International Journal of Remote Sensing

Article	Citations
MIRACLE: multi-satellite Island image registration using anisotropic coherence locality enhanced nonlinear diffusion and Mahalanobis distance guided marginalization	115
Automated ocean front feature mapping using Sentinel-1 with examples from the Gulf Stream	95
Learning from Data for Remote Sensing Image Analysis	75
ANN estimation model for photogrammetry-based UAV flight planning optimisation	69
A new method for retrieving urban heat island intensity using GNSS-derived ZTD and atmospheric empirical model	68
Evaluation of L-band GPS signal attenuation to multiple vegetations using ground-based measurements	53
Multi-radar data fusion for maritime moving target detection based on three-dimensional sliding window	52
Simulation of canopy urban heat island at a block scale based on local climate zones and urban weather generator: a case study of Beijing	46
Analysis and compensation of stop-and-go approximation in high-resolution spaceborne synthetic aperture radar	41
Nonnegative matrix factorization with entropy regularization for hyperspectral unmixing	40
Object-based modelling and accuracy assessment of Gordion tumuli using very high-resolution stereo satellite images	37
A monthly night-time light composite dataset of NOAA-20 in China: a multi-scale comparison with S-NPP	36
Estimation of downwelling surface longwave radiation for all-weather skies from FengYun-4A geostationary satellite data	33
Two-Stage Attention Network for hyperspectral image classification	33
Prediction of low Zn concentrations in soil from mountainous areas of central Yunnan Province using a combination of continuous wavelet transform and Boruta algorithm	31
Comparing field measurements and annotations as training data for UAV-based detection of standing dead trees in coniferous forest	31
Potentiality of ultraspectral sensor in biophysical and biochemical vegetation parameter inversion	29
A new algorithm for mapping large inland water bodies using CYGNSS	28
Diagnosis of the accuracy of land cover classification using bootstrap resampling	28
Volume imaging of aspect sensitivity in VHF radar backscatters: first results inferred from the Advanced Indian MST radar (AIR)	27
FV-DLV3+: a light-weight flooded vegetation extraction method with attention-based DeepLabv3+	27
Analysis of image-to-image registration performance of multitemporal KOMPSAT-3∙3A imagery with respect to convergence angle	27
Finding a suitable sensing time period for crop identification using heuristic techniques with multi-temporal satellite images	27
Hyperspectral anomaly detection based on score-guided cooperative autoencoders	27
Automated remote sensing tools to counter illicit maritime activity: vessel detection, bathymetry and topography from WorldView imagery	26

Automatic registration framework for multi-platform point cloud data in natural forests	26
Preface: the role of space ocean science and technology towards sustainable development goal	25
The optimization of marine geoid model from altimetry data using Least Squares Stokes modification approach with additive corrections across Malaysia	25
Multi-task deep learning for quantifying methane emissions from 2-D plume imagery with Low Signal-to-Noise Ratio	24
Cloud base height variability observed using a Laser-Based Ceilometer over a tropical station Pune, India	24
Assimilation of leaf Area Index from multisource earth observation data into the WOFOST model for sugarcane yield estimation	23
Building panoptic change segmentation with the use of uncertainty estimation in squeeze-and-attention CNN and remote sensing observations	23
Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery	23
Global offshore wind turbine detection: a combined application of deep learning and Google earth engine	22
Soil moisture mapping from SMOS: evaluating the accuracy of the operational product in a Mediterranean setting	22
An end-to-end active learning framework for limited labelled hyperspectral image classification	22
Estimating canopy parameters of winter wheat at different stages using hyperspectral data combined with soil variables	22
Based on NRCS and the Doppler centroid anomaly in SAR images to retrieve the nearshore bathymetry	21
Monitoring of geohazards using differential interferometric satellite aperture radar in Australia	21
GOCI-II based sea surface salinity estimation using machine learning for the first-year summer	20
Impact of 2015–2016 El Niño on phytoplankton size class distribution during the summer and winter monsoon in the Arabian Sea	20
Hyperspectral prediction model of soil Cu content based on WOA-SPA algorithm	20
