Remote Sensing Letters

Article	Citations
SSS-YOLO: towards more accurate detection for small ships in SAR image	31
Snow covered with dust after Chamoli rockslide: inference based on high-resolution satellite data	22
Hydroponic farming hotspot analysis using the Getis–Ord Gi* statistic and high-resolution satellite data of Majuli Island, India	21
A non-local capsule neural network for hyperspectral remote sensing image classification	21
Effects of the Covid-19 pandemic on the oceans	20
Nitrogen dioxide (NO2) pollution monitoring with sentinel-5P satellite imagery over during the coronavirus pandemic (case study: Tehran)	20
Multi-temporal mapping of flood damage to crops using sentinel-1 imagery: a case study of the Sesia River (October 2020)	19
Classification of landslides on the southeastern Tibet Plateau based on transfer learning and limited labelled datasets	16
Sugarcane crop classification using time series analysis of optical and SAR sentinel images: a deep learning approach	15
A new method of nowcasting extreme cosmic ray events	14
Meta-learning based on parameter transfer for few-shot classification of remote sensing scenes	14
Analysis of Greenland mass changes based on GRACE four-dimensional wavelet decomposition	13
Sea surface temperature prediction using a cubic B-spline interpolation and spatiotemporal attention mechanism	13
Improvement of VV-polarization tilt MTF for Gaofen-3 SAR data of a tropical cyclone	13
A comparison of temperature and relative humidity measurements derived from COSMIC-2 radio occultations with radiosonde observations made over the Asian summer monsoon region	12
Using high-resolution satellite imagery to assess the impact of Sargassum inundation on coastal areas	12
A novel truncated nonconvex nonsmooth variational method for SAR image despeckling	12
Extracting terrestrial water storage signals from GRACE solutions in the Amazon Basin using an iterative filtering approach	11
MODIS aerosol optical depth retrieval based on random forest approach	11
A fully convolutional network with channel and spatial attention for hyperspectral image classification	11
BS-Net: Using Joint-Learning Boundary and Segmentation Network for Coastline Extraction from Remote Sensing Images	11
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	11
A probabilistic neighbourhood pooling-based attention network for hyperspectral image classification	11
Spatial resolution enhancement method for Landsat imagery using a Generative Adversarial Network	10
ACLNet: an attention and clustering-based cloud segmentation network	10

Effect of surface emissivity and retrieval algorithms on the accuracy of Land Surface Temperature retrieved from Landsat data	10
K-nearest neighbour-based feature selection using hyperspectral data	10
A multi-level feature fusion method based on pooling and similarity for HRRS image retrieval	10
An automatic cloud detection model for Sentinel-2 imagery based on Google Earth Engine	10
Salient object detection in hyperspectral images using deep background reconstruction based anomaly detection	10
Impacts of the spatial configuration of built-up areas and urban vegetation on land surface temperature using spectral and local spatial autocorrelation indices	9
Evaluating phenological trends of different vegetation types in response to climate change over the Rajmahal Hills in India during 2001-2019	9
SAR image change detection based on sparse representation and a capsule network	9
Cloud detection in Landsat-8 imagery in Google Earth Engine based on a deep convolutional neural network	9
Editorial Sir John Houghton	9
A dense spatial–spectral attention network for hyperspectral image band selection	8
UAV aerial image target detection based on BLUR-YOLO	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
A deep image prior-based interpretable network for hyperspectral image fusion	8
Using satellite data and deep learning to estimate educational outcomes in data-sparse environments	8
Rain-induced characteristics in C- and X-band synthetic aperture radar observations of tropical cyclones	8
Soil salinization monitoring in the Werigan-Kuqa Oasis, China, based on a Three-Dimensional Feature Space Model with Machine Learning Algorithm.	8
Combining multi-mode representations and ResNet for SAR target recognition	8
A regional attention-based detector for SAR ship detection	8
A basin-scale inventory and hydrodynamics of floodplain wetlands based on time-series of remote sensing data	8
The effects of radiometric terrain flattening on SAR-based forest mapping and classification	7
Variations in vegetation CUE with climate change and human activity during growing seasons in the Western Sichuan Plateau, China	7
Evaluation of radiometric calibration of drone-based imagery for improving shallow bathymetry retrieval	7
Generating a highly detailed DSM from a single high-resolution satellite image and an SRTM elevation model	7
Estimating tree Diameter at Breast Height (DBH) using an iPad Pro LiDAR sensor	7
