International Journal of Remote Sensing

Article	Citations
An innovative echo detection system with STM32 gated and PMT adjustable gain for airborne LiDAR	86
Feature extraction for hyperspectral image classification: a review	85
Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification	80
Design of supercontinuum laser hyperspectral light detection and ranging (LiDAR) (SCLaHS LiDAR)	72
A machine learning-based strategy for estimating non-optically active water quality parameters using Sentinel-2 imagery	58
Livestock classification and counting in quadcopter aerial images using Mask R-CNN	57
Assessing of Urban Vegetation Biomass in Combination with LiDAR and High-resolution Remote Sensing Images	52
DAU-Net: a novel water areas segmentation structure for remote sensing image	50
MANet: a multi-level aggregation network for semantic segmentation of high-resolution remote sensing images	48
Spatio-temporal analysis of land use and land cover change: a systematic model inter-comparison driven by integrated modelling techniques	48
PolarDet: a fast, more precise detector for rotated target in aerial images	45
Advancements in the remote sensing of landscape pattern of urban green spaces and vegetation fragmentation	45
Cloud/shadow segmentation based on global attention feature fusion residual network for remote sensing imagery	44
Dual attention deep fusion semantic segmentation networks of large-scale satellite remote-sensing images	44
A2-FPN for semantic segmentation of fine-resolution remotely sensed images	43
New SAR target recognition based on YOLO and very deep multi-canonical correlation analysis	42
A comprehensive review on remote sensing image registration	41
Documentation, Three-Dimensional (3D) Modelling and visualization of cultural heritage by using Unmanned Aerial Vehicle (UAV) photogrammetry and terrestrial laser scanners	40
Deep learning-based multi-feature semantic segmentation in building extraction from images of UAV photogrammetry	40
Cloud/shadow segmentation based on multi-level feature enhanced network for remote sensing imagery	40
Prediction of InSAR deformation time-series using a long short-term memory neural network	39
Spatiotemporal Fusion of Remote Sensing Images using a Convolutional Neural Network with Attention and Multiscale Mechanisms	38
Assessing Crop Water Stress Index of Citrus Using In-Situ Measurements, Landsat, and Sentinel-2 Data	38
Deep learning-based dead pine tree detection from unmanned aerial vehicle images	36
Surveying coastal cliffs using two UAV platforms (multirotor and fixed-wing) and three different approaches for the estimation of volumetric changes	35

Parametric study of convolutional neural network based remote sensing image classification	34
Tree height mapping and crown delineation using LiDAR, large format aerial photographs, and unmanned aerial vehicle photogrammetry in subtropical urban forest	34
Crop biophysical parameter retrieval from Sentinel-1 SAR data with a multi-target inversion of Water Cloud Model	33
Evaluating generative adversarial networks based image-level domain transfer for multi-source remote sensing image segmentation and object detection	32
Characterization analysis and identification of common marine oil spill types using hyperspectral remote sensing	32
Machine learning approaches for rice crop yield predictions using time-series satellite data in Taiwan	31
Street tree segmentation from mobile laser scanning data	30
CNN-based fusion and classification of SAR and Optical data	29
Small sample classification of hyperspectral image using model-agnostic meta-learning algorithm and convolutional neural network	29
Analysis of past and future multi-temporal land use and land cover changes in the semi-arid Upper-Mzingwane sub-catchment in the Matabeleland south province of Zimbabwe	28
Modelling the intensity of surface urban heat island and predicting the emerging patterns: Landsat multi-temporal images and Tehran as case study	28
NestNet: a multiscale convolutional neural network for remote sensing image change detection	28
Mapping plant functional types in Northwest Himalayan foothills of India using random forest algorithm in Google Earth Engine	28
Fast and accurate land-cover classification on medium-resolution remote-sensing images using segmentation models	28
Convolutional neural networks for water segmentation using sentinel-2 red, green, blue (RGB) composites and derived spectral indices	28
Mapping winter-wheat biomass and grain yield based on a crop model and UAV remote sensing	27
Detection and validation of spatiotemporal snow cover variability in the Himalayas using Ku-band (13.5 GHz) SCATSAT-1 data	27
