International Journal of Remote Sensing

Article	Citations
A new algorithm for mapping large inland water bodies using CYGNSS	152
Hyperspectral anomaly detection based on score-guided cooperative autoencoders	76
Preface: the role of space ocean science and technology towards sustainable development goal	66
Evaluation of L-band GPS signal attenuation to multiple vegetations using ground-based measurements	65
Angular variation of SAR polarimetric parameters over multiyear ice	50
Multi-radar data fusion for maritime moving target detection based on three-dimensional sliding window	49
Shadow-aware terrain correction for karst landforms using remote sensing data	47
Advancing regional satellite-based assessment of phytoplankton size structure in a subtropical Bight	47
An end-to-end active learning framework for limited labelled hyperspectral image classification	43
A new method for retrieving urban heat island intensity using GNSS-derived ZTD and atmospheric empirical model	42
Analysis of image-to-image registration performance of multitemporal KOMPSAT-3∙3A imagery with respect to convergence angle	40
Potentiality of ultraspectral sensor in biophysical and biochemical vegetation parameter inversion	40
Learning from Data for Remote Sensing Image Analysis	38
Self-supervised spatial-spectral transformer with Extreme Learning Machine for Hyperspectral Image Classification	37
Based on NRCS and the Doppler centroid anomaly in SAR images to retrieve the nearshore bathymetry	36
Polarimetric SAR descriptor to map coexisting heterogeneous paddy phenology in the coastal delta using single-date SLC and GRD products of Sentinel-1	31
Automated remote sensing tools to counter illicit maritime activity: vessel detection, bathymetry and topography from WorldView imagery	30
Multi-task deep learning for quantifying methane emissions from 2-D plume imagery with Low Signal-to-Noise Ratio	30
Estimating canopy parameters of winter wheat at different stages using hyperspectral data combined with soil variables	30
Mapping cropland use changes in the Guanzhong Plain of China based on a two-level classification framework	30
The optimization of marine geoid model from altimetry data using Least Squares Stokes modification approach with additive corrections across Malaysia	29
GOCI-II based sea surface salinity estimation using machine learning for the first-year summer	28
Global offshore wind turbine detection: a combined application of deep learning and Google earth engine	28
Automated ocean front feature mapping using Sentinel-1 with examples from the Gulf Stream	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

GSCCTL: a general semi-supervised scene classification method for remote sensing images based on clustering and transfer learning	27
Volume imaging of aspect sensitivity in VHF radar backscatters: first results inferred from the Advanced Indian MST radar (AIR)	27
Soil moisture mapping from SMOS: evaluating the accuracy of the operational product in a Mediterranean setting	26
MIRACLE: multi-satellite Island image registration using anisotropic coherence locality enhanced nonlinear diffusion and Mahalanobis distance guided marginalization	26
Hyperspectral prediction model of soil Cu content based on WOA-SPA algorithm	25
Impact of 2015–2016 El Niño on phytoplankton size class distribution during the summer and winter monsoon in the Arabian Sea	25
FV-DLV3+: a light-weight flooded vegetation extraction method with attention-based DeepLabv3+	24
A deep learning based oil spill detector using Sentinel-1 SAR imagery	23
Assimilation of leaf Area Index from multisource earth observation data into the WOFOST model for sugarcane yield estimation	23
Comparing field measurements and annotations as training data for UAV-based detection of standing dead trees in coniferous forest	23
The optimization of XGBoost model and its application in PM 2.5 concentrations estimation based on MODIS data in the Guanzhong region, China	23
Analysis and compensation of stop-and-go approximation in high-resolution spaceborne synthetic aperture radar	23
Chemical composition of aerosols over the Bay of Bengal based on global reanalyses data and on-board ship measurements	23
Diagnosis of the accuracy of land cover classification using bootstrap resampling	22
Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery	22
Simulation of canopy urban heat island at a block scale based on local climate zones and urban weather generator: a case study of Beijing	21
Cloud base height variability observed using a Laser-Based Ceilometer over a tropical station Pune, India	21
