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 2020-07-01 to 2024-07-01.)
ArticleCitations
Hyperspectral remote sensing in lithological mapping, mineral exploration, and environmental geology: an updated review98
MLNet: multichannel feature fusion lozenge network for land segmentation43
Self-supervised embedding for generalized zero-shot learning in remote sensing scene classification36
GEE4FLOOD: rapid mapping of flood areas using temporal Sentinel-1 SAR images with Google Earth Engine cloud platform33
Floodwater detection in urban areas using Sentinel-1 and WorldDEM data32
Multiscale building segmentation based on deep learning for remote sensing RGB images from different sensors29
Hyperspectral change detection based on modification of UNet neural networks26
PANDA: parallel asymmetric network with double attention for cloud and its shadow detection25
Improved U-Nets with inception blocks for building detection23
Using improved DeepLabv3+ network integrated with normalized difference water index to extract water bodies in Sentinel-2A urban remote sensing images21
3D convolutional siamese network for few-shot hyperspectral classification19
Machine learning and shoreline monitoring using optical satellite images: case study of the Mostaganem shoreline, Algeria19
Deep global-local transformer network combined with extended morphological profiles for hyperspectral image classification18
Randomized independent component analysis and linear discriminant analysis dimensionality reduction methods for hyperspectral image classification18
AI-ForestWatch: semantic segmentation based end-to-end framework for forest estimation and change detection using multi-spectral remote sensing imagery18
Orbita hyperspectral satellite image for land cover classification using random forest classifier17
Modification on optical trapezoid model for accurate estimation of soil moisture content in a maize growing field16
Machine learning inversion approach for soil parameters estimation over vegetated agricultural areas using a combination of water cloud model and calibrated integral equation model16
Deep learning-based framework for spatiotemporal data fusion: an instance of Landsat 8 and Sentinel 2 NDVI15
Perspectives on flood forecast-based early action and opportunities for Earth observations15
Road extraction from satellite and aerial image using SE-Unet15
Vis–NIR spectroscopy: from leaf dry mass production estimate to the prediction of macro- and micronutrients in soybean crops15
Pointwise classification of mobile laser scanning point clouds of urban scenes using raw data15
Review of approaches for the estimation of sensible heat flux in remote sensing-based evapotranspiration models15
Time-series unmanned aerial vehicle photogrammetry monitoring method without ground control points to measure mining subsidence14
Spatial–temporal analysis of urban ecological comfort index derived from remote sensing data: a case study of Hefei, China13
Lidar-based estimates of aboveground biomass through ground, aerial, and satellite observation: a case study in a Mediterranean forest13
Improving weed segmentation in sugar beet fields using potentials of multispectral unmanned aerial vehicle images and lightweight deep learning13
Global chlorophyll-a concentration estimation from moderate resolution imaging spectroradiometer using convolutional neural networks13
Construction and application of quality evaluation index system for remote-sensing image fusion13
Snow and cloud detection using a convolutional neural network and low-resolution data from the Electro-L No. 2 Satellite12
Assessment of InSAR tropospheric signal correction methods12
Hyperspectral image segmentation using 3D regularized subspace clustering model12
Automatic detection of surface-water bodies from Sentinel-1 images for effective mosquito larvae control12
Comparative research on different backbone architectures of DeepLabV3+ for building segmentation12
Improved YOLOv3 model for vehicle detection in high-resolution remote sensing images11
Land cover classification based on the PSPNet and superpixel segmentation methods with high spatial resolution multispectral remote sensing imagery11
Sentinel-1 and Sentinel-2 data fusion system for surface water extraction11
Object-based random forest wetland mapping in Conne River, Newfoundland, Canada11
Manipulation and generation of synthetic satellite images using deep learning models11
Individual tree crown detection and delineation across a woodland using leaf-on and leaf-off imagery from a UAV consumer-grade camera11
