OOIR: Observatory of International Research

Papers

(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.)

Article	Citations
The MODIS cloud products: algorithms and examples from terra	1393
Soil moisture retrieval from space: the Soil Moisture and Ocean Salinity (SMOS) mission	1279
A generalized split-window algorithm for retrieving land-surface temperature from space	1223
Soil moisture retrieval from AMSR-E	1157
Classification of hyperspectral data from urban areas based on extended morphological profiles	1066
An empirical model and an inversion technique for radar scattering from bare soil surfaces	963
Backscattering from a randomly rough dielectric surface	884
Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle	854
An algorithm for the retrieval of albedo from space using semiempirical BRDF models	781
Cloud and aerosol properties, precipitable water, and profiles of temperature and water vapor from MODIS	779
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 application	683
Deep Learning for Hyperspectral Image Classification: An Overview	674
Endmember Extraction From Highly Mixed Data Using Minimum Volume Constrained Nonnegative Matrix Factorization	672
A physics-based algorithm for retrieving land-surface emissivity and temperature from EOS/MODIS data	638
A progressive morphological filter for removing nonground measurements from airborne LIDAR data	630
Retrieval of atmospheric and surface parameters from AIRS/AMSU/HSB data in the presence of clouds	595
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations	574
Linear and nonlinear terrain deformation maps from a reduced set of interferometric sar images	532
Evaluation of remote sensing based terrestrial productivity from MODIS using regional tower eddy flux network observations	513
Fully Convolutional Networks for Multisource Building Extraction From an Open Aerial and Satellite Imagery Data Set	501
The complex dielectric constant of pure and sea water from microwave satellite observations	499
A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners	483
A Quantitative and Comparative Analysis of Endmember Extraction Algorithms From Hyperspectral Data	466
Land Surface Emissivity Retrieval From Different VNIR and TIR Sensors	463

Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance	438
The least-squares mixing models to generate fraction images derived from remote sensing multispectral data	422
The MODIS Cloud Optical and Microphysical Products: Collection 6 Updates and Examples From Terra and Aqua	404
Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration	397
Revision of the Single-Channel Algorithm for Land Surface Temperature Retrieval From Landsat Thermal-Infrared Data	389
A simplified scheme for obtaining precipitation and vertical hydrometeor profiles from passive microwave sensors	381
Scene Classification With Recurrent Attention of VHR Remote Sensing Images	369
Inversion of surface parameters from polarimetric SAR	364
Rapid calculation of terrain parameters for radiation modeling from digital elevation data	344
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection	317
A method for estimating rain rate and drop size distribution from polarimetric radar measurements	309
Detection and Processing of bistatically reflected GPS signals from low Earth orbit for the purpose of ocean remote sensing	305
A Novel Hierarchical Method of Ship Detection from Spaceborne Optical Image Based on Shape and Texture Features	296
Hyperspectral Image Denoising via Sparse Representation and Low-Rank Constraint	285
Learning and Transferring Deep Joint Spectral–Spatial Features for Hyperspectral Classification	282
Cascaded Recurrent Neural Networks for Hyperspectral Image Classification	280
Quantitative Retrieval of Soil Moisture Content and Surface Roughness From Multipolarized Radar Observations of Bare Soil Surfaces	279
Accuracy of topographic maps derived from ERS-1 interferometric radar	278
Remote sensing of water vapor in the near IR from EOS/MODIS	272
Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification	270
Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery	268
Aquarius: An Instrument to Monitor Sea Surface Salinity From Space	268
Retrieving Liquid Wat0er Path and Precipitable Water Vapor From the Atmospheric Radiation Measurement (ARM) Microwave Radiometers	267
MODIS leaf area index products: from validation to algorithm improvement	265
Hyperspectral Image Denoising Employing a Spatial–Spectral Deep Residual Convolutional Neural Network	263
Evaluation of the consistency of long-term NDVI time series derived from AVHRR,SPOT-vegetation, SeaWiFS, MODIS, and Landsat ETM+ sensors	261
Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery	259
Segmentation and Reconstruction of Polyhedral Building Roofs From Aerial Lidar Point Clouds	258
A simple parameterization of the L-band microwave emission from rough agricultural soils	253
Estimation of forest leaf area index using vegetation indices derived from hyperion hyperspectral data	252
Algorithm for NO/sub 2/ vertical column retrieval from the ozone monitoring instrument	250
Long-Time-Series Global Land Surface Satellite Leaf Area Index Product Derived From MODIS and AVHRR Surface Reflectance	247
Super-resolution target identification from remotely sensed images using a Hopfield neural network	247
Edge-Enhanced GAN for Remote Sensing Image Superresolution	237
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 Footprints	236
Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images	236
Three-Dimensional SAR Focusing From Multipass Signals Using Compressive Sampling	235
Dense Attention Pyramid Networks for Multi-Scale Ship Detection in SAR Images	230
Spatially complete global spectral surface albedos: value-added datasets derived from Terra MODIS land products	228
Speckle removal from SAR images in the undecimated wavelet domain	225
A method to derive smoke emission rates from MODIS fire radiative energy measurements	222
Deep-Learning Schemes for Full-Wave Nonlinear Inverse Scattering Problems	221
Capsule Networks for Hyperspectral Image Classification	221
Semi-empirical model of the ensemble-averaged differential Mueller matrix for microwave backscattering from bare soil surfaces	219
Image reconstruction and enhanced resolution imaging from irregular samples	213
A semiempirical model for interpreting microwave emission from semiarid land surfaces as seen from space	210
Remote Estimation of Crop Chlorophyll Content Using Spectral Indices Derived From Hyperspectral Data	209
Early validation analyses of atmospheric profiles from EOS MLS on the aura Satellite	207
Electromagnetic wave scattering from some vegetation samples	206

CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery	204
Electromagnetic Backscattering from a Layer of Vegetation: A Discrete Approach	197
Multilevel Image Segmentation Based on Fractional-Order Darwinian Particle Swarm Optimization	194
An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery	194
Determination of oceanic total precipitable water from the SSM/I	192
Automatic Construction of Building Footprints From Airborne LIDAR Data	191
Toward Global Soil Moisture Monitoring With Sentinel-1: Harnessing Assets and Overcoming Obstacles	187
Seismic Signal Denoising and Decomposition Using Deep Neural Networks	185
Estimation of Forest Structure, Ground, and Canopy Layer Characteristics From Multibaseline Polarimetric Interferometric SAR Data	184
A canonical problem in electromagnetic backscattering from buildings	182
Polarimetric Analysis of Backscatter From the Deepwater Horizon Oil Spill Using L-Band Synthetic Aperture Radar	181
Snow-Cover Parameters Retrieved from Nimbus-7 Scanning Multichannel Microwave Radiometer (SMMR) Data	181
Total ozone from the ozone monitoring instrument (OMI) using the DOAS technique	180
Numerical simulations of scattering from time-varying, randomly rough surfaces	177
Use of Salient Features for the Design of a Multistage Framework to Extract Roads From High-Resolution Multispectral Satellite Images	171
Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images	170
NOAA operational hydrological products derived from the advanced microwave sounding unit	169
Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification	169
Cloud Removal From Multitemporal Satellite Images Using Information Cloning	169
On the Use of Doppler Shift for Sea Surface Wind Retrieval From SAR	169
Parameterization of surface polarized reflectance derived from POLDER spaceborne measurements	168
The near-surface current velocity determined from image sequences of the sea surface	167
Learning Aerial Image Segmentation From Online Maps	166
Classifying Multilevel Imagery From SAR and Optical Sensors by Decision Fusion	166
Learning Compact and Discriminative Stacked Autoencoder for Hyperspectral Image Classification	164
Fitting a Two-Component Scattering Model to Polarimetric SAR Data From Forests	163
CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences	161