A Remote Sensing Image Registration Algorithm Based on Multiple Constraints and a Variational Bayesian Framework	7
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	7
Mission to Mars: effective tools for searching and diagnosing water resources	7
Estimation of chlorophyll, macronutrients and water content in maize from hyperspectral data using machine learning and explainable artificial intelligence techniques	7
Improvement of quad-polarized velocity bunching modulation transfer function by C-band Gaofen-3 SAR	7
Identification of minerals in hyperspectral imagery based on the attenuation spectral absorption index vector using a multilayer perceptron	6
Monitoring the groundwater level in tropical peatland through UAV mapping of soil surface temperature: a pilot study in Tanjung Leban, Indonesia	6
Damaged building extraction from post-earthquake PolSAR data based on the Fourier transform	6
Reconstruction of arctic SST data and generation of multi-source satellite fusion products with high temporal and spatial resolutions	6
An improved YOLO model for detecting trees suffering from pine wilt disease at different stages of infection	6
A time-domain approach to the total ozone time series and a test of its predictability within a univariate framework	6
Large-gradient deformation monitoring and parameter inversion in a mining area using a method combining a dynamic prediction model and InSAR	6
Mapping paddy rice using an adaptive stacking algorithm and Sentinel-1/2 images based on Google Earth Engine	6
Mapping tree species in natural and planted forests using Sentinel-2 images	6
EUNetMTL: multitask joint learning for road extraction from high-resolution remote sensing images	6
Using sentinel-2 observations to assess the consequences of the COVID-19 lockdown on winter cropping in Bothaville and Harrismith, South Africa	6
Oil spill extraction from X-band marine radar images by power fitting of radar echoes	6
Integration of the k-nearest neighbours and patch-based features for PolSAR image classification by using a two-branch residual network	6
Statistical analysis of diurnal variations in land surface temperature and the UHI effect using aqua and terra MODIS data	6
Parametric translational motion compensation of spaceborne ISAR imagery for earth-orbit targets based on parabola detection and entropy minimization	6
Dense capsule network for SAR automatic target recognition with limited data	6
Can satellite precipitation estimates capture the magnitude of extreme rainfall Events?	6
The use of KPCA over subspaces for cross-scale superpixel based hyperspectral image classification	6
Small sample classification for hyperspectral imagery using temporal convolution and attention mechanism	6
Fast observation simulation method based on XGBoost for visible bands over the ocean surface under clear-sky conditions	6

Scene-level change detection by integrating VHR images and POI data using a multiple-branch fusion network	6
Infrared small-target detection via tensor construction and decomposition	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
Application of CFAR detection to multiple pulses for gamma distributed clutter	5
Obtaining high-resolution synthetic soil imagery for topsoil mapping	5
High-boost-based local Weber contrast method for infrared small target detection	5
Ocean surface wind speed retrieval from C-band quad-polarized SAR measurements at optimal spatial resolution	5
MSANet: an improved semantic segmentation method using multi-scale attention for remote sensing images	5
Detection of internal waves in the Persian Gulf	5
Using dictionary learning for clutter reduction in GPR B-scan images	5
GPR clutter suppression by online stochastic tensor decomposition	5
Target recognition of synthetic aperture radar images using multi-criteria SRC	5
A comparison between the use of machine learning techniques and the water cloud model for the retrieval of soil moisture from Sentinel-1A and Sentinel-2A products	5
Perceptually-motivated adversarial training for deep ensemble denoising of hyperspectral images	5
Low complexity single dataset STAP for nonstationary clutter suppression in HF mixed-mode surface wave radar	5
Seasonal snow cover classification based on SAR imagery and topographic data	5
Satellite-based agricultural water consumption assessment in the ungauged and transboundary Helmand Basin between Iran and Afghanistan	5
Ship detection based on medium-low resolution remote sensing data and super-resolved feature representation	5
Enhancement of vital signals based on low-rank, sparse representation for UWB through-wall radar	5
Leveraging Aqua and Terra satellite data for improved diurnal land surface temperature prediction: a comparative LSTM-based approach	5
Scene parsing for very high resolution remote sensing images using on attention-residual block-embedded adversarial networks	5
A global + multiscale hybrid network for hyperspectral image classification	5
Convolutional neural networks for coastal upwelling monitoring along the Atlantic Coast of Morocco	5
