Journal of Applied Remote Sensing

Article	Citations
Hyperspectral remote sensing in lithological mapping, mineral exploration, and environmental geology: an updated review	125
Self-supervised embedding for generalized zero-shot learning in remote sensing scene classification	48
MLNet: multichannel feature fusion lozenge network for land segmentation	44
Floodwater detection in urban areas using Sentinel-1 and WorldDEM data	32
Hyperspectral change detection based on modification of UNet neural networks	30
PANDA: parallel asymmetric network with double attention for cloud and its shadow detection	26
Improved U-Nets with inception blocks for building detection	25
Using improved DeepLabv3+ network integrated with normalized difference water index to extract water bodies in Sentinel-2A urban remote sensing images	23
3D convolutional siamese network for few-shot hyperspectral classification	22
Machine learning and shoreline monitoring using optical satellite images: case study of the Mostaganem shoreline, Algeria	20
Machine learning inversion approach for soil parameters estimation over vegetated agricultural areas using a combination of water cloud model and calibrated integral equation model	19
Deep global-local transformer network combined with extended morphological profiles for hyperspectral image classification	18
AI-ForestWatch: semantic segmentation based end-to-end framework for forest estimation and change detection using multi-spectral remote sensing imagery	18
Orbita hyperspectral satellite image for land cover classification using random forest classifier	17
Time-series unmanned aerial vehicle photogrammetry monitoring method without ground control points to measure mining subsidence	17
Road extraction from satellite and aerial image using SE-Unet	16
Pointwise classification of mobile laser scanning point clouds of urban scenes using raw data	16
Deep learning-based framework for spatiotemporal data fusion: an instance of Landsat 8 and Sentinel 2 NDVI	16
Perspectives on flood forecast-based early action and opportunities for Earth observations	15
Comparative research on different backbone architectures of DeepLabV3+ for building segmentation	14
Construction and application of quality evaluation index system for remote-sensing image fusion	13
Land cover classification based on the PSPNet and superpixel segmentation methods with high spatial resolution multispectral remote sensing imagery	13
Object-based random forest wetland mapping in Conne River, Newfoundland, Canada	13
Improving weed segmentation in sugar beet fields using potentials of multispectral unmanned aerial vehicle images and lightweight deep learning	13
Spatial–temporal analysis of urban ecological comfort index derived from remote sensing data: a case study of Hefei, China	13

3D autoencoder algorithm for lithological mapping using ZY-1 02D hyperspectral imagery: a case study of Liuyuan region	12
Two-stage ship detection in synthetic aperture radar images based on attention mechanism and extended pooling	12
Assessing the potential of Sentinel-2 data for tracking invasive water hyacinth in a river branch	12
Manipulation and generation of synthetic satellite images using deep learning models	12
Sentinel-1 and Sentinel-2 data fusion system for surface water extraction	12
Hyperspectral image segmentation using 3D regularized subspace clustering model	12
Automatic detection of surface-water bodies from Sentinel-1 images for effective mosquito larvae control	12
Improved YOLOv3 model for vehicle detection in high-resolution remote sensing images	11
Remote sensing image retrieval by integrating automated deep feature extraction and handcrafted features using curvelet transform	11
Hyperspectral image classification method based on M-3DCNN-Attention	11
Estimation of soil copper content in mining area using ZY1-02D satellite hyperspectral data	11
Hedgerow object detection in very high-resolution satellite images using convolutional neural networks	10
Study on ground object classification based on the hyperspectral fusion images of ZY-1(02D) satellite	10
Importance of individual sample of training data in modified possibilistic c-means classifier for handling heterogeneity within a specific crop	10
Impact of geometric misregistration in GlobeLand30 on land-cover change analysis, a case study in China	10
Approach for improving YOLOv5 network with application to remote sensing target detection	10
Classification and status monitoring of agricultural crops in central Morocco: a synergistic combination of OBIA approach and fused Landsat-Sentinel-2 data	10
