Ash Cloud Particles From X-Band Dual-Polarization Radar41
DNESYS-an expert system for automatic extraction of drainage networks from digital elevation data41
Digital Terrain Model Retrieval in Tropical Forests Through P-Band SAR Tomography41
Microwave Emission from Row Crops41
Robust Space–Frequency Joint Representation for Remote Sensing Image Scene Classification41
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification41
Ocean Surface Wind Speed Retrieval From C-Band SAR Images Without Wind Direction Input41
Electromagnetic Scattering From Multilayer Rough Surfaces With Arbitrary Dielectric Profiles for Remote Sensing of Subsurface Soil Moisture41
Scattering from dielectric random fractal surfaces via method of moments41
Pansharpening Based on Deconvolution for Multiband Filter Estimation41
Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery40
Assessment of Surface Water Quality by Using Satellite Images Fusion Based on PCA Method in the Lake Gala, Turkey40
Three-Dimensional Scattering and Inverse Scattering from Objects With Simultaneous Permittivity and Permeability Contrasts40
Analysis and Synthesis of Raindrop Size Distribution Time Series From Disdrometer Data40
Laser-Induced Fluorescence (LIF) from Plant Foliage40
Daily River Discharge Estimates by Merging Satellite Optical Sensors and Radar Altimetry Through Artificial Neural Network40
A novel acceleration algorithm for the computation of scattering from two-dimensional large-scale perfectly conducting random rough surfaces with the forward-backward method40
A neural network approach to estimating rainfall from spaceborne microwave data40
Improved Retrieval of Total Water Vapor Over Polar Regions From AMSU-B Microwave Radiometer Data40
Facies Identification Based on Multikernel Relevance Vector Machine40
First Results From the Rotating Fan Beam Scatterometer Onboard CFOSAT40
Azimuth Signal Multichannel Reconstruction and Channel Configuration Design for Geosynchronous Spaceborne–Airborne Bistatic SAR40
Statistical Detection Theory Approach to Hyperspectral Image Classification40
Retrieving soil moisture from simulated brightness temperatures by a neural network40
Spaceborne lidar calibration from cirrus and molecular backscatter returns40
Hyperspectral Unmixing With Spectral Variability Using Adaptive Bundles and Double Sparsity39
Retrieval of crop biomass and soil moisture from measured 1.4 and 10.65 GHz brightness temperatures39
Foliage Clumping Index Over China's Landmass Retrieved From the MODIS BRDF Parameters Product39
Detection and removal of cloud contamination from AVHRR images39
Ship Detection From PolSAR Imagery Using the Complete Polarimetric Covariance Difference Matrix39
The Dependence of Sea-Surface Microwave Emission on Wind Speed, Frequency, Incidence Angle, and Polarzation over the Frequency Range from 1 to 40 GHz39
On the Coherency of Ocean and Land Surface Specular Scattering for GNSS-R and Signals of Opportunity Systems39
A Study of the Fourth-Order Small Perturbation Method for Scattering From Two-Layer Rough Surfaces39
Phase Quality Optimization in Polarimetric Differential SAR Interferometry39
Improving Land Surface Temperature and Emissivity Retrieval From the Chinese Gaofen-5 Satellite Using a Hybrid Algorithm39
Joint Sparsity-Based Imaging and Motion Error Estimation for BFSAR39
Inversion of a Radiative Transfer Model for Estimating Forest LAI From Multisource and Multiangular Optical Remote Sensing Data39
A New Algorithm (ECICE) to Estimate Ice Concentration From Remote Sensing Observations: An Application to 85-GHz Passive Microwave Data39
Validation of sea ice motion from QuikSCAT with those from SSM/I and buoy39
Generalized Linear Observables for Ocean Wind Retrieval From Calibrated GNSS-R Delay–Doppler Maps38
Multiple Moving Object Detection From UAV Videos Using Trajectories of Matched Regional Adjacency Graphs38