Estimation of downwelling surface longwave radiation for all-weather skies from FengYun-4A geostationary satellite data	21
Monitoring of geohazards using differential interferometric satellite aperture radar in Australia	21
Stratified diagnosis of cotton canopy spectral characteristics based on CWT-SPA and its relationship with moisture, nitrogen, and SPAD values	21
Shrinking Coastlines: Use of uncrewed aerial systems to map and monitor rocky intertidal habitats	20
Stress detection in vegetation based on remotely sensed light absorption coefficient	20
Automatic registration framework for multi-platform point cloud data in natural forests	20
Multiple snapshot RFI localization fusion algorithm based on Gaussian process regression	20
The role of remote sensing in species distribution models: a review	20
Time-series polarimetric bistatic scattering decomposition using comprehensive modified first-order radiative transfer model at C-band for vegetative terrain and validation	19
MFFC-SDN: multi-level feature fusion codec-based ship detection network in SAR images	19
Dual-branche attention network for super-resolution of remote sensing images	19
A subspace-based total variation regularization for sparse hyperspectral image unmixing	19
Dual-det : a fast detector for oriented object detection in aerial images	19
A meta-methodology for preserving narrow objects when using spatial contextual classifiers for remote sensing data	18
High-resolution feature pyramid attention network for high spatial resolution images land-cover classification in arid oasis zones	18
Fusion network for local and global features extraction for hyperspectral image classification	18
RAGCap: retrieval-augmented generation for style-aware remote sensing image captioning without fine-tuning	18
Improving terrestrial solar-induced chlorophyll fluorescence (SIF) reconstruction through multi-satellite-derived SIF integration: a comparative study in regional scale	18
U-HRNet+: a real-time precipitation estimation method based on the fusion of temporal and spatial domain features	18
Assessing the extent of land degradation in the eThekwini municipality using land cover change and soil organic carbon	17
Robust extended Cubature Kalman multi-Bernoulli filter for joint detection and tracking ISAR images of small UAVs	17
Upscaling UAV and Lidar-derived forest gap area and edge length extractions using radar and optical sentinel images	17
A multi-view ensemble model based on semi-supervised feature learning for small sample classification of PolSAR images	16
Interactive Siamese spatial-Spectral cross-layer fusion transformer for hyperspectral image change detection	16
A multitemporal snow-covered remote sensing image matching method considering global and contextual features	16
Multi-scale attention fusion network for semantic segmentation of remote sensing images	16
Mapping off-road tracks and animal paths in protected areas using high-resolution GeoEye-1 panchromatic satellite imagery	16
Cloud removal using scattering model and evaluation via semi-realistic simulation	16
Spatiotemporal trends in columnar atmospheric pollutants around Hazrat Shahjalal International Airport using satellite remote sensing	16
UNet-GCViT: a UNet-based framework with global context vision transformer blocks for building damage detection	15
Evaluation of Spire GNSS-R reflectivity from multiple GNSS constellations for soil moisture estimation	15
Adaptive hybrid pansharpening: a novel approach for combining two methods to achieve superior pansharpening performance	15
Open set classification of Hyperspectral images with energy models	15

High resolution C-band SAR backscatter response to peatland water table depth and soil moisture: a laboratory experiment	15
Building profile reconstruction based on double subspace TomoSAR	15
Evaluation of ACOLITE atmospheric correction methods for Landsat-8 and Sentinel-2 in the Río de la Plata turbid coastal waters	15
Summer daily dynamics of the vertical structure of atmospheric aerosol over Baikal coastal area from ground-based lidar measurements	15
A novel spaceborne ISAR imaging approach for space target with high-order translational motion compensation and spatial variant MTRC correction	15
Hyperspectral linear unmixing based on collaborative sparsity and multi-band non-local total variation	15
MGDIN: Detail Injection Network for HSI and MSI Fusion Based on Multiscale and Global Contextual Features	15
Evaluation of Oceansat-3 gridded wind accuracy for low to extreme wind speed conditions	15
Estimating forest height and above-ground biomass in tropical forests using P-band TomoSAR and GEDI observations	15