Regional aerosol retrieval results from MISR	161
Aerosol retrieval over land from AVHRR data-application for atmospheric correction	159
Unsupervised Spatial–Spectral Feature Learning by 3D Convolutional Autoencoder for Hyperspectral Classification	159
Sea ice surface temperature product from MODIS	159
A New Vector Waveform Inversion Algorithm for Simultaneous Updating of Conductivity and Permittivity Parameters From Combination Crosshole/Borehole-to-Surface GPR Data	159
Deep Few-Shot Learning for Hyperspectral Image Classification	158
Validation of the MODIS bidirectional reflectance distribution function and albedo retrievals using combined observations from the aqua and terra platforms	158
Synthetic Aperture Radar Imaging from an Inclined Geosynchronous Orbit	154
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification	151
Visual Attention-Driven Hyperspectral Image Classification	151
HSI-DeNet: Hyperspectral Image Restoration via Convolutional Neural Network	149
Model-based despeckling and information extraction from SAR images	148
ART neural networks for remote sensing: vegetation classification from Landsat TM and terrain data	147
Estimation of Forest Fuel Load From Radar Remote Sensing	147
Fast and Robust Matching for Multimodal Remote Sensing Image Registration	147
$\mathcal{R}^2$ -CNN: Fast Tiny Object Detection in Large-Scale Remote Sensing Images	146
Land surface temperature derived from the SSM/I passive microwave brightness temperatures	146
An Integrated Method for Urban Main-Road Centerline Extraction From Optical Remotely Sensed Imagery	146
Retrieval, validation, and application of the 1-km aerosol optical depth from MODIS measurements over Hong Kong	145
A robust threshold retracking algorithm for measuring ice-sheet surface elevation change from satellite radar altimeters	145
Dual-polarization measurements at C-band over the ocean: results from airborne radar observations and comparison with ENVISAT ASAR data	144
Algebraic Synthesis of Forest Scenarios From Multibaseline PolInSAR Data	144
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features	144
Snow Reflectance from LANDSAT-4 Thematic Mapper	144
Automated Detection of Arbitrarily Shaped Buildings in Complex Environments From Monocular VHR Optical Satellite Imagery	143
Ice sheet motion and topography from radar interferometry	141
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing	140
High-Resolution 3-D Flood Information From Radar Imagery for Flood Hazard Management	140
Semiautomated Extraction of Street Light Poles From Mobile LiDAR Point-Clouds	139
Land-surface temperature measurement from space: physical principles and inverse modeling	137
Modeling lidar returns from forest canopies	137
Monitoring of rice crop growth from space using the ERS-1 C-band SAR	136
The Soil Moisture Active Passive Experiments (SMAPEx): Toward Soil Moisture Retrieval From the SMAP Mission	134
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 Site	134
A CNN With Multiscale Convolution and Diversified Metric for Hyperspectral Image Classification	133
Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification	133
Soil moisture estimation from ERS/SAR data: toward an operational methodology	132
A multifrequency algorithm for the retrieval of soil moisture on a large scale using microwave data from SMMR and SSM/I satellites	131
Development of an evapotranspiration index from aqua/MODIS for monitoring surface moisture status	129
Using novel fluorescent polymers as sensory materials for above-ground sensing of chemical signature compounds emanating from buried landmines	129
Inferring snow wetness using C-band data from SIR-C's polarimetric synthetic aperture radar	129
Building Recognition From Multi-Aspect High-Resolution InSAR Data in Urban Areas	129
Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection	127
Noise Removal From Hyperspectral Images by Multidimensional Filtering	127
Direct-Estimation Algorithm for Mapping Daily Land-Surface Broadband Albedo From MODIS Data	127
Quantifying the Uncertainty of Land Surface Temperature Retrievals From SEVIRI/Meteosat	127
Nested Network With Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images	126
A Comparison of Algorithms for Retrieving Soil Moisture from ENVISAT/ASAR Images	126
A Change Detection Algorithm for Retrieving High-Resolution Soil Moisture From SMAP Radar and Radiometer Observations	125
Analysis of leaf area index and fraction of PAR absorbed by vegetation products from the terra MODIS sensor: 2000-2005	125
Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study	125
Use of Neural Networks for Automatic Classification From High-Resolution Images	124
Cloud Detection in Remote Sensing Images Based on Multiscale Features-Convolutional Neural Network	124

Remote Sensing Image Stripe Noise Removal: From Image Decomposition Perspective	123
Bistatic scattering from three-dimensional layered rough surfaces	123
Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning	122
Comparison of Ocean Surface Winds From ENVISAT ASAR, MetOp ASCAT Scatterometer, Buoy Measurements, and NOGAPS Model	122
A General Characterization for Polarimetric Scattering From Vegetation Canopies	122
Comparison of algorithms for retrieval of snow water equivalent from Nimbus-7 SMMR data in Finland	121
Delineation of Urban Footprints From TerraSAR-X Data by Analyzing Speckle Characteristics and Intensity Information	120
Extraction of red edge optical parameters from hyperion data for estimation of forest leaf area index	120
Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification	120
Vehicle Instance Segmentation From Aerial Image and Video Using a Multitask Learning Residual Fully Convolutional Network	119
Global Land Surface Fractional Vegetation Cover Estimation Using General Regression Neural Networks From MODIS Surface Reflectance	118
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles	116
Sea Ice Detection Using U.K. TDS-1 GNSS-R Data	116
Validation of active fire detection from moderate-resolution satellite sensors: the MODIS example in northern eurasia	115
MISR: A multiangle imaging spectroradiometer for geophysical and climatological research from Eos	115
HSI-BERT: Hyperspectral Image Classification Using the Bidirectional Encoder Representation From Transformers	115
A Feature Aggregation Convolutional Neural Network for Remote Sensing Scene Classification	115
Building Height Retrieval From VHR SAR Imagery Based on an Iterative Simulation and Matching Technique	114
A Robust Method to Generate a Consistent Time Series From DMSP/OLS Nighttime Light Data	114
A reappraisal of the validity of the IEM model for backscattering from rough surfaces	114
Analysis of interannual changes in northern vegetation activity observed in AVHRR data from 1981 to 1994	114
Derivation of surface soil moisture from ENVISAT ASAR wide swath and image mode data in agricultural areas	113
Extraction of Spectral Channels From Hyperspectral Images for Classification Purposes	113
The effect of topography on radar scattering from vegetated areas	113
Road Detection and Centerline Extraction Via Deep Recurrent Convolutional Neural Network U-Net	112
Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising	112
Focusing of Airborne Synthetic Aperture Radar Data From Highly Nonlinear Flight Tracks	112
Algorithm for Sea Surface Wind Retrieval From TerraSAR-X and TanDEM-X Data	110
An algorithm using visible and 1.38-μm channels to retrieve cirrus cloud reflectances from aircraft and satellite data	110
Retrieval of biomass in boreal forests from multitemporal ERS-1 and JERS-1 SAR images	109
Time-Series Retrieval of Soil Moisture Using CYGNSS	108
Penetration depths inferred from interferometric volume decorrelation observed over the Greenland Ice Sheet	108
Tests of sequential data assimilation for retrieving profile soil moisture and temperature from observed L-band radiobrightness	107
Rotational Raman lidar to measure the atmospheric temperature from the ground to 30 km	107
LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images	106
Active Transfer Learning Network: A Unified Deep Joint Spectral–Spatial Feature Learning Model for Hyperspectral Image Classification	106
Hyperspectral Image Classification in the Presence of Noisy Labels	106
A Critical Look at Deriving Monthly Aerosol Optical Depth From Satellite Data	105
StfNet: A Two-Stream Convolutional Neural Network for Spatiotemporal Image Fusion	105
Leaf-shape effects in electromagnetic wave scattering from vegetation	104
Emissivity maps to retrieve land-surface temperature from MSG/SEVIRI	104
Multilevel fast-multipole algorithm for scattering from conducting targets above or embedded in a lossy half space	104
Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification	103
Polarization isolation requirements for linear dual-polarization weather Radar in simultaneous transmission mode of operation	103
