International Journal of Remote Sensing

Article	Citations
A new method for retrieving urban heat island intensity using GNSS-derived ZTD and atmospheric empirical model	130
Evaluation of L-band GPS signal attenuation to multiple vegetations using ground-based measurements	96
Multi-radar data fusion for maritime moving target detection based on three-dimensional sliding window	69
Simulation of canopy urban heat island at a block scale based on local climate zones and urban weather generator: a case study of Beijing	59
Analysis and compensation of stop-and-go approximation in high-resolution spaceborne synthetic aperture radar	53
Object-based modelling and accuracy assessment of Gordion tumuli using very high-resolution stereo satellite images	46
A monthly night-time light composite dataset of NOAA-20 in China: a multi-scale comparison with S-NPP	43
Estimation of downwelling surface longwave radiation for all-weather skies from FengYun-4A geostationary satellite data	42
A new algorithm for mapping large inland water bodies using CYGNSS	39
Hyperspectral anomaly detection based on score-guided cooperative autoencoders	38
FV-DLV3+: a light-weight flooded vegetation extraction method with attention-based DeepLabv3+	38
Analysis of image-to-image registration performance of multitemporal KOMPSAT-3∙3A imagery with respect to convergence angle	37
Hyperspectral prediction model of soil Cu content based on WOA-SPA algorithm	34
Volume imaging of aspect sensitivity in VHF radar backscatters: first results inferred from the Advanced Indian MST radar (AIR)	34
Two-Stage Attention Network for hyperspectral image classification	32
The optimization of XGBoost model and its application in PM 2.5 concentrations estimation based on MODIS data in the Guanzhong region, China	32
Soil moisture mapping from SMOS: evaluating the accuracy of the operational product in a Mediterranean setting	32
Angular variation of SAR polarimetric parameters over multiyear ice	30
Self-supervised spatial-spectral transformer with Extreme Learning Machine for Hyperspectral Image Classification	29
Monitoring of geohazards using differential interferometric satellite aperture radar in Australia	27
Shrinking Coastlines: Use of uncrewed aerial systems to map and monitor rocky intertidal habitats	27
Polarimetric SAR descriptor to map coexisting heterogeneous paddy phenology in the coastal delta using single-date SLC and GRD products of Sentinel-1	27
Prediction of low Zn concentrations in soil from mountainous areas of central Yunnan Province using a combination of continuous wavelet transform and Boruta algorithm	27
Mapping cropland use changes in the Guanzhong Plain of China based on a two-level classification framework	26
Potentiality of ultraspectral sensor in biophysical and biochemical vegetation parameter inversion	26

Estimating canopy parameters of winter wheat at different stages using hyperspectral data combined with soil variables	25
Automated remote sensing tools to counter illicit maritime activity: vessel detection, bathymetry and topography from WorldView imagery	25
Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery	24
Global offshore wind turbine detection: a combined application of deep learning and Google earth engine	24
Preface: the role of space ocean science and technology towards sustainable development goal	24
Impact of 2015–2016 El Niño on phytoplankton size class distribution during the summer and winter monsoon in the Arabian Sea	24
Cloud base height variability observed using a Laser-Based Ceilometer over a tropical station Pune, India	24
The optimization of marine geoid model from altimetry data using Least Squares Stokes modification approach with additive corrections across Malaysia	24
Building panoptic change segmentation with the use of uncertainty estimation in squeeze-and-attention CNN and remote sensing observations	23
GOCI-II based sea surface salinity estimation using machine learning for the first-year summer	23
ANN estimation model for photogrammetry-based UAV flight planning optimisation	23
Learning from Data for Remote Sensing Image Analysis	23
Automatic registration framework for multi-platform point cloud data in natural forests	22
MIRACLE: multi-satellite Island image registration using anisotropic coherence locality enhanced nonlinear diffusion and Mahalanobis distance guided marginalization	22
Finding a suitable sensing time period for crop identification using heuristic techniques with multi-temporal satellite images	21