On-Orbit Absolute Radiometric Calibration and Uncertainty Analysis of OCM2 Sensor onboard Oceansat-2 Satellite	15
Optimizing crop monitoring: mapping cultivation stages and types with sentinel-1/2 and random forest algorithm	15
Managing methane concentrations in western Canada: climate actions towards a net-zero target	15
ESDSCNet: an enhanced shallow feature difference and semantic context network for remote sensing change detection: with building change detection as a case	15
Correction	15
Long-term Detection and Spatiotemporal variation of water bodies in Hubei province from 1991 to 2022	15
Predicting leaf nitrogen content of coffee trees using the canopy hyperspectral reflectance feature bands, vegetation index and machine learning	15
An EEMD-SVD method based on gray wolf optimization algorithm for lidar signal noise reduction	15
Sea-level rise in Southeast Asia: a review of the factors, and the observed rates from tide gauge, satellite altimeters and assimilated data techniques	14
Numerical simulation of the infrared signatures of an underwater vehicle’s thermal wakes on the sea surface under low sea conditions	14
A comprehensive investigation of image fusion methods for spatial enhancement of hyperspectral images	14
U-shaped pyramid dense residual network for pansharpening	14
Multigraph approximate-representation learning for hyperspectral band selection	14
Snowmelt detection on the Antarctic ice sheet surface based on XPGR with improved ant colony algorithm	14
Estimation of Regional Evapotranspiration Based on the Decouple Model and Remote Sensing Information ——a Case Study in Beijing City and Nearby Region	14
Feasibility study of forest wood-boring pest detection base on hyperspectral LiDAR	14
Local and nonlocal structural differences for SAR image change detection	14
Scale transfer learning of hyperspectral prediction model of heavy metal content in maize: From laboratory to satellite	14
MambaFuse: a novel framework for pansharpening	14
Evaluating individual tree metrics calculated from unmanned aerial vehicle laser scanning as input to a conventional growth and yield model	14
Integrating UAV, Sentinel-2, and ALOS PALSAR-2 data for improving above-ground biomass estimation in Miombo woodlands using machine learning algorithms	14
Estimating soil organic carbon using UAV and Sentinel-2 images and multilayer perceptron regression in Coastal Wetland	14
Graph neural network-based remote target classification in hyperspectral imaging	14
Detection of pine wilt disease across early, middle, and late stages using dual-scale interaction method	14
Tree barriers height information extraction under power line based on watershed segmentation and local maximum algorithm	14
Modeling drivers of satellite-derived net primary productivity: inclusion of non-vegetated areas can be potential source of error	14
An algorithm combining InSAR-derived ground deformation with Okada dislocation model for underground coal fire localization	14
Segmented continuously varying pulse interval sequence design for extremely high-resolution spaceborne sliding spotlight SAR	14
On some features of diurnal dynamics of solonchak emissivity in summer	13
Automatic analysis of UAS-based thermal images to detect leakages in district heating systems	13
Cloud detection from Himawari-8 spectral images using K-means++ clustering with the convolutional module	13
How well do 13 satellite-derived precipitation products capture the temporal and spatial variations of precipitation over Chinese mainland?	13
Random augmentation pipe for hyperspectral image classification with few samples	13
Deep spatio-textural feature driven multi-constraints pool-based active learning model for resource-efficient big earth observations	13
Identifying wildfires with convolutional neural networks and remote sensing: application to Amazon Rainforest	13
Two-stage fusion strategy and residual shrinkage capsule network for SAR image change detection	13
Windthrow damage detection in Nordic forests by 3D reconstruction of very high-resolution stereo optical satellite imagery	13
Pyramidal and conditional convolution attention network for hyperspectral image classification using limited training samples	13
Optimized complex object classification model: reconstructing the ISAR image of a hypersonic vehicle covered with a plasma sheath using a U-WGAN-GP framework	13
Use of Argentine SAOCOM SAR polarimetric L-band satellites for classification of arid and semiarid native forests	13
Foliar trait retrieval models based on hyperspectral satellite imagery perform well in a biodiversity hotspot of the SE Ecuadorian Andes	13
