International Journal of Remote Sensing

Papers
(The median citation count of International Journal of Remote Sensing is 2. 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 2020-02-01 to 2024-02-01.)
ArticleCitations
An innovative echo detection system with STM32 gated and PMT adjustable gain for airborne LiDAR80
Feature extraction for hyperspectral image classification: a review79
Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification74
Design of supercontinuum laser hyperspectral light detection and ranging (LiDAR) (SCLaHS LiDAR)70
Livestock classification and counting in quadcopter aerial images using Mask R-CNN55
A machine learning-based strategy for estimating non-optically active water quality parameters using Sentinel-2 imagery50
DAU-Net: a novel water areas segmentation structure for remote sensing image50
Assessing of Urban Vegetation Biomass in Combination with LiDAR and High-resolution Remote Sensing Images48
General review of optical polarization remote sensing43
Dual attention deep fusion semantic segmentation networks of large-scale satellite remote-sensing images43
MANet: a multi-level aggregation network for semantic segmentation of high-resolution remote sensing images42
Spatio-temporal analysis of land use and land cover change: a systematic model inter-comparison driven by integrated modelling techniques41
Cloud/shadow segmentation based on global attention feature fusion residual network for remote sensing imagery41
PolarDet: a fast, more precise detector for rotated target in aerial images41
New SAR target recognition based on YOLO and very deep multi-canonical correlation analysis39
Advancements in the remote sensing of landscape pattern of urban green spaces and vegetation fragmentation39
Deep learning-based multi-feature semantic segmentation in building extraction from images of UAV photogrammetry38
Is UAV-SfM surveying ready to replace traditional surveying techniques?38
Cloud/shadow segmentation based on multi-level feature enhanced network for remote sensing imagery38
A comprehensive review on remote sensing image registration37
Documentation, Three-Dimensional (3D) Modelling and visualization of cultural heritage by using Unmanned Aerial Vehicle (UAV) photogrammetry and terrestrial laser scanners37
A2-FPN for semantic segmentation of fine-resolution remotely sensed images36
Spatiotemporal Fusion of Remote Sensing Images using a Convolutional Neural Network with Attention and Multiscale Mechanisms36
Deep learning-based dead pine tree detection from unmanned aerial vehicle images35
Large-scale surface water change observed by Sentinel-2 during the 2018 drought in Germany34
Spatial and temporal variations in vegetation coverage observed using AVHRR GIMMS and Terra MODIS data in the mainland of China34
Surveying coastal cliffs using two UAV platforms (multirotor and fixed-wing) and three different approaches for the estimation of volumetric changes33
Assessing Crop Water Stress Index of Citrus Using In-Situ Measurements, Landsat, and Sentinel-2 Data33
Prediction of InSAR deformation time-series using a long short-term memory neural network32
Parametric study of convolutional neural network based remote sensing image classification32
Tree height mapping and crown delineation using LiDAR, large format aerial photographs, and unmanned aerial vehicle photogrammetry in subtropical urban forest32
Crop biophysical parameter retrieval from Sentinel-1 SAR data with a multi-target inversion of Water Cloud Model31
Characterization analysis and identification of common marine oil spill types using hyperspectral remote sensing31
Land subsidence from interferometric SAR and groundwater patterns in the Qazvin plain, Iran31
Street tree segmentation from mobile laser scanning data29
Moving vehicle detection in aerial infrared image sequences via fast image registration and improved YOLOv3 network29
CNN-based fusion and classification of SAR and Optical data29
Mapping plant functional types in Northwest Himalayan foothills of India using random forest algorithm in Google Earth Engine28
Evaluating generative adversarial networks based image-level domain transfer for multi-source remote sensing image segmentation and object detection28
Small sample classification of hyperspectral image using model-agnostic meta-learning algorithm and convolutional neural network28
Fast and accurate land-cover classification on medium-resolution remote-sensing images using segmentation models27
Machine learning approaches for rice crop yield predictions using time-series satellite data in Taiwan27
