Journal of Applied Remote Sensing

Article	Citations
Hyperspectral remote sensing in lithological mapping, mineral exploration, and environmental geology: an updated review	86
MLNet: multichannel feature fusion lozenge network for land segmentation	41
Floodwater detection in urban areas using Sentinel-1 and WorldDEM data	32
GEE4FLOOD: rapid mapping of flood areas using temporal Sentinel-1 SAR images with Google Earth Engine cloud platform	30
Multiscale building segmentation based on deep learning for remote sensing RGB images from different sensors	29
PANDA: parallel asymmetric network with double attention for cloud and its shadow detection	25
Supervised wetland classification using high spatial resolution optical, SAR, and LiDAR imagery	24
Hyperspectral change detection based on modification of UNet neural networks	24
Preliminary detection efficiency and false alarm rate assessment of the Geostationary Lightning Mapper on the GOES-16 satellite	23
Improved U-Nets with inception blocks for building detection	20
3D convolutional siamese network for few-shot hyperspectral classification	19
Semisupervised graph convolutional network for hyperspectral image classification	19
Using improved DeepLabv3+ network integrated with normalized difference water index to extract water bodies in Sentinel-2A urban remote sensing images	18
Randomized independent component analysis and linear discriminant analysis dimensionality reduction methods for hyperspectral image classification	17
AI-ForestWatch: semantic segmentation based end-to-end framework for forest estimation and change detection using multi-spectral remote sensing imagery	17
Deep global-local transformer network combined with extended morphological profiles for hyperspectral image classification	17
Machine learning and shoreline monitoring using optical satellite images: case study of the Mostaganem shoreline, Algeria	17
Perspectives on flood forecast-based early action and opportunities for Earth observations	16
Orbita hyperspectral satellite image for land cover classification using random forest classifier	16
Deep learning-based framework for spatiotemporal data fusion: an instance of Landsat 8 and Sentinel 2 NDVI	15
Vis–NIR spectroscopy: from leaf dry mass production estimate to the prediction of macro- and micronutrients in soybean crops	14
Hyperspectral image classification using fuzzy-embedded hyperbolic sigmoid nonlinear principal component and weighted least squares approach	14
Learning synthetic aperture radar image despeckling without clean data	14
Evaluating the capabilities of Sentinel-2 data for large-area detection of bark beetle infestation in the Central German Uplands	14
Machine learning inversion approach for soil parameters estimation over vegetated agricultural areas using a combination of water cloud model and calibrated integral equation model	14

Review of approaches for the estimation of sensible heat flux in remote sensing-based evapotranspiration models	14
Modification on optical trapezoid model for accurate estimation of soil moisture content in a maize growing field	13
Radiometric consistency between GOES-16 ABI and VIIRS on Suomi NPP and NOAA-20	13
Improving weed segmentation in sugar beet fields using potentials of multispectral unmanned aerial vehicle images and lightweight deep learning	13
GOES-R series image navigation and registration performance assessment tool set	13
Global chlorophyll-a concentration estimation from moderate resolution imaging spectroradiometer using convolutional neural networks	13
FSSCaps-DetCountNet: fuzzy soft sets and CapsNet-based detection and counting network for monitoring animals from aerial images	13
Road extraction from satellite and aerial image using SE-Unet	13
Pointwise classification of mobile laser scanning point clouds of urban scenes using raw data	13
Evaluation of Sentinel-1 and -2 time series for estimating LAI and biomass of wheat and rapeseed crop types	12
Time-series unmanned aerial vehicle photogrammetry monitoring method without ground control points to measure mining subsidence	12
Spatial–temporal analysis of urban ecological comfort index derived from remote sensing data: a case study of Hefei, China	12
Hierarchical classification of Sentinel 2-a images for land use and land cover mapping and its use for the CORINE system	12
Lidar-based estimates of aboveground biomass through ground, aerial, and satellite observation: a case study in a Mediterranean forest	12
