International Journal of Remote Sensing

Article	Citations
Investigation of the sensitivity response of Touzi target scattering decomposition to modeled early ice growth	108
Super-resolution of remotely sensed data using channel attention based deep learning approach	95
Vertex extraction-guided local back-projection algorithm for velocity estimation using ground penetrating radar data	73
The role of remote sensing in species distribution models: a review	63
Crop-specific hyperspectral band selection method using limited ground-truth data	63
Establishing effective learning bridge cross multi-scale feature maps for object detection and semantic segmentation	53
An automatic eddy detection algorithm based on quadrant angle of velocity vector and its application	53
A GAN-based cyclic iterative unsupervised change detection network	51
Multi-task deep learning for quantifying methane emissions from 2-D plume imagery with Low Signal-to-Noise Ratio	46
UVMSR: a novel approach to hyperspectral image super-resolution by fusing U-Net and Mamba	41
Hypergraph-regularized low-rank tensor subspace clustering for hyperspectral band selection	37
Assessment of C2C-based point cloud comparison errors based on distribution characteristics of tunnel point clouds	35
Fusing Landsat-7, Landsat-8 and Sentinel-2 surface reflectance to generate dense time series images with 10m spatial resolution	32
Retrieval of cloudy land surface temperature from AMSR2 brightness temperature, precipitable water vapour and cloud liquid water	32
GOCI-II based sea surface salinity estimation using machine learning for the first-year summer	32
Building panoptic change segmentation with the use of uncertainty estimation in squeeze-and-attention CNN and remote sensing observations	31
STFRDN: a residual dense network for remote sensing image spatiotemporal fusion	31
Retrieval of olive tree biophysical properties from Sentinel-2 time series based on physical modelling and machine learning technique	31
Joint-task learning to improve perceptually-aware super-resolution of aerial images	31
Evaluating the NASA MERRA-2 climate reanalysis and ESA CCI satellite remote sensing soil moisture over the contiguous United States	31
Research on smoke relative concentration identification method based on Landsat8-OLI multispectral data and multivariate analysis	27
Optimal superpixel selection for hyperspectral image classification of limited training samples	27
Reflections on the scientific life and legacy of Professor Ted Milton (10 April 1954 – 8 June 2021)	27
Rejection methods for vegetation mapping using hyperspectral airborne data	27
Semantic land cover change detection using harDNet and dual path coronet	26

Characterizing post-fire northern boreal forest height dynamics	26
Hyperspectral unmixing using weighted sparse regression with total variation regularization	26
ANN estimation model for photogrammetry-based UAV flight planning optimisation	25
A new method of retrieving atmospheric refractivity structure	24
Multi Angle Rotation Object Detection for Remote Sensing Image Based on Modified Feature Pyramid Networks	24
Segmentation-based linear discriminant analysis with information theoretic feature selection for hyperspectral image classification	24
A Local Similarity Driven Model for Blind Hyperspectral Unmixing with Spectral Variability	23
Spectral-spatial hyperspectral image classification based on capsule network with limited training samples	23
Aircraft detection from large-scale remote sensing images based on visual saliency and CNNs	23
Suspended particulate matter and secchi disk depth in the Chilika Lagoon from in situ and remote sensing data: a modified semi-analytical approach	23
Visual attention-driven framework to incorporate spatial-spectral features for hyperspectral anomaly detection	23
Multi-objective multi-verse optimizer based unsupervised band selection for hyperspectral image classification	23
Nonnegative matrix factorization-based environmental monitoring of marine mucilage	23
Study on the LAI and FPAR inversion of maize from airborne LiDAR and hyperspectral data	22
SAAC-Net: deep neural network-based model for atmospheric correction in remote sensing	22
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	21
Exploring single-frame super-resolution on real-world Hyperion and PRISMA datasets of an urban area in a developing nation	21
Estimation of tropical forest aboveground biomass in Nepal using multiple remotely sensed data and deep learning	20
Preface: Recent developments in the remote sensing of night-time light	20
Soil moisture mapping from SMOS: evaluating the accuracy of the operational product in a Mediterranean setting	20
Assessing 100 biophysical indices performances in the Mediterranean basin using multi-satellite data	20
Automated ocean front feature mapping using Sentinel-1 with examples from the Gulf Stream	20
Improved DMSP nighttime light monthly products over India	20
Utility of INSAT 3D / 3DR products in understanding the physical processes in clouds associated with western disturbance affecting North India during winter	19
Stage estimation of Himalayan rivers using passive microwave radiometer and altimeter	19
The optimization of XGBoost model and its application in PM 2.5 concentrations estimation based on MODIS data in the Guanzhong region, China	19