Angular variation of SAR polarimetric parameters over multiyear ice	20
GSCCTL: a general semi-supervised scene classification method for remote sensing images based on clustering and transfer learning	20
The optimization of XGBoost model and its application in PM 2.5 concentrations estimation based on MODIS data in the Guanzhong region, China	20
A deep learning based oil spill detector using Sentinel-1 SAR imagery	20
Dual-det : a fast detector for oriented object detection in aerial images	19
Stratified diagnosis of cotton canopy spectral characteristics based on CWT-SPA and its relationship with moisture, nitrogen, and SPAD values	19
New SAR target recognition based on YOLO and very deep multi-canonical correlation analysis	19
Cloud removal using scattering model and evaluation via semi-realistic simulation	19
Stress detection in vegetation based on remotely sensed light absorption coefficient	19
The role of remote sensing in species distribution models: a review	19
A two-step channel mismatch estimation and compensation method for distributed MC SAR	19
Mapping cropland use changes in the Guanzhong Plain of China based on a two-level classification framework	19
Optimizing crop monitoring: mapping cultivation stages and types with sentinel-1/2 and random forest algorithm	19
A multi-view ensemble model based on semi-supervised feature learning for small sample classification of PolSAR images	18
UNet-GCViT: a UNet-based framework with global context vision transformer blocks for building damage detection	18
Multiple snapshot RFI localization fusion algorithm based on Gaussian process regression	18
Multi-scale attentive region adaptive aggregation learning for remote sensing scene classification	18
A multitemporal snow-covered remote sensing image matching method considering global and contextual features	17
Composite kernel learning network for hyperspectral image classification	17
High-resolution feature pyramid attention network for high spatial resolution images land-cover classification in arid oasis zones	17
High resolution C-band SAR backscatter response to peatland water table depth and soil moisture: a laboratory experiment	17
Small moving vehicle detection via local enhancement fusion for satellite video	17
Multi-scale attention fusion network for semantic segmentation of remote sensing images	16
Evaluation of Spire GNSS-R reflectivity from multiple GNSS constellations for soil moisture estimation	16
Robust extended Cubature Kalman multi-Bernoulli filter for joint detection and tracking ISAR images of small UAVs	16
Mapping off-road tracks and animal paths in protected areas using high-resolution GeoEye-1 panchromatic satellite imagery	16
ESDSCNet: an enhanced shallow feature difference and semantic context network for remote sensing change detection: with building change detection as a case	16
Fusion network for local and global features extraction for hyperspectral image classification	15
A meta-methodology for preserving narrow objects when using spatial contextual classifiers for remote sensing data	15
A novel spaceborne ISAR imaging approach for space target with high-order translational motion compensation and spatial variant MTRC correction	15
Bibliometric and visualized analysis of deep learning in remote sensing	15
MFFC-SDN: multi-level feature fusion codec-based ship detection network in SAR images	15
Electric and fuel car identification based on UAV thermal infrared images using deep convolutional neural networks	15

Estimating forest height and above-ground biomass in tropical forests using P-band TomoSAR and GEDI observations	15
Hyperspectral linear unmixing based on collaborative sparsity and multi-band non-local total variation	14
Predicting leaf nitrogen content of coffee trees using the canopy hyperspectral reflectance feature bands, vegetation index and machine learning	14
Time-series polarimetric bistatic scattering decomposition using comprehensive modified first-order radiative transfer model at C-band for vegetative terrain and validation	14
A new approach for estimating and delineating within-field crop water stress zones with satellite imagery	14
U-HRNet+: a real-time precipitation estimation method based on the fusion of temporal and spatial domain features	14
Assessing the extent of land degradation in the eThekwini municipality using land cover change and soil organic carbon	14
Correction	14
Evaluation of ACOLITE atmospheric correction methods for Landsat-8 and Sentinel-2 in the Río de la Plata turbid coastal waters	14
Interactive Siamese spatial-Spectral cross-layer fusion transformer for hyperspectral image change detection	14