Stratified diagnosis of cotton canopy spectral characteristics based on CWT-SPA and its relationship with moisture, nitrogen, and SPAD values	21
New SAR target recognition based on YOLO and very deep multi-canonical correlation analysis	21
Based on NRCS and the Doppler centroid anomaly in SAR images to retrieve the nearshore bathymetry	21
Multi-task deep learning for quantifying methane emissions from 2-D plume imagery with Low Signal-to-Noise Ratio	21
An end-to-end active learning framework for limited labelled hyperspectral image classification	20
A deep learning based oil spill detector using Sentinel-1 SAR imagery	20
GSCCTL: a general semi-supervised scene classification method for remote sensing images based on clustering and transfer learning	20
Assimilation of leaf Area Index from multisource earth observation data into the WOFOST model for sugarcane yield estimation	19
Comparing field measurements and annotations as training data for UAV-based detection of standing dead trees in coniferous forest	19
The role of remote sensing in species distribution models: a review	19
Stress detection in vegetation based on remotely sensed light absorption coefficient	18
Automated ocean front feature mapping using Sentinel-1 with examples from the Gulf Stream	18
Optimizing crop monitoring: mapping cultivation stages and types with sentinel-1/2 and random forest algorithm	18
Diagnosis of the accuracy of land cover classification using bootstrap resampling	18
A two-step channel mismatch estimation and compensation method for distributed MC SAR	18
MFFC-SDN: multi-level feature fusion codec-based ship detection network in SAR images	17
Cloud removal using scattering model and evaluation via semi-realistic simulation	17
Bibliometric and visualized analysis of deep learning in remote sensing	17
Upscaling UAV and Lidar-derived forest gap area and edge length extractions using radar and optical sentinel images	17
A subspace-based total variation regularization for sparse hyperspectral image unmixing	17
Dual-branche attention network for super-resolution of remote sensing images	17
Predicting leaf nitrogen content of coffee trees using the canopy hyperspectral reflectance feature bands, vegetation index and machine learning	16
Interactive Siamese spatial-Spectral cross-layer fusion transformer for hyperspectral image change detection	16
Robust extended Cubature Kalman multi-Bernoulli filter for joint detection and tracking ISAR images of small UAVs	16
U-HRNet+: a real-time precipitation estimation method based on the fusion of temporal and spatial domain features	16
Assessing the extent of land degradation in the eThekwini municipality using land cover change and soil organic carbon	16
Electric and fuel car identification based on UAV thermal infrared images using deep convolutional neural networks	16
Fusion network for local and global features extraction for hyperspectral image classification	16
Multiple snapshot RFI localization fusion algorithm based on Gaussian process regression	16
Estimating forest height and above-ground biomass in tropical forests using P-band TomoSAR and GEDI observations	16
A meta-methodology for preserving narrow objects when using spatial contextual classifiers for remote sensing data	16
Dual-det : a fast detector for oriented object detection in aerial images	15
ESDSCNet: an enhanced shallow feature difference and semantic context network for remote sensing change detection: with building change detection as a case	15
Small moving vehicle detection via local enhancement fusion for satellite video	15
Evaluation of Spire GNSS-R reflectivity from multiple GNSS constellations for soil moisture estimation	15

Mapping off-road tracks and animal paths in protected areas using high-resolution GeoEye-1 panchromatic satellite imagery	15
Multi-scale attention fusion network for semantic segmentation of remote sensing images	15
Evaluation of ACOLITE atmospheric correction methods for Landsat-8 and Sentinel-2 in the Río de la Plata turbid coastal waters	15
UNet-GCViT: a UNet-based framework with global context vision transformer blocks for building damage detection	15
Time-series polarimetric bistatic scattering decomposition using comprehensive modified first-order radiative transfer model at C-band for vegetative terrain and validation	15
High-resolution feature pyramid attention network for high spatial resolution images land-cover classification in arid oasis zones	15
A multitemporal snow-covered remote sensing image matching method considering global and contextual features	15