A phenological object-based approach for rice crop classification using time-series Sentinel-1 Synthetic Aperture Radar (SAR) data in Taiwan	27
Post and near real-time satellite precipitation products skill over Karkheh River Basin in Iran	27
Effects of point cloud density, interpolation method and grid size on derived Digital Terrain Model accuracy at micro topography level	26
Ekman dynamics variability along the southern coast of Java revealed by satellite data	26
Hyperspectral reflectance sensing for quantifying leaf chlorophyll content in wasabi leaves using spectral pre-processing techniques and machine learning algorithms	26
Small water bodies mapped from Sentinel-2 MSI (MultiSpectral Imager) imagery with higher accuracy	26
A new accuracy evaluation method for water body extraction	25
GSCCTL: a general semi-supervised scene classification method for remote sensing images based on clustering and transfer learning	25
Incorporating environmental variables, remote and proximal sensing data for digital soil mapping of USDA soil great groups	25
Semantic segmentation of major macroalgae in coastal environments using high-resolution ground imagery and deep learning	24
An active-passive fusion strategy and accuracy evaluation for shallow water bathymetry based on ICESat-2 ATLAS laser point cloud and satellite remote sensing imagery	24
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 a	23
DBSCAN-based point cloud extraction for Tomographic synthetic aperture radar (TomoSAR) three-dimensional (3D) building reconstruction	23
Synthetic Aperture Radar (SAR) image processing for operational space-based agriculture mapping	23
Mapping thermokarst lakes and ponds across permafrost landscapes in the Headwater Area of Yellow River on northeastern Qinghai-Tibet Plateau	23
Dilated multi-scale cascade forest for satellite image classification	23
Ship detection based on fused features and rebuilt YOLOv3 networks in optical remote-sensing images	23
The Three Indices Three Dimensions (3I3D) algorithm: a new method for forest disturbance mapping and area estimation based on optical remotely sensed imagery	23
A deep residual learning serial segmentation network for extracting buildings from remote sensing imagery	22
Glacier mapping and change analysis in Chandra basin, Western Himalaya, India during 1971–2016	22
Deep support vector machine for PolSAR image classification	22
Improving the estimation accuracy of SPAD values for maize leaves by removing UAV hyperspectral image backgrounds	22
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 algorithm	21
Performance of precipitation products obtained from combinations of satellite and surface observations	21
Interpretation and use of geomorphometry in remote sensing: a guide and review of integrated applications	20
UAV remote sensing monitoring of pine forest diseases based on improved Mask R-CNN	20
FENet: feature enhancement network for land cover classification	20
Image fusion in remote sensing by multi-objective deep learning	20
Quantitative assessment of grassland foliar moisture parameters as an inference on rangeland condition in the mesic rangelands of southern Africa	20
Northwest monsoon upwelling within the Indonesian seas	20
Outlier detection and robust plane fitting for building roof extraction from LiDAR data	20
Evaluation of satellite/reanalysis precipitation products over Iran	19
Change detection analysis in coverage area of coal fire from 2009 to 2019 in Jharia Coalfield using remote sensing data	19

Remote sensing versus the area sampling frame method in paddy rice acreage estimation in Indramayu regency, West Java province, Indonesia	19
Land subsidence induced by underground coal mining at Quang Ninh, Vietnam: persistent scatterer interferometric synthetic aperture radar observation using Sentinel-1 data	19
Estimation of winter-wheat above-ground biomass using the wavelet analysis of unmanned aerial vehicle-based digital images and hyperspectral crop canopy images	19
A spectral index for the detection of algal blooms using Sentinel-2 Multispectral Instrument (MSI) imagery: a case study of Hulun Lake, China	19
Mapping paddy rice using Landsat time series data in the Ganfu Plain irrigation system, Southern China, from 1988−2017	19
Extraction of built-up area using multi-sensor data—A case study based on Google earth engine in Zhejiang Province, China	18
Analysis for 3-D morphology structural changes for underwater topographical in Culebrita Island	18
Efficient Real-Time Human Detection Using Unmanned Aerial Vehicles Optical Imagery	18