Dual-branche attention network for super-resolution of remote sensing images	14
Cloud detection from Himawari-8 spectral images using K-means++ clustering with the convolutional module	13
Sea-level rise in Southeast Asia: a review of the factors, and the observed rates from tide gauge, satellite altimeters and assimilated data techniques	13
Effect of high-resolution satellite and UAV imagery plot pixel resolution in wheat crop yield prediction	13
A Hybrid particle swarm optimization of the rational function model for satellite strip images ortho-rectification	13
Summer daily dynamics of the vertical structure of atmospheric aerosol over Baikal coastal area from ground-based lidar measurements	13
Graph neural network-based remote target classification in hyperspectral imaging	13
On-Orbit Absolute Radiometric Calibration and Uncertainty Analysis of OCM2 Sensor onboard Oceansat-2 Satellite	13
Automatic analysis of UAS-based thermal images to detect leakages in district heating systems	13
An EEMD-SVD method based on gray wolf optimization algorithm for lidar signal noise reduction	13
A comprehensive investigation of image fusion methods for spatial enhancement of hyperspectral images	13
Open set classification of Hyperspectral images with energy models	13
U-shaped pyramid dense residual network for pansharpening	13
Feasibility study of forest wood-boring pest detection base on hyperspectral LiDAR	12
Modeling drivers of satellite-derived net primary productivity: inclusion of non-vegetated areas can be potential source of error	12
Multigraph approximate-representation learning for hyperspectral band selection	12
SAR data fusion and a novel joint use of neural networks for coastline extraction	12
Tree barriers height information extraction under power line based on watershed segmentation and local maximum algorithm	12
Estimation of Regional Evapotranspiration Based on the Decouple Model and Remote Sensing Information ——a Case Study in Beijing City and Nearby Region	12
Windthrow damage detection in Nordic forests by 3D reconstruction of very high-resolution stereo optical satellite imagery	12
Snowmelt detection on the Antarctic ice sheet surface based on XPGR with improved ant colony algorithm	12
How well do 13 satellite-derived precipitation products capture the temporal and spatial variations of precipitation over Chinese mainland?	12
Research on semantic segmentation algorithm of high latitude urban river ice based on deep transfer learning	12
Building profile reconstruction based on double subspace TomoSAR	12
Segmented continuously varying pulse interval sequence design for extremely high-resolution spaceborne sliding spotlight SAR	12
Use of Argentine SAOCOM SAR polarimetric L-band satellites for classification of arid and semiarid native forests	11
Assessing the effects of georeferencing error in a vertical comparison study of GDEMs on a local scale	11
A fast adaptive SVDIncExtreme learning machine framework for remote sensing image classification	11
Retrieval of upper stratospheric ozone profiles from SCIAMACHY Hartley-Huggins limb scatter spectra using WMART	11
Observation of radial velocity along the Yangtze River based on sentinel-1A	11
Combining low-rank constraint for similar superpixels and total variation sparse unmixing for hyperspectral image	11
Wind speed retrieval approach for VV-polarized synthetic aperture radar during tropical cyclone based on XGBoost model	11
An innovative extraction methodology of active deformation areas based on sentinel-1 SAR dataset: the catalonia case study	11
Random augmentation pipe for hyperspectral image classification with few samples	11
Estimating soil organic carbon using UAV and Sentinel-2 images and multilayer perceptron regression in Coastal Wetland	11
Adaptive hybrid pansharpening: a novel approach for combining two methods to achieve superior pansharpening performance	11
Remote Sensing Image Retrieval using Hybrid Visual Geometry Group Network with Relevance Feedback	11
An optimum datasets analysis for monitoring crops using remotely sensed Sentinel-1A SAR data	11
CTNet: an efficient coupled transformer network for robust hyperspectral unmixing	11
Hyperspectral images classification of small sample based on the strategy of sample enlargement by superpixel pair method	11
Pyramidal and conditional convolution attention network for hyperspectral image classification using limited training samples	11
Comparative research on multi-algorithm of soil salinity monitoring based on Gaofen-5, Sentinel-1, and Sentinel-2	11