Hyperspectral linear unmixing based on collaborative sparsity and multi-band non-local total variation	14
Open set classification of Hyperspectral images with energy models	14
Multi-scale attentive region adaptive aggregation learning for remote sensing scene classification	14
A novel spaceborne ISAR imaging approach for space target with high-order translational motion compensation and spatial variant MTRC correction	14
Summer daily dynamics of the vertical structure of atmospheric aerosol over Baikal coastal area from ground-based lidar measurements	14
On-Orbit Absolute Radiometric Calibration and Uncertainty Analysis of OCM2 Sensor onboard Oceansat-2 Satellite	14
A multi-view ensemble model based on semi-supervised feature learning for small sample classification of PolSAR images	14
Correction	14
Scale transfer learning of hyperspectral prediction model of heavy metal content in maize: From laboratory to satellite	14
Adaptive hybrid pansharpening: a novel approach for combining two methods to achieve superior pansharpening performance	14
High resolution C-band SAR backscatter response to peatland water table depth and soil moisture: a laboratory experiment	14
Estimation of Regional Evapotranspiration Based on the Decouple Model and Remote Sensing Information ——a Case Study in Beijing City and Nearby Region	13
Feasibility study of forest wood-boring pest detection base on hyperspectral LiDAR	13
Tree barriers height information extraction under power line based on watershed segmentation and local maximum algorithm	13
Segmented continuously varying pulse interval sequence design for extremely high-resolution spaceborne sliding spotlight SAR	13
Windthrow damage detection in Nordic forests by 3D reconstruction of very high-resolution stereo optical satellite imagery	13
How well do 13 satellite-derived precipitation products capture the temporal and spatial variations of precipitation over Chinese mainland?	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
Modeling drivers of satellite-derived net primary productivity: inclusion of non-vegetated areas can be potential source of error	13
Estimating soil organic carbon using UAV and Sentinel-2 images and multilayer perceptron regression in Coastal Wetland	13
A Hybrid particle swarm optimization of the rational function model for satellite strip images ortho-rectification	13
Research on semantic segmentation algorithm of high latitude urban river ice based on deep transfer learning	13
MGDIN: Detail Injection Network for HSI and MSI Fusion Based on Multiscale and Global Contextual Features	13
U-shaped pyramid dense residual network for pansharpening	13
Snowmelt detection on the Antarctic ice sheet surface based on XPGR with improved ant colony algorithm	13
Numerical simulation of the infrared signatures of an underwater vehicle’s thermal wakes on the sea surface under low sea conditions	13
Multigraph approximate-representation learning for hyperspectral band selection	13
SuperPCA and 2-D compact variational mode decomposition for feature extraction from hyperspectral images	12
Combining low-rank constraint for similar superpixels and total variation sparse unmixing for hyperspectral image	12
Two-stage fusion strategy and residual shrinkage capsule network for SAR image change detection	12
A comprehensive investigation of image fusion methods for spatial enhancement of hyperspectral images	12
Cloud detection from Himawari-8 spectral images using K-means++ clustering with the convolutional module	12
Integrating UAV, Sentinel-2, and ALOS PALSAR-2 data for improving above-ground biomass estimation in Miombo woodlands using machine learning algorithms	12
Comparative research on multi-algorithm of soil salinity monitoring based on Gaofen-5, Sentinel-1, and Sentinel-2	12
Refining the conversion between phase and height in airborne and UAV-borne SAR interferometry	12
Optimized complex object classification model: reconstructing the ISAR image of a hypersonic vehicle covered with a plasma sheath using a U-WGAN-GP framework	12
Evaluation of Oceansat-3 gridded wind accuracy for low to extreme wind speed conditions	12
MambaFuse: a novel framework for pansharpening	12
Building profile reconstruction based on double subspace TomoSAR	12
Effect of high-resolution satellite and UAV imagery plot pixel resolution in wheat crop yield prediction	12
Evaluating individual tree metrics calculated from unmanned aerial vehicle laser scanning as input to a conventional growth and yield model	12
Long-term Detection and Spatiotemporal variation of water bodies in Hubei province from 1991 to 2022	12
