International Journal of Remote Sensing

Article	Citations
Investigation of the sensitivity response of Touzi target scattering decomposition to modeled early ice growth	94
Random forest method for analysis of remote sensing inversion of aboveground biomass and grazing intensity of grasslands in Inner Mongolia, China	91
Multi-radar data fusion for maritime moving target detection based on three-dimensional sliding window	76
Super-resolution of remotely sensed data using channel attention based deep learning approach	58
Vertex extraction-guided local back-projection algorithm for velocity estimation using ground penetrating radar data	58
Crop-specific hyperspectral band selection method using limited ground-truth data	56
MS3A-Net: multi-scale and spectral-spatial attention network for hyperspectral image classification	56
Multi-objective multi-verse optimizer based unsupervised band selection for hyperspectral image classification	55
Laboratory shortwave infrared reflectance spectroscopy for estimating grain protein content in rice and wheat	54
HMLNet: a hierarchical metric learning network with dual attention for change detection in high-resolution remote sensing images	53
A phenological object-based approach for rice crop classification using time-series Sentinel-1 Synthetic Aperture Radar (SAR) data in Taiwan	51
Convolution neural network with edge structure loss for spatiotemporal remote sensing image fusion	45
Fusing Landsat-7, Landsat-8 and Sentinel-2 surface reflectance to generate dense time series images with 10m spatial resolution	43
Retrieval of olive tree biophysical properties from Sentinel-2 time series based on physical modelling and machine learning technique	36
New SAR target recognition based on YOLO and very deep multi-canonical correlation analysis	36
Almond cultivar identification using machine learning classifiers applied to UAV-based multispectral data	36
Nonnegative matrix factorization with entropy regularization for hyperspectral unmixing	33
Joint-task learning to improve perceptually-aware super-resolution of aerial images	32
Evaluating the NASA MERRA-2 climate reanalysis and ESA CCI satellite remote sensing soil moisture over the contiguous United States	32
STFRDN: a residual dense network for remote sensing image spatiotemporal fusion	31
Rejection methods for vegetation mapping using hyperspectral airborne data	31
Semantic segmentation for multisource remote sensing images incorporating feature slice reconstruction and attention upsampling	31
Multi-Scale translation method from SAR to optical remote sensing images based on conditional generative adversarial network	30
Research on smoke relative concentration identification method based on Landsat8-OLI multispectral data and multivariate analysis	27
A new method for retrieving urban heat island intensity using GNSS-derived ZTD and atmospheric empirical model	27

Optimal superpixel selection for hyperspectral image classification of limited training samples	27
Long-term continuous monitoring of the diffuse attenuation coefficient at 490 nm from global oceans using combined SeaWiFS and MODISA data	27
Tracking Acid Generating Minerals and Trace Metal Spread from Mines using Hyperspectral Data: Case Studies from Northwest India	27
A large-scale disturbance mapping ensemble through data-driven regionalization	27
Reflections on the scientific life and legacy of Professor Ted Milton (10 April 1954 – 8 June 2021)	25
Deep learning-based point cloud registration: a comprehensive investigation	24
Semantic land cover change detection using harDNet and dual path coronet	24
Monitoring of large and inconsistent deformation in coal mining area using point-like target offset tracking	23
FIAD net: a Fast SAR ship detection network based on feature integration attention and self-supervised learning	23
Characterizing post-fire northern boreal forest height dynamics	22
Aerosol physico–optical–radiative characterization and classification during summer over Ny-Ålesund, Arctic	22
Hyperspectral unmixing using weighted sparse regression with total variation regularization	22
ANN estimation model for photogrammetry-based UAV flight planning optimisation	22
Analysis and compensation of stop-and-go approximation in high-resolution spaceborne synthetic aperture radar	21
Identification of forest fire points under clear sky conditions with Himawari-8 satellite data	21
Spectral-spatial hyperspectral image classification based on capsule network with limited training samples	21
Efficient line-by-line technique for calculating accurate and compact spectral lookup tables for satellite remote sensing	21
