Remote Sensing Letters

Article	Citations
Tree extraction from multi-scale UAV images using Mask R-CNN with FPN	59
Validation of sentinel-2 leaf area index (LAI) product derived from SNAP toolbox and its comparison with global LAI products in an African semi-arid agricultural landscape	49
Combined use of Sentinel-2 and Landsat 8 to monitor water surface area dynamics using Google Earth Engine	38
Remote Sensing Letters contribution to the success of the Sustainable Development Goals - UN 2030 agenda	31
SSS-YOLO: towards more accurate detection for small ships in SAR image	26
Deep CNN-based hyperspectral image classification using discriminative multiple spatial-spectral feature fusion	23
An improved unsupervised representation learning generative adversarial network for remote sensing image scene classification	21
Simple weakly supervised deep learning pipeline for detecting individual red-attacked trees in VHR remote sensing images	20
Sentinel-2 based prediction of spruce budworm defoliation using red-edge spectral vegetation indices	19
Snow covered with dust after Chamoli rockslide: inference based on high-resolution satellite data	19
A non-local capsule neural network for hyperspectral remote sensing image classification	18
Effects of the Covid-19 pandemic on the oceans	18
Prediction of sea surface temperature using a multiscale deep combination neural network	17
Hydroponic farming hotspot analysis using the Getis–Ord Gi* statistic and high-resolution satellite data of Majuli Island, India	16
Radar CFAR detection in Weibull clutter based on zlog(z) estimator	15
Snow depth and snow water equivalent retrieval using X-band PolInSAR data	15
Multi-temporal mapping of flood damage to crops using sentinel-1 imagery: a case study of the Sesia River (October 2020)	15
Improved quantum evolutionary particle swarm optimization for band selection of hyperspectral image	15
An early exploration of the use of the Microsoft Azure Kinect for estimation of urban tree Diameter at Breast Height	14
Using Siamese capsule networks for remote sensing scene classification	14
Quantifying chlorophyll-a and b content in tea leaves using hyperspectral reflectance and deep learning	13
Resolvable estuaries for satellite derived water quality within the continental United States	13
A novel truncated nonconvex nonsmooth variational method for SAR image despeckling	13
Mapping urban villages using fully convolutional neural networks	12
Sea surface temperature prediction using a cubic B-spline interpolation and spatiotemporal attention mechanism	12

Classification of landslides on the southeastern Tibet Plateau based on transfer learning and limited labelled datasets	12
Nitrogen dioxide (NO2) pollution monitoring with sentinel-5P satellite imagery over during the coronavirus pandemic (case study: Tehran)	11
A new method of nowcasting extreme cosmic ray events	11
Meta-learning based on parameter transfer for few-shot classification of remote sensing scenes	11
Sugarcane crop classification using time series analysis of optical and SAR sentinel images: a deep learning approach	11
Automatic building detection from very high-resolution images using multiscale morphological attribute profiles	10
Analysis of Greenland mass changes based on GRACE four-dimensional wavelet decomposition	10
Spatial resolution enhancement method for Landsat imagery using a Generative Adversarial Network	10
Forest growing stock volume estimation using optical remote sensing over snow-covered ground: a case study for Sentinel-2 data and the Russian Southern Taiga region	10
Salient object detection in hyperspectral images using deep background reconstruction based anomaly detection	10
A fully convolutional network with channel and spatial attention for hyperspectral image classification	10
K-nearest neighbour-based feature selection using hyperspectral data	10
Extracting terrestrial water storage signals from GRACE solutions in the Amazon Basin using an iterative filtering approach	9
Editorial Sir John Houghton	9
Deforestation and land use and land cover changes in protected areas of the Brazilian Cerrado: impacts on the fire-driven emissions of fine particulate aerosols pollutants	9
ACLNet: an attention and clustering-based cloud segmentation network	9
SAR image change detection based on sparse representation and a capsule network	8
A probabilistic neighbourhood pooling-based attention network for hyperspectral image classification	8
A basin-scale inventory and hydrodynamics of floodplain wetlands based on time-series of remote sensing data	8
A dense spatial–spectral attention network for hyperspectral image band selection	8
Evaluating phenological trends of different vegetation types in response to climate change over the Rajmahal Hills in India during 2001-2019	8
Evaluation of simulated soil moisture from China Land Data Assimilation System (CLDAS) land surface models	8
MODIS aerosol optical depth retrieval based on random forest approach	8