Fully convolutional DenseNet with adversarial training for semantic segmentation of high-resolution remote sensing images	9
Four-directional spatial regularization for sparse hyperspectral unmixing	9
Inland water quality parameters retrieval based on the VIP-SPCA by hyperspectral remote sensing	9
Multiscale nested U-Net for small sample classification of hyperspectral images	9
Targeted adversarial discriminative domain adaptation	9
M2-APNet: A multimodal deep learning network to predict major air pollutants from temporal satellite images	9
Comparison of 3D scan matching techniques for autonomous robot navigation in urban and agricultural environments	9
Buried target detection method for ground penetrating radar based on deep learning	9
Automatic aircraft detection in very-high-resolution satellite imagery using a YOLOv3-based process	9
Land-cover classification of high-resolution remote sensing image based on multi-classifier fusion and the improved Dempster–Shafer evidence theory	9
Hyperspectral image classification using deep convolutional neural network and stochastic relaxation labeling	9
Integration of deep convolutional neural networks and mathematical morphology-based postclassification framework for urban slum mapping	8
Convolutional block attention module U-Net: a method to improve attention mechanism and U-Net for remote sensing images	8
Biomass estimation of crops and natural shrubs by combining red-edge ratio with normalized difference vegetation index	8
Apple yield prediction mapping using machine learning techniques through the Google Earth Engine cloud in Kashmir Valley, India	8
Hierarchical mapping of Brazilian Savanna (Cerrado) physiognomies based on deep learning	8
Appraisal of urban growth impacts on seawater intrusion vulnerability using GIS-based modified GALDIT-U model: a case study of Kozhikode coastal stretch, Kerala, South India	8
C-band dual-polarization Doppler weather radar at Thumba (8.537°N, 76.865°E): initial results and validation	8
Approach for estimation of ecosystem services value using multitemporal remote sensing images	8
Radiometric quality improvement of hyperspectral remote sensing images: a technical tutorial on variational framework	8
Qualitative and quantitative analysis of artificial neural network-based post-classification comparison to detect the earth surface variations using hyperspectral and multispectral datasets	7
Detection of bark beetle infestation in drone imagery via thresholding cellular automata	7
Assessment of the shoreline evolution using the CORONA declassified images. A case study in the north of Ilia prefecture, Peloponnese, Greece	7
Super-resolution method using generative adversarial network for Gaofen wide-field-view images	7
On ‘ground’ truth and why we should abandon the term	7
Evaluation of vicarious calibration for airborne sensors using RadCalNet	7
Fast aircraft detection method in optical remote sensing images based on deep learning	7
Mapping of the silica-rich rocks and serpentinites using newly defined thermal indices from Advanced Spaceborne Thermal Emission and Reflection Radiometer thermal infrared data of Udaipur-Rakhabdev re	7
Estimation of bell pepper evapotranspiration using two-source energy balance model based on high-resolution thermal and visible imagery from unmanned aerial vehicles	7
Time-series metrics applied to land use and land cover mapping with focus on landslide detection	7
Cloud removal for optical remote sensing imagery using the SPA-CycleGAN network	7
Estimation of nitrogen status and yield of rice crop using unmanned aerial vehicle equipped with multispectral camera	7
Self-training algorithm for hyperspectral imagery classification based on mixed measurement k-nearest neighbor and support vector machine	7

Satellite monitoring of forest fire impact and regeneration using NDVI and LST	7
Fusion of hyperspectral and LiDAR data using sparse stacked autoencoder for land cover classification with 3D-2D convolutional neural network	7
Surface temperature and salinity in the northern Bay of Bengal: in situ measurements compared with satellite observations and model output	7
Machine learning based combinatorial analysis for land use and land cover assessment in Kyiv City (Ukraine)	6
Absolute radiometric calibration of Fengyun-3D Medium Resolution Spectral Imager-II and radiation characteristics analysis	6
Remotely sensed characterization of Acacia longifolia invasive plants in the Cape Floristic region of the Western Cape, South Africa	6
Remote sensing of marine oil slicks with hyperspectral camera and an extended database	6
