International Journal of Remote Sensing

Papers
(The TQCC of International Journal of Remote Sensing is 6. 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 2020-11-01 to 2024-11-01.)
ArticleCitations
An innovative echo detection system with STM32 gated and PMT adjustable gain for airborne LiDAR94
Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification92
A machine learning-based strategy for estimating non-optically active water quality parameters using Sentinel-2 imagery78
Design of supercontinuum laser hyperspectral light detection and ranging (LiDAR) (SCLaHS LiDAR)76
A2-FPN for semantic segmentation of fine-resolution remotely sensed images72
Assessing of Urban Vegetation Biomass in Combination with LiDAR and High-resolution Remote Sensing Images63
MANet: a multi-level aggregation network for semantic segmentation of high-resolution remote sensing images58
Prediction of InSAR deformation time-series using a long short-term memory neural network58
DAU-Net: a novel water areas segmentation structure for remote sensing image56
Dual attention deep fusion semantic segmentation networks of large-scale satellite remote-sensing images55
Advancements in the remote sensing of landscape pattern of urban green spaces and vegetation fragmentation54
PolarDet: a fast, more precise detector for rotated target in aerial images53
Documentation, Three-Dimensional (3D) Modelling and visualization of cultural heritage by using Unmanned Aerial Vehicle (UAV) photogrammetry and terrestrial laser scanners50
Cloud/shadow segmentation based on global attention feature fusion residual network for remote sensing imagery48
A comprehensive review on remote sensing image registration48
New SAR target recognition based on YOLO and very deep multi-canonical correlation analysis45
Assessing Crop Water Stress Index of Citrus Using In-Situ Measurements, Landsat, and Sentinel-2 Data44
Cloud/shadow segmentation based on multi-level feature enhanced network for remote sensing imagery43
Spatiotemporal Fusion of Remote Sensing Images using a Convolutional Neural Network with Attention and Multiscale Mechanisms40
PMT gain self-adjustment system for high-accuracy echo signal detection36
A phenological object-based approach for rice crop classification using time-series Sentinel-1 Synthetic Aperture Radar (SAR) data in Taiwan36
Parametric study of convolutional neural network based remote sensing image classification36
Fast and accurate land-cover classification on medium-resolution remote-sensing images using segmentation models33
NestNet: a multiscale convolutional neural network for remote sensing image change detection32
Small sample classification of hyperspectral image using model-agnostic meta-learning algorithm and convolutional neural network31
Convolutional neural networks for water segmentation using sentinel-2 red, green, blue (RGB) composites and derived spectral indices31
Detection and validation of spatiotemporal snow cover variability in the Himalayas using Ku-band (13.5 GHz) SCATSAT-1 data30
Improving the estimation accuracy of SPAD values for maize leaves by removing UAV hyperspectral image backgrounds30
Hyperspectral reflectance sensing for quantifying leaf chlorophyll content in wasabi leaves using spectral pre-processing techniques and machine learning algorithms29
GSCCTL: a general semi-supervised scene classification method for remote sensing images based on clustering and transfer learning29
DBSCAN-based point cloud extraction for Tomographic synthetic aperture radar (TomoSAR) three-dimensional (3D) building reconstruction27
The use of radar and optical satellite imagery combined with advanced machine learning and metaheuristic optimization techniques to detect and quantify above ground biomass of intertidal seagrass in a27
An active-passive fusion strategy and accuracy evaluation for shallow water bathymetry based on ICESat-2 ATLAS laser point cloud and satellite remote sensing imagery27
Northwest monsoon upwelling within the Indonesian seas27
Temporal difference-guided network for hyperspectral image change detection27
Deep support vector machine for PolSAR image classification27
SpectralSWIN: a spectral-swin transformer network for hyperspectral image classification27
The Three Indices Three Dimensions (3I3D) algorithm: a new method for forest disturbance mapping and area estimation based on optical remotely sensed imagery26
Ship detection based on fused features and rebuilt YOLOv3 networks in optical remote-sensing images26
Semantic segmentation of major macroalgae in coastal environments using high-resolution ground imagery and deep learning25
UAV remote sensing monitoring of pine forest diseases based on improved Mask R-CNN25
FENet: feature enhancement network for land cover classification24
