International Journal of Remote Sensing

Article	Citations
Hyperspectral anomaly detection based on score-guided cooperative autoencoders	131
Hyperspectral prediction model of soil Cu content based on WOA-SPA algorithm	82
Preface: the role of space ocean science and technology towards sustainable development goal	66
Simulation of canopy urban heat island at a block scale based on local climate zones and urban weather generator: a case study of Beijing	63
Prediction of low Zn concentrations in soil from mountainous areas of central Yunnan Province using a combination of continuous wavelet transform and Boruta algorithm	57
Angular variation of SAR polarimetric parameters over multiyear ice	52
A deep learning based oil spill detector using Sentinel-1 SAR imagery	51
Multi-radar data fusion for maritime moving target detection based on three-dimensional sliding window	48
A new algorithm for mapping large inland water bodies using CYGNSS	47
Linking historical vegetation changes to bamboo monodominance via multi-source remote sensing	47
Learning from Data for Remote Sensing Image Analysis	39
Based on NRCS and the Doppler centroid anomaly in SAR images to retrieve the nearshore bathymetry	38
Polarimetric SAR descriptor to map coexisting heterogeneous paddy phenology in the coastal delta using single-date SLC and GRD products of Sentinel-1	37
Estimation of downwelling surface longwave radiation for all-weather skies from FengYun-4A geostationary satellite data	36
Shrinking Coastlines: Use of uncrewed aerial systems to map and monitor rocky intertidal habitats	32
Monitoring of geohazards using differential interferometric satellite aperture radar in Australia	31
Cross-modal fusion for joint classification of hyperspectral and LiDAR images	30
Stratified diagnosis of cotton canopy spectral characteristics based on CWT-SPA and its relationship with moisture, nitrogen, and SPAD values	30
Estimating canopy parameters of winter wheat at different stages using hyperspectral data combined with soil variables	29
Analysis and compensation of stop-and-go approximation in high-resolution spaceborne synthetic aperture radar	29
Impact of 2015–2016 El Niño on phytoplankton size class distribution during the summer and winter monsoon in the Arabian Sea	28
Automated remote sensing tools to counter illicit maritime activity: vessel detection, bathymetry and topography from WorldView imagery	28
GOCI-II based sea surface salinity estimation using machine learning for the first-year summer	28
The optimization of marine geoid model from altimetry data using Least Squares Stokes modification approach with additive corrections across Malaysia	28
Chlorophyll- a dynamics in the lower Amazon River: insights from in situ and hyperspectral remote sensing	27

Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery	26
An end-to-end active learning framework for limited labelled hyperspectral image classification	26
A new method for retrieving urban heat island intensity using GNSS-derived ZTD and atmospheric empirical model	26
FV-DLV3+: a light-weight flooded vegetation extraction method with attention-based DeepLabv3+	26
Chemical composition of aerosols over the Bay of Bengal based on global reanalyses data and on-board ship measurements	25
Diagnosis of the accuracy of land cover classification using bootstrap resampling	25
Stress detection in vegetation based on remotely sensed light absorption coefficient	25
Soil moisture mapping from SMOS: evaluating the accuracy of the operational product in a Mediterranean setting	25
Automatic registration framework for multi-platform point cloud data in natural forests	24
The optimization of XGBoost model and its application in PM 2.5 concentrations estimation based on MODIS data in the Guanzhong region, China	24
Shadow-aware terrain correction for karst landforms using remote sensing data	24
Enhancing masked autoencoders with kolmogorov-arnold networks and metric learning for robust hyperspectral analysis	22
Evaluation of L-band GPS signal attenuation to multiple vegetations using ground-based measurements	22
Multi-task deep learning for quantifying methane emissions from 2-D plume imagery with Low Signal-to-Noise Ratio	22
Advancing regional satellite-based assessment of phytoplankton size structure in a subtropical Bight	22
Automated ocean front feature mapping using Sentinel-1 with examples from the Gulf Stream	21
MIRACLE: multi-satellite Island image registration using anisotropic coherence locality enhanced nonlinear diffusion and Mahalanobis distance guided marginalization	21