A deterministic descriptive regularization-based method for SAR tomography in urban areas	19
Putting green canopy reflectance by time from colourant and spray oil combination product application	19
An object-based graph model for unsupervised change detection in high resolution remote sensing images	19
Automated remote sensing tools to counter illicit maritime activity: vessel detection, bathymetry and topography from WorldView imagery	19
MKLM: a multiknowledge learning module for object detection in remote sensing images	18
Combined multi-level context aggregation and attention mechanism method for photovoltaic panel extraction from high resolution remote sensing images	18
MFI-CD: a lightweight siamese network with multidimensional feature interaction for change detection	18
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	18
Estimation of forest aboveground biomass by using mixed-effects model	18
Single-frame super-resolution for high resolution optical remote-sensing data products	17
Investigations on extraction of buildings from RS imagery using deep learning models	17
Local interpretation of machine learning models in remote sensing with SHAP: the case of global climate constraints on photosynthesis phenology	17
Multi-expert contrastive learning for remote sensing long-tailed image classification	16
A dynamic correction method for the influence of SAR observation incidence angle based on the corn crop phenology information	16
Investigating the potential of ICEYE-SAR data in storm damage detection in a coniferous forest with rugged terrain	16
Rooftop extraction method for high spatial resolution remote sensing image based on sparse representation	16
Based on NRCS and the Doppler centroid anomaly in SAR images to retrieve the nearshore bathymetry	16
Determining the value of different wavelength ranges of non-imaging hyperspectral reflectance to estimate carotenoid content using the PROSPECT-5 model	16
Finding a suitable sensing time period for crop identification using heuristic techniques with multi-temporal satellite images	16
GNSS ground-based tomography: state-of-the-art and technological challenges	15
Ship detection based on a superpixel-level CFAR detector for SAR imagery	15
Detection of white sand patches in central Amazonia using remote sensing and meteorological data	15
CBERS data cubes for land use and land cover mapping in the Brazilian Cerrado agricultural belt	14
Automatic registration framework for multi-platform point cloud data in natural forests	14

Diagnosis of the accuracy of land cover classification using bootstrap resampling	14
Analysis of affecting factors for laser underwater transmission echo signals based on semi-analytic Monte Carlo	14
A weighted contextual active fire detection algorithm based on Himawari-8 data	14
Estimation of leaf nitrogen content in winter wheat based on continuum removal and discrete wavelet transform	14
Learning to enhance areal video captioning with visual question answering	14
Long-term continuous monitoring of the diffuse attenuation coefficient at 490 nm from global oceans using combined SeaWiFS and MODISA data	14
A novel strategy for pest disease detection of Brassica chinensis based on UAV imagery and deep learning	14
Mind the gaps: horizontal canopy structure affects the relationship between taxonomic and spectral diversity	14
GB-SAR geocoding considering the radar attitude inclination angles for building facade deformation extraction	14
Vertical slice equal sampling and transformer network for point cloud ground filtering	14
FV-DLV3+: a light-weight flooded vegetation extraction method with attention-based DeepLabv3+	13
Retrieval of total suspended matter concentration in the yellow river estuary offshore area based on QAA-RF model	13
Nonnegative matrix factorization with entropy regularization for hyperspectral unmixing	13
Morphological reconstruction algorithms for urban monitoring using satellite data: proper selection of the marker and mask images	13
Water-Body Segmentation for Multi-Spectral Remote Sensing Images by Feature Pyramid Enhancement and Pixel Pair Matching	13
Semantic edge-guided object segmentation from high-resolution remotely sensed imagery	13
Identification of forest fire points under clear sky conditions with Himawari-8 satellite data	13
Small object detection in remote sensing images based on attention mechanism and multi-scale feature fusion	13
Retrieving leaf area index from FY-3D MERSI-II data using a sensor-adaptive algorithm	13
Image translation between high-resolution optical and synthetic aperture radar (SAR) data	13
Laser point cloud registration method based on iterative closest point improved by Gaussian mixture model considering corner features	13
Lightweight detection network for arbitrary-oriented vehicles in UAV imagery via precise positional information encoding and bidirectional feature fusion	13
Estimation of downwelling surface longwave radiation for all-weather skies from FengYun-4A geostationary satellite data	12
FIAD net: a Fast SAR ship detection network based on feature integration attention and self-supervised learning	12
Parcel-level mapping of apple orchard in smallholder agriculture areas based on feature-level fusion of VHR image and time-series images	12