Suspended particulate matter and secchi disk depth in the Chilika Lagoon from in situ and remote sensing data: a modified semi-analytical approach	21
Investigations on extraction of buildings from RS imagery using deep learning models	21
Secchi Depth estimation for optically-complex waters based on spectral angle mapping - derived water classification using Sentinel-2 data	20
A Local Similarity Driven Model for Blind Hyperspectral Unmixing with Spectral Variability	20
Visual attention-driven framework to incorporate spatial-spectral features for hyperspectral anomaly detection	20
A new algorithm for mapping large inland water bodies using CYGNSS	20
A strategy for evaluating micro-doppler signature and motion parameter of ship over time-varying sea surface	20
Lightweight detection network for arbitrary-oriented vehicles in UAV imagery via precise positional information encoding and bidirectional feature fusion	19
Study on the LAI and FPAR inversion of maize from airborne LiDAR and hyperspectral data	19
Semantic edge-guided object segmentation from high-resolution remotely sensed imagery	19
JSH-Net: joint semantic segmentation and height estimation using deep convolutional networks from single high-resolution remote sensing imagery	19
A monthly night-time light composite dataset of NOAA-20 in China: a multi-scale comparison with S-NPP	19
A novel bivariate distribution and its divergence-based hypothesis inference: an application to the deforestation focus detection	19
Morphological reconstruction algorithms for urban monitoring using satellite data: proper selection of the marker and mask images	19
Canopy active fuel loads estimation with C-band PolSAR by combining polarization decomposition and vegetation scattering model: a case study in Southwestern China	18
Potentiality of ultraspectral sensor in biophysical and biochemical vegetation parameter inversion	18
Parcel-level mapping of apple orchard in smallholder agriculture areas based on feature-level fusion of VHR image and time-series images	18
MFMENet: multi-scale features mutual enhancement network for change detection in remote sensing images	18
Multi-scale multi-temporal landscape pattern analysis using high spatial urban scene classification	18
Aircraft detection from large-scale remote sensing images based on visual saliency and CNNs	18
Agave crop segmentation and maturity classification with deep learning data-centric strategies using very high-resolution satellite imagery	18
SAAC-Net: deep neural network-based model for atmospheric correction in remote sensing	18
Exploring single-frame super-resolution on real-world Hyperion and PRISMA datasets of an urban area in a developing nation	17
An Extracting DEM Method Based on The Sub-apertures Difference in CSAR Mode	17
Estimation of the rotation velocity and scaling for ISAR imaging of near-field targets based on the integrated generalized cubic phase function and image interpolation	17
Object-based modelling and accuracy assessment of Gordion tumuli using very high-resolution stereo satellite images	17
Soil moisture mapping from SMOS: evaluating the accuracy of the operational product in a Mediterranean setting	17
A primal-dual method for total-variation-based pansharpening	17
Analysis of image-to-image registration performance of multitemporal KOMPSAT-3∙3A imagery with respect to convergence angle	17
Integration of LST and NDVI for adjusted night light index (ILNANLI): a novel index to reduce the effect of saturation and blooming of DMSP-OLS data	17
Automated ocean front feature mapping using Sentinel-1 with examples from the Gulf Stream	17
Preface: Recent developments in the remote sensing of night-time light	16
Improved DMSP nighttime light monthly products over India	16

Radar altimetry for classifying surface conditions of subarctic lakes during freezing and thawing periods	16
Hyperspectral-multispectral image fusion using subspace decomposition and Elastic Net Regularization	16
Estimation of tropical forest aboveground biomass in Nepal using multiple remotely sensed data and deep learning	16
Establishing effective learning bridge cross multi-scale feature maps for object detection and semantic segmentation	16
Estimation of downwelling surface longwave radiation for all-weather skies from FengYun-4A geostationary satellite data	15
Diagnosis of the accuracy of land cover classification using bootstrap resampling	15
Analysis of affecting factors for laser underwater transmission echo signals based on semi-analytic Monte Carlo	15