Estimates of lava discharge rate of 2018 Kīlauea Volcano, Hawaiʻi eruption using multi-sensor satellite and laboratory measurements	18
The potential of GRACE in assessing the flood potential of Peninsular Indian River basins	18
SGBNet: An Ultra Light-weight Network for Real-time Semantic Segmentation of Land Cover	18
Estimation of tree failure consequences due to high winds using convolutional neural networks	17
PRISMA sensor evaluation: a case study of mineral mapping performance over Makhtesh Ramon, Israel	17
A robust segmentation framework for closely packed buildings from airborne LiDAR point clouds	17
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) data	17
Evaporation rates in a vital lake: a 34-year assessment for the Karaoun Lake	17
Coupling of deep learning and remote sensing: a comprehensive systematic literature review	17
Research on volume prediction of single tree canopy based on three-dimensional (3D) LiDAR and clustering segmentation	17
Forest cover change in China from 2000 to 2016	17
Exploitation of the red-edge bands of Sentinel 2 to improve the estimation of durum wheat yield in Grombalia region (Northeastern Tunisia)	17
Effect of spring irrigation on soil salinity monitoring with UAV-borne multispectral sensor	17
Analysis of changes in rivers planforms using google earth engine	17
Active deep densely connected convolutional network for hyperspectral image classification	17
Assessing VIIRS capabilities to improve burned area mapping over the Brazilian Cerrado	17
Integrating change magnitude maps of spectrally enhanced multi-features for land cover change detection	16
Assessing rice lodging using UAV visible and multispectral image	16
Mapping coastal wetlands in the Yellow River Delta, China during 2008–2019: impacts of valid observations, harmonic regression, and critical months	16
Building extraction from VHR remote sensing imagery by combining an improved deep convolutional encoder-decoder architecture and historical land use vector map	16
Changing groundwater storage trend of India after severe drought	16
A hierarchical object detection method in large-scale optical remote sensing satellite imagery using saliency detection and CNN	16
Rice phenology mapping using novel target characterization parameters from polarimetric SAR data	16
A self-attention capsule feature pyramid network for water body extraction from remote sensing imagery	16
Comparing the potential of stereo aerial photographs, stereo very high-resolution satellite images, and TanDEM-X for estimating forest height	16
Early indications of anomalous behaviour in the 2019 spring ozone hole over Antarctica	16
Remote sensing image segmentation based on the fuzzy deep convolutional neural network	16
Multiscale object detection in high-resolution remote sensing images via rotation invariant deep features driven by channel attention	16
Aircraft detection in remote sensing images based on deconvolution and position attention	16
Multi-objective multi-verse optimizer based unsupervised band selection for hyperspectral image classification	16
Building panoptic change segmentation with the use of uncertainty estimation in squeeze-and-attention CNN and remote sensing observations	16
Spatio-temporal variability of chlorophyll-a in response to coastal upwelling and mesoscale eddies in the South Eastern Arabian Sea	15
Next-generation remote sensing and prediction of sand and dust storms: State-of-the-art and future trends	15
Tensor-based keypoint detection and switching regression model for relative radiometric normalization of bitemporal multispectral images	15
Unsupervised classification of land cover using multi-modal data from multi-spectral and hybrid-polarimetric SAR imageries	15
Satellite-based separation of climatic and surface influences on global aerosol change	15
Mapping of rice growth phases and bare land using Landsat-8 OLI with machine learning	15
Combining spectral and texture features of UAV hyperspectral images for leaf nitrogen content monitoring in winter wheat	15
Snow cover change and its relationship with land surface temperature and vegetation in northeastern North America from 2000 to 2017	15
Identification and classification of Asian soybean rust using leaf-based hyperspectral reflectance	15
Using enhanced data co-registration to update Spanish National Forest Inventories (NFI) and to reduce training data under LiDAR-assisted inference	15
SpectralSWIN: a spectral-swin transformer network for hyperspectral image classification	15
Estimating cloud base height from Himawari-8 based on a random forest algorithm	15
An object-based graph model for unsupervised change detection in high resolution remote sensing images	15