Mineralogical mapping using EO-1 Hyperion data for iron mine identification	6
Spectral dimensionality of imaging spectroscopy data over diverse landscapes and spatial resolutions	6
SA-U-Net++: SAR marine floating raft aquaculture identification based on semantic segmentation and ISAR augmentation	6
Bathymetry derivation in shallow water of the South China Sea with ICESat-2 and Sentinel-2 data	6
Mapping large area tea plantations using progressive random forest and Google Earth Engine	6
Statistical methods to estimate the accuracy of diachronic low-resolution satellite instruments for shoreline monitoring	6
Multi-sensor study of precipitable water vapor and atmospheric profiling from microwave radiometer, GNSS/MET, radiosonde, and ECMWF reanalysis in Beijing	6
Improvements of on-orbit characterization of Terra MODIS short-wave infrared spectral bands out-of-band responses	6
Landscape fragmentation in coffee agroecological subzones in central Kenya: a multiscale remote sensing approach	6
Synergistic estimation of soil salinity based on Sentinel-1 image texture and Sentinel-2 salinity spectral indices	6
Mapping of thermal power plant emitted atmospheric carbon dioxide concentration using AVIRIS-NG data and atmospheric radiative transfer model simulations	6
Soil moisture retrieval improvement over agricultural fields by adding entropy–alpha dual-polarimetric decomposition features	6
Use of noise reduction filters on stereo images for improving the accuracy and quality of the digital elevation model	5
SRANet: semantic relation aware network for semantic segmentation of remote sensing images	5
Early drought warning based on chlorophyll fluorescence and normalized difference vegetation index in Xilingol League of China	5
Time series interferometric synthetic aperture radar-based modeling and analysis of complex land subsidence caused by multi-seam coal mining on the Liaohe Plain, China	5
Monitoring surface subsidence in the Binchang mining area using small baseline subset differential interferometric synthetic aperture radar with Sentinel-1A data	5
Characterizing ecosystem functional type patterns based on subtractive fuzzy cluster means using Sentinel-2 time-series data	5
Decorrelated unbiased converted measurement for bistatic radar tracking	5
Evaluation of remote sensing and modeled chlorophyll-a products of the Baltic Sea	5
Spatial–spectral hyperspectral image classification based on primary and secondary capsule network	5
Variability of the snowline altitude in the eastern Tibetan Plateau from 1995 to 2016 using Google Earth Engine	5
Semi-supervised spatial–spectral classification for hyperspectral image based on three-dimensional Gabor and co-selection self-training	5
Validation of GOES-16 ABI VNIR channel radiometric performance with NPP and NOAA-20 VIIRS over the Sonoran Desert	5
Lightweight multiscale framework for segmentation of high-resolution remote sensing imagery	5
Hyperspectral prediction of mangrove leaf stoichiometries in different restoration areas based on machine learning models	5
Roughness characterization and disaggregation of coarse resolution SMAP soil moisture using single-channel algorithm	5
MBBOS-GCN: minimum bounding box over-segmentation—graph convolution 3D point cloud deep learning model	5
Efficient subspace clustering of hyperspectral images using similarity-constrained sampling	5
HFC-SST: improved spatial-spectral transformer for hyperspectral few-shot classification	5
Toward high-performance SPAD arrays for space-based atmosphere and ocean profiling LiDARs	5
Application of quasi-deep convective clouds method for VIIRS and MODIS TEB calibration assessments	5
Specifying the relationship between land use/land cover change and dryness in central Vietnam from 2000 to 2019 using Google Earth Engine	5
Characterization of the on-orbit response versus scan angle for Terra MODIS SWIR bands in Collection 7	5
On-orbit calibration and performance assessments of Terra and Aqua MODIS thermal emissive bands	5
Synthetic aperture radar target recognition based on joint classification of selected monogenic components by nonlinear correlation information entropy	5
Spatial–spectral hyperspectral images classification based on Krill Herd band selection and edge-preserving transform domain recursive filter	5
Landslide susceptibility mapping: an integrated approach using knowledge-based numerical rating scheme, remote sensing, and multiple overlay analysis	5
Lithological mapping using EO-1 Hyperion hyperspectral data and semisupervised self-learning method	5
Hyperspectral imagery denoising using minimum noise fraction and VBM3D	5