Spatial heterogeneity of driving factors-induced impacts for global long-term surface urban heat island	15
An inversion method of subsurface thermohaline field based on deep learning and remote sensing data	15
Assessing satellite-derived wind speeds: insights from buoy measurements and analysis of deviation factors	15
Evaluation of L-band GPS signal attenuation to multiple vegetations using ground-based measurements	14
Assessing 100 biophysical indices performances in the Mediterranean basin using multi-satellite data	14
Simulation of canopy urban heat island at a block scale based on local climate zones and urban weather generator: a case study of Beijing	14
Remote sensing inversion of land surface temperature for cloud coverage areas based on NDVI in the North China Plain	14
New framework for land surface temperature and emissivity inversion based on hyperspectral thermal infrared data	14
Retrieval of cloudy land surface temperature from AMSR2 brightness temperature, precipitable water vapour and cloud liquid water	14
Research on infrared hyperspectral remote sensing cloud detection method based on deep learning	13
A generalized method for retrieving global daily mean land surface temperature from polar-orbiting thermal infrared sensor instantaneous observations	13
Putting green canopy reflectance by time from colourant and spray oil combination product application	13
A new method to estimate the speed of internal solitary waves based on a single optical remote sensing image	13
A deterministic descriptive regularization-based method for SAR tomography in urban areas	13
The optimization of XGBoost model and its application in PM 2.5 concentrations estimation based on MODIS data in the Guanzhong region, China	13
A GAN-based cyclic iterative unsupervised change detection network	13
A self-adaptive parallel image stitching algorithm for unmanned aerial vehicles in edge computing environments	13
An object-based graph model for unsupervised change detection in high resolution remote sensing images	13
Towards nationwide mapping of bamboo resources in the Philippines: testing the pixel-based and fractional cover approaches	13
Stage estimation of Himalayan rivers using passive microwave radiometer and altimeter	13
A framework for reconstructing 1km all-weather hourly LST from MODIS data	13
Automated remote sensing tools to counter illicit maritime activity: vessel detection, bathymetry and topography from WorldView imagery	13
A novel linear spectral unmixing-based method for tree decline monitoring by fusing UAV-RGB and optical space-borne data	13
Bi-Temporal change detection of high-resolution images by referencing time series medium-resolution images	13
Assimilation of leaf Area Index from multisource earth observation data into the WOFOST model for sugarcane yield estimation	12
Prediction of low Zn concentrations in soil from mountainous areas of central Yunnan Province using a combination of continuous wavelet transform and Boruta algorithm	12
Single-frame super-resolution for high resolution optical remote-sensing data products	12
Volume imaging of aspect sensitivity in VHF radar backscatters: first results inferred from the Advanced Indian MST radar (AIR)	12
Comparing field measurements and annotations as training data for UAV-based detection of standing dead trees in coniferous forest	12
Rooftop extraction method for high spatial resolution remote sensing image based on sparse representation	12
A method of retrieving significant wave height based on shadowing from X-band marine radar images	12
Hyperspectral anomaly detection based on score-guided cooperative autoencoders	12
MKLM: a multiknowledge learning module for object detection in remote sensing images	12
Retrieving leaf area index from FY-3D MERSI-II data using a sensor-adaptive algorithm	12
Estimation of forest aboveground biomass by using mixed-effects model	12
Utility of INSAT 3D / 3DR products in understanding the physical processes in clouds associated with western disturbance affecting North India during winter	12
MFI-CD: a lightweight siamese network with multidimensional feature interaction for change detection	12
Combined multi-level context aggregation and attention mechanism method for photovoltaic panel extraction from high resolution remote sensing images	12
Two-Stage Attention Network for hyperspectral image classification	12
Soil moisture estimates over sporadically flooded farmlands: synergies and biases of remote sensing and in situ sources	12
Finding a suitable sensing time period for crop identification using heuristic techniques with multi-temporal satellite images	12
