Journal of Applied Remote Sensing

Papers
(The TQCC of Journal of Applied Remote Sensing is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-02-01 to 2025-02-01.)
ArticleCitations
Forest stand segmentation with multi-temporal Sentinel-2 imagery and superpixels144
Comparison of convolutional neural network and support vector machine for identification of forest types and burned areas48
Assessment of asphalt pavement aging condition based on GF-2 high-resolution remote sensing image44
Statistical approach to electro-optic and infrared transmission within the atmosphere through empirical cumulative distributions via modeling, simulation, and data on a global scale32
Synthetic aperture radar ground target image generation based on improved Wasserstein generative adversarial networks with gradient penalty30
Evaluation of vicarious calibration for airborne sensors using RadCalNet26
Discriminating Robusta coffee (Coffea canephora) cropping systems using leaf-level hyperspectral data24
Advancement and demonstration of a perturbative retrieval technique for temperature profiling in the lower troposphere using differential absorption light detection and ranging21
Ship detection of coast defense radar in real marine environment based on fast YOLO V420
Open set domain adaptation based on multi-classifier adversarial network for hyperspectral image classification19
Robust generalized bilinear model with weighted low-rank representation for hyperspectral image unmixing18
Prediction of plant growth based on statistical methods and remote sensing data18
Improving weed segmentation in sugar beet fields using potentials of multispectral unmanned aerial vehicle images and lightweight deep learning17
Stability evaluation at Xishan Loess landslide using InSAR technique applying ascending and descending SAR data16
Accuracy evaluation of UAS photogrammetry and structure from motion in 3D modeling and volumetric calculations16
Estimation of citrus leaves’ nitrogen content by multispectral unmanned aerial vehicle remote sensing based on semi-supervised twin neural network regression16
Continual domain adaptation on aerial images under gradually degrading weather15
MST-UNet: a modified Swin Transformer for water bodies’ mapping using Sentinel-2 images14
Remote sensing image registration based on the improved attention neighborhood consistency network13
Aerial image defogging method based on nonlocal feature structure tensor by UAV cameras with three-channel RGB cameras13
Vehicle detection method for satellite videos based on enhanced vehicle features13
AMFNet: an attention-based multi-level feature fusion network for ground objects extraction from mining area’s UAV-based RGB images and digital surface model13
On-orbit calibration and performance assessments of Terra and Aqua MODIS thermal emissive bands13
Panchromatic and multispectral image fusion using the spatial frequency and the à trous wavelet transform13
Toward aircraft detection and fine-grained recognition from remote sensing images12
MangoGAN: a general adversarial network-based deep learning architecture for mango tree crown detection12
Land scene classification for remote sensing images with an improved capsule network12
Ship detection in SAR images based on recurrent feature pyramid network and rotatable bounding box12
SiamGauss: Siamese region proposal network with Gaussian head for visual object tracking11
Joint waveform design of cognitive radar based on LSTM network in the presence of signal-dependent interference11
Special Section Guest Editorial: Unmanned Systems and Satellites: a Synergy for Added-value Possibilities11
Super-resolution reconstruction of single remote sensing images based on residual channel attention10
Settlement monitoring data fusion approach for high-speed railways based on GNSS and InSAR10
Rice yield prediction using radar vegetation indices from Sentinel-1 data and multiscale one-dimensional convolutional long- and short-term memory network model10
Remote sensing landslide target detection method based on improved Faster R-CNN10
Gaussian manifold metric learning for hyperspectral image dimensionality reduction and classification10
Deformation monitoring and evaluation of unstable slope based on ground-based and spaceborne SAR images10
Satellite constellation method to achieve desired revisit performance for multiple targets10
MDCNN: multispectral pansharpening based on a multiscale dilated convolutional neural network9
Enhanced small target detection and color interpretation of synthetic aperture radar images9
Surface temperature and salinity in the northern Bay of Bengal: in situ measurements compared with satellite observations and model output9
Specifying the relationship between land use/land cover change and dryness in central Vietnam from 2000 to 2019 using Google Earth Engine9