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 Zimbabwe27
Modelling the intensity of surface urban heat island and predicting the emerging patterns: Landsat multi-temporal images and Tehran as case study27
Convolutional neural networks for water segmentation using sentinel-2 red, green, blue (RGB) composites and derived spectral indices26
Hyperspectral reflectance sensing for quantifying leaf chlorophyll content in wasabi leaves using spectral pre-processing techniques and machine learning algorithms26
Hyperspectral unmixing using deep convolutional autoencoder26
Mapping winter-wheat biomass and grain yield based on a crop model and UAV remote sensing26
A new accuracy evaluation method for water body extraction25
Post and near real-time satellite precipitation products skill over Karkheh River Basin in Iran25
AGA-SVR-based selection of feature subsets and optimization of parameter in regional soil salinization monitoring25
Ekman dynamics variability along the southern coast of Java revealed by satellite data25
Detection and validation of spatiotemporal snow cover variability in the Himalayas using Ku-band (13.5 GHz) SCATSAT-1 data25
Small water bodies mapped from Sentinel-2 MSI (MultiSpectral Imager) imagery with higher accuracy24
Effects of point cloud density, interpolation method and grid size on derived Digital Terrain Model accuracy at micro topography level24
Incorporating environmental variables, remote and proximal sensing data for digital soil mapping of USDA soil great groups24
NestNet: a multiscale convolutional neural network for remote sensing image change detection24
A phenological object-based approach for rice crop classification using time-series Sentinel-1 Synthetic Aperture Radar (SAR) data in Taiwan24
GSCCTL: a general semi-supervised scene classification method for remote sensing images based on clustering and transfer learning23
Accuracy of stockpile estimates using low-cost sUAS photogrammetry23
Semantic segmentation of major macroalgae in coastal environments using high-resolution ground imagery and deep learning23
The Three Indices Three Dimensions (3I3D) algorithm: a new method for forest disturbance mapping and area estimation based on optical remotely sensed imagery23
Dilated multi-scale cascade forest for satellite image classification23
Mapping thermokarst lakes and ponds across permafrost landscapes in the Headwater Area of Yellow River on northeastern Qinghai-Tibet Plateau22
A deep residual learning serial segmentation network for extracting buildings from remote sensing imagery21
Performance of precipitation products obtained from combinations of satellite and surface observations21
Ship detection based on fused features and rebuilt YOLOv3 networks in optical remote-sensing images21
Synthetic Aperture Radar (SAR) image processing for operational space-based agriculture mapping21
DBSCAN-based point cloud extraction for Tomographic synthetic aperture radar (TomoSAR) three-dimensional (3D) building reconstruction21
Interpretation and use of geomorphometry in remote sensing: a guide and review of integrated applications20
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 a20
Novel fusion method for SAR and optical images based on non-subsampled shearlet transform20
Image fusion in remote sensing by multi-objective deep learning20
An active-passive fusion strategy and accuracy evaluation for shallow water bathymetry based on ICESat-2 ATLAS laser point cloud and satellite remote sensing imagery20
Northwest monsoon upwelling within the Indonesian seas20
Outlier detection and robust plane fitting for building roof extraction from LiDAR data20
Quantitative assessment of grassland foliar moisture parameters as an inference on rangeland condition in the mesic rangelands of southern Africa20
Land subsidence induced by underground coal mining at Quang Ninh, Vietnam: persistent scatterer interferometric synthetic aperture radar observation using Sentinel-1 data19
UAV remote sensing monitoring of pine forest diseases based on improved Mask R-CNN19
Object-based random forest classification for informal settlements identification in the Middle East: Jeddah a case study19
Glacier mapping and change analysis in Chandra basin, Western Himalaya, India during 1971–201619
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 algorithm19
Evaluation of satellite/reanalysis precipitation products over Iran19
Deep support vector machine for PolSAR image classification19