Assessment of red-edge vegetation descriptors in a modified water cloud model for forward modelling using Sentinel – 1A and Sentinel – 2 satellite data	15
Mapping the páramo land-cover in the Northern Andes	14
Assessing MODIS carbon and water fluxes in grasslands and shrublands in semiarid regions using eddy covariance tower data	14
Whale optimization-based band selection technique for hyperspectral image classification	14
Resolution reconstruction classification: fully octave convolution network with pyramid attention mechanism for hyperspectral image classification	14
Object-based change detection for VHR remote sensing images based on a Trisiamese-LSTM	14
Enhanced mapping of a smallholder crop farming landscape through image fusion and model stacking	14
ISAR imaging enhancement: exploiting deep convolutional neural network for signal reconstruction	14
Evaluation of ACOLITE atmospheric correction methods for Landsat-8 and Sentinel-2 in the Río de la Plata turbid coastal waters	14
Assimilation of leaf Area Index from multisource earth observation data into the WOFOST model for sugarcane yield estimation	14
Advancements in satellite image classification : methodologies, techniques, approaches and applications	14
Learning from multimodal and multisensor earth observation dataset for improving estimates of mangrove soil organic carbon in Vietnam	14
A hyperspectral anomaly detection framework based on segmentation and convolutional neural network algorithms	14
A random patches based edge preserving network for land cover classification using Polarimetric Synthetic Aperture Radar images	14
Snow depth retrieval in North-Western Himalayan region using pursuit-monostatic TanDEM-X datasets applying polarimetric synthetic aperture radar interferometry based inversion Modelling	14
Estimation of potato chlorophyll content using composite hyperspectral index parameters collected by an unmanned aerial vehicle	14
Deep learning in different remote sensing image categories and applications: status and prospects	14
A deep learning based oil spill detector using Sentinel-1 SAR imagery	14
Assessment of high-resolution satellite rainfall products over a gradually elevating mountainous terrain based on a high-density rain gauge network	14
Roof bolt identification in underground coal mines from 3D point cloud data using local point descriptors and artificial neural network	14
Evaluation of the version 5.0 global land surface satellite (GLASS) leaf area index product derived from MODIS data	14
Feasibility of targeted fishing in mesoscale oceanic eddies: a study from commercial fishing grounds of Andaman and Nicobar Islands, India	14
A novel automatic method on pseudo-invariant features extraction for enhancing the relative radiometric normalization of high-resolution images	14
The impact of horizontal errors on the accuracy of freely available Digital Elevation Models (DEMs)	14
Assessment of UAV-based digital surface model and the effects of quantity and distribution of ground control points	14
Performance evaluation of multi-parametric synthetic aperture radar data for geological lineament extraction	14
Exploring the use of Unmanned Aerial Vehicles (UAVs) with the simplified ‘triangle’ technique for soil water content and evaporative fraction retrievals in a Mediterranean setting	13
Climate- and human-driven variations in lake area and number in North Xinjiang, China	13

Assessing the use of cross-orbit Sentinel-1 images in land cover classification	13
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 data	13
Prediction of 3D deformation due to large gradient mining subsidence based on InSAR and constraints of IDPIM model	13
PMT gain self-adjustment system for high-accuracy echo signal detection	13
Two novel benchmark datasets from ArcGIS and bing world imagery for remote sensing image retrieval	13
Mapping plastic-mulched farmland by coupling optical and synthetic aperture radar remote sensing	13
A novel approach for surface water quality modelling based on Landsat-8 tasselled cap transformation	13
A semantic segmentation method with category boundary for Land Use and Land Cover (LULC) mapping of Very-High Resolution (VHR) remote sensing image	13
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 analysis	13
Ship detection of optical remote sensing image in multiple scenes	13
Effective subspace detection based on the measurement of both the spectral and spatial information for hyperspectral image classification	13
CBERS data cubes for land use and land cover mapping in the Brazilian Cerrado agricultural belt	13