NOAA-20 Visible Infrared Imaging Radiometer Suite day–night band on-orbit calibration and performance11
Object-oriented detection of building shadow in TripleSat-2 remote sensing imagery11
Impact of geometric misregistration in GlobeLand30 on land-cover change analysis, a case study in China10
Study on ground object classification based on the hyperspectral fusion images of ZY-1(02D) satellite10
Approach for improving YOLOv5 network with application to remote sensing target detection10
Subpixel impervious surface estimation in the Nansi Lake Basin using random forest regression combined with GF-5 hyperspectral data10
Artificial neural networks model based on remote sensing to retrieve evapotranspiration over the Brazilian Pampa10
Hyperspectral image classification method based on M-3DCNN-Attention10
Remote sensing image retrieval by integrating automated deep feature extraction and handcrafted features using curvelet transform9
Lightweight convolutional neural network for bitemporal SAR image change detection9
Two-stage ship detection in synthetic aperture radar images based on attention mechanism and extended pooling9
Comparison of 3D scan matching techniques for autonomous robot navigation in urban and agricultural environments9
Buried target detection method for ground penetrating radar based on deep learning9
Hedgerow object detection in very high-resolution satellite images using convolutional neural networks9
Importance of individual sample of training data in modified possibilistic c-means classifier for handling heterogeneity within a specific crop9
Multiscale nested U-Net for small sample classification of hyperspectral images9
Four-directional spatial regularization for sparse hyperspectral unmixing9
Inland water quality parameters retrieval based on the VIP-SPCA by hyperspectral remote sensing8
Estimation of soil copper content in mining area using ZY1-02D satellite hyperspectral data8
Hyperspectral image classification using deep convolutional neural network and stochastic relaxation labeling8
High-latitude wetland mapping using multidate and multisensor Earth observation data: a case study in the Northwest Territories8
Approach for estimation of ecosystem services value using multitemporal remote sensing images8
Integration of deep convolutional neural networks and mathematical morphology-based postclassification framework for urban slum mapping8
Assessing the potential of Sentinel-2 data for tracking invasive water hyacinth in a river branch8
Automatic aircraft detection in very-high-resolution satellite imagery using a YOLOv3-based process8
Radiometric quality improvement of hyperspectral remote sensing images: a technical tutorial on variational framework8
Remote sensing of marine oil slicks with hyperspectral camera and an extended database8
3D autoencoder algorithm for lithological mapping using ZY-1 02D hyperspectral imagery: a case study of Liuyuan region8
Terra MODIS: 20 years of on-orbit calibration and performance8
Qualitative and quantitative analysis of artificial neural network-based post-classification comparison to detect the earth surface variations using hyperspectral and multispectral datasets7
Hierarchical mapping of Brazilian Savanna (Cerrado) physiognomies based on deep learning7
Assessment of the shoreline evolution using the CORONA declassified images. A case study in the north of Ilia prefecture, Peloponnese, Greece7
Convolutional block attention module U-Net: a method to improve attention mechanism and U-Net for remote sensing images7
Classification and status monitoring of agricultural crops in central Morocco: a synergistic combination of OBIA approach and fused Landsat-Sentinel-2 data7
On ‘ground’ truth and why we should abandon the term7
C-band dual-polarization Doppler weather radar at Thumba (8.537°N, 76.865°E): initial results and validation7
Targeted adversarial discriminative domain adaptation7
Estimation of bell pepper evapotranspiration using two-source energy balance model based on high-resolution thermal and visible imagery from unmanned aerial vehicles7
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 India7
Unmanned aerial vehicle remote sensing to delineate cotton root rot7
Evaluation of vicarious calibration for airborne sensors using RadCalNet7
Detection of bark beetle infestation in drone imagery via thresholding cellular automata7
Fully convolutional DenseNet with adversarial training for semantic segmentation of high-resolution remote sensing images7