Along-Track Focusing of Airborne Radar Sounding Data From West Antarctica for Improving Basal Reflection Analysis and Layer Detection	103
Uniqueness of multiangular measurements. I. An indicator of subpixel surface heterogeneity from MISR	103
Retrieval of temperature and moisture profiles from AMSU-A and AMSU-B measurements	103
Ocean Vector Winds Retrieval From C-Band Fully Polarimetric SAR Measurements	103
A neural-network technique for the retrieval of atmospheric temperature and moisture profiles from high spectral resolution sounding data	103
Joint Reconstruction and Anomaly Detection From Compressive Hyperspectral Images Using Mahalanobis Distance-Regularized Tensor RPCA	102
Detection and extraction of buildings from interferometric SAR data	102
uDAS: An Untied Denoising Autoencoder With Sparsity for Spectral Unmixing	102
A Deep Learning Method for Change Detection in Synthetic Aperture Radar Images	102
Using Mimics To Model L-band Multiangle and Multitemporal Backscatter From A Walnut Orchard	102
A Bandelet-Based Inpainting Technique for Clouds Removal From Remotely Sensed Images	101
On the Estimation of Wave Slope-and Height-Varnance Spectra from SAR Imagery	100
Land Surface Albedo Derived on a Daily Basis From Meteosat Second Generation Observations	100
Retrieval of land surface bidirectional reflectance and aerosol opacity from ATSR-2 multiangle imagery	100
A New Method Of Aircraft Motion Error Extraction From Radar Raw Data For Real Time Motion Compensation	99
Multi-GNSS Meteorology: Real-Time Retrieving of Atmospheric Water Vapor From BeiDou, Galileo, GLONASS, and GPS Observations	98
A direct algorithm for estimating land surface broadband albedos from MODIS imagery	98
RoadNet: Learning to Comprehensively Analyze Road Networks in Complex Urban Scenes From High-Resolution Remotely Sensed Images	98
Processing of Bistatic SAR Data From Quasi-Stationary Configurations	97
Rectangular building extraction from stereoscopic airborne Radar images	97
Soil Moisture Estimates From AMSR-E Brightness Temperatures by Using a Dual-Frequency Algorithm	97
Global wind speed retrieval from sar	96
Estimating leaf area index from satellite data	96
Improving Urban Change Detection From Multitemporal SAR Images Using PCA-NLM	96
Spatial information retrieval from remote-sensing images. I. Information theoretical perspective	95
Classification of Hyperspectral Images Based on Multiclass Spatial–Spectral Generative Adversarial Networks	95
The speed and beam of a ship from its wake's SAR images	95
CDnet: CNN-Based Cloud Detection for Remote Sensing Imagery	95
Global Land Surface Emissivity Retrieved From Satellite Ultraspectral IR Measurements	94
The structure of oriented vegetation from polarimetric interferometry	94
Infrared Small Target Detection Based on Facet Kernel and Random Walker	94
Inversion of snow parameters from passive microwave remote sensing measurements by a neural network trained with a multiple scattering model	94
An L-Band Ocean Geophysical Model Function Derived From PALSAR	94
Multi-Scale and Multi-Task Deep Learning Framework for Automatic Road Extraction	93
Toward Automatic Building Footprint Delineation From Aerial Images Using CNN and Regularization	92
Surface ultraviolet irradiance from OMI	92
ASCAT Surface State Flag (SSF): Extracting Information on Surface Freeze/Thaw Conditions From Backscatter Data Using an Empirical Threshold-Analysis Algorithm	92
Unsupervised Change Detection From Multichannel SAR Data by Markovian Data Fusion	92
A Graph-Based Semisupervised Deep Learning Model for PolSAR Image Classification	92
Robust Band-Dependent Spatial-Detail Approaches for Panchromatic Sharpening	92
Thermal Land Surface Emissivity Retrieved From SEVIRI/Meteosat	91
A Deep Scene Representation for Aerial Scene Classification	91
A numerical study of backscattering from time-evolving sea surfaces: comparison of hydrodynamic models	91
SAVERS: A Simulator of GNSS Reflections From Bare and Vegetated Soils	90
An Algorithm for the Detection and Tracking of Tropical Mesoscale Convective Systems Using Infrared Images From Geostationary Satellite	90
Current measurements by SAR along-track interferometry from a Space Shuttle	90
The Parallel SBAS Approach for Sentinel-1 Interferometric Wide Swath Deformation Time-Series Generation: Algorithm Description and Products Quality Assessment	90
Objective Measures of Tropical Cyclone Structure and Intensity Change From Remotely Sensed Infrared Image Data	90
Parameterization of tillage-induced single-scale soil roughness from 4-m profiles	89
Prediction of eucalypt foliage nitrogen content from satellite-derived hyperspectral data	89
Automatic Reconstruction of Building Objects From Multiaspect Meter-Resolution SAR Images	89
Spatial information retrieval from remote-sensing images. II. Gibbs-Markov random fields	89
A method for retrieving high-resolution surface soil moisture from hydros L-band radiometer and Radar observations	89
DRBox-v2: An Improved Detector With Rotatable Boxes for Target Detection in SAR Images	88
Soil moisture retrieval from remotely sensed data: Neural network approach versus Bayesian method	88
Multifrequency and multipolarization radar backscattering from mangrove forests	88
A conceptual model for effective directional emissivity from nonisothermal surfaces	88
Land-surface-type classification using microwave brightness temperatures from the Special Sensor Microwave/Imager	88
Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification	87
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing	87
Deblurring From Highly Incomplete Measurements for Remote Sensing	87
Water quality retrievals from combined landsat TM data and ERS-2 SAR data in the Gulf of Finland	86
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial–Spectral Gradient Network	86
Comparison of stereo-extracted DTM from different high-resolution sensors: SPOT-5, EROS-a, IKONOS-II, and QuickBird	86
MAP-Net: Multiple Attending Path Neural Network for Building Footprint Extraction From Remote Sensed Imagery	86
Optimizing LUT-Based RTM Inversion for Semiautomatic Mapping of Crop Biophysical Parameters from Sentinel-2 and -3 Data: Role of Cost Functions	86
Ice Cloud Properties From Himawari-8/AHI Next-Generation Geostationary Satellite: Capability of the AHI to Monitor the DC Cloud Generation Process	86
Bayesian estimation of precipitating cloud parameters from combined measurements of spaceborne microwave radiometer and radar	85
A comparison of cloud droplet radii measured from space	85
An optimization algorithm for separating land surface temperature and emissivity from multispectral thermal infrared imagery	85
Robust Rooftop Extraction From Visible Band Images Using Higher Order CRF	85
First results from the OMI rotational Raman scattering cloud pressure algorithm	85
Multi-Scale Rotation-Invariant Haar-Like Feature Integrated CNN-Based Ship Detection Algorithm of Multiple-Target Environment in SAR Imagery	84
An Assessment of the Repeatability of Automatic Forest Inventory Metrics Derived From UAV-Borne Laser Scanning Data	84
Wind Retrieval From Shipborne Nautical X-Band Radar Data	84
Coupled Dictionary Learning for Change Detection From Multisource Data	84
Nonoverflow Representation of Electromagnetic Field From Dipole Source in Cylindrical Media With Uniaxial Anisotropy	84
Effect of Texture on Microwave Emission from Soils	84
Automatic Weakly Supervised Object Detection From High Spatial Resolution Remote Sensing Images via Dynamic Curriculum Learning	84
Temperature and Emissivity Retrievals From Hyperspectral Thermal Infrared Data Using Linear Spectral Emissivity Constraint	84
Ocean surface wind fields estimated from satellite active and passive microwave instruments	84
On current limits of soil moisture retrieval from ERS-SAR data	83
The generation of SAR layover and shadow maps from digital elevation models	83
Self-Paced Joint Sparse Representation for the Classification of Hyperspectral Images	83
A method for the surface reflectance retrieval from PROBA/CHRIS data over land: application to ESA SPARC campaigns	83
Hydra: An Ensemble of Convolutional Neural Networks for Geospatial Land Classification	83
Aerosol optical depth and land surface reflectance from multiangle AATSR measurements: global validation and intersensor comparisons	83
Snowcover Influence on Backscattering from Terrain	82
Continuous Human Motion Recognition With a Dynamic Range-Doppler Trajectory Method Based on FMCW Radar	82
Improving River Flood Extent Delineation From Synthetic Aperture Radar Using Airborne Laser Altimetry	82
Unsupervised Feature Extraction in Hyperspectral Images Based on Wasserstein Generative Adversarial Network	81
Sea Ice Motion Tracking From Sequential Dual-Polarization RADARSAT-2 Images	81
Development of a technique to assess snow-cover mapping errors from space	81
Height Retrieval of Isolated Buildings From Single High-Resolution SAR Images	81
Detection and Volume Estimation of Large-Scale Landslides Based on Elevation-Change Analysis Using DEMs Extracted From High-Resolution Satellite Stereo Imagery	80
FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network	80
Noise Removal From Hyperspectral Image With Joint Spectral–Spatial Distributed Sparse Representation	80
An Investigation of Using the Spectral Characteristics From Ground Penetrating Radar for Landmine/Clutter Discrimination	80
Using a priori information to improve soil moisture retrieval from ENVISAT ASAR AP data in semiarid regions	79
Hyperspectral Anomaly Detection via Background and Potential Anomaly Dictionaries Construction	79
Road Extraction From Satellite Images Using Particle Filtering and Extended Kalman Filtering	79

A Novel Two-Step Registration Method for Remote Sensing Images Based on Deep and Local Features	79
Object Classification and Recognition From Mobile Laser Scanning Point Clouds in a Road Environment	78
Retrieval of sea water optically active parameters from hyperspectral data by means of generalized radial basis function neural networks	78
Development of a neural network based algorithm for rainfall estimation from radar observations	78
Improved Hourly Estimates of Aerosol Optical Thickness Using Spatiotemporal Variability Derived From Himawari-8 Geostationary Satellite	78
The mean echo and echo cross product from a beamforming interferometric altimeter and their application to elevation measurement	78
Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection	78
Temperature and emissivity retrieval from remotely sensed images using the "Grey body emissivity" method	78
Pan-Sharpening Using an Efficient Bidirectional Pyramid Network	77
Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image Classification	77
Results from the Push Broom Microwave Radiometer flights over the Konza Prairie in 1985	77
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 Mexico	77
Machine Detection of Martian Impact Craters From Digital Topography Data	77
A Hurricane Wind Speed Retrieval Model for C-Band RADARSAT-2 Cross-Polarization ScanSAR Images	76
Entropy-Balanced Bitmap Tree for Shape-Based Object Retrieval From Large-Scale Satellite Imagery Databases	76
Quality Assessment of Surface Current Fields From TerraSAR-X and TanDEM-X Along-Track Interferometry and Doppler Centroid Analysis	76
Estimation of the ratio of sensor degradation between NOAA AVHRR channels 1 and 2 from monthly NDVI composites	76
Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection	76
A "Reef-Up" approach to classifying coral habitats from IKONOS imagery	76
Remote Sensing Image Scene Classification Using Rearranged Local Features	75
A comparison between soil roughness statistics used in surface scattering models derived from mechanical and laser profilers	75
A Study of the Microwave Brightness Temperature of Snow from the Point of View of Strong Fluctuation Theory	75
Determination of Rain Rate from a Spaceborne Radar Using Measurements of Total Attenuation	75
Data Fusion Technique Using Wavelet Transform and Taguchi Methods for Automatic Landslide Detection From Airborne Laser Scanning Data and QuickBird Satellite Imagery	75
Extracting Micro-Doppler Radar Signatures From Rotating Targets Using Fourier–Bessel Transform and Time–Frequency Analysis	75
Understanding c-band radar backscatter from wheat canopy using a multiple-scattering coherent model	75
A procedure for the detection and removal of cloud shadow from AVHRR data over land	75
From Previous C-Band to New X-Band SAR Systems: Assessment of the DInSAR Mapping Improvement for Deformation Time-Series Retrieval in Urban Areas	75
Formulation of forward-backward method using novel spectral acceleration for the modeling of scattering from impedance rough surfaces	75
Filtering Soil Surface and Antenna Effects From GPR Data to Enhance Landmine Detection	75
Learning Deep Ship Detector in SAR Images From Scratch	75
Retrieval of Significant Wave Height and Mean Sea Surface Level Using the GNSS-R Interference Pattern Technique: Results From a Three-Month Field Campaign	74
Inference of ice cloud properties from high spectral resolution infrared observations	74
Forest Data Collection Using Terrestrial Image-Based Point Clouds From a Handheld Camera Compared to Terrestrial and Personal Laser Scanning	74
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks	74
A Method Based on Temporal Component Decomposition for Estimating 1-km All-Weather Land Surface Temperature by Merging Satellite Thermal Infrared and Passive Microwave Observations	73
Sun and view angle corrections on reflectances derived from NOAA/AVHRR data	73
Detection of Snowmelt Using Spaceborne Microwave Radiometer Data in Eurasia From 1979 to 2007	73
Numerical simulation of scattering from three-dimensional randomly rough surfaces	73
Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection	73
Mapping of Different Sea Ice Regimes Using Images From Sentinel-1 and ALOS Synthetic Aperture Radar	73
1D-VAR Retrieval of Temperature and Humidity Profiles From a Ground-Based Microwave Radiometer	72
DeepDetect: A Cascaded Region-Based Densely Connected Network for Seismic Event Detection	72
A maximum-likelihood estimator to simultaneously unwrap, geocode, and fuse SAR interferograms from different viewing geometries into one digital elevation model	72
Estimating Summertime Precipitation from Himawari-8 and Global Forecast System Based on Machine Learning	72
From W-Net to CDGAN: Bitemporal Change Detection via Deep Learning Techniques	72
Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution	72
The effect of the ionosphere on remote sensing of sea surface salinity from space: absorption and emission at L band	72
Remote bathymetry of the littoral zone from AVIRIS, LASH, and QuickBird imagery	71
Computing Coastal Ocean Surface Currents From Infrared and Ocean Color Satellite Imagery	71
Radar Imaging From Geosynchronous Orbit: Temporal Decorrelation Aspects	71
GPR Response From Buried Pipes: Measurement on Field Site and Tomographic Reconstructions	70
Soil Moisture Retrievals From the WindSat Spaceborne Polarimetric Microwave Radiometer	70
MIRAS Calibration and Performance: Results From the SMOS In-Orbit Commissioning Phase	70
Delay-Doppler analysis of bistatically reflected signals from the ocean surface: theory and application	70
Retrieval of semitransparent ice cloud optical thickness from atmospheric infrared sounder (AIRS) measurements	70
Polarimetric radar backscattering from reciprocal random targets	70
Scheme of Parameter Estimation for Generalized Gamma Distribution and Its Application to Ship Detection in SAR Images	70
Coupled Sparse Denoising and Unmixing With Low-Rank Constraint for Hyperspectral Image	69
Automatic Detection and Reconstruction of Building Radar Footprints From Single VHR SAR Images	69
Road Centerline Extraction in Complex Urban Scenes From LiDAR Data Based on Multiple Features	69
Variability and Climatology of PWV From Global 13-Year GPS Observations	69
Extraction and Three-Dimensional Reconstruction of Isolated Buildings in Urban Scenes From High-Resolution Optical and SAR Spaceborne Images	69
Robust multiple estimator systems for the analysis of biophysical parameters from remotely sensed data	69
Extraction of Structural and Dynamic Properties of Forests From Polarimetric-Interferometric SAR Data Affected by Temporal Decorrelation	68
The emissivity of foam-covered water surface at L-band: theoretical modeling and experimental results from the FROG 2003 field experiment	68
Extracting Phenological Signals From Multiyear AVHRR NDVI Time Series: Framework for Applying High-Order Annual Splines With Roughness Damping	68
Sig-NMS-Based Faster R-CNN Combining Transfer Learning for Small Target Detection in VHR Optical Remote Sensing Imagery	68
Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning	68
Microphysical retrievals over stratiform rain using measurements from an airborne dual-wavelength radar-radiometer	68
A Web-Based Tool for Calculating Spectral Band Difference Adjustment Factors Derived From SCIAMACHY Hyperspectral Data	68
Generation and Quality Assessment of Stereo-Extracted DSM From GeoEye-1 and WorldView-2 Imagery	67
Microwave scattering from mixed-species forests, Queensland, Australia	67
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 surface	67
Retrieval of Inherent Optical Properties for Turbid Inland Waters From Remote-Sensing Reflectance	67
Retrieval of Sea Surface Range Velocities From Envisat ASAR Doppler Centroid Measurements	67
Facet-Based Investigation on EM Scattering From Electrically Large Sea Surface With Two-Scale Profiles: Theoretical Model	67
Gauge-Adjusted Global Satellite Mapping of Precipitation	66
Electromagnetic Wave Scattering From Layered Structures With an Arbitrary Number of Rough Interfaces	66
Existential uncertainty of spatial objects segmented from satellite sensor imagery	66
Estimation of Soil Moisture and Faraday Rotation From Bare Surfaces Using Compact Polarimetry	66
Accuracy of bathymetry and current retrievals from airborne optical time-series imaging of shoaling waves	66