Calibrating GPM IMERG Late-Run product using ground-based CPC daily precipitation data: a case study in the Beijing-Tianjin-Hebei urban agglomeration	8
Improvement of VV-polarization tilt MTF for Gaofen-3 SAR data of a tropical cyclone	8
Accuracy validation and bias assessment for various multi-sensor open-source DEMs in part of the Karakoram region	7
BS-Net: Using Joint-Learning Boundary and Segmentation Network for Coastline Extraction from Remote Sensing Images	7
Classifying open water features using optical satellite imagery and an object-oriented convolutional neural network	7
A deep image prior-based interpretable network for hyperspectral image fusion	7
Using high-resolution satellite imagery to assess the impact of Sargassum inundation on coastal areas	7
Cloud detection in Landsat-8 imagery in Google Earth Engine based on a deep convolutional neural network	7
Soil salinization monitoring in the Werigan-Kuqa Oasis, China, based on a Three-Dimensional Feature Space Model with Machine Learning Algorithm.	7
A comparison of temperature and relative humidity measurements derived from COSMIC-2 radio occultations with radiosonde observations made over the Asian summer monsoon region	7
Mission to Mars: effective tools for searching and diagnosing water resources	7
Variations in vegetation CUE with climate change and human activity during growing seasons in the Western Sichuan Plateau, China	7
Aircraft detection in remote sensing images using centre-based proposal regions and invariant features	7
Rain-induced characteristics in C- and X-band synthetic aperture radar observations of tropical cyclones	7
Effect of surface emissivity and retrieval algorithms on the accuracy of Land Surface Temperature retrieved from Landsat data	7
Open surface water index: a novel approach for surface water mapping and extraction using multispectral and multisensory data	6
Small sample classification for hyperspectral imagery using temporal convolution and attention mechanism	6
The effects of radiometric terrain flattening on SAR-based forest mapping and classification	6
An automatic cloud detection model for Sentinel-2 imagery based on Google Earth Engine	6
Improving reconstruction of sound speed profiles using a self-organizing map method with multi-source observations	6
Using sentinel-2 observations to assess the consequences of the COVID-19 lockdown on winter cropping in Bothaville and Harrismith, South Africa	6
An adaptive-trimming-depth based CFAR detector of heterogeneous environment in SAR imagery	6
A multi-level feature fusion method based on pooling and similarity for HRRS image retrieval	6
Integration of the k-nearest neighbours and patch-based features for PolSAR image classification by using a two-branch residual network	6
Estimating tree Diameter at Breast Height (DBH) using an iPad Pro LiDAR sensor	6
Evaluation of radiometric calibration of drone-based imagery for improving shallow bathymetry retrieval	6
A regional attention-based detector for SAR ship detection	6

A New Index for Assessing Tree Vigour Decline Based on Sentinel-2 Multitemporal Data. Application to Tree Failure Risk Management	6
Oil spill extraction from X-band marine radar images by power fitting of radar echoes	6
Deep multi-feature fusion network for remote sensing images	6
Deriving bathymetry and water properties from hyperspectral imagery by spectral matching using a full radiative transfer model	6
Combining multi-mode representations and ResNet for SAR target recognition	6
Multispectral image fusion based on map estimation with improved detail	6
Adaptive conditional random field classification framework based on spatial homogeneity for high-resolution remote sensing imagery	6
The use of KPCA over subspaces for cross-scale superpixel based hyperspectral image classification	6
Target recognition of synthetic aperture radar images using multi-criteria SRC	5
Can satellite precipitation estimates capture the magnitude of extreme rainfall Events?	5
Application of CFAR detection to multiple pulses for gamma distributed clutter	5
Update two-dimensional SAR offset tracking deformation time series with complex sequential least squares estimation	5
Statistical analysis of diurnal variations in land surface temperature and the UHI effect using aqua and terra MODIS data	5
Dense capsule network for SAR automatic target recognition with limited data	5
UAV aerial image target detection based on BLUR-YOLO	5
The need for the spectral characterization of dominant salts and recommended methods of soil sampling and analysis for the proper spectral evaluation of salt affected soils using hyper -spectral remot	5
Scene parsing for very high resolution remote sensing images using on attention-residual block-embedded adversarial networks	5
Damaged building extraction from post-earthquake PolSAR data based on the Fourier transform	5
Fast observation simulation method based on XGBoost for visible bands over the ocean surface under clear-sky conditions	5