Super-resolution method using generative adversarial network for Gaofen wide-field-view images7
SNPP VIIRS RSB on-orbit radiometric calibration algorithms Version 2.0 and the performances, part 1: the algorithms7
Fusion of hyperspectral and LiDAR data using sparse stacked autoencoder for land cover classification with 3D-2D convolutional neural network7
Cloud removal for optical remote sensing imagery using the SPA-CycleGAN network7
Machine learning based combinatorial analysis for land use and land cover assessment in Kyiv City (Ukraine)6
Machine learning and generalized linear model techniques to predict aboveground biomass in Amazon rainforest using LiDAR data6
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 re6
Spatial clustering using neighborhood for multispectral images6
HFC-SST: improved spatial-spectral transformer for hyperspectral few-shot classification6
Land-cover classification of high-resolution remote sensing image based on multi-classifier fusion and the improved Dempster–Shafer evidence theory6
Surface temperature and salinity in the northern Bay of Bengal: in situ measurements compared with satellite observations and model output6
Statistical methods to estimate the accuracy of diachronic low-resolution satellite instruments for shoreline monitoring6
Spectral dimensionality of imaging spectroscopy data over diverse landscapes and spatial resolutions6
Unsupervised spectral–spatial multiscale feature learning framework for hyperspectral image classification based on multiple kernel self-organizing maps6
Remotely sensed characterization of Acacia longifolia invasive plants in the Cape Floristic region of the Western Cape, South Africa6
Convex geometry and K-medoids based noise-robust endmember extraction algorithm6
SA-U-Net++: SAR marine floating raft aquaculture identification based on semantic segmentation and ISAR augmentation6
On-orbit calibration and characterization of GOES-17 ABI IR bands under dynamic thermal condition6
Estimation of nitrogen status and yield of rice crop using unmanned aerial vehicle equipped with multispectral camera6
Improvements of on-orbit characterization of Terra MODIS short-wave infrared spectral bands out-of-band responses6
Fast aircraft detection method in optical remote sensing images based on deep learning6
Self-training algorithm for hyperspectral imagery classification based on mixed measurement k-nearest neighbor and support vector machine6
Satellite monitoring of forest fire impact and regeneration using NDVI and LST6
Absolute radiometric calibration of Fengyun-3D Medium Resolution Spectral Imager-II and radiation characteristics analysis6
Landscape fragmentation in coffee agroecological subzones in central Kenya: a multiscale remote sensing approach6
Mapping of thermal power plant emitted atmospheric carbon dioxide concentration using AVIRIS-NG data and atmospheric radiative transfer model simulations6
Use of noise reduction filters on stereo images for improving the accuracy and quality of the digital elevation model5
Validation of GOES-16 ABI VNIR channel radiometric performance with NPP and NOAA-20 VIIRS over the Sonoran Desert5
Lithological mapping using EO-1 Hyperion hyperspectral data and semisupervised self-learning method5
Soil moisture retrieval improvement over agricultural fields by adding entropy–alpha dual-polarimetric decomposition features5
M2-APNet: A multimodal deep learning network to predict major air pollutants from temporal satellite images5
Monitoring surface subsidence in the Binchang mining area using small baseline subset differential interferometric synthetic aperture radar with Sentinel-1A data5
Temporal and spatial characteristics of harmful algal blooms in the offshore waters, China during 1990 to 20195
Decorrelated unbiased converted measurement for bistatic radar tracking5
Semi-supervised spatial–spectral classification for hyperspectral image based on three-dimensional Gabor and co-selection self-training5
Evaluation of vegetation and evapotranspiration changes in Iran using satellite data and ground measurements5
Impact of spectroscopic information on total column water vapor retrieval in the near-infrared spectral region5
Bathymetry derivation in shallow water of the South China Sea with ICESat-2 and Sentinel-2 data5
Roughness characterization and disaggregation of coarse resolution SMAP soil moisture using single-channel algorithm5
Landslide susceptibility mapping: an integrated approach using knowledge-based numerical rating scheme, remote sensing, and multiple overlay analysis5