Pyramidal and conditional convolution attention network for hyperspectral image classification using limited training samples	12
Hyperspectral images classification of small sample based on the strategy of sample enlargement by superpixel pair method	12
SAR data fusion and a novel joint use of neural networks for coastline extraction	12
Graph neural network-based remote target classification in hyperspectral imaging	12
An EEMD-SVD method based on gray wolf optimization algorithm for lidar signal noise reduction	12
Automatic analysis of UAS-based thermal images to detect leakages in district heating systems	12
A fast adaptive SVDIncExtreme learning machine framework for remote sensing image classification	11
An efficient in-season crop mapping using Sentinel-2 imagery and transformer-based semantic segmentation in Andhra Pradesh, India	11
Combining CERES-Wheat model, Sentinel-2 data, and deep learning method for winter wheat yield estimation	11
Adaptive neighbourhood recovery method for machine learning based 3D point cloud classification	11
On the extraction of the reservoirs’ waterline using polarimetric X-band SAR measurements: the case study of the San Giuliano reservoir, Italy	11
Random augmentation pipe for hyperspectral image classification with few samples	11
Enhancing peatland monitoring through multisource remote sensing: optical and radar data applications	11
Cooperation of multi-task segmentation and a graph convolutional network for object vector boundary extraction in remote-sensing imagery	11
Wind speed retrieval approach for VV-polarized synthetic aperture radar during tropical cyclone based on XGBoost model	11
F2BFE: development of feature-based building footprint extraction by remote sensing data and GEE	11
On some features of diurnal dynamics of solonchak emissivity in summer	11
A non-local constraint smooth rank approximation with multi-mode gradient sparsity prior for hyperspectral image denoising and destriping	11
Use of Argentine SAOCOM SAR polarimetric L-band satellites for classification of arid and semiarid native forests	11
Observation of radial velocity along the Yangtze River based on sentinel-1A	11
Assessing phosphorus nutritional status in maize plants using leaf-based hyperspectral measurements and multivariate analysis	11
Remote sensing building damage assessment with a multihead neighbourhood attention transformer	11
CTNet: an efficient coupled transformer network for robust hyperspectral unmixing	11
Edge-enhanced efficient network for remote sensing image super-resolution	11
Remote sensing image destriping with two-stage image decomposition network	11
Deep spatio-textural feature driven multi-constraints pool-based active learning model for resource-efficient big earth observations	11
A large-scale, long time-series (1984‒2020) of soybean mapping with phenological features: Heilongjiang Province as a test case	11
Effect of shade on simultaneous estimation of non-photosynthetic and photosynthetic vegetation cover using the NDVI-NSSI normalized difference triangular space	11
Evaluation of red-edge features for identifying subtropical tree species based on Sentinel-2 and Gaofen-6 time series	11
Weighted residual self-attention graph-based transformer for spectral–spatial hyperspectral image classification	11
Foliar trait retrieval models based on hyperspectral satellite imagery perform well in a biodiversity hotspot of the SE Ecuadorian Andes	11

An optimum datasets analysis for monitoring crops using remotely sensed Sentinel-1A SAR data	11
Identifying wildfires with convolutional neural networks and remote sensing: application to Amazon Rainforest	11
Retrieval of upper stratospheric ozone profiles from SCIAMACHY Hartley-Huggins limb scatter spectra using WMART	11
Dual-strategy semi-supervised learning method based on GAN for recognition of tomato leaf diseases	10
Massive SST-front anomaly in the tip of Sumatra waters triggered by extreme positive IOD 2019 event	10
Automatic detection and tracking polar lows from synthetic aperture radar and radiometer observations	10
Multi scale feature extraction network with machine learning algorithms for water body extraction from remote sensing images	10
A novel multi-attention fusion network with dilated convolution and label smoothing for remote sensing image retrieval	10
Habitat modelling of escolar fish ( Lepidocybium flavobrunneum , Smith 1843) in the southwestern Indian Ocean using remote sensing data	10
Unsupervised annual change detection from optical-SAR fused satellite image time-series using 3D-CAE	10