Adaptive iterative thresholding segmentation method guided by optical prior water body information in extracting urban flood inundation areas of synthetic aperture radar images9
Spatial–spectral hyperspectral image classification based on primary and secondary capsule network9
FAFFENet: frequency attention and feature fusion enhancement network for multiscale remote sensing target detection9
Long-term drought monitoring of the Zayandehrud River basin (central Iran) using hydroclimatological models and satellite observations9
Reconstruction algorithm for staggered synthetic aperture radar with modified second-order keystone transform8
Hyperspectral estimation for nitrogen and phosphorus content in Camellia oleifera leaves based on machine learning algorithms8
Improved semantic segmentation method using edge features for winter wheat spatial distribution extraction from Gaofen-2 images8
Point cloud segmentation for an individual tree combining improved point transformer and hierarchical clustering8
Superpixel and low-rank double-sparse regression hyperspectral unmixing8
Synthetic aperture radar target recognition via deep attention convolutional network assisted by multiscale residual despeckling network8
Automatic detection of surface-water bodies from Sentinel-1 images for effective mosquito larvae control8
Mangrove ecosystem species mapping from integrated Sentinel-2 imagery and field spectral data using random forest algorithm8
Assessment of personal exposure using movement trajectory and hourly 1-km PM2.5 concentrations7
Semantic segmentation of Arctic Sea ice in summer from remote sensing satellite images based on BAU-NET7
Remote sensing sea ice classification based on DenseNet and heterogeneous data fusion7
Semantic segmentation of remote sensing images based on dilated convolution and spatial-channel attention mechanism7
Use of satellite application facility on land surface analysis products to improve an operational method for monitoring forest evapotranspiration7
LiDAR technology and experimental research for comprehensive measurement of atmospheric transmittance, turbulence, and wind7
Simple linear iterative clustering and ConvNeXt for mapping vectorize tree species7
Optoelectric characteristics of laser remote sensing for measurement of ground vibration7
Abandoned farmland detection using single-year satellite images in Japan7
Detection of intrinsic variants of an endmember in hyperspectral images based on local spatial and spectral features7
Identification of invasive trees in a Brazilian subtropical forest using remotely piloted aircraft systems and machine learning7
Autonomous method for selection or validation of training samples for large size hyperspectral images7
Soil classification with multi-temporal hyperspectral imagery using spectral unmixing and fusion7
Comparative evaluation of backpropagation neural network and genetic algorithm-backpropagation neural network models for PM2.5 concentration prediction based on aerosol optical depth, meteorological f7
Tackling the over-smoothing problem of CNN-based hyperspectral image classification6
Remote sensing of optical properties of smoke aerosols: simulation experiment and application based on spaceborne data6
Scheme design of the optimal background clutter suppression for impulse radio ultrawide band radar in complex fire environment: a simulation and experimental study6
Single image super-resolution reconstruction of remotely sensed images using MRF-2D phase congruency model6
Development of RGB-D simultaneous localization and mapping in dynamic environments based on motion removal and dense map reconstruction6
Variable-step 3D numerical ray-tracing method for simulating oblique ionogram via inversion analysis6
Toward improved urban flood detection using Sentinel-1: dependence of the ratio of post- to preflood double scattering cross sections on building orientation6
Remote sensing to predict soil moisture tension in water saving rice systems of temperate South-Eastern Australia6
Multimode Gaofen-3 product long-term geolocation accuracy performance6
Identifying sandy sites under erosion regime along the Prefecture of Achaia, using remote sensing techniques6
Digital surface model generation from aerial imagery using bridge probability relaxation matching6
Methodology for groundnut discrimination based on timeseries of dual-polarimetric SAR parameters6
Near real-time satellite detection and monitoring of aquatic algae and cyanobacteria: how a combination of chlorophyll-a indices and water-quality sampling was applied to north Texas reservoirs5
Optical and SAR image fusion method with coupling gain injection and guided filtering5
Special Section Guest Editorial: Advanced Infrared Technology and Remote Sensing Applications II5
Multiple-instrument-based spectral irradiance of the Moon5