Estimates of lava discharge rate of 2018 Kīlauea Volcano, Hawaiʻi eruption using multi-sensor satellite and laboratory measurements18
Improving the estimation accuracy of SPAD values for maize leaves by removing UAV hyperspectral image backgrounds18
Remote sensing versus the area sampling frame method in paddy rice acreage estimation in Indramayu regency, West Java province, Indonesia18
Extraction of built-up area using multi-sensor data—A case study based on Google earth engine in Zhejiang Province, China18
SGBNet: An Ultra Light-weight Network for Real-time Semantic Segmentation of Land Cover18
The potential of GRACE in assessing the flood potential of Peninsular Indian River basins18
Analysis of changes in rivers planforms using google earth engine17
Research on volume prediction of single tree canopy based on three-dimensional (3D) LiDAR and clustering segmentation17
Change detection analysis in coverage area of coal fire from 2009 to 2019 in Jharia Coalfield using remote sensing data17
Retrieval of cotton plant water content by UAV-based vegetation supply water index (VSWI)17
A spectral index for the detection of algal blooms using Sentinel-2 Multispectral Instrument (MSI) imagery: a case study of Hulun Lake, China17
Active deep densely connected convolutional network for hyperspectral image classification17
Exploitation of the red-edge bands of Sentinel 2 to improve the estimation of durum wheat yield in Grombalia region (Northeastern Tunisia)17
Mapping paddy rice using Landsat time series data in the Ganfu Plain irrigation system, Southern China, from 1988−201717
Estimation of tree failure consequences due to high winds using convolutional neural networks17
A robust segmentation framework for closely packed buildings from airborne LiDAR point clouds17
Efficient Real-Time Human Detection Using Unmanned Aerial Vehicles Optical Imagery17
Comparing MODIS snow products Collection 5 with Collection 6 over Italian Central Apennines17
FENet: feature enhancement network for land cover classification16
Aircraft detection in remote sensing images based on deconvolution and position attention16
Building panoptic change segmentation with the use of uncertainty estimation in squeeze-and-attention CNN and remote sensing observations16
Integrating change magnitude maps of spectrally enhanced multi-features for land cover change detection16
Evaporation rates in a vital lake: a 34-year assessment for the Karaoun Lake16
Assessing VIIRS capabilities to improve burned area mapping over the Brazilian Cerrado16
Estimation of winter-wheat above-ground biomass using the wavelet analysis of unmanned aerial vehicle-based digital images and hyperspectral crop canopy images16
Analysis of spatiotemporal dynamics of forest Net Primary Productivity of Nepal during 2000–201515
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) data15
Early indications of anomalous behaviour in the 2019 spring ozone hole over Antarctica15
Comparing the potential of stereo aerial photographs, stereo very high-resolution satellite images, and TanDEM-X for estimating forest height15
A hierarchical object detection method in large-scale optical remote sensing satellite imagery using saliency detection and CNN15
Rice phenology mapping using novel target characterization parameters from polarimetric SAR data15
Next-generation remote sensing and prediction of sand and dust storms: State-of-the-art and future trends15
An artificial target detection method combining a polarimetric feature extractor with deep convolutional neural networks15
Satellite-based separation of climatic and surface influences on global aerosol change15
Identification and classification of Asian soybean rust using leaf-based hyperspectral reflectance15
Remote sensing image segmentation based on the fuzzy deep convolutional neural network15
Forest cover change in China from 2000 to 201615
Hyperspectral imagery classification with cascaded support vector machines and multi-scale superpixel segmentation15
Estimating cloud base height from Himawari-8 based on a random forest algorithm15
Changing groundwater storage trend of India after severe drought15
Building extraction from VHR remote sensing imagery by combining an improved deep convolutional encoder-decoder architecture and historical land use vector map15
Mapping of rice growth phases and bare land using Landsat-8 OLI with machine learning15
Roof bolt identification in underground coal mines from 3D point cloud data using local point descriptors and artificial neural network14