Assessment of oil palm yield and biophysical suitability in Indonesia and Malaysia	13
Inception residual attention network for remote sensing image super-resolution	13
Individual tree detection using template matching of multiple rasters derived from multispectral airborne laser scanning data	12
Spectral characterization of fungal diseases downy mildew, powdery mildew, black-foot and Petri disease on Vitis vinifera leaves	12
A new method to estimate global freshwater phytoplankton carbon fixation using satellite remote sensing: initial results	12
Wind speed retrieval from Chinese Gaofen-3 synthetic aperture radar using an analytical approach in the nearshore waters of China’s seas	12
Changes in the flood plains and water quality along the Himalayan rivers after the Chamoli disaster of 7 February 2021	12
A method for calculating the leaf inclination of soybean canopy based on 3D point clouds	12
Remote estimation of total phosphorus concentration in the Taihu Lake using a semi-analytical model	12
A phenology-based method for identifying the planting fraction of winter wheat using moderate-resolution satellite data	12
Dynamic susceptibility mapping of slow-moving landslides using PSInSAR	12
Object-oriented multiscale deep features for hyperspectral image classification	12
A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery	12
Hyperspectral image clustering with Albedo recovery Fuzzy C-Means	12
Comparison of ozone vertical profiles in the upper troposphere–stratosphere measured over Tomsk, Russia (56.5° N, 85.0° E) with DIAL, MLS, and IASI	12
Extracting three-dimensional (3D) spatial information from sequential oblique unmanned aerial system (UAS) imagery for digital surface modeling	12
Multiscale denoising autoencoder for improvement of target detection	12
Evaluation of Terra/Aqua MODIS and Sentinel-2 MSI NDVI data for predicting actual evapotranspiration in Mediterranean regions	12
Crops monitoring and yield estimation using sentinel products in semi-arid smallholder irrigation schemes	12
Integration of synthetic aperture radar and multispectral data for aboveground biomass retrieval in Zagros oak forests, Iran: an attempt on Sentinel imagery	12
PolInSAR decorrelation-based decomposition modelling of spaceborne multifrequency SAR data	12
Accurate extraction of offshore raft aquaculture areas based on a 3D-CNN model	12
Predicting potential fishing grounds of ribbonfish (Trichiurus lepturus) in the north-eastern Arabian Sea, using remote sensing data	12
A novel cross-sensor calibration method to generate a consistent night-time lights time series dataset	12
Exploring difference in land surface temperature between the city centres and urban expansion areas of China’s major cities	12
Stratified even sampling method for accuracy assessment of land use/land cover classification: a case study of Beijing, China	12
VEdge_Detector: automated coastal vegetation edge detection using a convolutional neural network	12
Hyperspectral open set classification with unknown classes rejection towards deep networks	11
Historical land cover classification from CORONA imagery using convolutional neural networks and geometric moments	11
Spectral-spatial hyperspectral image classification based on superpixel and multi-classifier fusion	11
Viewshed simulation and optimization for digital terrain modelling with terrestrial laser scanning	11
Monitoring of leaf nitrogen content of winter wheat using multi-angle hyperspectral data	11
Monitoring of a landmark bridge using SAR interferometry coupled with engineering data and forensics	11
Estimation of snow water equivalent from L-band radar interferometry: simulation and experiment	11
Feature based remote sensing image registration techniques: a comprehensive and comparative review	11
Combined pattern matching and feature tracking for Bohai Sea ice drift detection using Gaofen-4 imagery	11
Topography-correlated atmospheric signal mitigation for InSAR applications in the Tibetan plateau based on global atmospheric models	11
Space target detection in optical image sequences for wide-field surveillance	11
C-band synthetic aperture radar (SAR) imagery for the classification of diverse cropping systems	11
Permuted Spectral and Permuted Spectral-Spatial CNN Models for PolSAR-Multispectral Data based Land Cover Classification	11
Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning	11
Refined extraction of buildings with the semantic edge-assisted approach from very high-resolution remotely sensed imagery	11
Ground penetrating radar clutter removal via randomized low rank and sparse decomposition for missing data case	11