Representation of BVMD features via multitask compressive sensing for SAR target classification	5
Identification of minerals in hyperspectral imagery based on the attenuation spectral absorption index vector using a multilayer perceptron	5
Mapping winter wheat in Kaifeng, China using Sentinel-1A time-series images	5
Heartbeat monitoring with an mm-wave radar based on deep learning: a novel approach for training and classifying heterogeneous signals	5
Detection of internal waves in the Persian Gulf	5
Impacts of the spatial configuration of built-up areas and urban vegetation on land surface temperature using spectral and local spatial autocorrelation indices	5
Discrepancies between satellite-derived and in situ SST data in the Cape Frio Upwelling System, Southeastern Brazil (23˚S)	5
Enhancement of vital signals based on low-rank, sparse representation for UWB through-wall radar	5
Evaluation of different approaches to the fusion of Sentinel -1 SAR data and Resourcesat 2 LISS III optical data for use in crop classification	5
Ship detection in SAR images by saliency analysis of multiscale superpixels	5
A Remote Sensing Image Registration Algorithm Based on Multiple Constraints and a Variational Bayesian Framework	5
EUNetMTL: multitask joint learning for road extraction from high-resolution remote sensing images	5
Ship detection based on medium-low resolution remote sensing data and super-resolved feature representation	5
Infrared small-target detection via tensor construction and decomposition	4
Target discrimination method for SAR images via convolutional neural network with semi-supervised learning and minimum feature divergence constraint	4
Development and evaluation of regional SST regression algorithms for FY-3C/VIRR data in the western north pacific	4
Estimating the vertical distribution of chlorophyll in winter wheat based on multi-angle hyperspectral data	4
A deep feature manifold embedding method for hyperspectral image classification	4
A new approach for roof segmentation from airborne LiDAR point clouds	4
Validation of preliminary geometric positioning accuracy for China’s civil high-resolution surveying and mapping satellites: Ziyuan-3 01 and Gaofen-7 panchromatic imagery	4
Using satellite data and deep learning to estimate educational outcomes in data-sparse environments	4
Ocean surface wind speed retrieval from C-band quad-polarized SAR measurements at optimal spatial resolution	4
Estimation of chlorophyll, macronutrients and water content in maize from hyperspectral data using machine learning and explainable artificial intelligence techniques	4
A method for the extraction of shorelines from airborne lidar data in muddy areas and areas with shoals	4
Using dictionary learning for clutter reduction in GPR B-scan images	4
Trends in atmospheric pollutants from oil refinery processes: a case study over the United Arab Emirates	4
An improved fully convolution network model for change detection in mining areas using sentinel-2 images	4
Discrimination of heavy metal crop contamination using measurements of leaf spectra	4
A clustering method for inter-annual NDVI time series	4
Obtaining high-resolution synthetic soil imagery for topsoil mapping	4
Large-gradient deformation monitoring and parameter inversion in a mining area using a method combining a dynamic prediction model and InSAR	4
A Siamese convolutional neural network with high–low level feature fusion for change detection in remotely sensed images	4
Continuous pulse repetition interval variation for highly squint high-resolution spotlight SAR imaging	4
Mapping tree species in natural and planted forests using Sentinel-2 images	4
Internal solitary waves from L-band SAR over the Argentine inner Patagonian shelf	4
Reconstruction of arctic SST data and generation of multi-source satellite fusion products with high temporal and spatial resolutions	4
Leveraging Aqua and Terra satellite data for improved diurnal land surface temperature prediction: a comparative LSTM-based approach	4
Generating a highly detailed DSM from a single high-resolution satellite image and an SRTM elevation model	4
GPR clutter suppression by online stochastic tensor decomposition	4
A time-domain approach to the total ozone time series and a test of its predictability within a univariate framework	4
A new registration method with improved phase congruency for application to GPR images	4
A new method that combines spectral indexes and Naive Bayes to distinguish heavy metal pollution in crops	4
A simulation-based approach for removing the effect of water contamination on SMAP soil moisture retrieval over the Qinghai-Tibet Plateau	4
A feature sequence-based 3D convolutional method for wetland classification from multispectral images	4
A multi-view SAR target recognition method using feature fusion and joint classification	4
Parametric translational motion compensation of spaceborne ISAR imagery for earth-orbit targets based on parabola detection and entropy minimization	4