Cloud Properties Derived From GOME/ERS-2 Backscatter Data for Trace Gas Retrieval	66
Elevation change of the Antarctic ice sheet, 1995-2000, from ERS-2 satellite radar altimetry	66
Polarimetric Convolutional Network for PolSAR Image Classification	65
Cloud-drift and water vapor winds in the polar regions from MODIS	65
Stem–Leaf Segmentation and Phenotypic Trait Extraction of Individual Maize Using Terrestrial LiDAR Data	65
Simultaneous and Integrated Strain Tensor Estimation From Geodetic and Satellite Deformation Measurements to Obtain Three-Dimensional Displacement Maps	65
Hyperspectral Image Classification With Squeeze Multibias Network	65
Leaf Orientation Retrieval From Terrestrial Laser Scanning (TLS) Data	65
Radio Echo Sounding of Pine Island Glacier, West Antarctica: Aperture Synthesis Processing and Analysis of Feasibility From Space	64
Evaluation of national and global LAI products derived from optical remote sensing instruments over Canada	64
Double-Bounce Component in Cross-Polarimetric SAR From a New Scattering Target Decomposition	64
Millimeter-wave bistatic scattering from ground and vegetation targets	64
Sharpening Thermal Imageries: A Generalized Theoretical Framework From an Assimilation Perspective	64
A Hybrid Analytic-Numerical Algorithm of Scattering From an Object Above a Rough Surface	64
A Data-Driven Approach for Accurate Rainfall Prediction	63
New Observations From the SWIM Radar On-Board CFOSAT: Instrument Validation and Ocean Wave Measurement Assessment	63
An Active Contour Model Based on Texture Distribution for Extracting Inhomogeneous Insulators From Aerial Images	63
A comprehensive, automated approach to determining sea ice thickness from SAR data	63
Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks	63
Achieving Super-Resolution Remote Sensing Images via the Wavelet Transform Combined With the Recursive Res-Net	63
Developing Daily Cloud-Free Snow Composite Products From MODIS Terra–Aqua and IMS for the Tibetan Plateau	63
A Color Ratio Method for Simultaneous Retrieval of Aerosol and Cloud Optical Thickness of Above-Cloud Absorbing Aerosols From Passive Sensors: Application to MODIS Measurements	63
From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification	62
Forest canopy closure from classification and spectral unmixing of scene components-multisensor evaluation of an open canopy	62
Three-Dimensional Polygonal Building Model Estimation From Single Satellite Images	62
The polarization-dependent relation between radar backscatter from the ocean surface and surface wind vector at frequencies between 1 and 18 GHz	62
Detecting solar-induced chlorophyll fluorescence from field radiance spectra based on the Fraunhofer line principle	62
Wavelet Reconstruction of Geologic Facies From Nonlinear Dynamic Flow Measurements	62
Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification	62
A technique for enhancing and matching the resolution of microwave measurements from the SSM/I instrument	62
Fast iterative approach to difference scattering from the target above a rough surface	62
CFAR Ship Detection in Nonhomogeneous Sea Clutter Using Polarimetric SAR Data Based on the Notch Filter	62
An Improved Quantum-Behaved Particle Swarm Optimization for Endmember Extraction	61
Fast inhomogeneous plane wave algorithm for scattering from objects above the multilayered medium	61
Transferred Deep Learning-Based Change Detection in Remote Sensing Images	61
Modeling multi-frequency Diurnal backscatter from a walnut orchard	61
Enhanced algorithm performance for land cover classification from remotely sensed data using bagging and boosting	61
Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing	60
An algorithm for estimating field-aligned currents from single spacecraft magnetic field measurements: a diagnostic tool applied to Freja satellite data	60
Estimates of surface roughness derived from synthetic aperture radar (SAR) data	60
Flood Mapping Based on Synthetic Aperture Radar: An Assessment of Established Approaches	60
On the Reconstruction of Quad-Pol SAR Data From Compact Polarimetry Data For Ocean Target Detection	60
The line segment match method for extracting road network from high-resolution satellite images	60
Object-Oriented Shadow Detection and Removal From Urban High-Resolution Remote Sensing Images	60
The Detection of Buried Pipes From Time-of-Flight Radar Data	60
Radiative transfer model for microwave bistatic scattering from forest canopies	60
Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing	59
Satellite Microwave Remote Sensing of Boreal and Arctic Soil Temperatures From AMSR-E	59
Ocean current estimated from X-band radar sea surface, images	59
Finite-difference time-domain simulation of scattering from objects in continuous random media	59
Electromagnetic scattering from short branching vegetation	59
A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion	59
Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation	58
Snow water equivalent retrieval in a Canadian boreal environment from microwave measurements using the HUT snow emission model	58
Ratio-Based Multitemporal SAR Images Denoising: RABASAR	58
Assessment of Atmospheric Limitations on the Determination of the Solar Spectral Constant from Ground-Based Spectroradiometer Measurements	58
Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks	58
Super-Resolution of Single Remote Sensing Image Based on Residual Dense Backprojection Networks	57
Precise Subpixel Disparity Measurement From Very Narrow Baseline Stereo	57
Deriving High-Resolution Reservoir Bathymetry From ICESat-2 Prototype Photon-Counting Lidar and Landsat Imagery	57
Saliency-Guided Deep Neural Networks for SAR Image Change Detection	57
A Temporally Integrated Inversion Method for Estimating Leaf Area Index From MODIS Data	57
An improved geometrical optics model for bistatic GPS scattering from the ocean surface	57
Regional Objective Analysis for Merging High-Resolution MERIS, MODIS/Aqua, and SeaWiFS Chlorophyll- a Data From 1998 to 2008 on the European Atlantic Shelf	57
Efficient Simulation of hybrid stripmap/spotlight SAR raw signals from extended scenes	57
Forest variable estimation from fusion of SAR and multispectral optical data	57
A New Semiautomated Detection Mapping of Flood Extent From TerraSAR-X Satellite Image Using Rule-Based Classification and Taguchi Optimization Techniques	57
Red-Edge Band Vegetation Indices for Leaf Area Index Estimation From Sentinel-2/MSI Imagery	57
A Constrained Sparse Representation Model for Hyperspectral Anomaly Detection	56
Seven-Component Scattering Power Decomposition of POLSAR Coherency Matrix	56
Application of Strong Fluctuation Random Medium Theory to Scattering from Vegetation-Like Half Space	56
Microwave Emission from Smooth Bare Fields and Soil Moisture Sampling Depth	56
An Active Deep Learning Approach for Minimally Supervised PolSAR Image Classification	56
Uniqueness of multiangular measurements. II. Joint retrieval of vegetation structure and photosynthetic activity from MISR	56
Road Curb Extraction From Mobile LiDAR Point Clouds	56
Seamless Fusion of LiDAR and Aerial Imagery for Building Extraction	56
Spatial Density Peak Clustering for Hyperspectral Image Classification With Noisy Labels	56
A Physics-Based Algorithm for the Simultaneous Retrieval of Land Surface Temperature and Emissivity From VIIRS Thermal Infrared Data	56
An efficient two-scale model for the computation of thermal emission and atmospheric reflection from the sea surface	56
Retrieval of aerosol optical properties from multi-angle satellite imagery	56
A Time-Series Approach to Estimating Soil Moisture From Vegetated Surfaces Using L-Band Radar Backscatter	55
σ<sup>°</sup> Signature of the Amazon Rain Forest Obtained from the Seasat Scatterometer	55
An Algorithm for Estimation of Wave Height From Shadowing in X-Band Radar Sea Surface Images	55
Ocean Wavenumber Estimation From Wave-Resolving Time Series Imagery	55
Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization	55
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 scatterers	55
Semantics-enabled framework for knowledge discovery from Earth observation data archives	55
Three-dimensional subsurface analysis of electromagnetic scattering from penetrable/PEC objects buried under rough surfaces: use of the steepest descent fast multipole method	55
A Study of an AIEM Model for Bistatic Scattering From Randomly Rough Surfaces	55
Galactic noise and passive microwave remote sensing from space at L-band	55
A Fusion Scheme for Joint Retrieval of Urban Height Map and Classification From High-Resolution Interferometric SAR Images	54
Electromagnetic scattering from grassland. I. A fully phase-coherent scattering model	54
Hyperspectral Classification With Noisy Label Detection via Superpixel-to-Pixel Weighting Distance	54
Rain Detection From X-Band Marine Radar Images: A Support Vector Machine-Based Approach	54
