OOIR: Observatory of International Research

Papers

(The median citation count of European Journal of Remote Sensing is 3. 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
A review and meta-analysis of remote sensing data, GIS methods, materials and indices used for monitoring the coastline evolution over the last twenty years	64
Building extraction from remote sensing images using deep residual U-Net	53
Evaluation of Sentinel-2 vegetation indices for prediction of LAI, fAPAR and fCover of winter wheat in Bulgaria	52
Comparison and assessment of different object-based classifications using machine learning algorithms and UAVs multispectral imagery: a case study in a citrus orchard and an onion crop	48
Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for land cover mapping in a Mediterranean region	47
GreyWolfLSM: an accurate oil spill detection method based on level set method from synthetic aperture radar imagery	38
DSS-TRM: deep spatial–spectral transformer for hyperspectral image classification	37
Remote sensing scene classification based on high-order graph convolutional network	33
Change detection based flood mapping using multi-temporal Earth Observation satellite images: 2018 flood event of Kerala, India	25
Wind speed retrieval from the Gaofen-3 synthetic aperture radar for VV- and HH-polarization using a re-tuned algorithm	23
Input imagery, classifiers, and cloud computing: Insights from multi-temporal LULC mapping in the Cambodian Mekong Delta	22
Influence of flight altitude and control points in the georeferencing of images obtained by unmanned aerial vehicle	20
An object-based spatiotemporal fusion model for remote sensing images	19
Digital mapping of soil organic carbon stocks in the forest lands of Dominican Republic	19
Arbitrary-angle bounding box based location for object detection in remote sensing image	19
Deep Transfer Learning based Fusion Model for Environmental Remote Sensing Image Classification Model	18
Land cover change across 45 years in the world’s largest mangrove forest (Sundarbans): the contribution of remote sensing in forest monitoring	18
Biomass retrieval based on genetic algorithm feature selection and support vector regression in Alpine grassland using ground-based hyperspectral and Sentinel-1 SAR data	17
Deep convolutional neural networks for surface coal mines determination from sentinel-2 images	17
Urban land-use classification using machine learning classifiers: comparative evaluation and post-classification multi-feature fusion approach	16
Detecting diseases in apple tree leaves using FPN–ISResNet–Faster RCNN	15
Influence of atmospheric patterns and North Atlantic Oscillation (NAO) on vegetation dynamics in Iceland using Remote Sensing	15
A new method for surface water extraction using multi-temporal Landsat 8 images based on maximum entropy model	14
County-level corn yield prediction using supervised machine learning	14
Near-real time deforestation detection in the Brazilian Amazon with Sentinel-1 and neural networks	14