A hyperspectral anomaly detection framework based on segmentation and convolutional neural network algorithms14
Object-based change detection for VHR remote sensing images based on a Trisiamese-LSTM14
A novel automatic method on pseudo-invariant features extraction for enhancing the relative radiometric normalization of high-resolution images14
Assessment of UAV-based digital surface model and the effects of quantity and distribution of ground control points14
Combining spectral and texture features of UAV hyperspectral images for leaf nitrogen content monitoring in winter wheat14
Assessment of high-resolution satellite rainfall products over a gradually elevating mountainous terrain based on a high-density rain gauge network14
Evaluation of the version 5.0 global land surface satellite (GLASS) leaf area index product derived from MODIS data14
Spatio-temporal variability of chlorophyll-a in response to coastal upwelling and mesoscale eddies in the South Eastern Arabian Sea14
PRISMA sensor evaluation: a case study of mineral mapping performance over Makhtesh Ramon, Israel14
Effect of spring irrigation on soil salinity monitoring with UAV-borne multispectral sensor14
Tensor-based keypoint detection and switching regression model for relative radiometric normalization of bitemporal multispectral images14
Mapping coastal wetlands in the Yellow River Delta, China during 2008–2019: impacts of valid observations, harmonic regression, and critical months14
Snow cover change and its relationship with land surface temperature and vegetation in northeastern North America from 2000 to 201714
SpectralSWIN: a spectral-swin transformer network for hyperspectral image classification14
Multiscale object detection in high-resolution remote sensing images via rotation invariant deep features driven by channel attention14
Whale optimization-based band selection technique for hyperspectral image classification14
Resolution reconstruction classification: fully octave convolution network with pyramid attention mechanism for hyperspectral image classification14
ISAR imaging enhancement: exploiting deep convolutional neural network for signal reconstruction14
A self-attention capsule feature pyramid network for water body extraction from remote sensing imagery14
Assessment of red-edge vegetation descriptors in a modified water cloud model for forward modelling using Sentinel – 1A and Sentinel – 2 satellite data14
Using enhanced data co-registration to update Spanish National Forest Inventories (NFI) and to reduce training data under LiDAR-assisted inference14
Mapping plastic-mulched farmland by coupling optical and synthetic aperture radar remote sensing13
Performance evaluation of multi-parametric synthetic aperture radar data for geological lineament extraction13
Advancements in satellite image classification : methodologies, techniques, approaches and applications13
Learning from multimodal and multisensor earth observation dataset for improving estimates of mangrove soil organic carbon in Vietnam13
Analysis for 3-D morphology structural changes for underwater topographical in Culebrita Island13
Ship detection of optical remote sensing image in multiple scenes13
Estimation of potato chlorophyll content using composite hyperspectral index parameters collected by an unmanned aerial vehicle13
Mapping the páramo land-cover in the Northern Andes13
Extracting impervious surfaces from full polarimetric SAR images in different urban areas13
Interannual variability of the Chlorophyll- a concentration over Sri Lankan Dome in the Bay of Bengal13
The impact of horizontal errors on the accuracy of freely available Digital Elevation Models (DEMs)13
Snow depth retrieval in North-Western Himalayan region using pursuit-monostatic TanDEM-X datasets applying polarimetric synthetic aperture radar interferometry based inversion Modelling13
Automatic evaluation and improvement of roof segments for modelling missing details using Lidar data13
A semantic segmentation method with category boundary for Land Use and Land Cover (LULC) mapping of Very-High Resolution (VHR) remote sensing image13
Assessing MODIS carbon and water fluxes in grasslands and shrublands in semiarid regions using eddy covariance tower 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
A novel nonlinear hyperspectral unmixing approach for images of oil spills at sea13
A method for calculating the leaf inclination of soybean canopy based on 3D point clouds12
Object-oriented multiscale deep features for hyperspectral image classification12