Spatial heterogeneity of driving factors-induced impacts for global long-term surface urban heat island	12
Analysis of image-to-image registration performance of multitemporal KOMPSAT-3∙3A imagery with respect to convergence angle	12
Benchmarking Sentinel-2-derived predictors for long-term burn severity modelling: the 2016–17 Chilean firestorm	12
A new method to estimate the speed of internal solitary waves based on a single optical remote sensing image	12
Sea ice image classification based on ResFPG network and heterogeneous data fusion	12
Simulation of canopy urban heat island at a block scale based on local climate zones and urban weather generator: a case study of Beijing	12
New framework for land surface temperature and emissivity inversion based on hyperspectral thermal infrared data	12
JSH-Net: joint semantic segmentation and height estimation using deep convolutional networks from single high-resolution remote sensing imagery	11
A large-scale disturbance mapping ensemble through data-driven regionalization	11
Remote sensing inversion of land surface temperature for cloud coverage areas based on NDVI in the North China Plain	11
Evaluation of L-band GPS signal attenuation to multiple vegetations using ground-based measurements	11
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	11
MS3A-Net: multi-scale and spectral-spatial attention network for hyperspectral image classification	11
Global offshore wind turbine detection: a combined application of deep learning and Google earth engine	11
Multi-radar data fusion for maritime moving target detection based on three-dimensional sliding window	11
Soil moisture estimates over sporadically flooded farmlands: synergies and biases of remote sensing and in situ sources	11
A multiscale fuzzy dual-domain attention network for urban remote sensing image segmentation	11
Bi-Temporal change detection of high-resolution images by referencing time series medium-resolution images	11
A new method for retrieving urban heat island intensity using GNSS-derived ZTD and atmospheric empirical model	11
A strategy for evaluating micro-doppler signature and motion parameter of ship over time-varying sea surface	11
Comparison of along-track resolution of SARAL/AltiKa and ENVISAT-RA2 satellite altimeters over continental margins	11
Mapping spatial-temporal nationwide soybean planting area in Argentina using Google Earth Engine	11
Producing annual Australia-wide vegetation height images from GEDI and Landsat data	11
An improved rescaling algorithm for estimating groundwater depletion rates using the GRACE satellite	11
An inversion method of subsurface thermohaline field based on deep learning and remote sensing data	11
A generalized method for retrieving global daily mean land surface temperature from polar-orbiting thermal infrared sensor instantaneous observations	11
Multilevel segmentation algorithm for agricultural parcel extraction from a semantic boundary	11
Almond cultivar identification using machine learning classifiers applied to UAV-based multispectral data	11
Spatial and temporal distribution of satellite turbidity in response to different environmental variables in the Bahía Blanca Estuary, South-Western Atlantic	11
Stratified diagnosis of cotton canopy spectral characteristics based on CWT-SPA and its relationship with moisture, nitrogen, and SPAD values	11
Improved method for cropland extraction of seasonal crops from multi-sensor satellite data	11
AFD filter and E2N2 classifier for improving visualization of crop image and crop classification in remote sensing image	10
Improving potato leaf chlorophyll content prediction using a machine learning model with a hybrid dataset	10
Estimating canopy parameters of winter wheat at different stages using hyperspectral data combined with soil variables	10
Cloud base height variability observed using a Laser-Based Ceilometer over a tropical station Pune, India	10
InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images	10
A monthly night-time light composite dataset of NOAA-20 in China: a multi-scale comparison with S-NPP	10
Derivation and assessment of forest-relevant polarimetric indices using RCM compact-pol data	10
Grass curing-driven fire danger index in a protected mountainous grassland using fused MODIS and Sentinel-2	10
Assessment of ISRO’s S-band polarimetric Doppler Weather Radar (DWR) at SHAR with IMD-DWR and GPM-Ku radar	10
Shaped patch based nonparametric discriminant analysis for hyperspectral image classification through the CNN model	10
Learning from Data for Remote Sensing Image Analysis	10
GS–CDNet: a remote sensing image cloud detection method with geographic spatial data integration	10
Optimized faster R-CNN for oil wells detection from high-resolution remote sensing images	10
A new method to extract coal-covered area in open-pit mine based on remote sensing	10
Readily dispersible clay in soils from different Brazilian regions by visible, near, and mid-infrared spectral data	10
A study of internal solitary waves in the Northern South China Sea using the Geo High-Speed Imager of the FY-4B satellite	10
Assessing the quality of atmospheric motion vectors using wind profiler radar observations over Cochin (10.04°N, 76.33°E)	10
Automated mineralogical anomaly detection using a categorization of optical maturity trend at lunar surface	10
