International Journal of Remote Sensing

Article	Citations
Hyperspectral anomaly detection based on score-guided cooperative autoencoders	148
Learning from Data for Remote Sensing Image Analysis	82
Based on NRCS and the Doppler centroid anomaly in SAR images to retrieve the nearshore bathymetry	66
Polarimetric SAR descriptor to map coexisting heterogeneous paddy phenology in the coastal delta using single-date SLC and GRD products of Sentinel-1	63
Estimation of downwelling surface longwave radiation for all-weather skies from FengYun-4A geostationary satellite data	58
Shrinking Coastlines: Use of uncrewed aerial systems to map and monitor rocky intertidal habitats	57
Stratified diagnosis of cotton canopy spectral characteristics based on CWT-SPA and its relationship with moisture, nitrogen, and SPAD values	53
Hyperspectral prediction model of soil Cu content based on WOA-SPA algorithm	49
A new method for retrieving urban heat island intensity using GNSS-derived ZTD and atmospheric empirical model	47
Preface: the role of space ocean science and technology towards sustainable development goal	47
Estimating canopy parameters of winter wheat at different stages using hyperspectral data combined with soil variables	39
Automated remote sensing tools to counter illicit maritime activity: vessel detection, bathymetry and topography from WorldView imagery	39
The optimization of marine geoid model from altimetry data using Least Squares Stokes modification approach with additive corrections across Malaysia	39
A new algorithm for mapping large inland water bodies using CYGNSS	36
Linking historical vegetation changes to bamboo monodominance via multi-source remote sensing	32
An end-to-end active learning framework for limited labelled hyperspectral image classification	31
Chemical composition of aerosols over the Bay of Bengal based on global reanalyses data and on-board ship measurements	31
Chlorophyll- a dynamics in the lower Amazon River: insights from in situ and hyperspectral remote sensing	31
Multi-radar data fusion for maritime moving target detection based on three-dimensional sliding window	31
Analysis and compensation of stop-and-go approximation in high-resolution spaceborne synthetic aperture radar	30
Cross-modal fusion for joint classification of hyperspectral and LiDAR images	29
Multi-task deep learning for quantifying methane emissions from 2-D plume imagery with Low Signal-to-Noise Ratio	28
Evaluation of L-band GPS signal attenuation to multiple vegetations using ground-based measurements	28
Soil moisture mapping from SMOS: evaluating the accuracy of the operational product in a Mediterranean setting	28
Automatic registration framework for multi-platform point cloud data in natural forests	28

Advancing regional satellite-based assessment of phytoplankton size structure in a subtropical Bight	28
Shadow-aware terrain correction for karst landforms using remote sensing data	28
FV-DLV3+: a light-weight flooded vegetation extraction method with attention-based DeepLabv3+	27
Generalized iterative sparse asymptotic minimum variance-based approach for SAR imaging	27
Comparing field measurements and annotations as training data for UAV-based detection of standing dead trees in coniferous forest	27
Automated ocean front feature mapping using Sentinel-1 with examples from the Gulf Stream	26
Enhancing masked autoencoders with kolmogorov-arnold networks and metric learning for robust hyperspectral analysis	26
Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery	26
Volume imaging of aspect sensitivity in VHF radar backscatters: first results inferred from the Advanced Indian MST radar (AIR)	25
Stress detection in vegetation based on remotely sensed light absorption coefficient	24
Impact of 2015–2016 El Niño on phytoplankton size class distribution during the summer and winter monsoon in the Arabian Sea	24
MIRACLE: multi-satellite Island image registration using anisotropic coherence locality enhanced nonlinear diffusion and Mahalanobis distance guided marginalization	23
Diagnosis of the accuracy of land cover classification using bootstrap resampling	23
A deep learning based oil spill detector using Sentinel-1 SAR imagery	23
Potentiality of ultraspectral sensor in biophysical and biochemical vegetation parameter inversion	22
Mapping cropland use changes in the Guanzhong Plain of China based on a two-level classification framework	22
Analysis of image-to-image registration performance of multitemporal KOMPSAT-3∙3A imagery with respect to convergence angle	22