Automatic detection of surface-water bodies from Sentinel-1 images for effective mosquito larvae control	12
Yield modeling of snap bean based on hyperspectral sensing: a greenhouse study	12
Construction and application of quality evaluation index system for remote-sensing image fusion	11
Object-oriented detection of building shadow in TripleSat-2 remote sensing imagery	11
Improved YOLOv3 model for vehicle detection in high-resolution remote sensing images	11
Snow and cloud detection using a convolutional neural network and low-resolution data from the Electro-L No. 2 Satellite	11
NOAA-20 Visible Infrared Imaging Radiometer Suite day–night band on-orbit calibration and performance	11
Hyperspectral image segmentation using 3D regularized subspace clustering model	10
Comparative research on different backbone architectures of DeepLabV3+ for building segmentation	10
Subpixel impervious surface estimation in the Nansi Lake Basin using random forest regression combined with GF-5 hyperspectral data	10
Analyzing the role of spatial features when cooperating hyperspectral and LiDAR data for the tree species classification in a subtropical plantation forest area	10
Object-based random forest wetland mapping in Conne River, Newfoundland, Canada	10
Artificial neural networks model based on remote sensing to retrieve evapotranspiration over the Brazilian Pampa	10
Manipulation and generation of synthetic satellite images using deep learning models	10
Sentinel-1 and Sentinel-2 data fusion system for surface water extraction	10
Individual tree crown detection and delineation across a woodland using leaf-on and leaf-off imagery from a UAV consumer-grade camera	10
Assessment of InSAR tropospheric signal correction methods	10
Lightweight convolutional neural network for bitemporal SAR image change detection	9
Land cover classification based on the PSPNet and superpixel segmentation methods with high spatial resolution multispectral remote sensing imagery	9
Impact of geometric misregistration in GlobeLand30 on land-cover change analysis, a case study in China	9
Approach for improving YOLOv5 network with application to remote sensing target detection	9
Two-stage ship detection in synthetic aperture radar images based on attention mechanism and extended pooling	9
Remote sensing image retrieval by integrating automated deep feature extraction and handcrafted features using curvelet transform	8
Hedgerow object detection in very high-resolution satellite images using convolutional neural networks	8
Hyperspectral image classification method based on M-3DCNN-Attention	8
Remote sensing of marine oil slicks with hyperspectral camera and an extended database	8
Multiscale nested U-Net for small sample classification of hyperspectral images	8
Four-directional spatial regularization for sparse hyperspectral unmixing	8
Study on ground object classification based on the hyperspectral fusion images of ZY-1(02D) satellite	8
Hyperspectral image classification using deep convolutional neural network and stochastic relaxation labeling	8
Comparison of 3D scan matching techniques for autonomous robot navigation in urban and agricultural environments	8
Automatic aircraft detection in very-high-resolution satellite imagery using a YOLOv3-based process	8
Approach for estimation of ecosystem services value using multitemporal remote sensing images	8
Vicarious calibration correction of large FOV sensor using BRDF model based on UAV angular spectrum measurements	8
Importance of individual sample of training data in modified possibilistic c-means classifier for handling heterogeneity within a specific crop	7
Detection of bark beetle infestation in drone imagery via thresholding cellular automata	7

Fusing optical and synthetic aperture radar images based on shearlet transform to improve urban impervious surface extraction	7
SNPP VIIRS RSB on-orbit radiometric calibration algorithms Version 2.0 and the performances, part 1: the algorithms	7
Inland water quality parameters retrieval based on the VIP-SPCA by hyperspectral remote sensing	7
Integration of deep convolutional neural networks and mathematical morphology-based postclassification framework for urban slum mapping	7
Matting-based automatic and accurate cloud detection for multisource satellite images	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
Unmanned aerial vehicle remote sensing to delineate cotton root rot	7
C-band dual-polarization Doppler weather radar at Thumba (8.537°N, 76.865°E): initial results and validation	7