Hyper-spectral image compression based on band selection and slant Haar type orthogonal transform	10
Detection and characterization of scale-invariant behaviour and stochastic downscaling of terrestrial water storage anomalies from GRACE and GPS	10
Suitability of Sentinel-3 chlorophyll a products based on optical water types	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
Uncertainty estimation in geostationary ocean color imager (GOCI) bio-optical products for detecting diurnal variability in coastal water	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
Study of the differences among hyperspectral estimation models under different measurement light source conditions	10
Spatiotemporal variability of photosynthetic and non-photosynthetic vegetation under climate change in arid and semiarid regions in China	10
BCD-Net: building change detection based on fully scale connected U-Net and subpixel convolution	10
eDNA biodiversity from space: predicting soil bacteria and fungi alpha diversity in forests using DESIS satellite remote sensing	10
Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models	10
A cross-channel multi-scale gated fusion network for recognizing construction and demolition waste from high-resolution remote sensing images	10
Satellite rainfall bias correction incorporating effects on simulated crop water requirements	10
Hyperspectral and multispectral image fusion via residual selective kernel attention-based U-net	10
A novel geometric feature-based wood-leaf separation method for large and crown-heavy tropical trees using handheld laser scanning point cloud	10
Xcep-Dense: a novel lightweight extreme inception model for hyperspectral image classification	10
A fast and accurate parametric model of estimating thermal infrared atmospheric parameters: a case study for LANDSAT 8 TIRS sensor	10
A spatiotemporal collaborative approach for precise crop planting structure mapping based on multi-source remote-sensing data	10
Hyperspectral Inversion of Li 2 O Content in Clay Lithium Ore Cores Based on FOD and GA-XGBoost	10
Advancing soil moisture retrieval from SAR data using meta-heuristic optimization XGBoost and SHAP analysis	10
GCN-based multi-scale dual fusion for remote sensing building change detection	10
Feature enhancement network for cloud removal in optical images by fusing with SAR images	9
High-resolution global water body datasets underestimate the extent of small rivers	9
Comparison of contrasting optical and LiDAR fire severity remote sensing methods in a heterogeneous forested landscape in south-eastern Australia	9
Wetland mapping in the Liaohe River Estuary using multi-source remote sensing image feature selection	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
Image segmentation and knowledge graph based prototype for ground object interpretation on coastal high resolution remote sensing imagery	9
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	9
Ground-based measurements of HF and HCl total columns in atmosphere near Saint Petersburg (2009–2023)	9
Sea clutter prediction based on fusion of Fourier transform and graph neural network	9
Present knowledge and future challenges in remote sensing for soil salinization monitoring: a review of bibliometric analysis	9
Spatial-frequency interaction and imitation learning decoupled head network for remote sensing forest flame detection	9
Enhanced TomoSAR imaging method with complex least squares for 3D building reconstruction	9
Study of effects of different vegetation model parameter settings on quantitative CFD simulation of urban spatial air temperature and wind-field	9
Mapping of paddy field by Sentinel-1 SAR images and cadastre data in Yunlin, Taiwan	9
CloudRaednet: residual attention-based encoder–decoder network for ground-based cloud images segmentation in nychthemeron	9
Improving post-fire GEDI canopy height accuracy and canopy height mapping through convolutional neural network model	9
Multitemporal sentinel-1 SAR data sensitivity analysis at phenological growth stages of green gram	9
Improving reverse time migration of ground-penetrating radar under zero-time imaging conditions using cross-correlation superposition projection	9
Object Detection Method for High Resolution Remote Sensing Imagery Based on Convolutional Neural Networks with Optimal Object Anchor Scales	9
Correction of systematic image misalignment in direct georeferencing of UAV multispectral imagery	9
Unsupervised global-local domain adaptation with self-training for remote sensing image semantic segmentation	9