Hyperspectral imagery denoising using minimum noise fraction and VBM3D5
Multi-sensor study of precipitable water vapor and atmospheric profiling from microwave radiometer, GNSS/MET, radiosonde, and ECMWF reanalysis in Beijing5
Toward high-performance SPAD arrays for space-based atmosphere and ocean profiling LiDARs5
Application of quasi-deep convective clouds method for VIIRS and MODIS TEB calibration assessments5
Specifying the relationship between land use/land cover change and dryness in central Vietnam from 2000 to 2019 using Google Earth Engine5
Biomass estimation of crops and natural shrubs by combining red-edge ratio with normalized difference vegetation index5
Synthetic aperture radar target recognition based on joint classification of selected monogenic components by nonlinear correlation information entropy5
Lightweight multiscale framework for segmentation of high-resolution remote sensing imagery5
Early drought warning based on chlorophyll fluorescence and normalized difference vegetation index in Xilingol League of China5
Time-series metrics applied to land use and land cover mapping with focus on landslide detection5
Efficient subspace clustering of hyperspectral images using similarity-constrained sampling5
MBBOS-GCN: minimum bounding box over-segmentation—graph convolution 3D point cloud deep learning model5
SNPP VIIRS RSB on-orbit radiometric calibration algorithms Version 2.0 and the performances, part 2: the performances5
FAFFENet: frequency attention and feature fusion enhancement network for multiscale remote sensing target detection5
Spatial–spectral hyperspectral image classification based on primary and secondary capsule network5
Mapping the probability of freshwater algal blooms with various spectral indices and sources of training data4
Developing a remote sensing-based ecological index based on improved biophysical features4
Classification of remote sensing time series and similarity metrics for crop type verification4
SRANet: semantic relation aware network for semantic segmentation of remote sensing images4
Pyramid self-attention mechanism-based change detection in hyperspectral imagery4
Multi-spectral cloud detection based on a multi-dimensional and multi-grained dense cascade forest4
Cyclonic wind speed retrieval based on Bayesian regularized neural network using CYGNSS data4
Anchor-free network with guided attention for ship detection in aerial imagery4
Updating land cover map based on change detection of high-resolution remote sensing images4
Efficient multitask learning analyses on grain silo measurement4
Characterizing ecosystem functional type patterns based on subtractive fuzzy cluster means using Sentinel-2 time-series data4
Spatial weighted kernel spectral angle constraint method for hyperspectral change detection4
Studying dual-sensor time-series remote sensing data for Dalbergia sissoo mapping in a Lesser Himalayan area4
Target classification of SAR images using nonlinear correlation information entropy4
Remote-sensing image super-resolution using classifier-based generative adversarial networks4
Lidar study of unusual winter Saharan dust loads above Sofia, Bulgaria: impacts on the local weather and troposphere4
On-orbit calibration and performance assessments of Terra and Aqua MODIS thermal emissive bands4
Augmenting possibilistic c-means classifier to handle noise and within class heterogeneity in classification4
Characterization of the on-orbit response versus scan angle for Terra MODIS SWIR bands in Collection 74
Identifying sandy sites under erosion regime along the Prefecture of Achaia, using remote sensing techniques4
Sparse aperture bistatic ISAR imaging under low signal-to-noise ratio condition4
Apple yield prediction mapping using machine learning techniques through the Google Earth Engine cloud in Kashmir Valley, India4
Integrated crop growth and radiometric modeling to support Sentinel synthetic aperture radar observations of agricultural fields4
Developing a new IHS-based fusion methodology for GeoEye-1 satellite imagery with the ELSHORA fusion technique4
Clouds and the Earth’s Radiant Energy System strategy for intercalibrating the new-generation geostationary visible imagers4
Quantitative estimation of clay minerals in airborne hyperspectral data using a calibration field4
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 statist4
Characterization and monitoring of GOES-16 ABI stray light and comparison with Himawari-8 AHI and GOES-17 ABI4
Multilevel feature context semantic fusion network for cloud and cloud shadow segmentation4