Combining low-rank constraint for similar superpixels and total variation sparse unmixing for hyperspectral image	13
SuperPCA and 2-D compact variational mode decomposition for feature extraction from hyperspectral images	13
Research on semantic segmentation algorithm of high latitude urban river ice based on deep transfer learning	13
Effect of high-resolution satellite and UAV imagery plot pixel resolution in wheat crop yield prediction	13
Cooperation of multi-task segmentation and a graph convolutional network for object vector boundary extraction in remote-sensing imagery	13
Satellite-based monitoring of NO₂ concentrations over thermal power plants around Delhi and assessing their role in Delhi air pollution	13
A non-local constraint smooth rank approximation with multi-mode gradient sparsity prior for hyperspectral image denoising and destriping	13
Remote sensing image destriping with two-stage image decomposition network	13
Effect of shade on simultaneous estimation of non-photosynthetic and photosynthetic vegetation cover using the NDVI-NSSI normalized difference triangular space	12
Reconstruction of hourly sea surface temperature based on FY-4B AGRI	12
Hyperspectral band selection integrating correlation structure and volume criterion	12
An optimum datasets analysis for monitoring crops using remotely sensed Sentinel-1A SAR data	12
Combining CERES-Wheat model, Sentinel-2 data, and deep learning method for winter wheat yield estimation	12
Comparative research on multi-algorithm of soil salinity monitoring based on Gaofen-5, Sentinel-1, and Sentinel-2	12
Weighted residual self-attention graph-based transformer for spectral–spatial hyperspectral image classification	12
Edge-enhanced efficient network for remote sensing image super-resolution	12
CTNet: an efficient coupled transformer network for robust hyperspectral unmixing	12
Remote sensing building damage assessment with a multihead neighbourhood attention transformer	12
F2BFE: development of feature-based building footprint extraction by remote sensing data and GEE	12
Evaluating the capabilities of high-resolution PlanetScope and Sentinel-2 images for mapping burned area and vegetation regrowth in Indonesia’s savannas	12
On the extraction of the reservoirs’ waterline using polarimetric X-band SAR measurements: the case study of the San Giuliano reservoir, Italy	12
Enhancing peatland monitoring through multisource remote sensing: optical and radar data applications	12
An efficient in-season crop mapping using Sentinel-2 imagery and transformer-based semantic segmentation in Andhra Pradesh, India	12
A novel geometric feature-based wood-leaf separation method for large and crown-heavy tropical trees using handheld laser scanning point cloud	12
Multi scale feature extraction network with machine learning algorithms for water body extraction from remote sensing images	11
Xcep-Dense: a novel lightweight extreme inception model for hyperspectral image classification	11
Uncertainty estimation in geostationary ocean color imager (GOCI) bio-optical products for detecting diurnal variability in coastal water	11
Satellite remote sensing-based crop cover classification over Europe: accuracy of different methodological approaches	11
Study of the differences among hyperspectral estimation models under different measurement light source conditions	11
Hyper-spectral image compression based on band selection and slant Haar type orthogonal transform	11

Assessing phosphorus nutritional status in maize plants using leaf-based hyperspectral measurements and multivariate analysis	11
Retrieval of upper stratospheric ozone profiles from SCIAMACHY Hartley-Huggins limb scatter spectra using WMART	11
Wind speed retrieval approach for VV-polarized synthetic aperture radar during tropical cyclone based on XGBoost model	11
The comparison between single-point method and footprint-integrated validation method of the remote-sensing retrieval of evapotranspiration: a case study at Daman site	11
Aerosol optical depth retrieval using scaled digital number (DN) values of multi-spectral satellite and a generating adversarial model based on deep learning application	11
Detection and characterization of scale-invariant behaviour and stochastic downscaling of terrestrial water storage anomalies from GRACE and GPS	11
A spatiotemporal collaborative approach for precise crop planting structure mapping based on multi-source remote-sensing data	11
Adaptive neighbourhood recovery method for machine learning based 3D point cloud classification	11
Aboveground biomass in semiarid ecosystems: machine learning estimation with drone-taken remote sensing data	11