Assessment of the shoreline evolution using the CORONA declassified images. A case study in the north of Ilia prefecture, Peloponnese, Greece	7
Terra MODIS: 20 years of on-orbit calibration and performance	7
Fusion of hyperspectral and LiDAR data using sparse stacked autoencoder for land cover classification with 3D-2D convolutional neural network	7
Estimation of soil copper content in mining area using ZY1-02D satellite hyperspectral data	6
Self-training algorithm for hyperspectral imagery classification based on mixed measurement k-nearest neighbor and support vector machine	6
Remotely sensed characterization of Acacia longifolia invasive plants in the Cape Floristic region of the Western Cape, South Africa	6
Targeted adversarial discriminative domain adaptation	6
Radiometric quality improvement of hyperspectral remote sensing images: a technical tutorial on variational framework	6
Convolutional block attention module U-Net: a method to improve attention mechanism and U-Net for remote sensing images	6
On-orbit calibration and characterization of GOES-17 ABI IR bands under dynamic thermal condition	6
Statistical methods to estimate the accuracy of diachronic low-resolution satellite instruments for shoreline monitoring	6
Landscape fragmentation in coffee agroecological subzones in central Kenya: a multiscale remote sensing approach	6
Unsupervised spectral–spatial multiscale feature learning framework for hyperspectral image classification based on multiple kernel self-organizing maps	6
3D autoencoder algorithm for lithological mapping using ZY-1 02D hyperspectral imagery: a case study of Liuyuan region	6
Hierarchical mapping of Brazilian Savanna (Cerrado) physiognomies based on deep learning	6
Fully convolutional DenseNet with adversarial training for semantic segmentation of high-resolution remote sensing images	6
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	6
Convex geometry and K-medoids based noise-robust endmember extraction algorithm	6
Fast aircraft detection method in optical remote sensing images based on deep learning	6
Combining synthetic aperture radar and multispectral images for land cover classification: a case study of Beijing, China	6
High-latitude wetland mapping using multidate and multisensor Earth observation data: a case study in the Northwest Territories	6
Assessing the potential of Sentinel-2 data for tracking invasive water hyacinth in a river branch	6
Multisensor temporal approach for transplanted paddy fields mapping using fuzzy-based classifiers	6
Hyperspectral unmixing with scaled and perturbed linear mixing model to address spectral variability	6
Spatial clustering using neighborhood for multispectral images	6
Classification and status monitoring of agricultural crops in central Morocco: a synergistic combination of OBIA approach and fused Landsat-Sentinel-2 data	6
Estimation of nitrogen status and yield of rice crop using unmanned aerial vehicle equipped with multispectral camera	5
Absolute radiometric calibration of Fengyun-3D Medium Resolution Spectral Imager-II and radiation characteristics analysis	5
Spectral dimensionality of imaging spectroscopy data over diverse landscapes and spatial resolutions	5
Self-supervised embedding for generalized zero-shot learning in remote sensing scene classification	5
Improvements of on-orbit characterization of Terra MODIS short-wave infrared spectral bands out-of-band responses	5
Spatial–spectral hyperspectral image classification based on primary and secondary capsule network	5
Bathymetry derivation in shallow water of the South China Sea with ICESat-2 and Sentinel-2 data	5
On ‘ground’ truth and why we should abandon the term	5
Validation of GOES-16 ABI VNIR channel radiometric performance with NPP and NOAA-20 VIIRS over the Sonoran Desert	5
Spectrometric proximally sensed data for estimating chlorophyll content of grasslands treated with complex fertilizer combinations	5
Soil moisture retrieval improvement over agricultural fields by adding entropy–alpha dual-polarimetric decomposition features	5
Satellite monitoring of forest fire impact and regeneration using NDVI and LST	5
Multiple geometry atmospheric correction for image spectroscopy using deep learning	5
Hyperspectral imagery denoising using minimum noise fraction and VBM3D	5
SA-U-Net++: SAR marine floating raft aquaculture identification based on semantic segmentation and ISAR augmentation	5
Qualitative and quantitative analysis of artificial neural network-based post-classification comparison to detect the earth surface variations using hyperspectral and multispectral datasets	5