Effect of shade on simultaneous estimation of non-photosynthetic and photosynthetic vegetation cover using the NDVI-NSSI normalized difference triangular space	11
Remote sensing of forest diversities: the effect of image resolution and spectral plot extent	11
MGDIN: Detail Injection Network for HSI and MSI Fusion Based on Multiscale and Global Contextual Features	11
Scale transfer learning of hyperspectral prediction model of heavy metal content in maize: From laboratory to satellite	11
Refining the conversion between phase and height in airborne and UAV-borne SAR interferometry	11
On some features of diurnal dynamics of solonchak emissivity in summer	11
Two-stage fusion strategy and residual shrinkage capsule network for SAR image change detection	11
Optimized complex object classification model: reconstructing the ISAR image of a hypersonic vehicle covered with a plasma sheath using a U-WGAN-GP framework	11
Assessing phosphorus nutritional status in maize plants using leaf-based hyperspectral measurements and multivariate analysis	11
Edge-enhanced efficient network for remote sensing image super-resolution	11
SuperPCA and 2-D compact variational mode decomposition for feature extraction from hyperspectral images	11
Numerical simulation of the infrared signatures of an underwater vehicle’s thermal wakes on the sea surface under low sea conditions	11
On the extraction of the reservoirs’ waterline using polarimetric X-band SAR measurements: the case study of the San Giuliano reservoir, Italy	10
Xcep-Dense: a novel lightweight extreme inception model for hyperspectral image classification	10
Identifying wildfires with convolutional neural networks and remote sensing: application to Amazon Rainforest	10
Improving the estimation accuracy of SPAD values for maize leaves by removing UAV hyperspectral image backgrounds	10
Remote sensing building damage assessment with a multihead neighbourhood attention transformer	10
Automatic detection and tracking polar lows from synthetic aperture radar and radiometer observations	10
Spatiotemporal variability of photosynthetic and non-photosynthetic vegetation under climate change in arid and semiarid regions in China	10
Effect of temperature and pH on the Millepora alcicornis and Mussismilia harttii corals in light of a spectral reflectance response	10
Multi scale feature extraction network with machine learning algorithms for water body extraction from remote sensing images	10
Adaptive neighbourhood recovery method for machine learning based 3D point cloud classification	10
Cooperation of multi-task segmentation and a graph convolutional network for object vector boundary extraction in remote-sensing imagery	10
Remote sensing image destriping with two-stage image decomposition network	10
Enhancing peatland monitoring through multisource remote sensing: optical and radar data applications	10
Massive SST-front anomaly in the tip of Sumatra waters triggered by extreme positive IOD 2019 event	10
Hyperspectral and multispectral image fusion via residual selective kernel attention-based U-net	10
Deep spatio-textural feature driven multi-constraints pool-based active learning model for resource-efficient big earth observations	10

Combining CERES-Wheat model, Sentinel-2 data, and deep learning method for winter wheat yield estimation	10
F2BFE: development of feature-based building footprint extraction by remote sensing data and GEE	10
Weighted residual self-attention graph-based transformer for spectral–spatial hyperspectral image classification	10
A novel geometric feature-based wood-leaf separation method for large and crown-heavy tropical trees using handheld laser scanning point cloud	10
A large-scale, long time-series (1984‒2020) of soybean mapping with phenological features: Heilongjiang Province as a test case	10
The comparison between single-point method and footprint-integrated validation method of the remote-sensing retrieval of evapotranspiration: a case study at Daman site	10
Aerosol optical depth retrieval using scaled digital number (DN) values of multi-spectral satellite and a generating adversarial model based on deep learning application	10
Evaluation of red-edge features for identifying subtropical tree species based on Sentinel-2 and Gaofen-6 time series	10
Study of the differences among hyperspectral estimation models under different measurement light source conditions	9
Uncertainty estimation in geostationary ocean color imager (GOCI) bio-optical products for detecting diurnal variability in coastal water	9
Observation error diagnostics and applicability evaluation of MHS brightness temperatures in RMAPS-CA	9