Wavelet-ANFIS hybrid model for MODIS NDVI prediction4
Urban forestry detection by deep learning method with GaoFen-2 remote sensing images4
Neural network-based approach for estimation of downwelling longwave radiation flux under cloudy-sky conditions4
Matching wide-baseline stereo images with weak texture using the perspective invariant local feature transformer4
Evaluation of vegetation and evapotranspiration changes in Iran using satellite data and ground measurements (Erratum)4
High-resolution unmanned aircraft systems imagery for stay-green characterization in grain sorghum (Sorghum bicolor L.)4
Variability of the snowline altitude in the eastern Tibetan Plateau from 1995 to 2016 using Google Earth Engine4
Identification of windthrow-endangered infrastructure combining LiDAR-based tree extraction methods using GIS4
Intelligent classification of land cover types in open-pit mine area using object-oriented method and multitask learning4
Terra and Aqua MODIS collection 7 level 1B algorithm4
Multiple-instrument-based spectral irradiance of the Moon4
Nonlocal weighted sparse unmixing based on global search and parallel optimization4
Spatial–spectral hyperspectral images classification based on Krill Herd band selection and edge-preserving transform domain recursive filter4
Mineralogical mapping using EO-1 Hyperion data for iron mine identification4
Synergistic estimation of soil salinity based on Sentinel-1 image texture and Sentinel-2 salinity spectral indices4
Time series interferometric synthetic aperture radar-based modeling and analysis of complex land subsidence caused by multi-seam coal mining on the Liaohe Plain, China4
Efficient multi-way sparsity estimation for hyperspectral image processing4
Identifying artificially drained pasture soils using machine learning and Earth observation imagery4
Destriping and evaluating FY-3D MERSI-2 data with the moment matching method based on synchronous reference image4
Geostationary Operational Environmental Satellite-R series advanced baseline imagery artifacts4
Evaluation of remote sensing and modeled chlorophyll-a products of the Baltic Sea4
Detecting damaged buildings from satellite imagery4
Assessment of heavy metal pollution in agricultural soil around a gold mining area in Yitong County, China, based on satellite hyperspectral imagery4
Application of Taguchi method to improve land use land cover classification using PCA-DWT-based SAR-multispectral image fusion4
Mapping large area tea plantations using progressive random forest and Google Earth Engine4
Hyperspectral estimation of soil composition contents based on kernel principal component analysis and machine learning model4
Superpixel-guided preprocessing algorithm for accelerating hyperspectral endmember extraction based on spatial–spectral analysis4
Resolving contributions of NO2 and SO2 to PM2.5 and O3 pollutions in the North China Plain via multi-task learning3
Change prediction and modeling of dynamic mangrove ecosystem using remotely sensed hyperspectral image data3
Segmentation of wheat farmland with improved U-Net on drone images3
Assessing the effectiveness of PlanetScope synthesized panchromatic bands for spatial enhancement of Sentinel-2 data3
Flexible 3-D Gabor features fusion for hyperspectral imagery classification3
Interference image registration combined by enhanced scale-invariant feature transform characteristics and correlation coefficient3
Lithological mapping for complex geological formations with mixed classifiers using Landsat 8 data3
Stability evaluation at Xishan Loess landslide using InSAR technique applying ascending and descending SAR data3
GoSPo: a goniospectropolarimeter to assess reflectance, transmittance, and surface polarization as related to leaf optical properties3
Improved semantic segmentation method using edge features for winter wheat spatial distribution extraction from Gaofen-2 images3
Water extraction of hyperspectral imagery based on a fast and effective decision tree water index3
AVIRIS-NG hyperspectral data for biomass modeling: from ground plot selection to forest species recognition3
MDCNN: multispectral pansharpening based on a multiscale dilated convolutional neural network3
Evaluating eco-environment in urban agglomeration from a vegetation-impervious surface-soil-air framework: an example in Ningxia, China3
Land scene classification for remote sensing images with an improved capsule network3
Radiometric calibration accuracy and stability of GOES-16 ABI Infrared radiance3