A spectral index for the detection of algal blooms using Sentinel-2 Multispectral Instrument (MSI) imagery: a case study of Hulun Lake, China24
Mapping paddy rice using Landsat time series data in the Ganfu Plain irrigation system, Southern China, from 1988−201724
Forest cover change in China from 2000 to 201623
Change detection analysis in coverage area of coal fire from 2009 to 2019 in Jharia Coalfield using remote sensing data23
Coupling of deep learning and remote sensing: a comprehensive systematic literature review22
Quantitative assessment of grassland foliar moisture parameters as an inference on rangeland condition in the mesic rangelands of southern Africa22
PRISMA sensor evaluation: a case study of mineral mapping performance over Makhtesh Ramon, Israel22
Evaluation of satellite/reanalysis precipitation products over Iran22
A novel unsupervised forest change detection method based on the integration of a multiresolution singular value decomposition fusion and an edge-aware Markov Random Field algorithm22
A hierarchical object detection method in large-scale optical remote sensing satellite imagery using saliency detection and CNN21
Remote sensing versus the area sampling frame method in paddy rice acreage estimation in Indramayu regency, West Java province, Indonesia21
Feature based remote sensing image registration techniques: a comprehensive and comparative review21
Identification and classification of Asian soybean rust using leaf-based hyperspectral reflectance21
Remote sensing image segmentation based on the fuzzy deep convolutional neural network21
Predicting paddy yield at spatial scale using optical and Synthetic Aperture Radar (SAR) based satellite data in conjunction with field-based Crop Cutting Experiment (CCE) data21
Advancements in satellite image classification : methodologies, techniques, approaches and applications20
Image fusion in remote sensing by multi-objective deep learning20
Performance evaluation of multi-parametric synthetic aperture radar data for geological lineament extraction20
Rice phenology mapping using novel target characterization parameters from polarimetric SAR data20
Analysis for 3-D morphology structural changes for underwater topographical in Culebrita Island20
Tensor-based keypoint detection and switching regression model for relative radiometric normalization of bitemporal multispectral images20
Land subsidence induced by underground coal mining at Quang Ninh, Vietnam: persistent scatterer interferometric synthetic aperture radar observation using Sentinel-1 data20
Estimates of lava discharge rate of 2018 Kīlauea Volcano, Hawaiʻi eruption using multi-sensor satellite and laboratory measurements20
Next-generation remote sensing and prediction of sand and dust storms: State-of-the-art and future trends20
Effect of spring irrigation on soil salinity monitoring with UAV-borne multispectral sensor19
Multi-objective multi-verse optimizer based unsupervised band selection for hyperspectral image classification19
SGBNet: An Ultra Light-weight Network for Real-time Semantic Segmentation of Land Cover19
Combining spectral and texture features of UAV hyperspectral images for leaf nitrogen content monitoring in winter wheat19
Research on volume prediction of single tree canopy based on three-dimensional (3D) LiDAR and clustering segmentation19
Estimating cloud base height from Himawari-8 based on a random forest algorithm19
A semantic segmentation method with category boundary for Land Use and Land Cover (LULC) mapping of Very-High Resolution (VHR) remote sensing image18
Extraction of built-up area using multi-sensor data—A case study based on Google earth engine in Zhejiang Province, China18
Efficient Real-Time Human Detection Using Unmanned Aerial Vehicles Optical Imagery18
Assessing MODIS carbon and water fluxes in grasslands and shrublands in semiarid regions using eddy covariance tower data18
Vegetation cover monitoring in tropical regions using SAR-C dual-polarization index: seasonal and spatial influences18
Evaluation of ACOLITE atmospheric correction methods for Landsat-8 and Sentinel-2 in the Río de la Plata turbid coastal waters18
Spatio-temporal variability of chlorophyll-a in response to coastal upwelling and mesoscale eddies in the South Eastern Arabian Sea18
Whale optimization-based band selection technique for hyperspectral image classification18
Mapping coastal wetlands in the Yellow River Delta, China during 2008–2019: impacts of valid observations, harmonic regression, and critical months18
A novel automatic method on pseudo-invariant features extraction for enhancing the relative radiometric normalization of high-resolution images17
Deep learning in different remote sensing image categories and applications: status and prospects17