Temporal and spatial characteristics of harmful algal blooms in the offshore waters, China during 1990 to 2019	5
Urban forestry detection by deep learning method with GaoFen-2 remote sensing images	5
Context-aware cross-level attention fusion network for infrared small target detection	5
Multiple-instrument-based spectral irradiance of the Moon	5
Assessment of heavy metal pollution in agricultural soil around a gold mining area in Yitong County, China, based on satellite hyperspectral imagery	5
FAFFENet: frequency attention and feature fusion enhancement network for multiscale remote sensing target detection	5
Developing a remote sensing-based ecological index based on improved biophysical features	5
Updating land cover map based on change detection of high-resolution remote sensing images	4
Pyramid self-attention mechanism-based change detection in hyperspectral imagery	4
Lidar study of unusual winter Saharan dust loads above Sofia, Bulgaria: impacts on the local weather and troposphere	4
Cyclonic wind speed retrieval based on Bayesian regularized neural network using CYGNSS data	4
Efficient photometric and geometric stitching approach for remote sensing images based on wavelet transform and local invariant	4
Matching wide-baseline stereo images with weak texture using the perspective invariant local feature transformer	4
Investigation of the effects of water table dropdown on land subsidence in the Kabudar Ahang plain of Hamedan by InSAR techniques	4
Use of high-resolution unmanned aerial systems imagery and machine learning to evaluate grain sorghum tolerance to mesotrione	4
Detecting damaged buildings from satellite imagery	4
Developing a new IHS-based fusion methodology for GeoEye-1 satellite imagery with the ELSHORA fusion technique	4
Interference image registration combined by enhanced scale-invariant feature transform characteristics and correlation coefficient	4
Remote-sensing image super-resolution using classifier-based generative adversarial networks	4
Application of Taguchi method to improve land use land cover classification using PCA-DWT-based SAR-multispectral image fusion	4
High-resolution unmanned aircraft systems imagery for stay-green characterization in grain sorghum (Sorghum bicolor L.)	4
AMFNet: an attention-based multi-level feature fusion network for ground objects extraction from mining area’s UAV-based RGB images and digital surface model	4
Water extraction of hyperspectral imagery based on a fast and effective decision tree water index	4
Radiometric calibration accuracy and stability of GOES-16 ABI Infrared radiance	4
Remote sensing image fusion with multistream deep ResCNN	4
Integrated crop growth and radiometric modeling to support Sentinel synthetic aperture radar observations of agricultural fields	4
Spectral indices for tracing leaf water status with hyperspectral reflectance data	4
Multilevel feature context semantic fusion network for cloud and cloud shadow segmentation	4
Efficient multitask learning analyses on grain silo measurement	4
Terra and Aqua MODIS collection 7 level 1B algorithm	4
Spatial weighted kernel spectral angle constraint method for hyperspectral change detection	4
Anchor-free network with guided attention for ship detection in aerial imagery	4
Ground target extraction using airborne streak tube imaging LiDAR	4

Segmentation of wheat farmland with improved U-Net on drone images	4
Knowledge-based 3D reconstruction of bridge structures using UAV-based photogrammetric point cloud	4
Efficient multi-way sparsity estimation for hyperspectral image processing	4
Identification of windthrow-endangered infrastructure combining LiDAR-based tree extraction methods using GIS	4
Augmenting possibilistic c-means classifier to handle noise and within class heterogeneity in classification	4
Ship detection of coast defense radar in real marine environment based on fast YOLO V4	4
Mapping the probability of freshwater algal blooms with various spectral indices and sources of training data	4
AVIRIS-NG hyperspectral data for biomass modeling: from ground plot selection to forest species recognition	4
Predicting gross primary productivity and PsnNet over a mixed ecosystem under tropical seasonal variability: a comparative study between different machine learning models and correlation-based statist	4
Oriented object detection in aerial images based on area ratio of parallelogram	4
Classification of remote sensing time series and similarity metrics for crop type verification	4
Destriping and evaluating FY-3D MERSI-2 data with the moment matching method based on synchronous reference image	4