Volume imaging of aspect sensitivity in VHF radar backscatters: first results inferred from the Advanced Indian MST radar (AIR)	21
Cloud base height variability observed using a Laser-Based Ceilometer over a tropical station Pune, India	20
The role of remote sensing in species distribution models: a review	20
Global offshore wind turbine detection: a combined application of deep learning and Google earth engine	20
Analysis of image-to-image registration performance of multitemporal KOMPSAT-3∙3A imagery with respect to convergence angle	20
Comparing field measurements and annotations as training data for UAV-based detection of standing dead trees in coniferous forest	20
Potentiality of ultraspectral sensor in biophysical and biochemical vegetation parameter inversion	20
Generalized iterative sparse asymptotic minimum variance-based approach for SAR imaging	20
Mapping cropland use changes in the Guanzhong Plain of China based on a two-level classification framework	19
Self-supervised spatial-spectral transformer with Extreme Learning Machine for Hyperspectral Image Classification	19
Predicting leaf nitrogen content of coffee trees using the canopy hyperspectral reflectance feature bands, vegetation index and machine learning	19
Multiple snapshot RFI localization fusion algorithm based on Gaussian process regression	19
A multi-pathway feature engineering framework for total phosphorus retrieval from field hyperspectral data: a case study of Dianshan Lake	19
A subspace-based total variation regularization for sparse hyperspectral image unmixing	18
Optimizing crop monitoring: mapping cultivation stages and types with sentinel-1/2 and random forest algorithm	18
A multitemporal snow-covered remote sensing image matching method considering global and contextual features	18
Dual-branche attention network for super-resolution of remote sensing images	18
ESDSCNet: an enhanced shallow feature difference and semantic context network for remote sensing change detection: with building change detection as a case	18
Interactive Siamese spatial-Spectral cross-layer fusion transformer for hyperspectral image change detection	18
U-HRNet+: a real-time precipitation estimation method based on the fusion of temporal and spatial domain features	18
Multi-scale attention fusion network for semantic segmentation of remote sensing images	17
Improving terrestrial solar-induced chlorophyll fluorescence (SIF) reconstruction through multi-satellite-derived SIF integration: a comparative study in regional scale	17
Cloud removal using scattering model and evaluation via semi-realistic simulation	17
Fusion network for local and global features extraction for hyperspectral image classification	17
Time-series polarimetric bistatic scattering decomposition using comprehensive modified first-order radiative transfer model at C-band for vegetative terrain and validation	17
Managing methane concentrations in western Canada: climate actions towards a net-zero target	17
Spatiotemporal trends in columnar atmospheric pollutants around Hazrat Shahjalal International Airport using satellite remote sensing	17
A meta-methodology for preserving narrow objects when using spatial contextual classifiers for remote sensing data	17
Upscaling UAV and Lidar-derived forest gap area and edge length extractions using radar and optical sentinel images	17
A novel spaceborne ISAR imaging approach for space target with high-order translational motion compensation and spatial variant MTRC correction	17
A multi-view ensemble model based on semi-supervised feature learning for small sample classification of PolSAR images	16
RAGCap: retrieval-augmented generation for style-aware remote sensing image captioning without fine-tuning	16
High resolution C-band SAR backscatter response to peatland water table depth and soil moisture: a laboratory experiment	16

MFFC-SDN: multi-level feature fusion codec-based ship detection network in SAR images	16
Robust extended Cubature Kalman multi-Bernoulli filter for joint detection and tracking ISAR images of small UAVs	16
High-resolution feature pyramid attention network for high spatial resolution images land-cover classification in arid oasis zones	16
UNet-GCViT: a UNet-based framework with global context vision transformer blocks for building damage detection	16
Evaluation of Spire GNSS-R reflectivity from multiple GNSS constellations for soil moisture estimation	16
