OOIR: Observatory of International Research

Papers

(The TQCC of Remote Sensing Letters is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

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
A non-local capsule neural network for hyperspectral remote sensing image classification	21
Hydroponic farming hotspot analysis using the Getis–Ord Gi* statistic and high-resolution satellite data of Majuli Island, India	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
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
Spatial resolution enhancement method for Landsat imagery using a Generative Adversarial Network	10
ACLNet: an attention and clustering-based cloud segmentation network	10
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
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
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
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
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
Ocean surface wind speed retrieval from C-band quad-polarized SAR measurements at optimal spatial resolution	5
Perceptually-motivated adversarial training for deep ensemble denoising of hyperspectral images	5
MSANet: an improved semantic segmentation method using multi-scale attention for remote sensing images	5
Seasonal snow cover classification based on SAR imagery and topographic data	5
Detection of internal waves in the Persian Gulf	5
Using dictionary learning for clutter reduction in GPR B-scan images	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
Low complexity single dataset STAP for nonstationary clutter suppression in HF mixed-mode surface wave radar	5
Convolutional neural networks for coastal upwelling monitoring along the Atlantic Coast of Morocco	5
Satellite-based agricultural water consumption assessment in the ungauged and transboundary Helmand Basin between Iran and Afghanistan	5
On the relation between rain, clouds, and cosmic rays	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
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
Ship detection in SAR images by saliency analysis of multiscale superpixels	5
Obtaining high-resolution synthetic soil imagery for topsoil mapping	5
Mapping winter wheat in Kaifeng, China using Sentinel-1A time-series images	5
High-boost-based local Weber contrast method for infrared small target detection	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
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
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
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