Inception residual attention network for remote sensing image super-resolution12
Comparison of ozone vertical profiles in the upper troposphere–stratosphere measured over Tomsk, Russia (56.5° N, 85.0° E) with DIAL, MLS, and IASI12
A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery12
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 data12
CBERS data cubes for land use and land cover mapping in the Brazilian Cerrado agricultural belt12
Feasibility of targeted fishing in mesoscale oceanic eddies: a study from commercial fishing grounds of Andaman and Nicobar Islands, India12
Hyperspectral image clustering with Albedo recovery Fuzzy C-Means12
Exploring the use of Unmanned Aerial Vehicles (UAVs) with the simplified ‘triangle’ technique for soil water content and evaporative fraction retrievals in a Mediterranean setting12
Evaluation of Terra/Aqua MODIS and Sentinel-2 MSI NDVI data for predicting actual evapotranspiration in Mediterranean regions12
Assessment of oil palm yield and biophysical suitability in Indonesia and Malaysia12
Prediction of 3D deformation due to large gradient mining subsidence based on InSAR and constraints of IDPIM model12
A phenology-based method for identifying the planting fraction of winter wheat using moderate-resolution satellite data12
Unsupervised classification of land cover using multi-modal data from multi-spectral and hybrid-polarimetric SAR imageries12
A new method to estimate global freshwater phytoplankton carbon fixation using satellite remote sensing: initial results12
A novel approach for surface water quality modelling based on Landsat-8 tasselled cap transformation12
Assessing rice lodging using UAV visible and multispectral image12
Two novel benchmark datasets from ArcGIS and bing world imagery for remote sensing image retrieval12
Estimating aboveground forest carbon density using Landsat 8 and field-based data: a comparison of modelling approaches12
VEdge_Detector: automated coastal vegetation edge detection using a convolutional neural network12
PolInSAR decorrelation-based decomposition modelling of spaceborne multifrequency SAR data12
Accurate extraction of offshore raft aquaculture areas based on a 3D-CNN model12
A novel cross-sensor calibration method to generate a consistent night-time lights time series dataset12
Assessing the use of cross-orbit Sentinel-1 images in land cover classification12
A random patches based edge preserving network for land cover classification using Polarimetric Synthetic Aperture Radar images12
Predicting potential fishing grounds of ribbonfish (Trichiurus lepturus) in the north-eastern Arabian Sea, using remote sensing data12
Enhanced mapping of a smallholder crop farming landscape through image fusion and model stacking12
Climate- and human-driven variations in lake area and number in North Xinjiang, China12
Characteristics of lightning signals over the Tibetan Plateau and the capability of FY-4A LMI lightning detection in the Plateau11
A novel unsupervised adversarial domain adaptation network for remotely sensed scene classification11
Assessment of retracked sea levels from Sentinel-3A Synthetic Aperture Radar (SAR) mode altimetry over the marginal seas at Southeast Asia11
Integration of synthetic aperture radar and multispectral data for aboveground biomass retrieval in Zagros oak forests, Iran: an attempt on Sentinel imagery11
Refined extraction of buildings with the semantic edge-assisted approach from very high-resolution remotely sensed imagery11
Viewshed simulation and optimization for digital terrain modelling with terrestrial laser scanning11
Wind speed retrieval from Chinese Gaofen-3 synthetic aperture radar using an analytical approach in the nearshore waters of China’s seas11
Improved object-based convolutional neural network (IOCNN) to classify very high-resolution remote sensing images11
Topography-correlated atmospheric signal mitigation for InSAR applications in the Tibetan plateau based on global atmospheric models11
A novel vehicle tracking and speed estimation with varying UAV altitude and video resolution11
C-band synthetic aperture radar (SAR) imagery for the classification of diverse cropping systems11
Stratified even sampling method for accuracy assessment of land use/land cover classification: a case study of Beijing, China11
Assimilation of leaf Area Index from multisource earth observation data into the WOFOST model for sugarcane yield estimation11
Ground penetrating radar clutter removal via randomized low rank and sparse decomposition for missing data case11