Global offshore wind turbine detection: a combined application of deep learning and Google earth engine	22
Cloud base height variability observed using a Laser-Based Ceilometer over a tropical station Pune, India	21
Self-supervised spatial-spectral transformer with Extreme Learning Machine for Hyperspectral Image Classification	20
Angular variation of SAR polarimetric parameters over multiyear ice	20
Simulation of canopy urban heat island at a block scale based on local climate zones and urban weather generator: a case study of Beijing	20
Prediction of low Zn concentrations in soil from mountainous areas of central Yunnan Province using a combination of continuous wavelet transform and Boruta algorithm	20
High-resolution feature pyramid attention network for high spatial resolution images land-cover classification in arid oasis zones	19
Leveraging Landsat, TERRACLIMATE, and SRTM-DEM data to model spatial patterns of unexpected drought at the Sahel/Sahara interface	19
The role of remote sensing in species distribution models: a review	19
A multi-pathway feature engineering framework for total phosphorus retrieval from field hyperspectral data: a case study of Dianshan Lake	19
GOCI-II based sea surface salinity estimation using machine learning for the first-year summer	19
Managing methane concentrations in western Canada: climate actions towards a net-zero target	19
Multiple snapshot RFI localization fusion algorithm based on Gaussian process regression	19
The optimization of XGBoost model and its application in PM 2.5 concentrations estimation based on MODIS data in the Guanzhong region, China	19
A meta-methodology for preserving narrow objects when using spatial contextual classifiers for remote sensing data	18
The 212.5 MHz Gauhati University stratosphere troposphere radar: system description and first few observations	18
U-HRNet+: a real-time precipitation estimation method based on the fusion of temporal and spatial domain features	18
Time-series polarimetric bistatic scattering decomposition using comprehensive modified first-order radiative transfer model at C-band for vegetative terrain and validation	18
A subspace-based total variation regularization for sparse hyperspectral image unmixing	18
Dual-branche attention network for super-resolution of remote sensing images	18
Robust extended Cubature Kalman multi-Bernoulli filter for joint detection and tracking ISAR images of small UAVs	17
Multi-scale attention fusion network for semantic segmentation of remote sensing images	17
RAGCap: retrieval-augmented generation for style-aware remote sensing image captioning without fine-tuning	17
Edge-guided progressive feature complementary network for visible–infrared remote sensing object detection	17
A novel spaceborne ISAR imaging approach for space target with high-order translational motion compensation and spatial variant MTRC correction	17
A multitemporal snow-covered remote sensing image matching method considering global and contextual features	16
Optimizing crop monitoring: mapping cultivation stages and types with sentinel-1/2 and random forest algorithm	16
Assessing the extent of land degradation in the eThekwini municipality using land cover change and soil organic carbon	16
Mitigating cloud effects in Sentinel-2 time-series image classification using PCA-enhanced imputation	16
High resolution C-band SAR backscatter response to peatland water table depth and soil moisture: a laboratory experiment	16
Interactive Siamese spatial-Spectral cross-layer fusion transformer for hyperspectral image change detection	16
Improving terrestrial solar-induced chlorophyll fluorescence (SIF) reconstruction through multi-satellite-derived SIF integration: a comparative study in regional scale	16
MFFC-SDN: multi-level feature fusion codec-based ship detection network in SAR images	16

Upscaling UAV and Lidar-derived forest gap area and edge length extractions using radar and optical sentinel images	16
Estimating forest height and above-ground biomass in tropical forests using P-band TomoSAR and GEDI observations	16
Predicting leaf nitrogen content of coffee trees using the canopy hyperspectral reflectance feature bands, vegetation index and machine learning	16
ESDSCNet: an enhanced shallow feature difference and semantic context network for remote sensing change detection: with building change detection as a case	16
An algorithm combining InSAR-derived ground deformation with Okada dislocation model for underground coal fire localization	15