Estimating soil organic carbon levels in cultivated soils from satellite image using parametric and data-driven methods	9
A new model based on multi-aspect images and complex-valued neural network for synthetic aperture radar automatic target recognition	9
Monitoring of a landmark bridge using SAR interferometry coupled with engineering data and forensics	9
A multi-scale context-aware and batch-independent lightweight network for green tide extraction from SAR images	9
Multi-size and multi-model framework based on progressive growing and transfer learning for small target feature extraction and classification	9
A bayesian inference approach for reducing inter-investigator variability in sampling-based land cover classification	9
Effect of temperature and pH on the Millepora alcicornis and Mussismilia harttii corals in light of a spectral reflectance response	9
Interaction of a UWB impulse with a layer of sandy soil, having a rough upper boundary	9
Spatial distribution prediction model for lake water quality parameters from ultra-sparse sampling data with recent satellite data	9
Enhancing precision in coastal dunes vegetation mapping: ultra-high resolution hierarchical classification at the individual plant level	9
Resolution reconstruction classification: fully octave convolution network with pyramid attention mechanism for hyperspectral image classification	9
Research on all-day water vapour profile retrieval method based on lidar data and machine learning algorithm	9
Development of new spectral indices for mapping of crop residue burning using satellite remote sensing	8
Vision transformer-based feature harmonization network for fine-resolution land cover mapping	8
Parametric reconstruction of arc-shaped structures in synthetic aperture radar imaging	8
Spectral-spatial-sparse unmixing with superpixel-oriented graph Laplacian	8
Research on the Effects of Detector Shape on Spectral Calibration of Infrared Hyperspectral Interferometer Based on Simulation Data	8
All weather land surface temperature estimation by combining thermal infrared and passive microwave radiometry: a study over India	8
On the selection of multi-satellite altimetry for empirical tide modelling over Indonesia	8
Data homogeneity impact in tree species classification based on Sentinel-2 multitemporal data case study in central Sweden	8
Adaptive weighted learning for vegetation contribution in soil moisture inversion using PolSAR data	8
TROG: a fast and robust scene-matching algorithm for geo-referenced images	8
Few-shot remote sensing image segmentation based on label propagation and open-set domain adaptation	8
Location-aware multi-code generator for remote sensing scene classification	8
Semi-supervised contrastive learning for remote sensing: identifying ancient urbanization in the south-central Andes	8
Reflectance spectra for identifying stress in different parts of leaf: a case study on oil palm seedlings	8
Total ozone measurements using IKFS-2 spectrometer aboard Meteor-M N2 satellite in 2019–2020	8
OLOD: a new UAV dataset and benchmark for single tiny object tracking	8
MPFFNet: LULC classification model for high-resolution remote sensing images with multi-path feature fusion	8
Fused RetinaNet for small target detection in aerial images	8
Bayesian maximum entropy interpolation of sea surface temperature data: A comparative assessment	8
Enhanced crop classification through integrated optical and SAR data: a deep learning approach for multi-source image fusion	8
Local-enhanced multi-scale aggregation swin transformer for semantic segmentation of high-resolution remote sensing images	8
A novel SAR and optical image fusion algorithm based on an improved SPCNN and phase congruency information	8
Automatic detection of beacon towers in historical aerial images using improved FCOS	8
Analysis of Doppler spectrum of a spaceborne Doppler scatterometer using an echoed signal simulation model	8
Enhanced flood water depth estimation from Sentinel-1A images	8
Monitoring suspended sediment concentration in the Yellow River Estuary from 1984 to 2021 using landsat imagery and Google Earth Engine	8
Classification of tree forms in aerial LiDAR point clouds using CNN for 3D tree modelling	8
Hyperspectral unmixing using weighted sparse regression with total variation regularization	7
MKLM: a multiknowledge learning module for object detection in remote sensing images	7
A new method to extract coal-covered area in open-pit mine based on remote sensing	7
Improved DMSP nighttime light monthly products over India	7