Ship detection based on a superpixel-level CFAR detector for SAR imagery	11
Monitoring of geohazards using differential interferometric satellite aperture radar in Australia	11
A novel strategy for pest disease detection of Brassica chinensis based on UAV imagery and deep learning	11
Spatial and temporal distribution of satellite turbidity in response to different environmental variables in the Bahía Blanca Estuary, South-Western Atlantic	11
Laser point cloud registration method based on iterative closest point improved by Gaussian mixture model considering corner features	11
A chlorophyll-a retrieval algorithm for the Coastal Zone Imager (CZI) onboard the HY-1C satellite in the Pearl River Estuary, China	11
OAMSFNet: Orientation-Aware and Multi-Scale Feature Fusion Network for shadow detection in remote sensing images via pseudo shadow	11
A method of calculating the leafstalk angle of the soybean canopy based on 3D point clouds	11
Design of supercontinuum laser hyperspectral light detection and ranging (LiDAR) (SCLaHS LiDAR)	11
Small object detection in remote sensing images based on attention mechanism and multi-scale feature fusion	11
Automatic registration framework for multi-platform point cloud data in natural forests	11
Building panoptic change segmentation with the use of uncertainty estimation in squeeze-and-attention CNN and remote sensing observations	11
Determining the value of different wavelength ranges of non-imaging hyperspectral reflectance to estimate carotenoid content using the PROSPECT-5 model	11
GNSS ground-based tomography: state-of-the-art and technological challenges	11
Comparison of along-track resolution of SARAL/AltiKa and ENVISAT-RA2 satellite altimeters over continental margins	11
Mapping the páramo land-cover in the Northern Andes	11
Vertical slice equal sampling and transformer network for point cloud ground filtering	11
Estimation of leaf nitrogen content in winter wheat based on continuum removal and discrete wavelet transform	11
Towards interpretability lightweight semantic segmentation model for waterbody extraction in large-scale high resolution remote sensing images	11
Edge-Preserving classification of polarimetric SAR images using Wishart distribution and conditional random field	11
An improved rescaling algorithm for estimating groundwater depletion rates using the GRACE satellite	11
Farmland parcel-based crop classification in cloudy/rainy mountains using Sentinel-1 and Sentinel-2 based deep learning	11
Unsupervised segmentation of LiDAR fused hyperspectral imagery using pointwise mutual information	10
A Method by using predefined windows to improve the InSAR atmospheric correction model based on GNSS ZTD and its horizontal delay gradient	10
Improved method for cropland extraction of seasonal crops from multi-sensor satellite data	10
Marine oil spill detection using improved polarimetric feature based on polarization SAR image	10
Readily dispersible clay in soils from different Brazilian regions by visible, near, and mid-infrared spectral data	10
Mapping spatial-temporal nationwide soybean planting area in Argentina using Google Earth Engine	10
Global offshore wind turbine detection: a combined application of deep learning and Google earth engine	10
Learning to enhance areal video captioning with visual question answering	10
Identification and classification of Asian soybean rust using leaf-based hyperspectral reflectance	10
Semantic segmentation of urban land classes using a multi-scale dataset	10

A combined model based on stacked autoencoders and fractional Fourier entropy for hyperspectral anomaly detection	10
Stratified diagnosis of cotton canopy spectral characteristics based on CWT-SPA and its relationship with moisture, nitrogen, and SPAD values	10
Producing annual Australia-wide vegetation height images from GEDI and Landsat data	10
Hyperspectral prediction model of soil Cu content based on WOA-SPA algorithm	10
Benchmarking Sentinel-2-derived predictors for long-term burn severity modelling: the 2016–17 Chilean firestorm	10
Assessment of ISRO’s S-band polarimetric Doppler Weather Radar (DWR) at SHAR with IMD-DWR and GPM-Ku radar	10
Angular variation of SAR polarimetric parameters over multiyear ice	9
UAV remote sensing monitoring of pine forest diseases based on improved Mask R-CNN	9
Nonnegative matrix factorization-based environmental monitoring of marine mucilage	9
Learning from Data for Remote Sensing Image Analysis	9
Estimating canopy parameters of winter wheat at different stages using hyperspectral data combined with soil variables	9