Ship detection in SAR images by saliency analysis of multiscale superpixels	5
Mapping winter wheat in Kaifeng, China using Sentinel-1A time-series images	5
On the relation between rain, clouds, and cosmic rays	5
Calibration of the span of Himawari-8 AOD products in eastern China	5
Update two-dimensional SAR offset tracking deformation time series with complex sequential least squares estimation	5
Investigating operational country-level crop monitoring with Sentinel~1 and~2 imagery	4
Discrimination of heavy metal crop contamination using measurements of leaf spectra	4
A new method that combines spectral indexes and Naive Bayes to distinguish heavy metal pollution in crops	4
An oriented anchor-free object detector including feature fusion and foreground enhancement for remote sensing images	4
Identification of ships moving in formation by HFSWR using an ISAR cross-range imaging algorithm	4
The vertical structure of latent heating and its association with cloud types during the Indian summer monsoon	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
Detection of weather events in optical satellite data using deep convolutional neural networks	4
A method for the extraction of shorelines from airborne lidar data in muddy areas and areas with shoals	4
An efficient SIFT-based matching algorithm for optical remote sensing images	4
IDN: inner-class dense neighbours for semi-supervised learning-based remote sensing scene classification	4
A sparse representation and Cauchy distance combination graph for hyperspectral target detection	4
Winter wheat planting area extraction using SAR change detection	4
A new approach for roof segmentation from airborne LiDAR point clouds	4
A Siamese convolutional neural network with high–low level feature fusion for change detection in remotely sensed images	4
Slow feature extraction for hyperspectral image classification	4
Rapid assessment of disaster damage and economic resilience in relation to the flooding in Zhengzhou, China in 2021	4
Continuous pulse repetition interval variation for highly squint high-resolution spotlight SAR imaging	4
A New Index for Assessing Tree Vigour Decline Based on Sentinel-2 Multitemporal Data. Application to Tree Failure Risk Management	4
An improved fully convolution network model for change detection in mining areas using sentinel-2 images	4
A case for green-based vegetation indices: plot-scale sUAS imagery related to crop chlorophyll content on smallholder maize farms in Malawi	4
A new registration method with improved phase congruency for application to GPR images	4
A clustering method for inter-annual NDVI time series	4
A simulation-based approach for removing the effect of water contamination on SMAP soil moisture retrieval over the Qinghai-Tibet Plateau	4
Species-level classification of mangrove forest using AVIRIS-NG hyperspectral imagery	4
Determining the optimum climate preseason for plant phenology analysis using rubber (Hevea brasiliensis) as a model	4
A Path Aggregation Network Based on Residual Feature Enhancement for Object Detection in Remote Sensing Imagery	4
A multi-view SAR target recognition method using feature fusion and joint classification	4
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	4
Pairwise registration for terrestrial laser scanner point clouds based on the covariance matrix	3
A two-steps close-form positioning estimator based on AOA/TOA measurements	3
MFRNet: A Multipath Feature Refinement Network for Semantic Segmentation in High-Resolution Remote Sensing Images	3
Improving power transmission tower state recognition in remote sensing images using cooperative Adaboost-MobileNet	3
DCSRL: a change detection method for remote sensing images based on deep coupled sparse representation learning	3
Determining the spatio-temporal variability of glacier surface velocity using high-resolution satellite images and UAV data: Alamkuh glacier, Iran	3
Spatio-temporal distribution of the zero-Doppler line of lunar-based SAR	3
Single photon lidar signal attenuation under boreal forest conditions	3
A low-cost active reflector and a passive corner reflector network for assisting landslide monitoring using multi-temporal InSAR	3
Hyperspectral differences between sunlit and shaded leaves in a Manchurian ash canopy in Northeast China	3
Untangling the effect of urban vegetation type and structure on spectrally unmixed greenness	3
An adaptive multilayer feature fusion strategy for remote sensing scene classification	3
Terrestrial aerosol retrieval over Beijing from Chinese GF-1 data based on the blue/red correlation.	3
Spatio-temporal reductions of the COVID-19 lockdown-induced noise anomalies in GNSS height time series over mainland China	3
Deep neural network-based spatial gap-filling of MODIS ice surface temperatures over the Arctic using satellite and reanalysis data	3
Preliminary observation of Marmolada glacier collapse of July 2022 with space-based cameras	3
A method of water change monitoring in remote image time series based on long short time memory	3