Building profile reconstruction based on double subspace TomoSAR	15
Spatiotemporal trends in columnar atmospheric pollutants around Hazrat Shahjalal International Airport using satellite remote sensing	15
Evaluation of Spire GNSS-R reflectivity from multiple GNSS constellations for soil moisture estimation	15
A multi-view ensemble model based on semi-supervised feature learning for small sample classification of PolSAR images	15
Detection of pine wilt disease across early, middle, and late stages using dual-scale interaction method	15
Mapping off-road tracks and animal paths in protected areas using high-resolution GeoEye-1 panchromatic satellite imagery	15
UNet-GCViT: a UNet-based framework with global context vision transformer blocks for building damage detection	15
On-Orbit Absolute Radiometric Calibration and Uncertainty Analysis of OCM2 Sensor onboard Oceansat-2 Satellite	15
Open set classification of Hyperspectral images with energy models	15
Cloud removal using scattering model and evaluation via semi-realistic simulation	15
Long-term Detection and Spatiotemporal variation of water bodies in Hubei province from 1991 to 2022	15
Summer daily dynamics of the vertical structure of atmospheric aerosol over Baikal coastal area from ground-based lidar measurements	14
Feasibility study of forest wood-boring pest detection base on hyperspectral LiDAR	14
U-shaped pyramid dense residual network for pansharpening	14
Adaptive hybrid pansharpening: a novel approach for combining two methods to achieve superior pansharpening performance	14
Research on semantic segmentation algorithm of high latitude urban river ice based on deep transfer learning	14
How well do 13 satellite-derived precipitation products capture the temporal and spatial variations of precipitation over Chinese mainland?	14
Multigraph approximate-representation learning for hyperspectral band selection	14
Estimation of Regional Evapotranspiration Based on the Decouple Model and Remote Sensing Information ——a Case Study in Beijing City and Nearby Region	14
Correction	14
An EEMD-SVD method based on gray wolf optimization algorithm for lidar signal noise reduction	14
MambaFuse: a novel framework for pansharpening	14
Estimating soil organic carbon using UAV and Sentinel-2 images and multilayer perceptron regression in Coastal Wetland	14
Snowmelt detection on the Antarctic ice sheet surface based on XPGR with improved ant colony algorithm	14
Modeling drivers of satellite-derived net primary productivity: inclusion of non-vegetated areas can be potential source of error	13
Hyperspectral inversion method of garlic LAI based on multi-scale spectral decomposition and differentiated feature selection	13
Windthrow damage detection in Nordic forests by 3D reconstruction of very high-resolution stereo optical satellite imagery	13
Numerical simulation of the infrared signatures of an underwater vehicle’s thermal wakes on the sea surface under low sea conditions	13
Graph neural network-based remote target classification in hyperspectral imaging	13
Integrating UAV, Sentinel-2, and ALOS PALSAR-2 data for improving above-ground biomass estimation in Miombo woodlands using machine learning algorithms	13
Evaluation of Oceansat-3 gridded wind accuracy for low to extreme wind speed conditions	13
Evaluating individual tree metrics calculated from unmanned aerial vehicle laser scanning as input to a conventional growth and yield model	13
Superpixel-based radial basis function canonical correlation analysis for land cover segmentation	13
PGC-NeRF: probabilistic and geometric constraint-driven neural radiance fields for enhanced 3D reconstruction	13
Effect of high-resolution satellite and UAV imagery plot pixel resolution in wheat crop yield prediction	13
Scale transfer learning of hyperspectral prediction model of heavy metal content in maize: From laboratory to satellite	13
A comprehensive investigation of image fusion methods for spatial enhancement of hyperspectral images	13
Year (2024–25)-bound assessment of PM and Black Carbon variability over historic city in India: insights from ground-based measurements and satellite data	13
Tree barriers height information extraction under power line based on watershed segmentation and local maximum algorithm	12
Local and nonlocal structural differences for SAR image change detection	12
Automatic analysis of UAS-based thermal images to detect leakages in district heating systems	12
Hyperspectral images classification of small sample based on the strategy of sample enlargement by superpixel pair method	12