Multiscale object detection in high-resolution remote sensing images via rotation invariant deep features driven by channel attention17
Mapping the páramo land-cover in the Northern Andes17
Active deep densely connected convolutional network for hyperspectral image classification17
A deep learning based oil spill detector using Sentinel-1 SAR imagery17
Integrating change magnitude maps of spectrally enhanced multi-features for land cover change detection17
Aircraft detection in remote sensing images based on deconvolution and position attention17
Using enhanced data co-registration to update Spanish National Forest Inventories (NFI) and to reduce training data under LiDAR-assisted inference17
Learning from multimodal and multisensor earth observation dataset for improving estimates of mangrove soil organic carbon in Vietnam17
Assessing rice lodging using UAV visible and multispectral image16
Monitoring of a landmark bridge using SAR interferometry coupled with engineering data and forensics16
A self-attention capsule feature pyramid network for water body extraction from remote sensing imagery16
Assimilation of leaf Area Index from multisource earth observation data into the WOFOST model for sugarcane yield estimation16
Resolution reconstruction classification: fully octave convolution network with pyramid attention mechanism for hyperspectral image classification16
Two novel benchmark datasets from ArcGIS and bing world imagery for remote sensing image retrieval16
CBERS data cubes for land use and land cover mapping in the Brazilian Cerrado agricultural belt16
An object-based graph model for unsupervised change detection in high resolution remote sensing images16
A random patches based edge preserving network for land cover classification using Polarimetric Synthetic Aperture Radar images16
Snow depth retrieval in North-Western Himalayan region using pursuit-monostatic TanDEM-X datasets applying polarimetric synthetic aperture radar interferometry based inversion Modelling16
Building panoptic change segmentation with the use of uncertainty estimation in squeeze-and-attention CNN and remote sensing observations16
Assessment of red-edge vegetation descriptors in a modified water cloud model for forward modelling using Sentinel – 1A and Sentinel – 2 satellite data16
Roof bolt identification in underground coal mines from 3D point cloud data using local point descriptors and artificial neural network15
Y-Net: A Multiclass Change Detection Network for Bi-temporal Remote Sensing Images15
A method for calculating the leaf inclination of soybean canopy based on 3D point clouds15
C-band synthetic aperture radar (SAR) imagery for the classification of diverse cropping systems15
Predicting mining-induced dynamic deformations for drilling solution rock salt mine based on probability integral method and weibull temporal function15
Lightweight algorithm for multi-scale ship detection based on high-resolution SAR images15
Climate- and human-driven variations in lake area and number in North Xinjiang, China15
High resolution C-band SAR backscatter response to peatland water table depth and soil moisture: a laboratory experiment15
Inception residual attention network for remote sensing image super-resolution15
Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning15
Ship detection of optical remote sensing image in multiple scenes15
VEdge_Detector: automated coastal vegetation edge detection using a convolutional neural network15
A review of 3D reconstruction from high-resolution urban satellite images14
A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery14
MS-CNN: multiscale recognition of building rooftops from high spatial resolution remote sensing imagery14
Topography-correlated atmospheric signal mitigation for InSAR applications in the Tibetan plateau based on global atmospheric models14
Performance of random forest and buffer analysis of Sentinel-2 data for modelling soil salinity in the Lower-Cheliff plain (Algeria)14
Wind speed retrieval from Chinese Gaofen-3 synthetic aperture radar using an analytical approach in the nearshore waters of China’s seas14
Mapping SAR geometric distortions and their stability along time: a new tool in Google Earth Engine based on Sentinel-1 image time series14
Multiscale denoising autoencoder for improvement of target detection14
Prediction of 3D deformation due to large gradient mining subsidence based on InSAR and constraints of IDPIM model14
A new method to estimate global freshwater phytoplankton carbon fixation using satellite remote sensing: initial results14
Exploring the use of Unmanned Aerial Vehicles (UAVs) with the simplified ‘triangle’ technique for soil water content and evaporative fraction retrievals in a Mediterranean setting14
Utility and optimization of LANDSAT-derived burned area maps for southern California14