Toward high-performance SPAD arrays for space-based atmosphere and ocean profiling LiDARs	5
Mapping of thermal power plant emitted atmospheric carbon dioxide concentration using AVIRIS-NG data and atmospheric radiative transfer model simulations	5
Surface temperature and salinity in the northern Bay of Bengal: in situ measurements compared with satellite observations and model output	5
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	5
Cloud removal for optical remote sensing imagery using the SPA-CycleGAN network	5
Use of noise reduction filters on stereo images for improving the accuracy and quality of the digital elevation model	5
Monitoring of the ground displacement in the Isfahan, Iran, metropolitan area using persistent scatterer interferometric synthetic aperture radar technique	5
On-orbit installation matrix calibration and its application on AGRI of FY-4A	5
Early drought warning based on chlorophyll fluorescence and normalized difference vegetation index in Xilingol League of China	5
Efficient subspace clustering of hyperspectral images using similarity-constrained sampling	5
MBBOS-GCN: minimum bounding box over-segmentation—graph convolution 3D point cloud deep learning model	5
Super-resolution method using generative adversarial network for Gaofen wide-field-view images	5
Decorrelated unbiased converted measurement for bistatic radar tracking	5
Machine learning and generalized linear model techniques to predict aboveground biomass in Amazon rainforest using LiDAR data	5
SNPP VIIRS RSB on-orbit radiometric calibration algorithms Version 2.0 and the performances, part 2: the performances	5
Framework for network-level pavement condition assessment using remote sensing data mining	5
Land-cover classification of high-resolution remote sensing image based on multi-classifier fusion and the improved Dempster–Shafer evidence theory	5
Buried target detection method for ground penetrating radar based on deep learning	5
Evaluation of vegetation and evapotranspiration changes in Iran using satellite data and ground measurements	5
Synthetic aperture radar target recognition based on joint classification of selected monogenic components by nonlinear correlation information entropy	5
Lightweight multiscale framework for segmentation of high-resolution remote sensing imagery	5
Landslide susceptibility mapping: an integrated approach using knowledge-based numerical rating scheme, remote sensing, and multiple overlay analysis	5
Time-series metrics applied to land use and land cover mapping with focus on landslide detection	5
Monitoring surface subsidence in the Binchang mining area using small baseline subset differential interferometric synthetic aperture radar with Sentinel-1A data	5
CLASlite unmixing of Landsat images to estimate REDD+ activity data for deforestation in a Bangladesh forest	5
Temporal and spatial characteristics of harmful algal blooms in the offshore waters, China during 1990 to 2019	5
Sparse aperture bistatic ISAR imaging under low signal-to-noise ratio condition	4
Classification of hyperspectral images based on two-channel convolutional neural network combined with support vector machine algorithm	4
Pyramid self-attention mechanism-based change detection in hyperspectral imagery	4
Multi-sensor study of precipitable water vapor and atmospheric profiling from microwave radiometer, GNSS/MET, radiosonde, and ECMWF reanalysis in Beijing	4

Multilevel feature context semantic fusion network for cloud and cloud shadow segmentation	4
Urban forestry detection by deep learning method with GaoFen-2 remote sensing images	4
Developing a remote sensing-based ecological index based on improved biophysical features	4
Machine learning based combinatorial analysis for land use and land cover assessment in Kyiv City (Ukraine)	4
Neural network-based approach for estimation of downwelling longwave radiation flux under cloudy-sky conditions	4
Characterization of the on-orbit response versus scan angle for Terra MODIS SWIR bands in Collection 7	4
FAFFENet: frequency attention and feature fusion enhancement network for multiscale remote sensing target detection	4
Remote-sensing image super-resolution using classifier-based generative adversarial networks	4
Semi-supervised spatial–spectral classification for hyperspectral image based on three-dimensional Gabor and co-selection self-training	4
Characterization and monitoring of GOES-16 ABI stray light and comparison with Himawari-8 AHI and GOES-17 ABI	4