GB-SAR geocoding considering the radar attitude inclination angles for building facade deformation extraction	9
AFD filter and E2N2 classifier for improving visualization of crop image and crop classification in remote sensing image	9
A study of internal solitary waves in the Northern South China Sea using the Geo High-Speed Imager of the FY-4B satellite	9
Direction-aware multi-branch attention and Gaussian label assignment for remote sensing aggregative object detection	9
Stress detection in vegetation based on remotely sensed light absorption coefficient	9
Use of the time series and multi-temporal features of Sentinel-1/2 satellite imagery to predict soil inorganic and organic carbon in a low-relief area with a semi-arid environment	9
A weighted contextual active fire detection algorithm based on Himawari-8 data	9
A new method to extract coal-covered area in open-pit mine based on remote sensing	9
InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images	9
A new method of retrieving atmospheric refractivity structure	9
Multi-task deep learning for quantifying methane emissions from 2-D plume imagery with Low Signal-to-Noise Ratio	9
Mapping of African urban settlements using Google Earth images	9
Structured low-rank representation learning for hyperspectral sparse unmixing	9
Grass curing-driven fire danger index in a protected mountainous grassland using fused MODIS and Sentinel-2	9
Segmentation-based linear discriminant analysis with information theoretic feature selection for hyperspectral image classification	9
Cloud base height variability observed using a Laser-Based Ceilometer over a tropical station Pune, India	9
CBERS data cubes for land use and land cover mapping in the Brazilian Cerrado agricultural belt	9
Spatial correlation filter and its application in hyperspectral ground objects recognition	9
Advancements in the remote sensing of landscape pattern of urban green spaces and vegetation fragmentation	9
Derivation and assessment of forest-relevant polarimetric indices using RCM compact-pol data	9
A joint change detection method on complex-valued polarimetric synthetic aperture radar images based on feature fusion and similarity learning	9
Automated mineralogical anomaly detection using a categorization of optical maturity trend at lunar surface	9
Multi Angle Rotation Object Detection for Remote Sensing Image Based on Modified Feature Pyramid Networks	9
The role of remote sensing in species distribution models: a review	9
Image translation between high-resolution optical and synthetic aperture radar (SAR) data	9
Variations in solar irradiance caused by solar cycle affect the temporal stability of ETM+ (LS7) ToA reflectance values at pseudo-invariant calibration sites (PICS)	9
Shaped patch based nonparametric discriminant analysis for hyperspectral image classification through the CNN model	9
Remote sensing wattle rust induced defoliation across black wattle timber plantations in Southern Africa	9
Optimized faster R-CNN for oil wells detection from high-resolution remote sensing images	9
Water-Body Segmentation for Multi-Spectral Remote Sensing Images by Feature Pyramid Enhancement and Pixel Pair Matching	8
Sea ice image classification based on ResFPG network and heterogeneous data fusion	8
Multilevel segmentation algorithm for agricultural parcel extraction from a semantic boundary	8
Deep support vector machine for PolSAR image classification	8
Spectral indices for estimating total dissolved solids in freshwater wetlands using semi-empirical models. A case study of Guartinaja and Momil wetlands	8
Mind the gaps: horizontal canopy structure affects the relationship between taxonomic and spectral diversity	8
The optimization of marine geoid model from altimetry data using Least Squares Stokes modification approach with additive corrections across Malaysia	8
Impact of 2015–2016 El Niño on phytoplankton size class distribution during the summer and winter monsoon in the Arabian Sea	8
A modified Fuvar fusion algorithm based on adaptive end-member selection for hyperspectral remote sensing images	8
Performance analysis of mean level CFAR detectors in homogeneous gamma-distributed radar clutter	8
Local interpretation of machine learning models in remote sensing with SHAP: the case of global climate constraints on photosynthesis phenology	8
Fractional vegetation coverage downscaling inversion method based on Land Remote-Sensing Satellite (System, Landsat-8) and polarization decomposition of Radarsat-2	8
A method to pan-sharpen SAR amplitude data via electromagnetic reflectance similarities	8
Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery	8
A deep learning based oil spill detector using Sentinel-1 SAR imagery	8
Identification of vegetation under natural gas leakage by spectral index based on feature selection	8
GSCCTL: a general semi-supervised scene classification method for remote sensing images based on clustering and transfer learning	8
Distribution and main sources of oil spills in the Persian Gulf based on satellite monitoring with synthetic aperture radar	8
Impact of cyclone Ockhi on phytoplankton size classes structure in the Arabian Sea	8
Retrieval of total suspended matter concentration in the yellow river estuary offshore area based on QAA-RF model	8
GS–CDNet: a remote sensing image cloud detection method with geographic spatial data integration	8
A multiscale fuzzy dual-domain attention network for urban remote sensing image segmentation	8
Emerging trends in topobathymetric LiDAR technology and mapping	8
MIRACLE: multi-satellite Island image registration using anisotropic coherence locality enhanced nonlinear diffusion and Mahalanobis distance guided marginalization	8
A novel unsupervised forest change detection method based on the integration of a multiresolution singular value decomposition fusion and an edge-aware Markov Random Field algorithm	8
GOCI-II based sea surface salinity estimation using machine learning for the first-year summer	8
Intelligent agent for hyperspectral image classification with noisy labels: a deep reinforcement learning framework	8
Developing a near-seamless tidal datum by integrating tidal and satellite altimetry data with a Digital Elevation Model for maritime boundary delimitation	8
Preface: the role of space ocean science and technology towards sustainable development goal	8
Multi-expert contrastive learning for remote sensing long-tailed image classification	8
Interactive transformer and CNN network for fusion classification of hyperspectral and LiDAR data	8
Hyperspectral image classification Based on weakened Laplacian pyramid and guided filtering	8
An automatic eddy detection algorithm based on quadrant angle of velocity vector and its application	8
Comparison of UAV and SAR performance for Crop type classification using machine learning algorithms: a case study of humid forest ecology experimental research site of West Africa	7
New mean tropospheric temperature models based on machine learning algorithms for Brazil	7
Estimation of global horizontal irradiance in China using a deep learning method	7
Efficient Real-Time Human Detection Using Unmanned Aerial Vehicles Optical Imagery	7
Probabilistic approximation to change and no change in multispectral remote sensing	7
Application of RNN on GNSS Reflectometry Sea level monitoring	7
State-level statutes governing unmanned aerial vehicle use in academic research in the United States	7
Estimating fractional vegetation cover and aboveground biomass for land degradation assessment in eastern Mongolia steppe: combining ground vegetation data and remote sensing	7
Training redefinition with entropy-based structure set density for supervised hyperspectral imagery classification	7
UAV-based prediction of ryegrass dry matter yield	7
Tree species classification based on PointNet++ deep learning and true- colour point cloud	7
Semantic segmentation sample augmentation based on simulated scene generation—case study on dock extraction from high spatial resolution imagery	7
Error removal by energy scaling from hyperspectral images for performance improvement of spectral classifiers	7
When complementarity meets consistency: weighted collaboration fusion constrained by consistency between views for multi-view remote sensing scene classification	7
Multi-resolution satellite images bathymetry inversion of Bangda Co in the western Tibetan Plateau	7
SRMA: a dual-branch parallel multi-scale attention network for remote sensing images sea-land segmentation	7
A meta-methodology for preserving narrow objects when using spatial contextual classifiers for remote sensing data	7
Hyperspectral anomaly detection based on the distinguishing features of a redundant difference-value network	7
Mapping off-road tracks and animal paths in protected areas using high-resolution GeoEye-1 panchromatic satellite imagery	7
Multi-scale spectral-spatial dual-transformer network for hyperspectral image classification	7
Near-Shore ship segmentation based on I-Polar Mask in remote sensing	7
Assessing cropland disagreement in Tanzania using machine learning methods with Sentinel-2 and Planet Scope imagery	7