A new model based on multi-aspect images and complex-valued neural network for synthetic aperture radar automatic target recognition	9
Hyperspectral Inversion of Li 2 O Content in Clay Lithium Ore Cores Based on FOD and GA-XGBoost	9
Unsupervised annual change detection from optical-SAR fused satellite image time-series using 3D-CAE	9
CloudRaednet: residual attention-based encoder–decoder network for ground-based cloud images segmentation in nychthemeron	9
Feature enhancement network for cloud removal in optical images by fusing with SAR images	9
Hyper-spectral image compression based on band selection and slant Haar type orthogonal transform	9
Multitemporal sentinel-1 SAR data sensitivity analysis at phenological growth stages of green gram	9
eDNA biodiversity from space: predicting soil bacteria and fungi alpha diversity in forests using DESIS satellite remote sensing	9
Wetland mapping in the Liaohe River Estuary using multi-source remote sensing image feature selection	9
A spatiotemporal collaborative approach for precise crop planting structure mapping based on multi-source remote-sensing data	9
A cross-channel multi-scale gated fusion network for recognizing construction and demolition waste from high-resolution remote sensing images	9
Comparison of contrasting optical and LiDAR fire severity remote sensing methods in a heterogeneous forested landscape in south-eastern Australia	9
Suitability of Sentinel-3 chlorophyll a products based on optical water types	9
Improving post-fire GEDI canopy height accuracy and canopy height mapping through convolutional neural network model	9
A multi-scale context-aware and batch-independent lightweight network for green tide extraction from SAR images	9
A bayesian inference approach for reducing inter-investigator variability in sampling-based land cover classification	9
Enhancing precision in coastal dunes vegetation mapping: ultra-high resolution hierarchical classification at the individual plant level	9
Detection and characterization of scale-invariant behaviour and stochastic downscaling of terrestrial water storage anomalies from GRACE and GPS	9
Estimating soil organic carbon levels in cultivated soils from satellite image using parametric and data-driven methods	9
Evaluating the transferability of airborne laser scanning derived stem size prediction models for Pinus taeda L. stem size estimation to two different locations and acqu	9
A novel multi-attention fusion network with dilated convolution and label smoothing for remote sensing image retrieval	9
A fast and accurate parametric model of estimating thermal infrared atmospheric parameters: a case study for LANDSAT 8 TIRS sensor	9
Dual-strategy semi-supervised learning method based on GAN for recognition of tomato leaf diseases	9
High-resolution global water body datasets underestimate the extent of small rivers	9
Image segmentation and knowledge graph based prototype for ground object interpretation on coastal high resolution remote sensing imagery	9
Multi-size and multi-model framework based on progressive growing and transfer learning for small target feature extraction and classification	9
Assessing rice lodging using UAV visible and multispectral image	9
Satellite rainfall bias correction incorporating effects on simulated crop water requirements	9
Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models	9
Monitoring of a landmark bridge using SAR interferometry coupled with engineering data and forensics	9
Habitat modelling of escolar fish ( Lepidocybium flavobrunneum , Smith 1843) in the southwestern Indian Ocean using remote sensing data	9
Present knowledge and future challenges in remote sensing for soil salinization monitoring: a review of bibliometric analysis	9
Study of effects of different vegetation model parameter settings on quantitative CFD simulation of urban spatial air temperature and wind-field	9
Local-enhanced multi-scale aggregation swin transformer for semantic segmentation of high-resolution remote sensing images	8
Interaction of a UWB impulse with a layer of sandy soil, having a rough upper boundary	8
Reflectance spectra for identifying stress in different parts of leaf: a case study on oil palm seedlings	8
Evaluation and optimal selection of Dunhuang radiometric calibration site based on OLI/Landsat 8 and MSI/Sentinel 2 data	8
Vector-Quantized Variational AutoEncoder for pansharpening	8
Sea clutter prediction based on fusion of Fourier transform and graph neural network	8
Unsupervised global-local domain adaptation with self-training for remote sensing image semantic segmentation	8