On-orbit calibration and performance assessments of Terra and Aqua MODIS thermal emissive bands	4
Lithological mapping using EO-1 Hyperion hyperspectral data and semisupervised self-learning method	4
Superpixel-guided preprocessing algorithm for accelerating hyperspectral endmember extraction based on spatial–spectral analysis	4
Improved waveform decomposition with bound constraints for green waveforms of airborne LiDAR bathymetry	4
Nonlocal weighted sparse unmixing based on global search and parallel optimization	4
Clouds and the Earth’s Radiant Energy System strategy for intercalibrating the new-generation geostationary visible imagers	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
Classification of remote sensing time series and similarity metrics for crop type verification	4
Wavelet-ANFIS hybrid model for MODIS NDVI prediction	4
Apple yield prediction mapping using machine learning techniques through the Google Earth Engine cloud in Kashmir Valley, India	4
Variability of the snowline altitude in the eastern Tibetan Plateau from 1995 to 2016 using Google Earth Engine	4
Detecting damaged buildings from satellite imagery	4
Terra and Aqua MODIS collection 7 level 1B algorithm	4
Application of Taguchi method to improve land use land cover classification using PCA-DWT-based SAR-multispectral image fusion	4
Quantitative estimation of clay minerals in airborne hyperspectral data using a calibration field	4
Identifying sandy sites under erosion regime along the Prefecture of Achaia, using remote sensing techniques	4
Intelligent classification of land cover types in open-pit mine area using object-oriented method and multitask learning	4
Identification of windthrow-endangered infrastructure combining LiDAR-based tree extraction methods using GIS	4
High-resolution unmanned aircraft systems imagery for stay-green characterization in grain sorghum (Sorghum bicolor L.)	4
Specifying the relationship between land use/land cover change and dryness in central Vietnam from 2000 to 2019 using Google Earth Engine	4
Subsurface characterization of moisture content and water-to-cement ratio of concrete specimens using remote synthetic aperture radar imaging	4
Cyclonic wind speed retrieval based on Bayesian regularized neural network using CYGNSS data	4
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	4
Updating land cover map based on change detection of high-resolution remote sensing images	4
Geostationary Operational Environmental Satellite-R series advanced baseline imagery artifacts	4
Assessment of heavy metal pollution in agricultural soil around a gold mining area in Yitong County, China, based on satellite hyperspectral imagery	4
Spatial weighted kernel spectral angle constraint method for hyperspectral change detection	4
Lidar study of unusual winter Saharan dust loads above Sofia, Bulgaria: impacts on the local weather and troposphere	4
Hyperspectral estimation of soil composition contents based on kernel principal component analysis and machine learning model	4
Target classification of SAR images using nonlinear correlation information entropy	4
Improved lunar edge response function for on-orbit modulation transfer function calibration using albedo flattening	4
Biomass estimation of crops and natural shrubs by combining red-edge ratio with normalized difference vegetation index	4
Efficient multi-way sparsity estimation for hyperspectral image processing	4
Application of quasi-deep convective clouds method for VIIRS and MODIS TEB calibration assessments	4
Roughness characterization and disaggregation of coarse resolution SMAP soil moisture using single-channel algorithm	4
Evaluation of vicarious calibration for airborne sensors using RadCalNet	4
Change detection method based on vector data and isolation forest algorithm	3
Assessing the niche of Rhododendron arboreum using entropy and machine learning algorithms: role of atmospheric, ecological, and hydrological variables	3
Improved semantic segmentation method using edge features for winter wheat spatial distribution extraction from Gaofen-2 images	3
Augmenting possibilistic c-means classifier to handle noise and within class heterogeneity in classification	3
Dictionary learning technique and penalized maximum likelihood for extending measurement range of a Rayleigh lidar	3
Spatio-temporal variation of fractional vegetation coverage in the Aydingkol Lake Basin	3