Studying dual-sensor time-series remote sensing data for Dalbergia sissoo mapping in a Lesser Himalayan area	4
Change prediction and modeling of dynamic mangrove ecosystem using remotely sensed hyperspectral image data	4
Lithological mapping for complex geological formations with mixed classifiers using Landsat 8 data	4
Neural network-based approach for estimation of downwelling longwave radiation flux under cloudy-sky conditions	4
Multi-spectral cloud detection based on a multi-dimensional and multi-grained dense cascade forest	4
Wavelet-ANFIS hybrid model for MODIS NDVI prediction	4
Characterization and monitoring of GOES-16 ABI stray light and comparison with Himawari-8 AHI and GOES-17 ABI	4
Superpixel-guided preprocessing algorithm for accelerating hyperspectral endmember extraction based on spatial–spectral analysis	4
GoSPo: a goniospectropolarimeter to assess reflectance, transmittance, and surface polarization as related to leaf optical properties	4
Identifying sandy sites under erosion regime along the Prefecture of Achaia, using remote sensing techniques	4
Nonlocal weighted sparse unmixing based on global search and parallel optimization	4
Intelligent classification of land cover types in open-pit mine area using object-oriented method and multitask learning	4
Satellite estimation of emission factors and emissions of biomass-carbon due to deforestation and forest degradation in Bangladesh for a REDD+ program	3
Feature evaluation for land use and land cover classification based on statistical, textural, and shape features over Landsat and Sentinel imagery	3
Land scene classification for remote sensing images with an improved capsule network	3
JAED-Net: joint attention encoder–decoder network for road extraction from remote sensing images	3
Forest classification using synthetic GF-1/WFV time series and phenological parameters	3
Accuracy evaluation of UAS photogrammetry and structure from motion in 3D modeling and volumetric calculations	3
Hyperspectral image fusion based on L-NMF	3
Extraction and analysis of elevation changes in Antarctic ice sheet from CryoSat-2 and Sentinel-3 radar altimeters	3
Contrast threshold adaptive adjustment algorithm for remote sensing image matching	3
Evaluating eco-environment in urban agglomeration from a vegetation-impervious surface-soil-air framework: an example in Ningxia, China	3
New remote sensing image fusion for exploring spatiotemporal evolution of urban land use and land cover	3
Spectral decomposition of remote sensing reflectance variance due to the spatial variability from ocean color and high-resolution satellite sensors	3
Fast change detection method for remote sensing image based on method of connected area labeling and spectral clustering algorithm	3
Planetary boundary layer height retrieval from a diode-laser-based high spectral resolution lidar	3
Clutter suppression methods based on reduced-dimension transformation for airborne passive radar with impure reference signals	3
Change detection for multispectral images using modified semantic segmentation network	3
DRYDet: decoupling YOLOv5 detector and refining the tasks in remote sensing scenario	3
Quality analysis of Worldview-4 DSMs generated by least squares matching and semiglobal matching	3
Hyperspectral band selection based on dual evaluation measures and improved nondominated sorting genetic algorithm	3
Assessing the niche of Rhododendron arboreum using entropy and machine learning algorithms: role of atmospheric, ecological, and hydrological variables	3
Remote sensing for assessing vegetated roofs with a new replicable method in Paris, France	3
Improved semantic segmentation method using edge features for winter wheat spatial distribution extraction from Gaofen-2 images	3
Mineral classification on Martian surface using CRISM hyperspectral data: a survey	3
Remote sensing landslide target detection method based on improved Faster R-CNN	3
Spatial variability of evapotranspiration and pressure on groundwater resources: remote sensing monitoring by crop type in the Bekaa plain, Lebanon	3
Land surface temperature downscaling in the karst mountain urban area considering the topographic characteristics	3
MST-UNet: a modified Swin Transformer for water bodies’ mapping using Sentinel-2 images	3
Retrieving leaf area index of rubber plantation in Hainan Island using empirical and neural network models with Landsat images	3
Urban land surface temperature prediction using parallel STL-Bi-LSTM neural network	3
Scale-aware dimension-wise attention network for small ship instance segmentation in synthetic aperture radar images	3