Highlighting the role of earth observation Sentinel5P TROPOMI in monitoring volcanic eruptions: a report on Hunga Tonga, a Submarine Volcano	3
High-resolution sea clutter modelling using compound inverted exponentiated Rayleigh distribution	3
Semi-supervised classification of hyperspectral images based on multi-view consistency	3
A novel global-local block spatial-spectral fusion attention model for hyperspectral image classification	3
A continuous‐wave, lidar sensor based on water vapour absorption lines at 1.52 μm	3
Exploiting neighbourhood structural features for change detection	3

Understanding agricultural fire dynamics in the southern Yucatán Peninsular Region using the MODIS (C6) active fire product	3
The remotely sensed geometric data of rain and clouds as a basis for studying extreme events	3
SAR-to-optical image translation by a variational generative adversarial network	3
A fast two-step algorithm for large-area thick cloud removal in high-resolution images	3
Combining pixel- and object-level information for land-cover mapping using time-series of Sentinel-2 satellite data	3
Inversion of ocean sound speed profiles from travel time measurements using a ray-gradient-enhanced surrogate model	3
Sub-pixel building area mapping based on synthetic training data and regression-based unmixing using Sentinel-1 and -2 data	3
An improved fusion method for detecting upwelling off the coast of northwest Africa from chlorophyll-a and sea surface temperature satellite images	3
Remote sensing object detection based on a combination of a CNN and the Swin transformer	3
Diversity in global urban sprawl patterns revealed by Zipfian dynamics	3
Nonnegative collaborative representation for hyperspectral anomaly detection	3
Lp-norm-based successive denoising approach for hyperspectral images	3
Correcting method of slant-range error for the TH-2 satellites	3
Semantic Segmentation of High Resolution Satellite Imagery using Generative Adversarial Networks with Progressive Growing	3
Landslide extraction using a novel empirical method and binary semantic segmentation U-NET framework using sentinel-2 imagery	3
An operational method for mapping the composition of post-fire litter	3
Extraction of the GPR instantaneous centroid frequency based on the envelope derivative operator and ICEEMDAN	3
Classification of hyperspectral images using a propagation filter and convolutional neural network	3
Self-paced collaborative representation with manifold weighting for hyperspectral anomaly detection	3
Dense-connected global covariance network with edge sample constraint for SAR image classification	3
3-D electromagnetic-model-based absolute attitude estimation using a deep neural network	3
R-ProjNet: an optimal rotated-projection neural network for wood segmentation from point clouds	3
Fusion of dynamic predictive block adaptive quantization and vector quantization for staggered SAR data compression	3
Mapping ash species across a mixed forest using hyperspectral imagery	3
An experimental study on the influence of copper and lead concentration on the spectral reflectance of maize leaves	3
Land classification in satellite images by injecting traditional features to CNN models	3
A STAP clutter suppression algorithm based on sparse representation for small-array HFSWR	3
Improving the multiple linear regression method of biomass estimation using plant water-based spectrum correction	3
Continuously sensing of water temperature in a lake using acoustic tomography method	2
Spatial–temporal patterns of ecological changes in the Dongting Lake region and their responses to climate factors and human activities	2
Range current retrieval fromsentinel-1 SAR ocean product based on deep learning	2
Sea-surface small target detection using entropy features with dual-domain clutter suppression	2
Simulation of reflected signals in dual-position radar systems	2
A dielectric model of thawed and frozen Arctic organic soils at 435 MHz	2
Deriving high-accuracy lake water-level changes from multi-source satellite datasets	2
Distance-based hyperspectral open-set classification of deep neural networks	2
A GPR 2D Teager-Kaiser energy operator based on the multivariate variational mode decomposition	2
Residual high-order wavefront curvature error compensation for the polar format algorithm in widefield spotlight SAR imaging	2
Clustering information-constrained 3D U-Net subspace clustering for hyperspectral image	2
A novel spatio-temporal fusion approach combining deep learning downscaling and FSDAF method	2
Improving the denoising of WNNM-based imagery: three different strategies	2
Spectral-spatial hyperspectral image classification with dual spatial ensemble learning	2
A Crop water stress index based on Remote Sensing methods for monitoring drought in an Arid area	2
Limitations and the value of land surface models and their role in remote sensing	2
Mapping of land cover in semi-arid regions based on a multi-gate semi-supervised learning method – a case study of Zhangbei, China	2