Coupling of deep learning and remote sensing: a comprehensive systematic literature review11
Dynamic susceptibility mapping of slow-moving landslides using PSInSAR11
Exploring difference in land surface temperature between the city centres and urban expansion areas of China’s major cities11
Precise 3D extraction of building roofs by fusion of UAV-based thermal and visible images11
Three-dimensional-imaging thermal surfaces of coal fires based on UAV thermal infrared data11
Landsat 8 monitoring of multi-depth suspended sediment concentrations in Lake Erie’s Maumee River using machine learning11
Hyperspectral open set classification with unknown classes rejection towards deep networks11
An object-based graph model for unsupervised change detection in high resolution remote sensing images11
Spectral-spatial hyperspectral image classification based on superpixel and multi-classifier fusion11
Evaluating satellite hyperspectral (Orbita) and multispectral (Landsat 8 and Sentinel-2) imagery for identifying cotton acreage11
Monitoring of leaf nitrogen content of winter wheat using multi-angle hyperspectral data11
Towards a European Cal/Val service for earth observation11
Extracting three-dimensional (3D) spatial information from sequential oblique unmanned aerial system (UAS) imagery for digital surface modeling11
Combined pattern matching and feature tracking for Bohai Sea ice drift detection using Gaofen-4 imagery11
Changes in the flood plains and water quality along the Himalayan rivers after the Chamoli disaster of 7 February 202111
Effective subspace detection based on the measurement of both the spectral and spatial information for hyperspectral image classification10
Space target detection in optical image sequences for wide-field surveillance10
A method of calculating the leafstalk angle of the soybean canopy based on 3D point clouds10
Multi-objective multi-verse optimizer based unsupervised band selection for hyperspectral image classification10
Performance of random forest and buffer analysis of Sentinel-2 data for modelling soil salinity in the Lower-Cheliff plain (Algeria)10
Estimation of snow water equivalent from L-band radar interferometry: simulation and experiment10
The feasibility of using a low-cost near-infrared, sensitive, consumer-grade digital camera mounted on a commercial UAV to assess Bambara groundnut yield10
Utility and optimization of LANDSAT-derived burned area maps for southern California10
Multiscale denoising autoencoder for improvement of target detection10
Deep learning in different remote sensing image categories and applications: status and prospects10
Small moving vehicle detection via local enhancement fusion for satellite video10
Spectral indices for estimating total dissolved solids in freshwater wetlands using semi-empirical models. A case study of Guartinaja and Momil wetlands10
Remote estimation of total phosphorus concentration in the Taihu Lake using a semi-analytical model10
Sensitivity examination of YOLOv4 regarding test image distortion and training dataset attribute for apple flower bud classification10
Mapping SAR geometric distortions and their stability along time: a new tool in Google Earth Engine based on Sentinel-1 image time series10
Hyperspectral image classification based on local binary pattern and broad learning system10
Slum Extraction from High Resolution Satellite Data using Mathematical Morphology based approach10
Evaluation of ACOLITE atmospheric correction methods for Landsat-8 and Sentinel-2 in the Río de la Plata turbid coastal waters10
Building change detection in very high-resolution remote sensing image based on pseudo-orthorectification10
A deep learning based oil spill detector using Sentinel-1 SAR imagery10
Crops monitoring and yield estimation using sentinel products in semi-arid smallholder irrigation schemes10
Change detection in very high-resolution images based on ensemble CNNs10
Data fusion approach for eucalyptus trees identification10
Detecting regional GPP variations with statistically downscaled solar-induced chlorophyll fluorescence (SIF) based on GOME-2 and MODIS data10
MS-CNN: multiscale recognition of building rooftops from high spatial resolution remote sensing imagery10
Long-term remote sensing of total suspended matter using Landsat series sensors in Hulun Lake, China10
Hyperspectral image classification by optimizing convolutional neural networks based on information theory and 3D-Gabor filters10
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