Exploring the potential of canopy reflectance spectra for estimating organic carbon content of aboveground vegetation in coastal wetlands13
Small, sparse, but substantial: techniques for segmenting small agricultural fields using sparse ground data13
Examining phenological variation of on-year and off-year bamboo forests based on the vegetation and environment monitoring on a New Micro-Satellite (VENµS) time-series data13
Individual tree detection using template matching of multiple rasters derived from multispectral airborne laser scanning data13
Predicting potential fishing grounds of ribbonfish (Trichiurus lepturus) in the north-eastern Arabian Sea, using remote sensing data13
Detection, identification and posture recognition of cattle with satellites, aerial photography and UAVs using deep learning techniques13
Long-term remote sensing of total suspended matter using Landsat series sensors in Hulun Lake, China13
Slum Extraction from High Resolution Satellite Data using Mathematical Morphology based approach13
Changes in the flood plains and water quality along the Himalayan rivers after the Chamoli disaster of 7 February 202113
Multi Angle Rotation Object Detection for Remote Sensing Image Based on Modified Feature Pyramid Networks13
Permuted Spectral and Permuted Spectral-Spatial CNN Models for PolSAR-Multispectral Data based Land Cover Classification13
PolInSAR decorrelation-based decomposition modelling of spaceborne multifrequency SAR data13
Estimating carbon isotope discrimination and grain yield of bread wheat grown under water-limited and full irrigation conditions by hyperspectral canopy reflectance and multilinear regression analysis13
Extracting three-dimensional (3D) spatial information from sequential oblique unmanned aerial system (UAS) imagery for digital surface modeling13
Multi-polarization C-band SAR imagery to quantify damage levels due to the Central Italy earthquake13
Improved object-based convolutional neural network (IOCNN) to classify very high-resolution remote sensing images13
Analysis of fine-scale dynamics of the Drygalski ice tongue in Antarctica using satellite SAR data13
Small object detection in remote sensing images based on attention mechanism and multi-scale feature fusion13
An improved space colonization algorithm with DBSCAN clustering for a single tree skeleton extraction13
An assessment of the MOD17A2 gross primary production product in the Caatinga biome, Brazil13
Exploiting Sentinel-1 data time-series for crop classification and harvest date detection13
The feasibility of using a low-cost near-infrared, sensitive, consumer-grade digital camera mounted on a commercial UAV to assess Bambara groundnut yield13
Identification and quantification of potassium (K+) deficiency in maize plants using an unmanned aerial vehicle and visible / near-infrared semi-professional digital camera13
Hyperspectral and multispectral image fusion addressing spectral variability by an augmented linear mixing model12
Hourly sea level height forecast based on GNSS-IR by using ARIMA model12
Adaptive estimation of multi-regional soil salinization using extreme gradient boosting with Bayesian TPE optimization12
Small moving vehicle detection via local enhancement fusion for satellite video12
Hyperspectral image classification by optimizing convolutional neural networks based on information theory and 3D-Gabor filters12
A method of calculating the leafstalk angle of the soybean canopy based on 3D point clouds12
Efficient segment-based ground filtering and adaptive road detection from mobile light detection and ranging (LiDAR) data12
Biomass estimation of spring wheat with machine learning methods using UAV-based multispectral imaging12
Multi scale feature extraction network with machine learning algorithms for water body extraction from remote sensing images12
Precise 3D extraction of building roofs by fusion of UAV-based thermal and visible images12
Historical land cover classification from CORONA imagery using convolutional neural networks and geometric moments12
A novel vehicle tracking and speed estimation with varying UAV altitude and video resolution12
Retrieval of olive tree biophysical properties from Sentinel-2 time series based on physical modelling and machine learning technique12
Phenology-based decision tree classification of rice-crayfish fields from Sentinel-2 imagery in Qianjiang, China12
Spectral characterization of fungal diseases downy mildew, powdery mildew, black-foot and Petri disease on Vitis vinifera leaves12
Sensitivity examination of YOLOv4 regarding test image distortion and training dataset attribute for apple flower bud classification12
Crop mapping using supervised machine learning and deep learning: a systematic literature review12