Superpixel segmentation of high-resolution remote sensing image based on feature reconstruction method by salient edges5
Rural land cover mapping using short-term Sentinel-2 temporal composites and machine learning5
Estimation of sea clutter parameter based on the multi-feature-point model validation method5
Focused tracking beamforming of frequency diversity array with multiple repeated subpulses5
DCA-GCN: a dual-branching channel attention and graph convolution network for multi-label remote sensing image classification5
Monitoring land subsidence using interferometric synthetic aperture radar time-series analysis: a case of Shanghai Pilot Free Trade Zone5
Special Section Guest Editorial: Meeting the Challenges of Ecosystem Management using Remote Sensing5
Railroad condition monitoring with distributed acoustic sensing: an investigation of deep learning methods for condition detection5
Multi-station LiDAR scanning-based hierarchical features for generation of an allometric stem volume model5
AMFFNet: attention-guided multi-level feature fusion network for land cover classification of remote sensing images5
Application of Taguchi method to improve land use land cover classification using PCA-DWT-based SAR-multispectral image fusion5
Real-time unmanned aerial vehicle surveying using spatial criteria: a simulated study5
Hyperspectral band selection based on dual evaluation measures and improved nondominated sorting genetic algorithm5
Machine learning-based region of interest detection in airborne lidar fisheries surveys5
CDFFNet: cross dimensional feature fusion network for urban land use detection5
Evaluation of aqua MODIS thermal emissive bands stability through radiative transfer modeling5
Grid-based approach for the segmentation of multiple rooms from unstructured indoor point clouds5
Multi-year vector dynamic time warping-based crop mapping5
2DDSRU-MobileNet: an end-to-end cloud-noise-robust lightweight convolution neural network5
Mobile system: detecting buried objects by magnetic anomaly method5
Iterative weighted active transfer learning hyperspectral image classification5
Variational mode decomposition-enhanced thin cloud removal using UNet vision transformer cycle-consistent generative adversarial network5
Construction of a small sample dataset and identification of Pitaya trees (Selenicereus) based on UAV image on close-range acquisition5
Cloud removal for optical remote sensing imagery using the SPA-CycleGAN network5
Optimal feature extraction from multidimensional remote sensing data for orchard identification based on deep learning methods5
Individual tree detection and crown segmentation based on metabolic theory from airborne laser scanning data5
Identification of windthrow-endangered infrastructure combining LiDAR-based tree extraction methods using GIS5
Model functions for retrieving sea surface wind speed with wide-swath imaging altimeter5
Transformer-based multi-scale feature fusion network for remote sensing change detection4
Identifying coral reef ecosystem benthic substances based on multi-source remote sensing imagery: a case study of the Sanya area4
Frequency-driven transformer network for remote sensing image change detection4
Deep unsupervised adaptive attention network for hyperspectral image cross-region reconstruction4
Multi-label remote sensing scene classification using two-level double channel spatial attention residual blocks4
Cross-layer hybrid feature aggregation network for change detection in very high-resolution remote sensing images4
Land cover classification based on the PSPNet and superpixel segmentation methods with high spatial resolution multispectral remote sensing imagery4
Hyperspectral remote sensing in lithological mapping, mineral exploration, and environmental geology: an updated review4
Superpixel-guided preprocessing algorithm for accelerating hyperspectral endmember extraction based on spatial–spectral analysis4
Deep learning-based hydrothermal alteration mapping using GaoFen-5 hyperspectral data in the Duolong Ore District, Western Tibet, China4
Segmentation-based VHR SAR images built-up area change detection: a coarse-to-fine approach4
Machine learning and shoreline monitoring using optical satellite images: case study of the Mostaganem shoreline, Algeria4
Time series monitoring and prediction of coal mining subsidence based on multitemporal InSAR technology and GSM-HW model4
Adaptive weighted multiscale feature fusion for small drone object detection4
Multi-modal remote sensing image segmentation based on attention-driven dual-branch encoding framework4
Self-supervised network for oriented synthetic aperture radar ship detection based on self-distillation4
Spectral index for estimating leaf water content across diverse plant species using multiple viewing angles4