Selection of multi-view SAR images via nonlinear correlation information entropy with application to target classification	4
Calibration of the span of Himawari-8 AOD products in eastern China	4
Mapping ash species across a mixed forest using hyperspectral imagery	3
An oriented anchor-free object detector including feature fusion and foreground enhancement for remote sensing images	3
A continuous‐wave, lidar sensor based on water vapour absorption lines at 1.52 μm	3
Seasonal snow cover classification based on SAR imagery and topographic data	3
Slow feature extraction for hyperspectral image classification	3
Low complexity single dataset STAP for nonstationary clutter suppression in HF mixed-mode surface wave radar	3
The remotely sensed geometric data of rain and clouds as a basis for studying extreme events	3
Spatio-temporal reductions of the COVID-19 lockdown-induced noise anomalies in GNSS height time series over mainland China	3
Untangling the effect of urban vegetation type and structure on spectrally unmixed greenness	3
IDN: inner-class dense neighbours for semi-supervised learning-based remote sensing scene classification	3
Preliminary observation of Marmolada glacier collapse of July 2022 with space-based cameras	3
Classification of hyperspectral images using a propagation filter and convolutional neural network	3
SAR target classification using multi-aspect multi-feature collaborative representation	3

A rapid method for estimating the angle of repose and volume of grain piles using terrestrial laser scanning	3
Identification of ships moving in formation by HFSWR using an ISAR cross-range imaging algorithm	3
Pairwise registration for terrestrial laser scanner point clouds based on the covariance matrix	3
A novel global-local block spatial-spectral fusion attention model for hyperspectral image classification	3
Spatio-temporal distribution of the zero-Doppler line of lunar-based SAR	3
The vertical structure of latent heating and its association with cloud types during the Indian summer monsoon	3
Monitoring the groundwater level in tropical peatland through UAV mapping of soil surface temperature: a pilot study in Tanjung Leban, Indonesia	3
Road extraction from aerial image data via multiple features integrated with convolution long short time memory unit network	3
Improving the estimation of soil-available nutrients at the sub-field scale using time-series UAV observations	3
Fusion of dynamic predictive block adaptive quantization and vector quantization for staggered SAR data compression	3
An improved YOLO model for detecting trees suffering from pine wilt disease at different stages of infection	3
Estimation of ground-level dry PM2.5 concentrations at 3 km resolution over Beijing using Geostationary Ocean Colour Imager	3
Investigating operational country-level crop monitoring with Sentinel~1 and~2 imagery	3
Remote sensing object detection based on a combination of a CNN and the Swin transformer	3
3D scattering image reconstruction based on measurement optimization of a radar network	3
Mapping paddy rice using an adaptive stacking algorithm and Sentinel-1/2 images based on Google Earth Engine	3
High-boost-based local Weber contrast method for infrared small target detection	3
Correcting method of slant-range error for the TH-2 satellites	3
On the relation between rain, clouds, and cosmic rays	3
Dense-connected global covariance network with edge sample constraint for SAR image classification	3
An experimental study on the influence of copper and lead concentration on the spectral reflectance of maize leaves	3
Determining the spatio-temporal variability of glacier surface velocity using high-resolution satellite images and UAV data: Alamkuh glacier, Iran	3
An adaptive multilayer feature fusion strategy for remote sensing scene classification	3
Exploiting neighbourhood structural features for change detection	3
Semantic Segmentation of High Resolution Satellite Imagery using Generative Adversarial Networks with Progressive Growing	3
A case for green-based vegetation indices: plot-scale sUAS imagery related to crop chlorophyll content on smallholder maize farms in Malawi	3
Classification of the frozen/thawed surface state of Northern land areas based on SMAP and GCOM-W1 brightness temperature observations at 1.4 GHz and 6.9 GHz	2
Improving the denoising of WNNM-based imagery: three different strategies	2
Self-paced collaborative representation with manifold weighting for hyperspectral anomaly detection	2
An automatic band selection algorithm based on connection centre evolution	2
Selecting image pairs for structure-from-motion by introducing the image spatial position	2
A modified EMD method for detecting and mitigating narrow-band RFI in SAR data	2
A GPR 2D Teager-Kaiser energy operator based on the multivariate variational mode decomposition	2
Terrestrial aerosol retrieval over Beijing from Chinese GF-1 data based on the blue/red correlation.	2