Spatio-temporal variation of fractional vegetation coverage in the Aydingkol Lake Basin	3
Image-based neural architecture automatic search method for hyperspectral image classification	3
Remote sensing image building change detection based on efficient-UNet++	3
Ground displacements revealed by A-DInSAR analysis in the Germano iron mining complex before and after the Fundão Dam collapse using Sentinel-1 data	3
Improvement in the delineation of alpine treeline in Uttarakhand using spaceborne light detection and ranging data	3
Refined land-cover classification mapping using a multi-scale transformation method from remote sensing, unmanned aerial vehicle, and field surveys in Sanjiangyuan National Park, China	3
Flexible 3-D Gabor features fusion for hyperspectral imagery classification	3
Hyperspectral unmixing with a partial nonnegative matrix factorization-based method for a structured additively-tuned linear mixing model addressing spectral variability	3
Multiscale feature U-Net for remote sensing image segmentation	3
Time series monitoring and prediction of coal mining subsidence based on multitemporal InSAR technology and GSM-HW model	3
Application of deep learning algorithm for estimating stand volume in South Korea	3
Joint detection and tracking of extended stealth targets from image observations based on subrandom matrices	3
Rural land cover mapping using short-term Sentinel-2 temporal composites and machine learning	3
Uncertainty measurement-guided iterative sample selection via shallow convolutional neural network for hyperspectral image classification	3
Point cloud segmentation for an individual tree combining improved point transformer and hierarchical clustering	3
Lithological classification by PCA-QPSO-LSSVM method with thermal infrared hyper-spectral data	3
Collaborative representation with multipurification processing and local salient weight for hyperspectral anomaly detection	3
Super-resolution reconstruction of single remote sensing images based on residual channel attention	3
Investigating ground deformation due to a series of collapse earthquakes by means of the PS-InSAR technique and Sentinel 1 data in Kandy, Sri Lanka	3
Completed local binary patterns feature integrated convolutional neural network-based terrain classification algorithm in polarimetric synthetic aperture radar images	3
Stability evaluation at Xishan Loess landslide using InSAR technique applying ascending and descending SAR data	3
Hyperspectral image classification using multi-branch-multi-scale residual fusion network	3
Object tracking by adaptive fusion of thermal infrared and visible spectrum imaging using particle filter and structural similarity index metric	3
Improving stacked-autoencoders with 1D convolutional-nets for hyperspectral image land-cover classification	3
Analysis of asymmetry in diurnal warming and its impact on vegetation phenology in the Qinghai-Tibetan Plateau using MODIS remote sensing data	3
Fast and operational gap filling in satellite-derived aerosol optical depths using statistical techniques	3
Semantic segmentation of building extraction in very high resolution imagery via optimal segmentation guided by deep seeds	3
Wavelet enabled ranking and clustering-based band selection and three-dimensional spatial feature extraction for hyperspectral remote sensing image classification	3
Dedicated satellite remote sensing combined with global navigation satellite system data used to remotely measure the status of land desertification	3
Resolving contributions of NO2 and SO2 to PM2.5 and O3 pollutions in the North China Plain via multi-task learning	3
Semisupervised deep learning using consistency regularization and pseudolabels for hyperspectral image classification	3
Recognition and counting of pitaya trees in karst mountain environment based on unmanned aerial vehicle RGB images	3
MLFFNet: multilevel feature fusion network for monocular depth estimation from aerial images	3
Iterative weighted active transfer learning hyperspectral image classification	3
Landslide susceptibility prediction by gray wolf optimized support vector machine model under different factor states	3
Band selection technique based on binary modified equilibrium optimizer for hyperspectral image classification	3
Individual tree detection and crown segmentation based on metabolic theory from airborne laser scanning data	3
Sustainable agricultural lands management by analyzing and predicting urban growth—a case study of Mitidja Plain, Algeria	3
MDCNN: multispectral pansharpening based on a multiscale dilated convolutional neural network	3