A reweighted alternating direction method of multipliers for joint phase adjustment and ISAR imaging	2
Impact of COVID-19 lockdown on ground-based airglow observations over India	2
A Multi-view SAR target recognition method based on adaptive weighted decision fusion	2
Application of innovative space technology approaches to the sustainability of agricultural systems in the developing world	2
A CFI algorithm for estimating the Doppler peak of wind-profiling radar	2
An enhanced global context-aware network for road extraction from high-resolution imagery	2
Wide swath range sweep SAR: gapless imaging of wide scenes that are not parallel to the satellite orbit	2
Long term trend in aerosol direct radiative effects over Indian Ocean region from multi- satellite observations	2
A dielectric model for frozen mineral soils at a frequency of 435 MHz	2
A modified EMD method for detecting and mitigating narrow-band RFI in SAR data	2
PRO-YOLOv4-tiny: towards more balance between accuracy and speed in the detection of small targets in remotely sensed images	2
Short-term sediment plume event in the coral reef area of a small island captured by the Planet Dove satellite constellation	2
Evaluation of the performance of GaoFen-7 laser altimeter data for ground elevation retrieval over vegetated areas	2
Detection of excavated areas in high-resolution remote sensing imagery using combined hierarchical spatial pyramid pooling and VGGNet	2
Super-resolution of Sentinel-2 images using Wasserstein GAN	2
Marine debris detection using a multi-feature pyramid network	2
Local features of 3D point cloud registration based on Siamese network learning	2
A novel spectral-temporal Bayesian unmixing algorithm with spatial prior for Sentinel-2 time series	2
Using the Hilbert–Huang spectrum transformation to estimate soil lead concentration	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
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
Eastward propagating surface salinity anomalies in the tropical North Atlantic	2
Creating synthetic night-time visible-light meteorological satellite images using the GAN method	2
Dense stereo matching in depth discontinuity areas based on edge detection and nearest valid point search	2
An automatic band selection algorithm based on connection centre evolution	2
A gridless sparse ISAR imaging method using atomic norm minimization based on multiple measurement vectors	2
Distributed scatterer interferometry for forested and hilly areas using a topographical homogeneous filtering	2
Availability of Sentinel-2-based time-series observations: which vegetation phenology-based metrics perform best for mapping farming systems in complex landscapes?	2
Generative adversarial network augmentation for solving the training data imbalance problem in crop classification	2
Development of an empirical relation to assess soil spatial variability for off-road trafficability using terrain similarity analysis & geospatial data	2
Cloud detection for satellite cloud images based on fused FCN features	2
An attention cut classification network for fine-grained ship classification in remote sensing images	2
Enterprise version 8 total column ozone algorithm (EV8TOz) development and applications on multiple sensors	1
FAWNet: two-phase attention based street view image classification for urban land use analysis	1
A refocusing iterative optimization method based on the quad-beam mode for accurate estimation of the azimuth velocity of slow-moving targets using SAR	1
Tracking of the huge Antarctic iceberg A-76	1
Paradigm of surface wind fields generated using Scatsat-1 and low-level adjusted INSAT-3D winds during tropical cyclone Amphan	1
A decoupled search deep network framework for high-resolution remote sensing image classification	1
Tracking forest dynamic trends in Belize: the role of protected areas, agriculture, and fire in the South Eastern Selva Maya	1
A robust underwater object detection method using forward-looking sonar images	1
Comparison of ground-based lightning detection network data with WRF-Elec forecasting estimates over India – Initial results	1
Estimating wind slab thickness in a Tundra snowpack using Ku-band scatterometer observations	1
An evaluation of the use of IMERG products for representing drought in a typical rocky karst region experiencing rocky desertification in Guangxi, China	1
A novel quality assessment index for evaluating the spatial uniformity of remote sensing image classification	1
Validation of solar-induced chlorophyll fluorescence products derived from OCO-2/3 observations using tower-based in situ measurements	1
Characteristics of suspended sediment in Sentinel-1 synthetic aperture radar observations	1
Motion error parameter estimation based on vortex echo data	1
Fast and robust infrared small target detection based on a combination of hand-designed features and machine-designed features	1
TWC-AWT-Net: a transformer-based method for detecting ships in noisy SAR images	1
A modified TSM for better prediction of hh polarized microwave backscattering coefficient from sea surface	1