Evaluating eco-environment in urban agglomeration from a vegetation-impervious surface-soil-air framework: an example in Ningxia, China	3
Evaluation of vegetation and evapotranspiration changes in Iran using satellite data and ground measurements (Erratum)	3
Radiometric calibration accuracy and stability of GOES-16 ABI Infrared radiance	3
Land scene classification for remote sensing images with an improved capsule network	3
Object tracking by adaptive fusion of thermal infrared and visible spectrum imaging using particle filter and structural similarity index metric	3
Remote sensing image fusion with multistream deep ResCNN	3
Fast change detection method for remote sensing image based on method of connected area labeling and spectral clustering algorithm	3
Feature extraction approach for quality assessment of remotely sensed hyperspectral images	3
Clutter suppression methods based on reduced-dimension transformation for airborne passive radar with impure reference signals	3
Characterizing ecosystem functional type patterns based on subtractive fuzzy cluster means using Sentinel-2 time-series data	3
Planetary boundary layer height retrieval from a diode-laser-based high spectral resolution lidar	3
Multiple-instrument-based spectral irradiance of the Moon	3
Water extraction of hyperspectral imagery based on a fast and effective decision tree water index	3
Knowledge-based 3D reconstruction of bridge structures using UAV-based photogrammetric point cloud	3
Mapping small and medium-sized water reservoirs using Sentinel-1A: a case study in Chiapas, Mexico	3
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	3
Completed local binary patterns feature integrated convolutional neural network-based terrain classification algorithm in polarimetric synthetic aperture radar images	3
Forest classification using synthetic GF-1/WFV time series and phenological parameters	3
Sparse representation-based detail-injection method for pan-sharpening	3
Integrated crop growth and radiometric modeling to support Sentinel synthetic aperture radar observations of agricultural fields	3
Effects of out-of-band and time-varying relative spectral response on the calibration of MODIS reflective solar bands	3
Feature evaluation for land use and land cover classification based on statistical, textural, and shape features over Landsat and Sentinel imagery	3
Resolving contributions of NO2 and SO2 to PM2.5 and O3 pollutions in the North China Plain via multi-task learning	3
Ground target extraction using airborne streak tube imaging LiDAR	3
Efficient multitask learning analyses on grain silo measurement	3
Investigation of the effects of water table dropdown on land subsidence in the Kabudar Ahang plain of Hamedan by InSAR techniques	3
Destriping and evaluating FY-3D MERSI-2 data with the moment matching method based on synchronous reference image	3
GoSPo: a goniospectropolarimeter to assess reflectance, transmittance, and surface polarization as related to leaf optical properties	3
Hyperspectral band selection based on dual evaluation measures and improved nondominated sorting genetic algorithm	3
Joint detection and tracking of extended stealth targets from image observations based on subrandom matrices	3
Ship detection of coast defense radar in real marine environment based on fast YOLO V4	3
Mineralogical mapping using EO-1 Hyperion data for iron mine identification	3
Individual tree detection and crown segmentation based on metabolic theory from airborne laser scanning data	3
Improving C-band weather radar reflectivity attenuation based on two-dimensional video disdrometer data	3
Analysis of asymmetry in diurnal warming and its impact on vegetation phenology in the Qinghai-Tibetan Plateau using MODIS remote sensing data	3
Weakly supervised ship detection from SAR images based on a three-component CNN-CAM-CRF model	3
Extraction and analysis of elevation changes in Antarctic ice sheet from CryoSat-2 and Sentinel-3 radar altimeters	3
Identifying artificially drained pasture soils using machine learning and Earth observation imagery	3
Parameter estimation of linear frequency modulated signals based on a Wigner–Ville distribution complex-valued convolutional neural network	3
Change prediction and modeling of dynamic mangrove ecosystem using remotely sensed hyperspectral image data	3
Assessing the effectiveness of PlanetScope synthesized panchromatic bands for spatial enhancement of Sentinel-2 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
Anchor-free network with guided attention for ship detection in aerial imagery	3