Sea-level rise in Southeast Asia: a review of the factors, and the observed rates from tide gauge, satellite altimeters and assimilated data techniques	12
Cloud detection from Himawari-8 spectral images using K-means++ clustering with the convolutional module	12
MGDIN: Detail Injection Network for HSI and MSI Fusion Based on Multiscale and Global Contextual Features	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
Segmented continuously varying pulse interval sequence design for extremely high-resolution spaceborne sliding spotlight SAR	12
Crop presence and growth-stage mapping in a tropical smallholder setting in Hawai‘i with PlanetScope time series	12
SuperPCA and 2-D compact variational mode decomposition for feature extraction from hyperspectral images	12
Wind speed retrieval approach for VV-polarized synthetic aperture radar during tropical cyclone based on XGBoost model	12
Multi-scale dual-domain fusion net based on improved transformer for unsupervised spectral reconstruction	12
Retrieval of sea surface remote sensing reflectance using atmospheric reanalysis data	11
An optimum datasets analysis for monitoring crops using remotely sensed Sentinel-1A SAR data	11
ForestResU-Net: a hybrid deep learning model for low-resolution forest segmentation using digital orthophotos and RGB imagery	11
Observation of radial velocity along the Yangtze River based on sentinel-1A	11
Cooperation of multi-task segmentation and a graph convolutional network for object vector boundary extraction in remote-sensing imagery	11
Aboveground biomass in semiarid ecosystems: machine learning estimation with drone-taken remote sensing data	11
Combining low-rank constraint for similar superpixels and total variation sparse unmixing for hyperspectral image	11
Enhancing peatland monitoring through multisource remote sensing: optical and radar data applications	11
An efficient in-season crop mapping using Sentinel-2 imagery and transformer-based semantic segmentation in Andhra Pradesh, India	11
Adaptive neighbourhood recovery method for machine learning based 3D point cloud classification	11
A novel geometric feature-based wood-leaf separation method for large and crown-heavy tropical trees using handheld laser scanning point cloud	11
F2BFE: development of feature-based building footprint extraction by remote sensing data and GEE	11
Multi scale feature extraction network with machine learning algorithms for water body extraction from remote sensing images	11
CTNet: an efficient coupled transformer network for robust hyperspectral unmixing	11
Foliar trait retrieval models based on hyperspectral satellite imagery perform well in a biodiversity hotspot of the SE Ecuadorian Andes	11
Reconstruction of hourly sea surface temperature based on FY-4B AGRI	11
Use of Argentine SAOCOM SAR polarimetric L-band satellites for classification of arid and semiarid native forests	11
Edge-enhanced efficient network for remote sensing image super-resolution	11
Beyond open water: mapping the spectral and hydrological limits of Pampean wetlands classification with Landsat time series	11
Hyperspectral band selection integrating correlation structure and volume criterion	11
Two-stage fusion strategy and residual shrinkage capsule network for SAR image change detection	11
Satellite-based monitoring of NO₂ concentrations over thermal power plants around Delhi and assessing their role in Delhi air pollution	11
Deep spatio-textural feature driven multi-constraints pool-based active learning model for resource-efficient big earth observations	11

Random augmentation pipe for hyperspectral image classification with few samples	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
On some features of diurnal dynamics of solonchak emissivity in summer	10
Effect of shade on simultaneous estimation of non-photosynthetic and photosynthetic vegetation cover using the NDVI-NSSI normalized difference triangular space	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 spatiotemporal collaborative approach for precise crop planting structure mapping based on multi-source remote-sensing data	10
A novel remote sensing index for monitoring shrub encroachment into grasslands	10
Improving sea level retrieval accuracy based on the novel GNSS-IR altimetry azimuth optimization model	10
Remote sensing building damage assessment with a multihead neighbourhood attention transformer	10
On the extraction of the reservoirs’ waterline using polarimetric X-band SAR measurements: the case study of the San Giuliano reservoir, Italy	10