Landsat 8 monitoring of multi-depth suspended sediment concentrations in Lake Erie’s Maumee River using machine learning12
Laser point cloud registration method based on iterative closest point improved by Gaussian mixture model considering corner features12
Monitoring of leaf nitrogen content of winter wheat using multi-angle hyperspectral data11
SAR ship detection in complex background based on multi-feature fusion and non-local channel attention mechanism11
An auto-encoder based classifier for crop mapping from multitemporal multispectral imagery11
Prediction of soil calcium carbonate with soil visible-near-infrared reflection (Vis-NIR) spectral in Shaanxi province, China: soil groups vs. spectral groups11
Three-dimensional-imaging thermal surfaces of coal fires based on UAV thermal infrared data11
Crop type classification with combined spectral, texture, and radar features of time-series Sentinel-1 and Sentinel-2 data11
Use of the time series and multi-temporal features of Sentinel-1/2 satellite imagery to predict soil inorganic and organic carbon in a low-relief area with a semi-arid environment11
Comparison of UAV and SAR performance for Crop type classification using machine learning algorithms: a case study of humid forest ecology experimental research site of West Africa11
Inter-comparison of optical and SAR-based forest disturbance warning systems in the Amazon shows the potential of combined SAR-optical monitoring11
Geospatial analysis of meteorological drought impact on Southern Africa biomes11
Evaluating the Potentiality of Using Control-free Images from a Mini Unmanned Aerial Vehicle (UAV) and Structure-from-Motion (SfM) Photogrammetry to Measure Paleoseismic Offsets11
Automated mucilage extraction index (AMEI): a novel spectral water index for identifying marine mucilage formations from Sentinel-2 imagery11
Remote Sensing Image Retrieval using Hybrid Visual Geometry Group Network with Relevance Feedback11
Building change detection in very high-resolution remote sensing image based on pseudo-orthorectification11
A joint change detection method on complex-valued polarimetric synthetic aperture radar images based on feature fusion and similarity learning11
Secchi Depth estimation for optically-complex waters based on spectral angle mapping - derived water classification using Sentinel-2 data11
Evaluating satellite hyperspectral (Orbita) and multispectral (Landsat 8 and Sentinel-2) imagery for identifying cotton acreage11
Removing Cloud Cover Interference from Sentinel-2 imagery in Google Earth Engine by fusing Sentinel-1 SAR data with a CNN model11
Data fusion approach for eucalyptus trees identification11
Automated estimation of daily surface water fraction from MODIS and Landsat images using Gaussian process regression11
The current status, potential and challenges of remote sensing for large-scale mangrove studies11
Integrating Sentinel-1 SAR and Sentinel-2 optical imagery with a crop structure dynamics model to track crop condition11
Estimating soybean yield using time series of anomalies in vegetation indices from MODIS11
Dense prediction of label noise for learning building extraction from aerial drone imagery11
Assessment of retracked sea levels from Sentinel-3A Synthetic Aperture Radar (SAR) mode altimetry over the marginal seas at Southeast Asia11
Multi-Scale translation method from SAR to optical remote sensing images based on conditional generative adversarial network11
A spatial-spectral clustering-based algorithm for endmember extraction and hyperspectral unmixing10
A Multi-Objective Enhanced Fruit Fly Optimization (MO-EFOA) Framework for Despeckling SAR Images using DTCWT based Local Adaptive Thresholding10
Estimating fractional vegetation cover and aboveground biomass for land degradation assessment in eastern Mongolia steppe: combining ground vegetation data and remote sensing10
An efficient lossless compression technique for remote sensing images using segmentation based band reordering heuristics10
Detecting mangrove photosynthesis with solar-induced chlorophyll fluorescence10
New spectral indicator Potato Productivity Index based on Sentinel-2 data to improve potato yield prediction: a machine learning approach10
Demonstration of large area forest volume and primary production estimation approach based on Sentinel-2 imagery and process based ecosystem modelling10
A simulator of Synthetic Aperture Radar (SAR) image spectra: the applications on oceanswell waves10
Water-Body Segmentation for Multi-Spectral Remote Sensing Images by Feature Pyramid Enhancement and Pixel Pair Matching10
Farmland parcel-based crop classification in cloudy/rainy mountains using Sentinel-1 and Sentinel-2 based deep learning10
Monitoring crop growth using a canopy structure dynamic model and time series of synthetic aperture radar (SAR) data10