Optical thickness of tropical cirrus clouds derived from the MODIS 0.66and 1.375-/spl mu/m channels38
Decorrelating remote sensing color bands from bathymetry in optically shallow waters38
Transitioning From CRD to CDRD in Bayesian Retrieval of Rainfall From Satellite Passive Microwave Measurements: Part 2. Overcoming Database Profile Selection Ambiguity by Consideration of Meteorologic38
CNN-Based Polarimetric Decomposition Feature Selection for PolSAR Image Classification38
Hyperspectral Restoration via $L_0$ Gradient Regularized Low-Rank Tensor Factorization38
A Hybrid Conditional Random Field for Estimating the Underlying Ground Surface From Airborne LiDAR Data38
Estimation of Daily Surface Shortwave Net Radiation From the Combined MODIS Data38
Scattering from ice crystals at 94 and 220 GHz millimeter wave frequencies38
Estimating Snow Accumulation From InSAR Correlation Observations38
Ship Detection in High-Resolution SAR Images by Clustering Spatially Enhanced Pixel Descriptor38
Optimum Estimation of Rain Microphysical Parameters From X-Band Dual-Polarization Radar Observables38
A Neural Network for Real-Time Retrievals of PWV and LWP From Arctic Millimeter-Wave Ground-Based Observations38
Wavelet-based feature extraction from oceanographic images38
Low VHF-band backscatter from coniferous forests on sloping terrain38
SCoBi-Veg: A Generalized Bistatic Scattering Model of Reflectometry From Vegetation for Signals of Opportunity Applications37
Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection37
A method for estimating sea surface nitrate concentrations from remotely sensed SST and chlorophyll a-a case study for the north Pacific Ocean using OCTS/ADEOS data37
Application of Neural Network to GNSS-R Wind Speed Retrieval37
Hyperspectral Band Selection From Statistical Wavelet Models37
High-Dimensional Pixel Composites From Earth Observation Time Series37
Coherence estimation from multilook incoherent sar imagery37
Identifiability in wind estimation from scatterometer measurements37
A Regionally Robust High-Spatial-Resolution Aerosol Retrieval Algorithm for MODIS Images Over Eastern China37
Detecting Changes in Fully Polarimetric SAR Imagery With Statistical Information Theory37
Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model37
Multispectral Airborne LiDAR Data in the Prediction of Boreal Tree Species Composition37
Evidence of hot spot directional signature from airborne POLDER measurements37
The Importance of Accurate Skin Temperature in Assimilating Radiances From Satellite Sounding Instruments37
A Study of Backscattering and Emission from Closely Packed Inhomogeneous Media37
Development of a Gray-Level Co-Occurrence Matrix-Based Texture Orientation Estimation Method and Its Application in Sea Surface Wind Direction Retrieval From SAR Imagery37
Improved MUSIC-Based SMOS RFI Source Detection and Geolocation Algorithm37
Deep Multigrained Cascade Forest for Hyperspectral Image Classification37
Using a Ground-Based SAR Interferometer and a Terrestrial Laser Scanner to Monitor a Snow-Covered Slope: Results From an Experimental Data Collection in Tyrol (Austria)37
Joint Sparse Aperture ISAR Autofocusing and Scaling via Modified Newton Method-Based Variational Bayesian Inference37
A Neural Network Technique for Separating Land Surface Emissivity and Temperature From ASTER Imagery37
Realistic FDTD GPR Antenna Models Optimized Using a Novel Linear/Nonlinear Full-Waveform Inversion37
Radar Scattering from a Diffuse Vegetation Layer over a Smooth Surface37
Soil Moisture Inferences from Thermal-Infrared Measurements of Vegetation Temperatures37
Dimensionality Reduction of Hyperspectral Images With Sparse Discriminant Embedding37
Toward Mitigating Stratified Tropospheric Delays in Multitemporal InSAR: A Quadtree Aided Joint Model36