Edge-guided progressive feature complementary network for visible–infrared remote sensing object detection	16
The 212.5 MHz Gauhati University stratosphere troposphere radar: system description and first few observations	16
Mapping off-road tracks and animal paths in protected areas using high-resolution GeoEye-1 panchromatic satellite imagery	16
Assessing the extent of land degradation in the eThekwini municipality using land cover change and soil organic carbon	16
Estimating forest height and above-ground biomass in tropical forests using P-band TomoSAR and GEDI observations	16
Estimation of Regional Evapotranspiration Based on the Decouple Model and Remote Sensing Information ——a Case Study in Beijing City and Nearby Region	15
On-Orbit Absolute Radiometric Calibration and Uncertainty Analysis of OCM2 Sensor onboard Oceansat-2 Satellite	15
Segmented continuously varying pulse interval sequence design for extremely high-resolution spaceborne sliding spotlight SAR	15
U-shaped pyramid dense residual network for pansharpening	15
Tree barriers height information extraction under power line based on watershed segmentation and local maximum algorithm	15
Long-term Detection and Spatiotemporal variation of water bodies in Hubei province from 1991 to 2022	15
Snowmelt detection on the Antarctic ice sheet surface based on XPGR with improved ant colony algorithm	15
A comprehensive investigation of image fusion methods for spatial enhancement of hyperspectral images	15
Multigraph approximate-representation learning for hyperspectral band selection	15
Building profile reconstruction based on double subspace TomoSAR	15
Year (2024–25)-bound assessment of PM and Black Carbon variability over historic city in India: insights from ground-based measurements and satellite data	15
MambaFuse: a novel framework for pansharpening	15
Detection of pine wilt disease across early, middle, and late stages using dual-scale interaction method	14
Superpixel-based radial basis function canonical correlation analysis for land cover segmentation	14
Graph neural network-based remote target classification in hyperspectral imaging	14
Numerical simulation of the infrared signatures of an underwater vehicle’s thermal wakes on the sea surface under low sea conditions	14
Summer daily dynamics of the vertical structure of atmospheric aerosol over Baikal coastal area from ground-based lidar measurements	14
Local and nonlocal structural differences for SAR image change detection	14
An algorithm combining InSAR-derived ground deformation with Okada dislocation model for underground coal fire localization	14
PGC-NeRF: probabilistic and geometric constraint-driven neural radiance fields for enhanced 3D reconstruction	14
Estimating soil organic carbon using UAV and Sentinel-2 images and multilayer perceptron regression in Coastal Wetland	14
Open set classification of Hyperspectral images with energy models	14
Research on semantic segmentation algorithm of high latitude urban river ice based on deep transfer learning	14
Modeling drivers of satellite-derived net primary productivity: inclusion of non-vegetated areas can be potential source of error	14
An EEMD-SVD method based on gray wolf optimization algorithm for lidar signal noise reduction	13
Integrating UAV, Sentinel-2, and ALOS PALSAR-2 data for improving above-ground biomass estimation in Miombo woodlands using machine learning algorithms	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
Automatic analysis of UAS-based thermal images to detect leakages in district heating systems	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
Correction	13
Cloud detection from Himawari-8 spectral images using K-means++ clustering with the convolutional module	13
Hyperspectral inversion method of garlic LAI based on multi-scale spectral decomposition and differentiated feature selection	13
Multi-scale dual-domain fusion net based on improved transformer for unsupervised spectral reconstruction	13
Evaluation of Oceansat-3 gridded wind accuracy for low to extreme wind speed conditions	13
Adaptive hybrid pansharpening: a novel approach for combining two methods to achieve superior pansharpening performance	13
Effect of high-resolution satellite and UAV imagery plot pixel resolution in wheat crop yield prediction	13
Crop presence and growth-stage mapping in a tropical smallholder setting in Hawai‘i with PlanetScope time series	13
Evaluating individual tree metrics calculated from unmanned aerial vehicle laser scanning as input to a conventional growth and yield model	13