Improvement of quad-polarized velocity bunching modulation transfer function by C-band Gaofen-3 SAR	2
Sub-pixel building area mapping based on synthetic training data and regression-based unmixing using Sentinel-1 and -2 data	2
Satellite-based agricultural water consumption assessment in the ungauged and transboundary Helmand Basin between Iran and Afghanistan	2
Impact of COVID-19 lockdown on ground-based airglow observations over India	2
High-resolution sea clutter modelling using compound inverted exponentiated Rayleigh distribution	2
Perceptually-motivated adversarial training for deep ensemble denoising of hyperspectral images	2
Cloud detection for satellite cloud images based on fused FCN features	2
Marine debris detection using a multi-feature pyramid network	2
Understanding agricultural fire dynamics in the southern Yucatán Peninsular Region using the MODIS (C6) active fire product	2
DCSRL: a change detection method for remote sensing images based on deep coupled sparse representation learning	2
A low-cost active reflector and a passive corner reflector network for assisting landslide monitoring using multi-temporal InSAR	2
A CFI algorithm for estimating the Doppler peak of wind-profiling radar	2
Residual high-order wavefront curvature error compensation for the polar format algorithm in widefield spotlight SAR imaging	2
Forest insect defoliation and mortality classification using annual Landsat time series composites: a case study in northwestern Ontario, Canada	2
Lp-norm-based successive denoising approach for hyperspectral images	2
Dense stereo matching in depth discontinuity areas based on edge detection and nearest valid point search	2
Long term trend in aerosol direct radiative effects over Indian Ocean region from multi- satellite observations	2
Inversion of ocean sound speed profiles from travel time measurements using a ray-gradient-enhanced surrogate model	2
An observation-driven optimization method for continuous estimation of soil moisture over large heterogeneous areas	2
A gridless sparse ISAR imaging method using atomic norm minimization based on multiple measurement vectors	2
Nonnegative collaborative representation for hyperspectral anomaly detection	2
Retrieving fPAR of maize canopy using artificial neural networks with airborne LiDAR and hyperspectral data	2
Winter wheat planting area extraction using SAR change detection	2
A reweighted alternating direction method of multipliers for joint phase adjustment and ISAR imaging	2
An evaluation of the performance of IMERG hourly precipitation estimates in a geographical sub-region with complex terrain and climate conditions: a case study in the upper Red River Basin	2
Improving the multiple linear regression method of biomass estimation using plant water-based spectrum correction	2
Detection of excavated areas in high-resolution remote sensing imagery using combined hierarchical spatial pyramid pooling and VGGNet	2
Spatio-temporal patterns of snow cover in the Tien Shan, China from 2000 to 2019 based on cloud-free data supported by Google Earth Engine	2
Detection of weather events in optical satellite data using deep convolutional neural networks	2
Single photon lidar signal attenuation under boreal forest conditions	2
Rapid assessment of disaster damage and economic resilience in relation to the flooding in Zhengzhou, China in 2021	2
An operational method for mapping the composition of post-fire litter	2
3-D electromagnetic-model-based absolute attitude estimation using a deep neural network	2
Evaluation of the performance of GaoFen-7 laser altimeter data for ground elevation retrieval over vegetated areas	2
Wide swath range sweep SAR: gapless imaging of wide scenes that are not parallel to the satellite orbit	2
Availability of Sentinel-2-based time-series observations: which vegetation phenology-based metrics perform best for mapping farming systems in complex landscapes?	2
A STAP clutter suppression algorithm based on sparse representation for small-array HFSWR	2
A global + multiscale hybrid network for hyperspectral image classification	2
A dielectric model for frozen mineral soils at a frequency of 435 MHz	2
A novel spectral-temporal Bayesian unmixing algorithm with spatial prior for Sentinel-2 time series	2
Continuously sensing of water temperature in a lake using acoustic tomography method	2
Ridgeline extraction only from a single full-polarimetric SAR image	2
An efficient SIFT-based matching algorithm for optical remote sensing images	2
Are extreme soil moisture deficits captured by remotely sensed data retrievals?	2
A method of water change monitoring in remote image time series based on long short time memory	2
Application of innovative space technology approaches to the sustainability of agricultural systems in the developing world	2
A Path Aggregation Network Based on Residual Feature Enhancement for Object Detection in Remote Sensing Imagery	2