Hole-filling framework by combining structural and textural information for the 3D Terracotta Warriors4
Spatial interpolation of digital elevation model based on multi-scale conditional generative adversarial network with adaptive joint loss4
Rainfall intensity estimation from urban surveillance audio with noise4
MTAU-Net: multi-scale feature fusion network for water body segmentation4
Study on ground object classification based on the hyperspectral fusion images of ZY-1(02D) satellite4
Inland water quality parameters retrieval based on the VIP-SPCA by hyperspectral remote sensing4
Regularized spatial–spectral transformer for domain adaptation in hyperspectral image classification4
Digital elevation model-assisted geometric parameter calibration of synthetic aperture radar image without ground control points4
DRYDet: decoupling YOLOv5 detector and refining the tasks in remote sensing scenario4
Application of high adaptive models in building damage assessment: case studies of earthquake in Turkey and hurricane in Louisiana4
Knowledge-based 3D reconstruction of bridge structures using UAV-based photogrammetric point cloud4
Improved urban flood detection in deeper floods using synthetic aperture radar double-scattering intensity and interferometric coherence4
Monitoring of land subsidence by combining small baseline subset interferometric synthetic aperture radar and generic atmospheric correction online service in Qingdao City, China4
Alien species distribution mapping using satellite and drone fusion on river dikes along the Tone River, Japan4
Orbita hyperspectral satellite image for land cover classification using random forest classifier4
Special Section Guest Editorial: 50th Anniversary of Landsat—Current Achievement and Future Directions4
Interference image registration combined by enhanced scale-invariant feature transform characteristics and correlation coefficient4
Biomass estimation of crops and natural shrubs by combining red-edge ratio with normalized difference vegetation index4
Semi-supervised spatial–spectral classification for hyperspectral image based on three-dimensional Gabor and co-selection self-training4
Machine learning-based early prediction of rice-growing fields using multi-temporal Sentinel-1 synthetic aperture radar and Sentinel-2 multispectral data4
Manipulation and generation of synthetic satellite images using deep learning models4
Bistatic inverse synthetic aperture radar sparse aperture self-focusing algorithm based on the joint constraint of compressed sensing and minimum Tsallias entropy4
Application of quasi-deep convective clouds method for VIIRS and MODIS TEB calibration assessments4
Semantic segmentation of landslide image using DeepLabv3+ and completed local binary pattern4
On ‘ground’ truth and why we should abandon the term4
Land-cover classification of high-resolution remote sensing image based on multi-classifier fusion and the improved Dempster–Shafer evidence theory4
Extrapolating shortwave geostationary satellite imagery of clouds into nighttime using longwave observations3
Deep convolutional neural network for single remote sensing image super resolution3
Inverse synthetic aperture radar imaging technology based on multiple repeated subpulses of frequency diversity array3
Truncated tensor-based Bayesian recovery for multidimensional compressive sensing3
DELFormer: detail-enhanced lightweight transformer for road segmentation3
2022 List of Reviewers3
Beamforming algorithm for interference suppression in imaging with FDA-MIMO radar3
Two-dimensional gridless super-resolution method for ISAR imaging3
Investigating accuracies of WorldView-2, Sentinel-2, and SPOT-6 in discriminating morphologically similar savanna woody plant species during a dry season3
Near-automated orthorectification of archived aerial photographs3
Ground target extraction using airborne streak tube imaging LiDAR3
Long-time coherent integration algorithm for high-speed maneuvering target detection3
Ningaloo eclipse: moon shadow speed and land surface temperature effects from Himawari-9 satellite measurements3
Evaluation of remote sensing and modeled chlorophyll-a products of the Baltic Sea3
Variational pansharpening based on high-pass injection fidelity with local dual-scale coefficient estimation3
Optronic convolutional neural network for SAR automatic target recognition3
Synchronized dewatering measured-value fuzzification improves the partial least squares regression method for the hyperspectral analysis of soil organic matter3
Frequency-domain imaging algorithm based on time-frequency-domain perturbation for maneuvering highly squinted FMCW-SAR3
Artificial intelligence tools and vegetation indices combined to estimate aboveground biomass in tropical forests3
Observation of the low-altitude cloud characteristics with Mie scattering Lidar at the Great Wall Station, Antarctica3