Super-resolution performance studies for orbital-angular-momentum-based imaging radar10
Ship detection from scratch in Synthetic Aperture Radar (SAR) images10
Mapping spatial variability of foliar nitrogen and carbon in Indian tropical moist deciduous sal (Shorea robusta) forest using machine learning algorithms and Sentinel-2 data10
Generating pre-harvest crop maps by applying convolutional neural network on multi-temporal Sentinel-1 data10
Remote sensing natural time analysis of heartbeat data by means of a portable photoplethysmography device10
Spectral indices for estimating total dissolved solids in freshwater wetlands using semi-empirical models. A case study of Guartinaja and Momil wetlands10
Tiny moving vehicle detection in satellite video with constraints of multiple prior information10
Stripe detection and recognition of oceanic internal waves from synthetic aperture radar based on support vector machine and feature fusion10
Tree crown segmentation and species classification in a wet eucalypt forest from airborne hyperspectral and LiDAR data10
Predicting Ground Level PM2.5 Concentration Over Delhi Using Landsat 8 Satellite Data10
Multi-platform LiDAR approach for detecting coarse woody debris in a landscape with varied ground cover9
Benchmark studies on pixel-level spectral unmixing of multi-resolution hyperspectral imagery9
A quality improvement method for 3D laser slam point clouds based on geometric primitives of the scan scene9
Detecting phenological changes in plant functional types over West African savannah dominated landscape9
Bibliometric and visualized analysis of deep learning in remote sensing9
A multiscale fuzzy dual-domain attention network for urban remote sensing image segmentation9
Estimation of tropical forest aboveground biomass in Nepal using multiple remotely sensed data and deep learning9
Identification of construction and demolition waste based on change detection and deep learning9
Monitoring coal seam fires in Xinjiang using comprehensive thermal infrared and time series InSAR detection9
A cloud classification method based on random forest for FY-4A9
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images9
Optical time series for the separation of land cover types with similar spectral signatures: cocoa agroforest and forest9
Cnns in land cover mapping with remote sensing imagery: a review and meta-analysis9
Building change detection from multi-source remote sensing images based on multi-feature fusion and extreme learning machine9
Self-constructing graph neural networks to model long-range pixel dependencies for semantic segmentation of remote sensing images9
Centimeter-scale mapping of phototrophic biofilms in glacial forefields using visible band ratios and UAV imagery9
YOLO V4 with hybrid dilated convolution attention module for object detection in the aerial dataset9
Segmentation-based linear discriminant analysis with information theoretic feature selection for hyperspectral image classification9
A novel multi-attention fusion network with dilated convolution and label smoothing for remote sensing image retrieval9
Multi-polarization radar backscatter signatures of internal waves at L-band9
A novel re-compositing approach to create continuous and consistent cross-sensor/cross-production global NDVI datasets9
A novel 3D point cloud segmentation algorithm based on multi-resolution supervoxel and MGS9
New effective spectral matching measures for hyperspectral data analysis9
Onsite age discrimination of an endangered medicinal and aromatic plant species Valeriana jatamansi using field hyperspectral remote sensing and machine learning techniques9
Evapotranspiration estimates for two tropical mountain forest using high spatial resolution satellite data9
An aeromagnetic survey carried out using a rotary-wing UAV equipped with a low-cost magneto-inductive sensor9
Sub-pixel accuracy evaluation of FY-3D MERSI-2 geolocation based on OLI reference imagery9
An assessment of Planet satellite imagery for county-wide mapping of rice planting areas in Jiangsu Province, China with one-class classification approaches9
A novel strategy for pest disease detection of Brassica chinensis based on UAV imagery and deep learning9
Wildfire detection through deep learning based on Himawari-8 satellites platform9
Comparing in situ spring phenology and satellite-derived start of season at rural and urban sites in Ireland9
CloudRaednet: residual attention-based encoder–decoder network for ground-based cloud images segmentation in nychthemeron9
Cloud removal from satellite imagery using multispectral edge-filtered conditional generative adversarial networks9
A large-scale, long time-series (1984‒2020) of soybean mapping with phenological features: Heilongjiang Province as a test case9
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