Evaluation of red-edge features for identifying subtropical tree species based on Sentinel-2 and Gaofen-6 time series	11
Hyperspectral images classification of small sample based on the strategy of sample enlargement by superpixel pair method	11
A comprehensive review of synthetic image generation methods in remote sensing	11
Spatiotemporal variability of photosynthetic and non-photosynthetic vegetation under climate change in arid and semiarid regions in China	11
A fast and accurate parametric model of estimating thermal infrared atmospheric parameters: a case study for LANDSAT 8 TIRS sensor	11
Automatic detection and tracking polar lows from synthetic aperture radar and radiometer observations	11
Observation of radial velocity along the Yangtze River based on sentinel-1A	11
Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models	10
High-resolution global water body datasets underestimate the extent of small rivers	10
eDNA biodiversity from space: predicting soil bacteria and fungi alpha diversity in forests using DESIS satellite remote sensing	10
Mapping of paddy field by Sentinel-1 SAR images and cadastre data in Yunlin, Taiwan	10
Advancing soil moisture retrieval from SAR data using meta-heuristic optimization XGBoost and SHAP analysis	10
Development of adaptive phenology metrics based on MODIS albedo and temperature observations and its global-scale assessment for glacier mass balance monitoring	10
A new model based on multi-aspect images and complex-valued neural network for synthetic aperture radar automatic target recognition	10
Machine learning and deep learning approaches for soil classification: methods, challenges, and future prospects	10
Effect of temperature and pH on the Millepora alcicornis and Mussismilia harttii corals in light of a spectral reflectance response	10
Spatial-frequency interaction and imitation learning decoupled head network for remote sensing forest flame detection	10
Massive SST-front anomaly in the tip of Sumatra waters triggered by extreme positive IOD 2019 event	10
BCD-Net: building change detection based on fully scale connected U-Net and subpixel convolution	10
A multi-scale context-aware and batch-independent lightweight network for green tide extraction from SAR images	10
Unsupervised annual change detection from optical-SAR fused satellite image time-series using 3D-CAE	10
Study of effects of different vegetation model parameter settings on quantitative CFD simulation of urban spatial air temperature and wind-field	10
Satellite rainfall bias correction incorporating effects on simulated crop water requirements	10
A bayesian inference approach for reducing inter-investigator variability in sampling-based land cover classification	10
Estimating soil organic carbon levels in cultivated soils from satellite image using parametric and data-driven methods	10
Habitat modelling of escolar fish ( Lepidocybium flavobrunneum , Smith 1843) in the southwestern Indian Ocean using remote sensing data	10
Hyperspectral and multispectral image fusion via residual selective kernel attention-based U-net	10
Research on all-day water vapour profile retrieval method based on lidar data and machine learning algorithm	10
Hyperspectral Inversion of Li 2 O Content in Clay Lithium Ore Cores Based on FOD and GA-XGBoost	10
Research on the Effects of Detector Shape on Spectral Calibration of Infrared Hyperspectral Interferometer Based on Simulation Data	9
Present knowledge and future challenges in remote sensing for soil salinization monitoring: a review of bibliometric analysis	9
CloudRaednet: residual attention-based encoder–decoder network for ground-based cloud images segmentation in nychthemeron	9
The possible contribution of marine heatwaves on the declining healthy coral reef cover in Nusa Dua, Bali	9
AMENet: a semantic segmentation framework for multimodal remote sensing lithology scene images	9
Multitemporal sentinel-1 SAR data sensitivity analysis at phenological growth stages of green gram	9
Suitability of Sentinel-3 chlorophyll a products based on optical water types	9
A novel multi-attention fusion network with dilated convolution and label smoothing for remote sensing image retrieval	9
Spectral-spatial-sparse unmixing with superpixel-oriented graph Laplacian	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
Correction of systematic image misalignment in direct georeferencing of UAV multispectral imagery	9
Monitoring of a landmark bridge using SAR interferometry coupled with engineering data and forensics	9
Comparison of contrasting optical and LiDAR fire severity remote sensing methods in a heterogeneous forested landscape in south-eastern Australia	9