Feasibility study of forest wood-boring pest detection base on hyperspectral LiDAR	13
MGDIN: Detail Injection Network for HSI and MSI Fusion Based on Multiscale and Global Contextual Features	13
Wind speed retrieval approach for VV-polarized synthetic aperture radar during tropical cyclone based on XGBoost model	12
Effect of shade on simultaneous estimation of non-photosynthetic and photosynthetic vegetation cover using the NDVI-NSSI normalized difference triangular space	12
Combining low-rank constraint for similar superpixels and total variation sparse unmixing for hyperspectral image	12
An efficient in-season crop mapping using Sentinel-2 imagery and transformer-based semantic segmentation in Andhra Pradesh, India	12
Foliar trait retrieval models based on hyperspectral satellite imagery perform well in a biodiversity hotspot of the SE Ecuadorian Andes	12
Scale transfer learning of hyperspectral prediction model of heavy metal content in maize: From laboratory to satellite	12
Hyperspectral images classification of small sample based on the strategy of sample enlargement by superpixel pair method	12
Deep spatio-textural feature driven multi-constraints pool-based active learning model for resource-efficient big earth observations	12
Reconstruction of hourly sea surface temperature based on FY-4B AGRI	12
Aboveground biomass in semiarid ecosystems: machine learning estimation with drone-taken remote sensing data	12
Remote sensing image destriping with two-stage image decomposition network	12
Retrieval of upper stratospheric ozone profiles from SCIAMACHY Hartley-Huggins limb scatter spectra using WMART	12
SuperPCA and 2-D compact variational mode decomposition for feature extraction from hyperspectral images	12
CTNet: an efficient coupled transformer network for robust hyperspectral unmixing	12
Two-stage fusion strategy and residual shrinkage capsule network for SAR image change detection	12
Satellite-based monitoring of NO₂ concentrations over thermal power plants around Delhi and assessing their role in Delhi air pollution	12
Cooperation of multi-task segmentation and a graph convolutional network for object vector boundary extraction in remote-sensing imagery	11
Retrieval of sea surface remote sensing reflectance using atmospheric reanalysis data	11
Hyperspectral band selection integrating correlation structure and volume criterion	11
Evaluating the capabilities of high-resolution PlanetScope and Sentinel-2 images for mapping burned area and vegetation regrowth in Indonesia’s savannas	11
A novel geometric feature-based wood-leaf separation method for large and crown-heavy tropical trees using handheld laser scanning point cloud	11
On some features of diurnal dynamics of solonchak emissivity in summer	11
Edge-enhanced efficient network for remote sensing image super-resolution	11
Multi scale feature extraction network with machine learning algorithms for water body extraction from remote sensing images	11
An optimum datasets analysis for monitoring crops using remotely sensed Sentinel-1A SAR data	11
F2BFE: development of feature-based building footprint extraction by remote sensing data and GEE	11
Identifying wildfires with convolutional neural networks and remote sensing: application to Amazon Rainforest	11
Remote sensing building damage assessment with a multihead neighbourhood attention transformer	11
Weighted residual self-attention graph-based transformer for spectral–spatial hyperspectral image classification	11

Adaptive neighbourhood recovery method for machine learning based 3D point cloud classification	11
Enhancing peatland monitoring through multisource remote sensing: optical and radar data applications	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
ForestResU-Net: a hybrid deep learning model for low-resolution forest segmentation using digital orthophotos and RGB imagery	11
A novel remote sensing index for monitoring shrub encroachment into grasslands	11
Beyond open water: mapping the spectral and hydrological limits of Pampean wetlands classification with Landsat time series	11
Satellite rainfall bias correction incorporating effects on simulated crop water requirements	10
Spatial-frequency interaction and imitation learning decoupled head network for remote sensing forest flame detection	10
Spatiotemporal variability of photosynthetic and non-photosynthetic vegetation under climate change in arid and semiarid regions in China	10