Exploiting Sentinel-1 data time-series for crop classification and harvest date detection	11
MS-CNN: multiscale recognition of building rooftops from high spatial resolution remote sensing imagery	11
Precise 3D extraction of building roofs by fusion of UAV-based thermal and visible images	11
Utility and optimization of LANDSAT-derived burned area maps for southern California	11
Improved object-based convolutional neural network (IOCNN) to classify very high-resolution remote sensing images	11
Landsat 8 monitoring of multi-depth suspended sediment concentrations in Lake Erie’s Maumee River using machine learning	11
High resolution C-band SAR backscatter response to peatland water table depth and soil moisture: a laboratory experiment	11
Assessment of retracked sea levels from Sentinel-3A Synthetic Aperture Radar (SAR) mode altimetry over the marginal seas at Southeast Asia	11
Evaluating satellite hyperspectral (Orbita) and multispectral (Landsat 8 and Sentinel-2) imagery for identifying cotton acreage	11
An improved space colonization algorithm with DBSCAN clustering for a single tree skeleton extraction	11
Predicting mining-induced dynamic deformations for drilling solution rock salt mine based on probability integral method and weibull temporal function	11
Sensitivity examination of YOLOv4 regarding test image distortion and training dataset attribute for apple flower bud classification	11
The feasibility of using a low-cost near-infrared, sensitive, consumer-grade digital camera mounted on a commercial UAV to assess Bambara groundnut yield	11
Hyperspectral image classification based on local binary pattern and broad learning system	11
Three-dimensional-imaging thermal surfaces of coal fires based on UAV thermal infrared data	11
A novel vehicle tracking and speed estimation with varying UAV altitude and video resolution	11
Demonstration of large area forest volume and primary production estimation approach based on Sentinel-2 imagery and process based ecosystem modelling	10
Multi-Scale translation method from SAR to optical remote sensing images based on conditional generative adversarial network	10
Small, sparse, but substantial: techniques for segmenting small agricultural fields using sparse ground data	10
Hyperspectral and multispectral image fusion addressing spectral variability by an augmented linear mixing model	10
Performance of random forest and buffer analysis of Sentinel-2 data for modelling soil salinity in the Lower-Cheliff plain (Algeria)	10
Detecting regional GPP variations with statistically downscaled solar-induced chlorophyll fluorescence (SIF) based on GOME-2 and MODIS data	10
Mapping SAR geometric distortions and their stability along time: a new tool in Google Earth Engine based on Sentinel-1 image time series	10
Exploring the potential of canopy reflectance spectra for estimating organic carbon content of aboveground vegetation in coastal wetlands	10
A new approach to quantify grazing pressure under mediterranean pastoral systems using GIS and remote sensing	10
Hyperspectral image classification by optimizing convolutional neural networks based on information theory and 3D-Gabor filters	10
Spectral indices for estimating total dissolved solids in freshwater wetlands using semi-empirical models. A case study of Guartinaja and Momil wetlands	10
A semi-greedy neural network CAE-HL-CNN for SAR target recognition with limited training data	10
Data fusion approach for eucalyptus trees identification	10
Stripe detection and recognition of oceanic internal waves from synthetic aperture radar based on support vector machine and feature fusion	10
Long-term remote sensing of total suspended matter using Landsat series sensors in Hulun Lake, China	10
Estimating soybean yield using time series of anomalies in vegetation indices from MODIS	10
Building change detection in very high-resolution remote sensing image based on pseudo-orthorectification	10
A method of calculating the leafstalk angle of the soybean canopy based on 3D point clouds	10
Multi Angle Rotation Object Detection for Remote Sensing Image Based on Modified Feature Pyramid Networks	10
Lightweight algorithm for multi-scale ship detection based on high-resolution SAR images	10
Detection, identification and posture recognition of cattle with satellites, aerial photography and UAVs using deep learning techniques	10
Detecting mangrove photosynthesis with solar-induced chlorophyll fluorescence	10
Slum Extraction from High Resolution Satellite Data using Mathematical Morphology based approach	10
Small moving vehicle detection via local enhancement fusion for satellite video	10