A non-local constraint smooth rank approximation with multi-mode gradient sparsity prior for hyperspectral image denoising and destriping	10
Identifying wildfires with convolutional neural networks and remote sensing: application to Amazon Rainforest	10
Ground-based assessment of INSAT-3D cloud mask performance and Evaluation of cloud fraction characteristics over India: regional variability, periodicities and aerosol associations	10
Uncertainty estimation in geostationary ocean color imager (GOCI) bio-optical products for detecting diurnal variability in coastal water	10
Hyper-spectral image compression based on band selection and slant Haar type orthogonal transform	10
Weighted residual self-attention graph-based transformer for spectral–spatial hyperspectral image classification	10
Xcep-Dense: a novel lightweight extreme inception model for hyperspectral image classification	10
Comparative research on multi-algorithm of soil salinity monitoring based on Gaofen-5, Sentinel-1, and Sentinel-2	10
Evaluating the capabilities of high-resolution PlanetScope and Sentinel-2 images for mapping burned area and vegetation regrowth in Indonesia’s savannas	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
A fast and accurate parametric model of estimating thermal infrared atmospheric parameters: a case study for LANDSAT 8 TIRS sensor	10
Research on hyperspectral unmixing method based on global-local two-stream collaborative network	10
Detection and characterization of scale-invariant behaviour and stochastic downscaling of terrestrial water storage anomalies from GRACE and GPS	10
Improving post-fire GEDI canopy height accuracy and canopy height mapping through convolutional neural network model	9
Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models	9
A comprehensive review of synthetic image generation methods in remote sensing	9
Feature enhancement network for cloud removal in optical images by fusing with SAR images	9
Massive SST-front anomaly in the tip of Sumatra waters triggered by extreme positive IOD 2019 event	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 multi-scale context-aware and batch-independent lightweight network for green tide extraction from SAR images	9
Spatial-frequency interaction and imitation learning decoupled head network for remote sensing forest flame detection	9
Multitemporal sentinel-1 SAR data sensitivity analysis at phenological growth stages of green gram	9
BCD-Net: building change detection based on fully scale connected U-Net and subpixel convolution	9
Machine learning and deep learning approaches for soil classification: methods, challenges, and future prospects	9
A coupled LSTM–XGBoost framework for daily estimation of Net ecosystem productivity using remote-sensing and environmental data	9
Data augmentation-based evidential generative adversarial network for open-set hyperspectral image classification	9
Present knowledge and future challenges in remote sensing for soil salinization monitoring: a review of bibliometric analysis	9
AMENet: a semantic segmentation framework for multimodal remote sensing lithology scene images	9
Hyperspectral and multispectral image fusion via residual selective kernel attention-based U-net	9
A bayesian inference approach for reducing inter-investigator variability in sampling-based land cover classification	9
Spatiotemporal variability of photosynthetic and non-photosynthetic vegetation under climate change in arid and semiarid regions in China	9
The possible contribution of marine heatwaves on the declining healthy coral reef cover in Nusa Dua, Bali	9
Enhancing precision in coastal dunes vegetation mapping: ultra-high resolution hierarchical classification at the individual plant level	9
GCN-based multi-scale dual fusion for remote sensing building change detection	9
Impact of INSAT-3DR Sounder and Imager Clear Sky Brightness Temperature assimilation in the NCMRWF global NWP model	9
Research on all-day water vapour profile retrieval method based on lidar data and machine learning algorithm	9
Satellite rainfall bias correction incorporating effects on simulated crop water requirements	9
Unsupervised annual change detection from optical-SAR fused satellite image time-series using 3D-CAE	8
Study of the differences among hyperspectral estimation models under different measurement light source conditions	8
A novel post-disaster damage assessment using generative AI: ground-level damage inference from aerial data after the 2023 Turkey Earthquakes	8