Comparative research on multi-algorithm of soil salinity monitoring based on Gaofen-5, Sentinel-1, and Sentinel-2	10
Random augmentation pipe for hyperspectral image classification with few samples	10
On the extraction of the reservoirs’ waterline using polarimetric X-band SAR measurements: the case study of the San Giuliano reservoir, Italy	10
Research on hyperspectral unmixing method based on global-local two-stream collaborative network	10
Hyper-spectral image compression based on band selection and slant Haar type orthogonal transform	10
Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models	10
A multi-scale context-aware and batch-independent lightweight network for green tide extraction from SAR images	10
Detection and characterization of scale-invariant behaviour and stochastic downscaling of terrestrial water storage anomalies from GRACE and GPS	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
A non-local constraint smooth rank approximation with multi-mode gradient sparsity prior for hyperspectral image denoising and destriping	10
Improving sea level retrieval accuracy based on the novel GNSS-IR altimetry azimuth optimization model	10
Uncertainty estimation in geostationary ocean color imager (GOCI) bio-optical products for detecting diurnal variability in coastal water	10
A fast and accurate parametric model of estimating thermal infrared atmospheric parameters: a case study for LANDSAT 8 TIRS sensor	10
Hyperspectral and multispectral image fusion via residual selective kernel attention-based U-net	10
A bayesian inference approach for reducing inter-investigator variability in sampling-based land cover classification	10
Multitemporal sentinel-1 SAR data sensitivity analysis at phenological growth stages of green gram	10
Mapping of paddy field by Sentinel-1 SAR images and cadastre data in Yunlin, Taiwan	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
Optimized complex object classification model: reconstructing the ISAR image of a hypersonic vehicle covered with a plasma sheath using a U-WGAN-GP framework	10
Xcep-Dense: a novel lightweight extreme inception model for hyperspectral image classification	10
A spatiotemporal collaborative approach for precise crop planting structure mapping based on multi-source remote-sensing data	10
Satellite remote sensing-based crop cover classification over Europe: accuracy of different methodological approaches	9
Development of adaptive phenology metrics based on MODIS albedo and temperature observations and its global-scale assessment for glacier mass balance monitoring	9
Feature enhancement network for cloud removal in optical images by fusing with SAR images	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
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
A coupled LSTM–XGBoost framework for daily estimation of Net ecosystem productivity using remote-sensing and environmental data	9
Enhancing precision in coastal dunes vegetation mapping: ultra-high resolution hierarchical classification at the individual plant level	9
Study of effects of different vegetation model parameter settings on quantitative CFD simulation of urban spatial air temperature and wind-field	9
Unsupervised annual change detection from optical-SAR fused satellite image time-series using 3D-CAE	9
Present knowledge and future challenges in remote sensing for soil salinization monitoring: a review of bibliometric analysis	9
A comprehensive review of synthetic image generation methods in remote sensing	9
BCD-Net: building change detection based on fully scale connected U-Net and subpixel convolution	9
GCN-based multi-scale dual fusion for remote sensing building change detection	9
A novel post-disaster damage assessment using generative AI: ground-level damage inference from aerial data after the 2023 Turkey Earthquakes	9
Habitat modelling of escolar fish ( Lepidocybium flavobrunneum , Smith 1843) in the southwestern Indian Ocean using remote sensing data	9
Estimating soil organic carbon levels in cultivated soils from satellite image using parametric and data-driven methods	9
Hyperspectral Inversion of Li 2 O Content in Clay Lithium Ore Cores Based on FOD and GA-XGBoost	9
Research on all-day water vapour profile retrieval method based on lidar data and machine learning algorithm	9
RMRN-DETR: regression-optimized remote sensing image detection network based on multi-dimensional real-time detection and domain adaptation	9
Improving post-fire GEDI canopy height accuracy and canopy height mapping through convolutional neural network model	9