Unsupervised segmentation of LiDAR fused hyperspectral imagery using pointwise mutual information	10
Angular variation of SAR polarimetric parameters over multiyear ice	10
MFMENet: multi-scale features mutual enhancement network for change detection in remote sensing images	9
A novel linear spectral unmixing-based method for tree decline monitoring by fusing UAV-RGB and optical space-borne data	9
Aerosol physico–optical–radiative characterization and classification during summer over Ny-Ålesund, Arctic	9
A new algorithm for mapping large inland water bodies using CYGNSS	9

Radar altimetry for classifying surface conditions of subarctic lakes during freezing and thawing periods	9
Canopy active fuel loads estimation with C-band PolSAR by combining polarization decomposition and vegetation scattering model: a case study in Southwestern China	9
Object-based modelling and accuracy assessment of Gordion tumuli using very high-resolution stereo satellite images	9
Multi-Scale translation method from SAR to optical remote sensing images based on conditional generative adversarial network	9
A self-adaptive parallel image stitching algorithm for unmanned aerial vehicles in edge computing environments	9
Convolution neural network with edge structure loss for spatiotemporal remote sensing image fusion	9
A framework for reconstructing 1km all-weather hourly LST from MODIS data	9
A method of retrieving significant wave height based on shadowing from X-band marine radar images	9
Hyperspectral image classification Based on weakened Laplacian pyramid and guided filtering	9
Edge-Preserving classification of polarimetric SAR images using Wishart distribution and conditional random field	9
Analysis and compensation of stop-and-go approximation in high-resolution spaceborne synthetic aperture radar	9
An Extracting DEM Method Based on The Sub-apertures Difference in CSAR Mode	9
Agave crop segmentation and maturity classification with deep learning data-centric strategies using very high-resolution satellite imagery	9
Towards interpretability lightweight semantic segmentation model for waterbody extraction in large-scale high resolution remote sensing images	9
Hyperspectral anomaly detection based on score-guided cooperative autoencoders	9
Farmland parcel-based crop classification in cloudy/rainy mountains using Sentinel-1 and Sentinel-2 based deep learning	9
HMLNet: a hierarchical metric learning network with dual attention for change detection in high-resolution remote sensing images	9
Comparing field measurements and annotations as training data for UAV-based detection of standing dead trees in coniferous forest	9
Assessing satellite-derived wind speeds: insights from buoy measurements and analysis of deviation factors	9
Semantic segmentation for multisource remote sensing images incorporating feature slice reconstruction and attention upsampling	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
Estimating fractional vegetation cover and aboveground biomass for land degradation assessment in eastern Mongolia steppe: combining ground vegetation data and remote sensing	9
Potentiality of ultraspectral sensor in biophysical and biochemical vegetation parameter inversion	9
Two-Stage Attention Network for hyperspectral image classification	9
OAMSFNet: Orientation-Aware and Multi-Scale Feature Fusion Network for shadow detection in remote sensing images via pseudo shadow	9
Hyperspectral-multispectral image fusion using subspace decomposition and Elastic Net Regularization	9
Monitoring of large and inconsistent deformation in coal mining area using point-like target offset tracking	9
A chlorophyll-a retrieval algorithm for the Coastal Zone Imager (CZI) onboard the HY-1C satellite in the Pearl River Estuary, China	9
Volume imaging of aspect sensitivity in VHF radar backscatters: first results inferred from the Advanced Indian MST radar (AIR)	9
Prediction of low Zn concentrations in soil from mountainous areas of central Yunnan Province using a combination of continuous wavelet transform and Boruta algorithm	9
A Method by using predefined windows to improve the InSAR atmospheric correction model based on GNSS ZTD and its horizontal delay gradient	9
Intelligent agent for hyperspectral image classification with noisy labels: a deep reinforcement learning framework	8
Identification of vegetation under natural gas leakage by spectral index based on feature selection	8
Sliding window SA-CNN-based CFAR detector for extended target in shipborne HFSWR	8
Direction-aware multi-branch attention and Gaussian label assignment for remote sensing aggregative object detection	8
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	8
Stress detection in vegetation based on remotely sensed light absorption coefficient	8
Performance analysis of mean level CFAR detectors in homogeneous gamma-distributed radar clutter	8
MIRACLE: multi-satellite Island image registration using anisotropic coherence locality enhanced nonlinear diffusion and Mahalanobis distance guided marginalization	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	8
Interactive transformer and CNN network for fusion classification of hyperspectral and LiDAR data	8
A novel bivariate distribution and its divergence-based hypothesis inference: an application to the deforestation focus detection	8
Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery	8