On the selection of multi-satellite altimetry for empirical tide modelling over Indonesia	8
Characterization of the Australia’s 2019 megafires: a remote-sensing perspective	8
Improving photosynthetic pigment Estimation in leaves using low-order fractional derivative spectral indices: development and validation of synthetic and experimental data	8
RMRN-DETR: regression-optimized remote sensing image detection network based on multi-dimensional real-time detection and domain adaptation	8
Interaction of a UWB impulse with a layer of sandy soil, having a rough upper boundary	8
Parcel-scale crop planting structure mapping using SegFormer and TWDTW in Changji, Xinjiang	8
Correction of systematic image misalignment in direct georeferencing of UAV multispectral imagery	8
Perception Encoders: strong zero-shot learners for aerial video classification	8
Automatic detection of beacon towers in historical aerial images using improved FCOS	8
Automatic detection and tracking polar lows from synthetic aperture radar and radiometer observations	8
Suitability of Sentinel-3 chlorophyll a products based on optical water types	8
Habitat modelling of escolar fish ( Lepidocybium flavobrunneum , Smith 1843) in the southwestern Indian Ocean using remote sensing data	8
Study of effects of different vegetation model parameter settings on quantitative CFD simulation of urban spatial air temperature and wind-field	8
Enhanced crop classification through integrated optical and SAR data: a deep learning approach for multi-source image fusion	8
Classification of tree forms in aerial LiDAR point clouds using CNN for 3D tree modelling	8
A field UAV system (FUAS) with dual spectrometers for BRDF measurement	8
GLFAPNet: global-local feature alternation network for multispectral and panchromatic image fusion	8
eDNA biodiversity from space: predicting soil bacteria and fungi alpha diversity in forests using DESIS satellite remote sensing	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
Mapping of paddy field by Sentinel-1 SAR images and cadastre data in Yunlin, Taiwan	8
Enhanced TomoSAR imaging method with complex least squares for 3D building reconstruction	8
Dual-strategy semi-supervised learning method based on GAN for recognition of tomato leaf diseases	8
Advancing soil moisture retrieval from SAR data using meta-heuristic optimization XGBoost and SHAP analysis	8
Hyperspectral Inversion of Li 2 O Content in Clay Lithium Ore Cores Based on FOD and GA-XGBoost	8
High-resolution global water body datasets underestimate the extent of small rivers	8
Development of adaptive phenology metrics based on MODIS albedo and temperature observations and its global-scale assessment for glacier mass balance monitoring	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
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
Spectral-spatial-sparse unmixing with superpixel-oriented graph Laplacian	8
Wetland mapping in the Liaohe River Estuary using multi-source remote sensing image feature selection	8
Research on the Effects of Detector Shape on Spectral Calibration of Infrared Hyperspectral Interferometer Based on Simulation Data	8
A cross-channel multi-scale gated fusion network for recognizing construction and demolition waste from high-resolution remote sensing images	8
Satellite remote sensing-based crop cover classification over Europe: accuracy of different methodological approaches	8
Image segmentation and knowledge graph based prototype for ground object interpretation on coastal high resolution remote sensing imagery	8
CoAFNet: a correlation modelling and Attention Fusion Network for semantic change detection	8
Location-aware multi-code generator for remote sensing scene classification	7
Forest point cloud denoising method based on curvature and density	7
Long-term continuous monitoring of the diffuse attenuation coefficient at 490 nm from global oceans using combined SeaWiFS and MODISA data	7
Two-layer contrastive learning based on hard positive samples for hyperspectral images	7
LABLF: a multispectral and SAR image fusion method based on least squares-optimized adaptive box-guided and Laplacian-Gaussian filtering	7
Analysis of Doppler spectrum of a spaceborne Doppler scatterometer using an echoed signal simulation model	7
Integrating satellite tagging and remote sensing data to model the habitat selection behaviour of dolphinfish ( Coryphaena hippurus ) in the northwestern	7
Hyperspectral image classification Based on weakened Laplacian pyramid and guided filtering	7