Automatic Detection and Reconstruction of 2-D/3-D Building Shapes From Spaceborne TomoSAR Point Clouds36
Evaluating the L-MEB Model From Long-Term Microwave Measurements Over a Rough Field, SMOSREX 200636
On the retrieving of forest stem volume from VHF SAR data: observation and modeling36
Correlation of hydrodynamic features with LGA radar backscatter from breaking waves36
Surface temperature and emissivity separability over land surface from combined TIR and SWIR AVHRR data36
Microwave Inversion of Leaf Area and Inclination Angle Distributions from Backscattered Data36
First Results of a GNSS-R Experiment From a Stratospheric Balloon Over Boreal Forests36
Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification36
Wind speed effect on L-band brightness temperature inferred from EuroSTARRS and WISE 2001 field experiments36
Toward Fully Automatic Detection of Changes in Suburban Areas From VHR SAR Images by Combining Multiple Neural-Network Models36
Land cover conversion and degradation analyses through coupled soil~plant biophysical parameters derived from hyperspectral eo-1 hyperion36
Retrieving TSM Concentration From Multispectral Satellite Data by Multiple Regression and Artificial Neural Networks36
Further numerical studies of backscattering from time-evolving nonlinear sea surfaces36
Arctic-wide operational sea ice drift from enhanced-resolution QuikScat/SeaWinds scatterometry and its validation36
Spectral Super-Resolution for Multispectral Image Based on Spectral Improvement Strategy and Spatial Preservation Strategy36
On the Estimation of Thickness of Marine Oil Slicks From Sun-Glittered, Near-Infrared MERIS and MODIS Imagery: The Lebanon Oil Spill Case Study36
Retrieval of Permafrost Active Layer Properties Using Time-Series P-Band Radar Observations36
Dynamic Approaches for Snow Depth Retrieval From Spaceborne Microwave Brightness Temperature36
Consequences of surface heterogeneity for parameter retrieval from 1.4-GHz multiangle SMOS observations36
Incoherent bistatic scattering from the sea surface at L-band36
Extracting Sea Ice Data from Satellite SAR Imagery36
Surface soil moisture retrieval from L-band radiometry: a global regression study35
The effects of topography on mechanisms of radar backscatter from coniferous forest and upland pasture35
A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing35
A Dark Target Method for Himawari-8/AHI Aerosol Retrieval: Application and Validation35
Modulation of Ka-Band Doppler Radar Signals Backscattered From the Sea Surface35
Multiscale Full-Waveform Dual-Parameter Inversion Based on Total Variation Regularization to On-Ground GPR Data35
Hyperspectral Image Classification via Compressive Sensing35
On the Extension of Multidimensional Speckle Noise Model From Single-Look to Multilook SAR Imagery35
A Wavelet-Based Technique for Sea Wind Extraction from SAR Images35
A Semiautomated Probabilistic Framework for Tree-Cover Delineation From 1-m NAIP Imagery Using a High-Performance Computing Architecture35
Robust Pol-ISAR Target Recognition Based on ST-MC-DCNN35
Destriping Algorithms Based on Statistics and Spatial Filtering for Visible-to-Thermal Infrared Pushbroom Hyperspectral Imagery35
Snow Depth Estimation Based on Combination of Pseudorange and Carrier Phase of GNSS Dual-Frequency Signals35
Unsupervised segmentation of low clouds from infrared METEOSAT images based on a contextual spatio-temporal labeling approach35
NOAA-AVHRR Orbital Drift Correction From Solar Zenithal Angle Data35
Seismic Noise Attenuation Using Unsupervised Sparse Feature Learning35
DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery35
Fast Narrowband RFI Suppression Algorithms for SAR Systems via Matrix-Factorization Techniques35
Bistatic Coherent Scattering From Rough Soils With Application to GNSS Reflectometry35
Three-Dimensional Reconstruction From a Multiview Sequence of Sparse ISAR Imaging of a Space Target35