Joint multi-mode cooperative classification algorithm for hyperspectral images3
Simulation study on inclined orbit constellation of high-resolution electrooptical sensors for enhanced imaging efficiency in region of interest3
Study of the improvement of the multifractal spatial downscaling by the random forest regression model considering spatial heterogeneity3
MultiTempLSTM: prediction and compression of multitemporal hyperspectral images using LSTM networks3
Deformable patch-based-multi-layer perceptron Mixer model for forest fire aerial image classification3
Spatio-temporal water quality variability and regionalization of tropical reservoirs based on Landsat imagery3
Mapping of biophysical and biochemical properties of coastal tidal wetland habitats with Landsat 83
Effective superpixel sparse representation classification method with multiple features and L0 smoothing for hyperspectral images3
Spectrum recovery from multispectral ocean color data using system spectral shape factor3
Altitude-dependent probability of vertical, cloud-free line-of-sight from European Centre for Medium Range Weather Forecasting Re-Analysis-interim cloud cover3
Out-of-field stray light correction in optical instruments: the case of Metop-3MI3
Ensemble-based approach for semisupervised learning in remote sensing3
Wavelet-ANFIS hybrid model for MODIS NDVI prediction3
FPDT: a multi-scale feature pyramidal object detection transformer3
Fusion of hyperspectral and LiDAR data using sparse stacked autoencoder for land cover classification with 3D-2D convolutional neural network3
PANDA: parallel asymmetric network with double attention for cloud and its shadow detection3
Evaluation of systematic errors on polarization parameters from POLDER instrument data for use in CLARREO Pathfinder-VIIRS intercalibration3
Hyperspectral image classification method based on M-3DCNN-Attention3
SCRNet: an efficient spatial channel attention residual network for spatiotemporal fusion3
Time series analysis of the enhanced vegetation index to detect coffee crop development under different irrigation systems3
Remote sensing image matching featured by the optimal entropy classification3
Hyperspectral and multispectral data fusion via nonlocal low-rank learning3
Exploiting the sparse characteristics in probabilistic feature space for hyperspectral anomaly detection3
Learning latent local manifold embeddings for hyperspectral feature extraction3
Minimum cost flow phase unwrapping method considering range direction slope3
Hyperspectral target detection method based on spatial-spectral joint weighted dictionary learning with online updating mechanism3
Synthetic aperture radar and optical image registration using local and global feature learning by modality-shared attention network3
Remote sensing image fusion based on NSST and parameter adaptive PCNN3
Passive bistatic inverse synthetic aperture radar imaging and cross-range scaling of maneuvering target based on a noise-resistant parameters estimation algorithm3
2023 List of Reviewers3
Special Section Guest Editorial: Integrating Remote Sensing, Machine Learning, and Data Science for Air Quality Management3
Super-resolving multiple scatterers detection in synthetic aperture radar tomography assisted by correlation information (Erratum)3
Classification of GaoFen-3 full-polarization data based on combining polarization characteristics3
Context-aware cross-level attention fusion network for infrared small target detection3
SN-Unetformer: a dual encoder hybrid architecture for complex targets in high-resolution remote sensing images3
Daily monitoring algorithms to detect geostationary imager visible radiance anomalies3
Multistage approach for automatic target detection and recognition in infrared imagery using deep learning3
Combining remote sensing and social media data for flood mapping: a case study in Linhai, Zhejiang Province, China3
Recognition and counting of pitaya trees in karst mountain environment based on unmanned aerial vehicle RGB images3
Recent glacier and lake elevation changes in the western Kunlun Mountains (Tibetan Plateau) revealed by CryoSat-2 satellite altimetry data3
Neural network-based approach for estimation of downwelling longwave radiation flux under cloudy-sky conditions3
Terrestrial LiDAR system accuracy investigation for slow-moving landslide deformation3
Spatial weighted kernel spectral angle constraint method for hyperspectral change detection3
Detecting damaged buildings from satellite imagery3
Two-dimensional reweighted alternating direction method of multipliers for inverse synthetic aperture radar imaging with pattern-coupled sparse structure3
Spatial–temporal analysis of urban ecological comfort index derived from remote sensing data: a case study of Hefei, China3
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