Estimating High Spatial Resolution Clear-Sky Land Surface Upwelling Longwave Radiation From MODIS Data	54
Optimal Doppler Centroid Estimation for SAR Data from a Quasi-Homogeneous Source	54
Remote Sensing Image Superresolution Using Deep Residual Channel Attention	54
Simulation of L-Band Bistatic Returns From the Ocean Surface: A Facet Approach With Application to Ocean GNSS Reflectometry	54
A New Methodology for Detecting Ice Sheet Surface Elevation Changes From Laser Altimetry Data	54
Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification	54
The Value of SMAP for Long-Term Soil Moisture Estimation With the Help of Deep Learning	54
Novel Adaptive Histogram Trend Similarity Approach for Land Cover Change Detection by Using Bitemporal Very-High-Resolution Remote Sensing Images	53
A Numerical Study of the Retrieval of Sea Surface Height Profiles From Low Grazing Angle Radar Data	53
Self-Adaptive Generalized S-Transform and Its Application in Seismic Time–Frequency Analysis	53
Impact of Diurnal Variation in Vegetation Water Content on Radar Backscatter From Maize During Water Stress	53
Identification of buried unexploded ordnance from broadband electromagnetic induction data	53
Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification	53
Snow Depth and Ice Thickness Measurements From the Beaufort and Chukchi Seas Collected During the AMSR-Ice03 Campaign	53
Determining land-surface parameters from the ERS wind scatterometer	53
An Efficient and Scalable Framework for Processing Remotely Sensed Big Data in Cloud Computing Environments	52
Hybrid-Sparsity Constrained Dictionary Learning for Iterative Deblending of Extremely Noisy Simultaneous-Source Data	52
Efficient Automated Glacier Surface Velocity Measurement From Repeat Images Using Multi-Image/Multichip and Null Exclusion Feature Tracking	52
Using DDM Asymmetry Metrics for Wind Direction Retrieval From GPS Ocean-Scattered Signals in Airborne Experiments	52
Improved Supervised Learning-Based Approach for Leaf and Wood Classification From LiDAR Point Clouds of Forests	52
Unsupervised Clustering and Active Learning of Hyperspectral Images With Nonlinear Diffusion	52
Semiautomatic Object-Oriented Landslide Recognition Scheme From Multisensor Optical Imagery and DEM	52
R³-Net: A Deep Network for Multioriented Vehicle Detection in Aerial Images and Videos	52

Hankel Low-Rank Approximation for Seismic Noise Attenuation	52
Updating land-cover maps by using texture information from very high-resolution space-borne imagery	52
Polarimetric scatterometry: a promising technique for improving ocean surface wind measurements from space	51
Supervised Classification and Estimation of Hydrometeors From C-Band Dual-Polarized Radars: A Bayesian Approach	51
Corrections to the Calibration of MODIS Aqua Ocean Color Bands Derived From SeaWiFS Data	51
Fluctuation statistics of millimeter-wave scattering from distributed targets	51
Generating Global Products of LAI and FPAR From SNPP-VIIRS Data: Theoretical Background and Implementation	51
Scene Classification Using Hierarchical Wasserstein CNN	51
Error tracking of radargrammetric DEM from RADARSAT images	51
Layered Estimation of Atmospheric Mesoscale Dynamics From Satellite Imagery	50
Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization	50
Density Peak-Based Noisy Label Detection for Hyperspectral Image Classification	50
Geographically Adaptive Inversion Model for Improving Bathymetric Retrieval From Satellite Multispectral Imagery	50
The use of fractals for modeling EM waves scattering from rough sea surface	50
Electromagnetic scattering from grassland. II. Measurement and modeling results	50
Cosegmentation for Object-Based Building Change Detection From High-Resolution Remotely Sensed Images	50
An End-Member-Based Two-Source Approach for Estimating Land Surface Evapotranspiration From Remote Sensing Data	50
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 '93	50
Joint Detection and Localization of Vessels at Sea With a GNSS-Based Multistatic Radar	50
Tracking in Aerial Hyperspectral Videos Using Deep Kernelized Correlation Filters	50
Microwave emission from dry snow: a comparison of experimental and model results	50
Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection	49
Detection and Classification of Continuous Volcano-Seismic Signals With Recurrent Neural Networks	49
Spectral–Spatial Feature Extraction for Hyperspectral Anomaly Detection	49
Satellite Microwave Retrieval of Total Precipitable Water Vapor and Surface Air Temperature Over Land From AMSR2	49
Directional Effects on Land Surface Temperature Estimation From Meteosat Second Generation for Savanna Landscapes	49
Centroid and Covariance Alignment-Based Domain Adaptation for Unsupervised Classification of Remote Sensing Images	49
Simultaneous Road Surface and Centerline Extraction From Large-Scale Remote Sensing Images Using CNN-Based Segmentation and Tracing	49
A model-based approach to the automatic extraction of linear features from airborne images	49
Polarimetric Scattering From Two-Layered Two-Dimensional Random Rough Surfaces With and Without Buried Objects	48
Selection of Optimal Building Facade Texture Images From UAV-Based Multiple Oblique Image Flows	48
Effect of dielectric properties of moist salinized soils on backscattering coefficients extracted from RADARSAT image	48
Comparing Operational MSG/SEVIRI Land Surface Albedo Products From Land SAF With Ground Measurements and MODIS	48
Detection Thresholds of Falling Snow From Satellite-Borne Active and Passive Sensors	48
A Three-Dimensional Adaptive Integral Method for Scattering From Structures Embedded in Layered Media	48
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 Mineralogy	48
Developing a Flood Monitoring System From Remotely Sensed Data for the Limpopo Basin	48
Plant water content and temperature of the Amazon forest from satellite microwave radiometry	48
Global Ocean Altimetry With GNSS Reflections From TechDemoSat-1	48
Detection of small objects from high-resolution panchromatic satellite imagery based on supervised image segmentation	48
Estimation of Forest Biomass From Two-Level Model Inversion of Single-Pass InSAR Data	48
Bathymetry Retrieval From Hyperspectral Remote Sensing Data in Optical-Shallow Water	48
A Novel Change Detection Method for Multitemporal Hyperspectral Images Based on Binary Hyperspectral Change Vectors	48
Coupled canonical grid/discrete dipole approach for computing scattering from objects above or below a rough interface	48
Intercomparisons of Cloud Mask Products Among Fengyun-4A, Himawari-8, and MODIS	47
Adaptive Multiscale Deep Fusion Residual Network for Remote Sensing Image Classification	47
Land Cover and Soil Type Mapping From Spaceborne PolSAR Data at L-Band With Probabilistic Neural Network	47
Bayesian-Deep-Learning Estimation of Earthquake Location From Single-Station Observations	47
A Practical Method for Retrieving Land Surface Temperature From AMSR-E Over the Amazon Forest	47
Scattering from a metallic object embedded near the randomly rough surface of a lossy dielectric	47
An Advanced Nonlinear Frequency Modulation Waveform for Radar Imaging With Low Sidelobe	47
Evolution of electromagnetic signatures of sea ice from initial formation to the establishment of thick first-year ice	47
Generative Adversarial Network-Based Full-Space Domain Adaptation for Land Cover Classification From Multiple-Source Remote Sensing Images	47
A Global Simulation of Microwave Emission: Error Structures Based on Output From ECMWF's Operational Integrated Forecast System	47
Unsupervised Image Regression for Heterogeneous Change Detection	47
A new shape-based method for object localization and characterization from scattered field data	47
Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery	47
Wind Speed Retrieval From VH Dual-Polarization RADARSAT-2 SAR Images	47
Scalable Graph-Based Clustering With Nonnegative Relaxation for Large Hyperspectral Image	47
Seasonal and short-term variability of multifrequency, polarimetric radar backscatter of Alpine terrain from SIR-C/X-SAR and AIRSAR data	47
Determination of the age distribution of sea ice from Lagrangian observations of ice motion	47
Multispectral land sensing: where from, where to?	47
A Novel Hydrocarbon Detection Approach via High-Resolution Frequency-Dependent AVO Inversion Based on Variational Mode Decomposition	46
Nonlinear Statistical Retrieval of Atmospheric Profiles From MetOp-IASI and MTG-IRS Infrared Sounding Data	46
Retrieving ocean surface wind speed from the TRMM Precipitation Radar measurements	46
A 3-D Atrous Convolution Neural Network for Hyperspectral Image Denoising	46
Sparse and Low-Rank Matrix Decomposition for Automatic Target Detection in Hyperspectral Imagery	46
Doppler Spectra From a Two-Dimensional Ocean Surface at L-Band	46
Spatial–Spectral Fusion by Combining Deep Learning and Variational Model	46
Estimation of Net Radiation From the Moderate Resolution Imaging Spectroradiometer Over the Continental United States	46