Machine learning and deep learning approaches for soil classification: methods, challenges, and future prospects	9
Parcel-scale crop planting structure mapping using SegFormer and TWDTW in Changji, Xinjiang	9
Improving reverse time migration of ground-penetrating radar under zero-time imaging conditions using cross-correlation superposition projection	8
Few-shot remote sensing image segmentation based on label propagation and open-set domain adaptation	8
Reflectance spectra for identifying stress in different parts of leaf: a case study on oil palm seedlings	8
Study of the differences among hyperspectral estimation models under different measurement light source conditions	8
A field UAV system (FUAS) with dual spectrometers for BRDF measurement	8
Enhanced TomoSAR imaging method with complex least squares for 3D building reconstruction	8
Improving photosynthetic pigment Estimation in leaves using low-order fractional derivative spectral indices: development and validation of synthetic and experimental data	8
Correction of systematic image misalignment in direct georeferencing of UAV multispectral imagery	8
Two-layer contrastive learning based on hard positive samples for hyperspectral images	8
Data augmentation-based evidential generative adversarial network for open-set hyperspectral image classification	8
Impact of INSAT-3DR Sounder and Imager Clear Sky Brightness Temperature assimilation in the NCMRWF global NWP model	8
Image segmentation and knowledge graph based prototype for ground object interpretation on coastal high resolution remote sensing imagery	8
Advancing soil moisture retrieval from SAR data using meta-heuristic optimization XGBoost and SHAP analysis	8
Spectral-spatial-sparse unmixing with superpixel-oriented graph Laplacian	8
Interaction of a UWB impulse with a layer of sandy soil, having a rough upper boundary	8
On the selection of multi-satellite altimetry for empirical tide modelling over Indonesia	8
Enhanced crop classification through integrated optical and SAR data: a deep learning approach for multi-source image fusion	8
Dual-strategy semi-supervised learning method based on GAN for recognition of tomato leaf diseases	8
Vector-Quantized Variational AutoEncoder for pansharpening	8
A new model based on multi-aspect images and complex-valued neural network for synthetic aperture radar automatic target recognition	8
Hyperspectral images reconstruction based on multi-angle hybrid tensor rank and gradient sparsity	8
eDNA biodiversity from space: predicting soil bacteria and fungi alpha diversity in forests using DESIS satellite remote sensing	8
Wetland mapping in the Liaohe River Estuary using multi-source remote sensing image feature selection	8
Massive SST-front anomaly in the tip of Sumatra waters triggered by extreme positive IOD 2019 event	8
Suitability of Sentinel-3 chlorophyll a products based on optical water types	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
Sea clutter prediction based on fusion of Fourier transform and graph neural network	8
A new approach to estimate daily evapotranspiration, based on Landsat data and FAO56 principles	8
Classification of tree forms in aerial LiDAR point clouds using CNN for 3D tree modelling	8
Characterization of the Australia’s 2019 megafires: a remote-sensing perspective	8
A cross-channel multi-scale gated fusion network for recognizing construction and demolition waste from high-resolution remote sensing images	8
Semi-supervised contrastive learning for remote sensing: identifying ancient urbanization in the south-central Andes	8
Automatic detection and tracking polar lows from synthetic aperture radar and radiometer observations	8
Automatic detection of beacon towers in historical aerial images using improved FCOS	8
Perception Encoders: strong zero-shot learners for aerial video classification	8
High-resolution global water body datasets underestimate the extent of small rivers	8
CoAFNet: a correlation modelling and Attention Fusion Network for semantic change detection	8
Research on the Effects of Detector Shape on Spectral Calibration of Infrared Hyperspectral Interferometer Based on Simulation Data	8
Forest point cloud denoising method based on curvature and density	8
Estimation of leaf nitrogen content in winter wheat based on continuum removal and discrete wavelet transform	7
Ground-based measurements of HF and HCl total columns in atmosphere near Saint Petersburg (2009–2023)	7