Feature evaluation for land use and land cover classification based on statistical, textural, and shape features over Landsat and Sentinel imagery3
Clutter suppression methods based on reduced-dimension transformation for airborne passive radar with impure reference signals3
Improving stacked-autoencoders with 1D convolutional-nets for hyperspectral image land-cover classification3
Parameter estimation of linear frequency modulated signals based on a Wigner–Ville distribution complex-valued convolutional neural network3
Fast change detection method for remote sensing image based on method of connected area labeling and spectral clustering algorithm3
Planetary boundary layer height retrieval from a diode-laser-based high spectral resolution lidar3
Investigation of the effects of water table dropdown on land subsidence in the Kabudar Ahang plain of Hamedan by InSAR techniques3
MLFFNet: multilevel feature fusion network for monocular depth estimation from aerial images3
Ship detection of coast defense radar in real marine environment based on fast YOLO V43
Change detection for multispectral images using modified semantic segmentation network3
Validation of the operational simplified surface energy balance products and spatiotemporal changes in evapotranspiration in China from 2003 to 20163
Mapping small and medium-sized water reservoirs using Sentinel-1A: a case study in Chiapas, Mexico3
Joint detection and tracking of extended stealth targets from image observations based on subrandom matrices3
Knowledge-based 3D reconstruction of bridge structures using UAV-based photogrammetric point cloud3
Spatio-temporal variation of fractional vegetation coverage in the Aydingkol Lake Basin3
AMFNet: an attention-based multi-level feature fusion network for ground objects extraction from mining area’s UAV-based RGB images and digital surface model3
Forest classification using synthetic GF-1/WFV time series and phenological parameters3
MST-UNet: a modified Swin Transformer for water bodies’ mapping using Sentinel-2 images3
Extraction and analysis of elevation changes in Antarctic ice sheet from CryoSat-2 and Sentinel-3 radar altimeters3
Remote sensing image fusion with multistream deep ResCNN3
Ground displacements revealed by A-DInSAR analysis in the Germano iron mining complex before and after the Fundão Dam collapse using Sentinel-1 data3
Efficient photometric and geometric stitching approach for remote sensing images based on wavelet transform and local invariant3
Contrast threshold adaptive adjustment algorithm for remote sensing image matching3
Ground target extraction using airborne streak tube imaging LiDAR3
Use of high-resolution unmanned aerial systems imagery and machine learning to evaluate grain sorghum tolerance to mesotrione3
Refined land-cover classification mapping using a multi-scale transformation method from remote sensing, unmanned aerial vehicle, and field surveys in Sanjiangyuan National Park, China3
Spectral decomposition of remote sensing reflectance variance due to the spatial variability from ocean color and high-resolution satellite sensors3
DRYDet: decoupling YOLOv5 detector and refining the tasks in remote sensing scenario3
Application of deep learning algorithm for estimating stand volume in South Korea3
Iterative weighted active transfer learning hyperspectral image classification3
Assessing the niche of Rhododendron arboreum using entropy and machine learning algorithms: role of atmospheric, ecological, and hydrological variables3
Uncertainty measurement-guided iterative sample selection via shallow convolutional neural network for hyperspectral image classification3
Dictionary learning technique and penalized maximum likelihood for extending measurement range of a Rayleigh lidar3
Completed local binary patterns feature integrated convolutional neural network-based terrain classification algorithm in polarimetric synthetic aperture radar images3
Individual tree detection and crown segmentation based on metabolic theory from airborne laser scanning data3
Analysis of asymmetry in diurnal warming and its impact on vegetation phenology in the Qinghai-Tibetan Plateau using MODIS remote sensing data3
Hyperspectral band selection based on dual evaluation measures and improved nondominated sorting genetic algorithm3
Object tracking by adaptive fusion of thermal infrared and visible spectrum imaging using particle filter and structural similarity index metric3
Context-aware cross-level attention fusion network for infrared small target detection3
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