Validation of Atmospheric Profile Retrievals From the SNPP NOAA-Unique Combined Atmospheric Processing System. Part 1: Temperature and Moisture	45
A Structure-Aware Global Optimization Method for Reconstructing 3-D Tree Models From Terrestrial Laser Scanning Data	45
Deriving Bathymetry From Optical Images With a Localized Neural Network Algorithm	45
Sea-Ice Deformation State From Synthetic Aperture Radar Imagery—Part I: Comparison of C- and L-Band and Different Polarization	45
Inversion of Chromophoric Dissolved Organic Matter From EO-1 Hyperion Imagery for Turbid Estuarine and Coastal Waters	45
On Neural Network Algorithms for Retrieving Forest Biomass From SAR Data	45
Radar-Based Human Gait Recognition Using Dual-Channel Deep Convolutional Neural Network	45
Ship Detection Based on Complex Signal Kurtosis in Single-Channel SAR Imagery	45
Joint statistical properties of rms height and correlation length derived from multisite 1-m roughness measurements	45
Estimating leaf area index from satellite imagery using Bayesian networks	45
Optimization of L-Band Sea Surface Emissivity Models Deduced From SMOS Data	45
Polarization Features in Bistatic Scattering From Rough Surfaces	45
Estimation of Colored Dissolved Organic Matter From Landsat-8 Imagery for Complex Inland Water: Case Study of Lake Huron	45
Ionospheric Correction of InSAR Time Series Analysis of C-band Sentinel-1 TOPS Data	45
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification	45
Reconstruction of Hyperspectral Imagery From Random Projections Using Multihypothesis Prediction	45
A dielectric model of the vegetation effects on the microwave emission from soils	45
Atmospheric water vapor content from spaceborne POLDER measurements	45
Automatic Parameter Optimization for Support Vector Regression for Land and Sea Surface Temperature Estimation From Remote Sensing Data	44
Monitoring tree moisture using an estimation algorithm applied to SAR data from BOREAS	44
Hypergraph <inline-formula> <tex-math notation="LaTeX">$p$ </tex-math> </inline-formula>-Laplacian Regularization for Remotely Sensed Image Recognition	44
Spectral–Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification	44
Optimized Tropical Cyclone Winds From QuikSCAT: A Neural Network Approach	44
Feasibility of Along-Track Displacement Measurement From Sentinel-1 Interferometric Wide-Swath Mode	44
Improved determination of coastal water constituent concentrations from MERIS data	44
Soil Moisture Retrieval From SMAP: A Validation and Error Analysis Study Using Ground-Based Observations Over the Little Washita Watershed	44
MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data	44
Atmospheric water vapor content over land surfaces derived from the AVHRR data: application to the Iberian Peninsula	44
Azimuthal harmonic coefficients of the microwave backscattering from a non-Gaussian ocean surface with the first-order SSA model	44
Tracking Objects From Satellite Videos: A Velocity Feature Based Correlation Filter	44
Class Signature-Constrained Background- Suppressed Approach to Band Selection for Classification of Hyperspectral Images	44
Pansharpening for Cloud-Contaminated Very High-Resolution Remote Sensing Images	44
A Thermal Sampling Depth Correction Method for Land Surface Temperature Estimation From Satellite Passive Microwave Observation Over Barren Land	43
N-parameter retrievals from L-band microwave observations acquired over a variety of crop fields	43
Novel Spectra-Derived Features for Empirical Retrieval of Water Quality Parameters: Demonstrations for OLI, MSI, and OLCI Sensors	43
Application of neural algorithms for a real-time estimation of ozone profiles from GOME measurements	43
LEGION-Based Automatic Road Extraction From Satellite Imagery	43
Validation of Significant Wave Height From Improved Satellite Altimetry in the German Bight	43
Deep Learning-Based Classification and Reconstruction of Residential Scenes From Large-Scale Point Clouds	43
Using a modeling approach to predict soil hydraulic properties from passive microwave measurements	43
Tropical Cyclone Intensity Estimated From Wide-Swath SAR Images	43
Land Surface Temperature Estimate From Chinese Gaofen-5 Satellite Data Using Split-Window Algorithm	43
Capability Assessment of Fully Polarimetric ALOS–PALSAR Data for Discriminating Wet Snow From Other Scattering Types in Mountainous Regions	43
A Genetic Fuzzy-Rule-Based Classifier for Land Cover Classification From Hyperspectral Imagery	43
Light Interception and Leaf Area Estimates from Measurements of Grass Canopy Reflectance	43
Evaluation of radargrammetric DEM from RADARSAT images in high relief areas	43
Electromagnetic Scattering From Objects Above a Rough Surface Using the Method of Moments With Half-Space Green's Function	42
Microwave Backscatter From Arctic Lake Ice and Polarimetric Implications	42
Properties of surface waveguides derived from inversion of fundamental and higher mode dispersive GPR data	42
Microwave Emission and Scattering From Deserts: Theory Compared With Satellite Measurements	42
Speckle Suppression Based on Weighted Nuclear Norm Minimization and Grey Theory	42
Atmospheric Correction Using the Information From the Short Blue Band	42
Method for Crater Detection From Martian Digital Topography Data Using Gradient Value/Orientation, Morphometry, Vote Analysis, Slip Tuning, and Calibration	42
Computing two-dimensional unambiguous horizontal wavenumber spectra from OH airglow images	42
Recognizing Street Lighting Poles From Mobile LiDAR Data	42
Topologically Aware Building Rooftop Reconstruction From Airborne Laser Scanning Point Clouds	42
Estimation of Vegetation Water Content From the Radar Vegetation Index at L-Band	42
Total ozone mapping by integrating databases from remote sensing instruments and empirical models	42
Automatic Feature Extraction and Text Recognition From Scanned Topographic Maps	42
Forest height retrieval from commercial X-band SAR products	42
Tropical Cyclone Winds Retrieved From C-Band Cross-Polarized Synthetic Aperture Radar	41
Attenuating Crosstalk Noise of Simultaneous-Source Least-Squares Reverse Time Migration With GPU-Based Excitation Amplitude Imaging Condition	41
A fractal-based theoretical framework for retrieval of surface parameters from electromagnetic backscattering data	41
Modeling of the Bistatic Electromagnetic Scattering From Sea Surfaces Covered in Oil for Microwave Applications	41
Glacier surface motion computation from digital image sequences	41
A Two-Step Nonlinear Chirp Scaling Method for Multichannel GEO Spaceborne–Airborne Bistatic SAR Spectrum Reconstructing and Focusing	41
Synthetic Signatures of Volcanic Ash Cloud Particles From X-Band Dual-Polarization Radar	41
DNESYS-an expert system for automatic extraction of drainage networks from digital elevation data	41
Digital Terrain Model Retrieval in Tropical Forests Through P-Band SAR Tomography	41
Microwave Emission from Row Crops	41
Robust Space–Frequency Joint Representation for Remote Sensing Image Scene Classification	41
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification	41
Ocean Surface Wind Speed Retrieval From C-Band SAR Images Without Wind Direction Input	41
Electromagnetic Scattering From Multilayer Rough Surfaces With Arbitrary Dielectric Profiles for Remote Sensing of Subsurface Soil Moisture	41
Scattering from dielectric random fractal surfaces via method of moments	41
Pansharpening Based on Deconvolution for Multiband Filter Estimation	41
Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery	40
Assessment of Surface Water Quality by Using Satellite Images Fusion Based on PCA Method in the Lake Gala, Turkey	40
Three-Dimensional Scattering and Inverse Scattering from Objects With Simultaneous Permittivity and Permeability Contrasts	40
Analysis and Synthesis of Raindrop Size Distribution Time Series From Disdrometer Data	40
Laser-Induced Fluorescence (LIF) from Plant Foliage	40
Daily River Discharge Estimates by Merging Satellite Optical Sensors and Radar Altimetry Through Artificial Neural Network	40
A novel acceleration algorithm for the computation of scattering from two-dimensional large-scale perfectly conducting random rough surfaces with the forward-backward method	40
A neural network approach to estimating rainfall from spaceborne microwave data	40
Improved Retrieval of Total Water Vapor Over Polar Regions From AMSU-B Microwave Radiometer Data	40
Facies Identification Based on Multikernel Relevance Vector Machine	40
First Results From the Rotating Fan Beam Scatterometer Onboard CFOSAT	40
Azimuth Signal Multichannel Reconstruction and Channel Configuration Design for Geosynchronous Spaceborne–Airborne Bistatic SAR	40
Statistical Detection Theory Approach to Hyperspectral Image Classification	40
Retrieving soil moisture from simulated brightness temperatures by a neural network	40
Spaceborne lidar calibration from cirrus and molecular backscatter returns	40