Preface: the role of space ocean science and technology towards sustainable development goal	8
Distribution and main sources of oil spills in the Persian Gulf based on satellite monitoring with synthetic aperture radar	8
A method to pan-sharpen SAR amplitude data via electromagnetic reflectance similarities	8
Spectral indices for estimating total dissolved solids in freshwater wetlands using semi-empirical models. A case study of Guartinaja and Momil wetlands	8
Research on identification and extraction of crop plants in plateau mountainous areas based on multi-dimensional features	8
Hyperspectral prediction model of soil Cu content based on WOA-SPA algorithm	8
Structured low-rank representation learning for hyperspectral sparse unmixing	8
Remote sensing wattle rust induced defoliation across black wattle timber plantations in Southern Africa	8
A modified Fuvar fusion algorithm based on adaptive end-member selection for hyperspectral remote sensing images	8
Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning	8
Advancing high-resolution remote sensing: a compact and powerful approach to semantic segmentation	7
Deep learning-based point cloud registration: a comprehensive investigation	7
MAHFI-GAN: Multi-Angle High-Frequency Information Generative Adversarial Network for unsupervised fusion of high-resolution remote sensing images	7
GSCCTL: a general semi-supervised scene classification method for remote sensing images based on clustering and transfer learning	7
An unsupervised ocean surface waves suppression algorithm based on sub-aperture SAR images	7
Spatial correlation filter and its application in hyperspectral ground objects recognition	7
Classification of grassland conditions using a hyperspectral camera and deep learning	7
Marine oil spill detection using improved polarimetric feature based on polarization SAR image	7
The optimization of marine geoid model from altimetry data using Least Squares Stokes modification approach with additive corrections across Malaysia	7
Deep support vector machine for PolSAR image classification	7
OCJ-HCBM-DenseCRF: a deep learning optimization for urban built-up area extraction from large-size remote sensing imagery	7
Estimating the model parameters for remote sensing reflectance pixel by pixel: a neural network approach for optically deep waters	7
Structural graph learning method for hyperspectral band selection	7
High-resolution feature pyramid attention network for high spatial resolution images land-cover classification in arid oasis zones	7
Impact of 2015–2016 El Niño on phytoplankton size class distribution during the summer and winter monsoon in the Arabian Sea	7
Atmospheric visibility correlates with photon travel time delay from frequency modulated continuous-wave Doppler wind lidar	7
A combined retrieval and prediction convolution neural network for oceanic primary production	7
ESDSCNet: an enhanced shallow feature difference and semantic context network for remote sensing change detection: with building change detection as a case	7
A deep learning based oil spill detector using Sentinel-1 SAR imagery	7
Top-Down aircraft detection in large-scale scenes based on multi-source data and FEF-R-CNN	7
Research on infrared hyperspectral remote sensing cloud detection method based on deep learning	7
Cloud removal using scattering model and evaluation via semi-realistic simulation	7
Correction	7
Impact of cyclone Ockhi on phytoplankton size classes structure in the Arabian Sea	7
Semantic segmentation of urban land classes using a multi-scale dataset	7
Enhancing landsat 8 land surface temperature retrieval in coastal regions using MODIS atmospheric water vapor data	7
Assessing cropland disagreement in Tanzania using machine learning methods with Sentinel-2 and Planet Scope imagery	7
MF-Dfnet: a deep learning method for pixel-wise classification of very high-resolution remote sensing images	7
SRMA: a dual-branch parallel multi-scale attention network for remote sensing images sea-land segmentation	7
New SAR target recognition based on YOLO and very deep multi-canonical correlation analysis	7
A two-step channel mismatch estimation and compensation method for distributed MC SAR	7
Mapping the páramo land-cover in the Northern Andes	7
UNet-GCViT: a UNet-based framework with global context vision transformer blocks for building damage detection	7
Surface soil moisture retrieval based on transfer learning using SAR data on a local scale	7
Burned-area sub-pixel mapping based on spatial–spectral information at super-pixel scale for multi-spectral image	7
Assimilation of leaf Area Index from multisource earth observation data into the WOFOST model for sugarcane yield estimation	7
Developing a near-seamless tidal datum by integrating tidal and satellite altimetry data with a Digital Elevation Model for maritime boundary delimitation	7
Multi-scale multi-temporal landscape pattern analysis using high spatial urban scene classification	7
Emerging trends in topobathymetric LiDAR technology and mapping	7
SAR image near-shore ship target detection method in complex background	7
A near-linear transect sampling method for validation of SMAP surface soil moisture in non-complex terrains	7
Effects of Eucalyptus plantation characteristics and environmental factors on GEDI waveform metrics	7