Resolution reconstruction classification: fully octave convolution network with pyramid attention mechanism for hyperspectral image classification	8
GCN-based multi-scale dual fusion for remote sensing building change detection	8
Tropical cyclone tracking from geostationary infrared satellite images using deep learning techniques	8
Validation of Landsat-8 satellite-derived radiative energy fluxes using wireless sensor network data over Beas River basin, India	8
Parametric reconstruction of arc-shaped structures in synthetic aperture radar imaging	8
Semi-supervised contrastive learning for remote sensing: identifying ancient urbanization in the south-central Andes	8
Towards a novel high-spatial-resolution satellite rainfall product from C-band SAR Sentinel-1 over Central South Korea based on a bottom-up approach	8
Correction of systematic image misalignment in direct georeferencing of UAV multispectral imagery	8
Spectral-spatial-sparse unmixing with superpixel-oriented graph Laplacian	8
Mapping phosphorus concentration in Mediterranean forests using different remote-sensing methods	8
On the selection of multi-satellite altimetry for empirical tide modelling over Indonesia	8
OLOD: a new UAV dataset and benchmark for single tiny object tracking	8
BCD-Net: building change detection based on fully scale connected U-Net and subpixel convolution	8
Ground-based measurements of HF and HCl total columns in atmosphere near Saint Petersburg (2009–2023)	8
Spatial distribution prediction model for lake water quality parameters from ultra-sparse sampling data with recent satellite data	8
Location-aware multi-code generator for remote sensing scene classification	8
Monitoring suspended sediment concentration in the Yellow River Estuary from 1984 to 2021 using landsat imagery and Google Earth Engine	8
Improving reverse time migration of ground-penetrating radar under zero-time imaging conditions using cross-correlation superposition projection	8
Object Detection Method for High Resolution Remote Sensing Imagery Based on Convolutional Neural Networks with Optimal Object Anchor Scales	8
Enhanced TomoSAR imaging method with complex least squares for 3D building reconstruction	8
Mapping biological soil crusts in a Hawaiian dryland	8
Exploring low order fractional derivative spectra indices for estimating leaf fuel moisture content across a variety of plant species	8
Enhanced flood water depth estimation from Sentinel-1A images	8
On the distinction of seasonal internal solitary waves characteristics in the Lombok Strait based on multi-satellite data	8
Decadal gross level assessment of green and blue consumptive water use over Indian agro-ecosystems	8
Counting Carbon: Quantifying Biomass in the McMurdo Dry Valleys through Orbital & Field Observations	8
Total ozone measurements using IKFS-2 spectrometer aboard Meteor-M N2 satellite in 2019–2020	8
Bi-Temporal change detection of high-resolution images by referencing time series medium-resolution images	7
Spectral-spatial hyperspectral image classification based on capsule network with limited training samples	7
Enhanced crop classification through integrated optical and SAR data: a deep learning approach for multi-source image fusion	7
Multi-Scale translation method from SAR to optical remote sensing images based on conditional generative adversarial network	7
An inversion method of subsurface thermohaline field based on deep learning and remote sensing data	7
Hyperspectral image classification Based on weakened Laplacian pyramid and guided filtering	7
New framework for land surface temperature and emissivity inversion based on hyperspectral thermal infrared data	7
Classification of tree forms in aerial LiDAR point clouds using CNN for 3D tree modelling	7
A multiscale fuzzy dual-domain attention network for urban remote sensing image segmentation	7
An Extracting DEM Method Based on The Sub-apertures Difference in CSAR Mode	7
Soil moisture estimates over sporadically flooded farmlands: synergies and biases of remote sensing and in situ sources	7
Direction-aware multi-branch attention and Gaussian label assignment for remote sensing aggregative object detection	7
Hyperspectral unmixing using weighted sparse regression with total variation regularization	7
MS3A-Net: multi-scale and spectral-spatial attention network for hyperspectral image classification	7
Monitoring of large and inconsistent deformation in coal mining area using point-like target offset tracking	7
Remote sensing inversion of land surface temperature for cloud coverage areas based on NDVI in the North China Plain	7
A new method to estimate the speed of internal solitary waves based on a single optical remote sensing image	7