Hyperspectral Unmixing With Spectral Variability Using Adaptive Bundles and Double Sparsity	39
Retrieval of crop biomass and soil moisture from measured 1.4 and 10.65 GHz brightness temperatures	39
Foliage Clumping Index Over China's Landmass Retrieved From the MODIS BRDF Parameters Product	39
Detection and removal of cloud contamination from AVHRR images	39
Ship Detection From PolSAR Imagery Using the Complete Polarimetric Covariance Difference Matrix	39
The Dependence of Sea-Surface Microwave Emission on Wind Speed, Frequency, Incidence Angle, and Polarzation over the Frequency Range from 1 to 40 GHz	39
On the Coherency of Ocean and Land Surface Specular Scattering for GNSS-R and Signals of Opportunity Systems	39
A Study of the Fourth-Order Small Perturbation Method for Scattering From Two-Layer Rough Surfaces	39
Phase Quality Optimization in Polarimetric Differential SAR Interferometry	39
Improving Land Surface Temperature and Emissivity Retrieval From the Chinese Gaofen-5 Satellite Using a Hybrid Algorithm	39
Joint Sparsity-Based Imaging and Motion Error Estimation for BFSAR	39
Inversion of a Radiative Transfer Model for Estimating Forest LAI From Multisource and Multiangular Optical Remote Sensing Data	39
A New Algorithm (ECICE) to Estimate Ice Concentration From Remote Sensing Observations: An Application to 85-GHz Passive Microwave Data	39
Validation of sea ice motion from QuikSCAT with those from SSM/I and buoy	39
Generalized Linear Observables for Ocean Wind Retrieval From Calibrated GNSS-R Delay–Doppler Maps	38
Multiple Moving Object Detection From UAV Videos Using Trajectories of Matched Regional Adjacency Graphs	38
Optical thickness of tropical cirrus clouds derived from the MODIS 0.66and 1.375-/spl mu/m channels	38
Decorrelating remote sensing color bands from bathymetry in optically shallow waters	38
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 Meteorologic	38
CNN-Based Polarimetric Decomposition Feature Selection for PolSAR Image Classification	38
Hyperspectral Restoration via $L_0$ Gradient Regularized Low-Rank Tensor Factorization	38
A Hybrid Conditional Random Field for Estimating the Underlying Ground Surface From Airborne LiDAR Data	38
Estimation of Daily Surface Shortwave Net Radiation From the Combined MODIS Data	38
Scattering from ice crystals at 94 and 220 GHz millimeter wave frequencies	38
Estimating Snow Accumulation From InSAR Correlation Observations	38
Ship Detection in High-Resolution SAR Images by Clustering Spatially Enhanced Pixel Descriptor	38
Optimum Estimation of Rain Microphysical Parameters From X-Band Dual-Polarization Radar Observables	38
A Neural Network for Real-Time Retrievals of PWV and LWP From Arctic Millimeter-Wave Ground-Based Observations	38
Wavelet-based feature extraction from oceanographic images	38
Low VHF-band backscatter from coniferous forests on sloping terrain	38
SCoBi-Veg: A Generalized Bistatic Scattering Model of Reflectometry From Vegetation for Signals of Opportunity Applications	37
Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection	37
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 data	37
Application of Neural Network to GNSS-R Wind Speed Retrieval	37
Hyperspectral Band Selection From Statistical Wavelet Models	37
High-Dimensional Pixel Composites From Earth Observation Time Series	37
Coherence estimation from multilook incoherent sar imagery	37
Identifiability in wind estimation from scatterometer measurements	37
A Regionally Robust High-Spatial-Resolution Aerosol Retrieval Algorithm for MODIS Images Over Eastern China	37
Detecting Changes in Fully Polarimetric SAR Imagery With Statistical Information Theory	37
Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model	37
Multispectral Airborne LiDAR Data in the Prediction of Boreal Tree Species Composition	37
Evidence of hot spot directional signature from airborne POLDER measurements	37
The Importance of Accurate Skin Temperature in Assimilating Radiances From Satellite Sounding Instruments	37
A Study of Backscattering and Emission from Closely Packed Inhomogeneous Media	37
Development of a Gray-Level Co-Occurrence Matrix-Based Texture Orientation Estimation Method and Its Application in Sea Surface Wind Direction Retrieval From SAR Imagery	37
Improved MUSIC-Based SMOS RFI Source Detection and Geolocation Algorithm	37
Deep Multigrained Cascade Forest for Hyperspectral Image Classification	37
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 Inference	37
A Neural Network Technique for Separating Land Surface Emissivity and Temperature From ASTER Imagery	37
Realistic FDTD GPR Antenna Models Optimized Using a Novel Linear/Nonlinear Full-Waveform Inversion	37
Radar Scattering from a Diffuse Vegetation Layer over a Smooth Surface	37
Soil Moisture Inferences from Thermal-Infrared Measurements of Vegetation Temperatures	37
Dimensionality Reduction of Hyperspectral Images With Sparse Discriminant Embedding	37
Toward Mitigating Stratified Tropospheric Delays in Multitemporal InSAR: A Quadtree Aided Joint Model	36
Automatic Detection and Reconstruction of 2-D/3-D Building Shapes From Spaceborne TomoSAR Point Clouds	36
Evaluating the L-MEB Model From Long-Term Microwave Measurements Over a Rough Field, SMOSREX 2006	36
On the retrieving of forest stem volume from VHF SAR data: observation and modeling	36
Correlation of hydrodynamic features with LGA radar backscatter from breaking waves	36
Surface temperature and emissivity separability over land surface from combined TIR and SWIR AVHRR data	36
Microwave Inversion of Leaf Area and Inclination Angle Distributions from Backscattered Data	36
First Results of a GNSS-R Experiment From a Stratospheric Balloon Over Boreal Forests	36

Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification	36
Wind speed effect on L-band brightness temperature inferred from EuroSTARRS and WISE 2001 field experiments	36
Toward Fully Automatic Detection of Changes in Suburban Areas From VHR SAR Images by Combining Multiple Neural-Network Models	36
Land cover conversion and degradation analyses through coupled soil~plant biophysical parameters derived from hyperspectral eo-1 hyperion	36
Retrieving TSM Concentration From Multispectral Satellite Data by Multiple Regression and Artificial Neural Networks	36
Further numerical studies of backscattering from time-evolving nonlinear sea surfaces	36
Arctic-wide operational sea ice drift from enhanced-resolution QuikScat/SeaWinds scatterometry and its validation	36
Spectral Super-Resolution for Multispectral Image Based on Spectral Improvement Strategy and Spatial Preservation Strategy	36
On the Estimation of Thickness of Marine Oil Slicks From Sun-Glittered, Near-Infrared MERIS and MODIS Imagery: The Lebanon Oil Spill Case Study	36
Retrieval of Permafrost Active Layer Properties Using Time-Series P-Band Radar Observations	36
Dynamic Approaches for Snow Depth Retrieval From Spaceborne Microwave Brightness Temperature	36
Consequences of surface heterogeneity for parameter retrieval from 1.4-GHz multiangle SMOS observations	36
Incoherent bistatic scattering from the sea surface at L-band	36
Extracting Sea Ice Data from Satellite SAR Imagery	36
Surface soil moisture retrieval from L-band radiometry: a global regression study	35
The effects of topography on mechanisms of radar backscatter from coniferous forest and upland pasture	35
A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing	35
A Dark Target Method for Himawari-8/AHI Aerosol Retrieval: Application and Validation	35
Modulation of Ka-Band Doppler Radar Signals Backscattered From the Sea Surface	35
Multiscale Full-Waveform Dual-Parameter Inversion Based on Total Variation Regularization to On-Ground GPR Data	35
Hyperspectral Image Classification via Compressive Sensing	35
On the Extension of Multidimensional Speckle Noise Model From Single-Look to Multilook SAR Imagery	35
A Wavelet-Based Technique for Sea Wind Extraction from SAR Images	35
A Semiautomated Probabilistic Framework for Tree-Cover Delineation From 1-m NAIP Imagery Using a High-Performance Computing Architecture	35
Robust Pol-ISAR Target Recognition Based on ST-MC-DCNN	35
Destriping Algorithms Based on Statistics and Spatial Filtering for Visible-to-Thermal Infrared Pushbroom Hyperspectral Imagery	35
Snow Depth Estimation Based on Combination of Pseudorange and Carrier Phase of GNSS Dual-Frequency Signals	35
Unsupervised segmentation of low clouds from infrared METEOSAT images based on a contextual spatio-temporal labeling approach	35
NOAA-AVHRR Orbital Drift Correction From Solar Zenithal Angle Data	35
Seismic Noise Attenuation Using Unsupervised Sparse Feature Learning	35
DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery	35
Fast Narrowband RFI Suppression Algorithms for SAR Systems via Matrix-Factorization Techniques	35
Bistatic Coherent Scattering From Rough Soils With Application to GNSS Reflectometry	35
Three-Dimensional Reconstruction From a Multiview Sequence of Sparse ISAR Imaging of a Space Target	35