Improving post-fire GEDI canopy height accuracy and canopy height mapping through convolutional neural network model	9
Resolution reconstruction classification: fully octave convolution network with pyramid attention mechanism for hyperspectral image classification	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
Enhancing precision in coastal dunes vegetation mapping: ultra-high resolution hierarchical classification at the individual plant level	9
Dual-strategy semi-supervised learning method based on GAN for recognition of tomato leaf diseases	9
Ground-based measurements of HF and HCl total columns in atmosphere near Saint Petersburg (2009–2023)	9
Evaluation and optimal selection of Dunhuang radiometric calibration site based on OLI/Landsat 8 and MSI/Sentinel 2 data	9
Enhanced TomoSAR imaging method with complex least squares for 3D building reconstruction	9
Location-aware multi-code generator for remote sensing scene classification	9
RMRN-DETR: regression-optimized remote sensing image detection network based on multi-dimensional real-time detection and domain adaptation	9
GCN-based multi-scale dual fusion for remote sensing building change detection	9
Image segmentation and knowledge graph based prototype for ground object interpretation on coastal high resolution remote sensing imagery	9
Wetland mapping in the Liaohe River Estuary using multi-source remote sensing image feature selection	9
Feature enhancement network for cloud removal in optical images by fusing with SAR images	9
A cross-channel multi-scale gated fusion network for recognizing construction and demolition waste from high-resolution remote sensing images	9
Automatic detection of beacon towers in historical aerial images using improved FCOS	9
Interaction of a UWB impulse with a layer of sandy soil, having a rough upper boundary	9
Vector-Quantized Variational AutoEncoder for pansharpening	8
Mapping biological soil crusts in a Hawaiian dryland	8
MPFFNet: LULC classification model for high-resolution remote sensing images with multi-path feature fusion	8
TROG: a fast and robust scene-matching algorithm for geo-referenced images	8
Classification of tree forms in aerial LiDAR point clouds using CNN for 3D tree modelling	8
Development of new spectral indices for mapping of crop residue burning using satellite remote sensing	8
Enhanced crop classification through integrated optical and SAR data: a deep learning approach for multi-source image fusion	8
Adaptive weighted learning for vegetation contribution in soil moisture inversion using PolSAR data	8
A new approach to estimate daily evapotranspiration, based on Landsat data and FAO56 principles	8
Tropical cyclone tracking from geostationary infrared satellite images using deep learning techniques	8
Unsupervised global-local domain adaptation with self-training for remote sensing image semantic segmentation	8
Vision transformer-based feature harmonization network for fine-resolution land cover mapping	8
On the distinction of seasonal internal solitary waves characteristics in the Lombok Strait based on multi-satellite data	8
Hyperspectral images reconstruction based on multi-angle hybrid tensor rank and gradient sparsity	8
Improving photosynthetic pigment Estimation in leaves using low-order fractional derivative spectral indices: development and validation of synthetic and experimental data	8
Fused RetinaNet for small target detection in aerial images	8
Sea clutter prediction based on fusion of Fourier transform and graph neural network	8
Two-layer contrastive learning based on hard positive samples for hyperspectral images	8
Spatial distribution prediction model for lake water quality parameters from ultra-sparse sampling data with recent satellite data	8
Object Detection Method for High Resolution Remote Sensing Imagery Based on Convolutional Neural Networks with Optimal Object Anchor Scales	8
Data homogeneity impact in tree species classification based on Sentinel-2 multitemporal data case study in central Sweden	8
Improving reverse time migration of ground-penetrating radar under zero-time imaging conditions using cross-correlation superposition projection	8
OLOD: a new UAV dataset and benchmark for single tiny object tracking	8
Analysis of Doppler spectrum of a spaceborne Doppler scatterometer using an echoed signal simulation model	8
On the selection of multi-satellite altimetry for empirical tide modelling over Indonesia	8
Convolutional transformer attention network with few-shot learning for grassland degradation monitoring using UAV hyperspectral imagery	8
A field UAV system (FUAS) with dual spectrometers for BRDF measurement	8