Accuracy verification and evaluation of small baseline subset (SBAS) interferometric synthetic aperture radar (InSAR) for monitoring mining subsidence	13
A long-term monthly analytical study on the relationship of LST with normalized difference spectral indices	13
Exploiting Image Assisted Total Station in Digital Image Correlation (DIC) displacement measurements: insights from laboratory experiments	12
RETRACTED ARTICLE: Eco-environmental effects of urban expansion in Xinjiang and the corresponding mechanisms	12
An improved downscaled sun-induced chlorophyll fluorescence (DSIF) product of GOME-2 dataset	12
Assessments of trophic state in lakes and reservoirs of Wuhan using Sentinel-2 satellite data	12
UAV DTM acquisition in a forested area – comparison of low-cost photogrammetry (DJI Zenmuse P1) and LiDAR solutions (DJI Zenmuse L1)	11
Machine learning-based segmentation of aerial LiDAR point cloud data on building roof	11
Radar data analysis in the presence of uncertainty	11
Hyperspectral wavelength selection for estimating chlorophyll content of muskmelon leaves	10
Overlap influence in images obtained by an unmanned aerial vehicle on a digital terrain model of altimetric precision	10
Individual tree detection from unmanned aerial vehicle (UAV) derived point cloud data in a mixed broadleaf forest using hierarchical graph approach	9
Crop identification by massive processing of multiannual satellite imagery for EU common agriculture policy subsidy control	9
Characterizing surface water changes across the Tibetan Plateau based on Landsat time series and LandTrendr algorithm	9
Assessment of maize nitrogen uptake from PRISMA hyperspectral data through hybrid modelling	9
Extraction of cropland field parcels with high resolution remote sensing using multi-task learning	8
Litter on the streets - solid waste detection using VHR images	8
Canopy temperatures of selected tree species growing in the forest and outside the forest using aerial thermal infrared (3.6–4.9 µm) data	8
Applications of airborne laser scanning for determining marine geoid and surface waves properties	8
Fuzzy neighbourhood neural network for high-resolution remote sensing image segmentation	8
Mapping spatial distribution of crop residues using PRISMA satellite imaging spectroscopy	8
Preliminary verification of hyperspectral LiDAR covering VIS-NIR-SWIR used for objects classification	8
Optical remote sensing cloud detection based on random forest only using the visible light and near-infrared image bands	8
Investigation of the capability of multitemporal RADARSAT-2 fully polarimetric SAR images for land cover classification: a case of Panyu, Guangdong province	8
Calibrating FY4A QPE using CMPA over Yunnan–Kweichow Plateau in summer 2019	7
SiUNet3+-CD: a full-scale connected Siamese network for change detection of VHR images	7
Performance comparison among typical open global DEM datasets in the Fenhe River Basin of China	7
Spectral-spatial multi-layer perceptron network for hyperspectral image land cover classification	7
Assessing the effectiveness of UAV data for accurate coastal dune habitat mapping	7
Improving LSMA for impervious surface estimation in an urban area	7
Capturing deprived areas using unsupervised machine learning and open data: a case study in São Paulo, Brazil	7
A combination of Sentinel-1 RADAR and Sentinel-2 multispectral data improves classification of morphologically similar savanna woody plants	6
Automatic wildfire monitoring system based on deep learning	6
Digital elevation model and satellite gravity anomalies and its correlation with geologic structures at Borena basin, in the Southern Main Ethiopian Rift	6
Comparisons of random forest and stochastic gradient treeboost algorithms for mapping soil electrical conductivity with multiple subsets using Landsat OLI and DEM/GIS-based data at a type oasis in Xin	6
Performance evaluation of multiple satellite rainfall data sets in central highlands of Abbay Basin, Ethiopia	6
Preliminary analysis of wave retrieval from Chinese Gaofen-3 SAR imagery in the Arctic Ocean	6
Towards Forage Resource Monitoring in subtropical Savanna Grasslands: going multispectral or hyperspectral?	6
Satellite-derived land surface temperature spatial sharpening: A comprehensive review on current status and perspectives	6
Geo Spatial Based Real Time Monitoring on Eutrophic Evaluation of Porunai River Basin for Pollution Risk Assessment	6
Self-attention and generative adversarial networks for algae monitoring	5
Remote sensing techniques for water management and climate change monitoring in drought areas: case studies in Egypt and Tunisia	5
Updated trends of water management practice in the Italian rice paddies from remotely sensed imagery	5
Deep hierarchical transformer for change detection in high-resolution remote sensing images	5
GNSS-R monitoring of soil moisture dynamics in areas of severe drought: example of Dahra in the Sahelian climatic zone (Senegal)	5
Monitoring Chlorophyll-a concentration in karst plateau lakes using Sentinel 2 imagery from a case study of pingzhai reservoir in Guizhou, China	5
A Novel Hyperspectral Unmixing Method based on Least Squares Twin Support Vector Machines	5
Regional estimates of gross primary production applying the Process-Based Model 3D-CMCC-FEM vs. Remote-Sensing multiple datasets	5
Active lateral spreads monitoring system in East-Central Sardinia	5
Urban green infrastructure health assessment, based on landsat 8 remote sensing and entropy landscape metrics	5

RETRACTED ARTICLE: Spatial structure system of land use along urban rail transit based on GIS spatial clustering	5
Integrating Copernicus land cover data into the i-Tree Cool Air model to evaluate and map urban heat mitigation by tree cover	5
Optimizing flood mapping using multi-synthetic aperture radar images for regions of the lower mekong basin in Vietnam	5
Spatial-spectral hierarchical vision permutator for hyperspectral image classification	5
Spatio-temporal changes of mangrove cover and its impact on bio-carbon flux along the West Bengal coast, Northeast coast of India	5
Monitoring and analysis of crop irrigation dynamics in Central Italy through the use of MODIS NDVI data	5
Quality assurance and assessment framework for land cover maps validation in the Copernicus Hot Spot Monitoring activity	5
Citizen science supporting agricultural monitoring with hundreds of low-cost sensors in comparison to remote sensing data	5
Random forest-based rainfall retrieval for Ecuador using GOES-16 and IMERG-V06 data	5
Sentinel-2 estimation of CNC and LAI in rice cropping system through hybrid approach modelling	5
Spatial distribution and change trend of land surface evaporation and drought in Sichuan Province (China) during 2001 to 2015	4
Research on the application of big data visualization technology in urban road congestion	4
Effects of lidar coverage and field plot data numerosity on forest growing stock volume estimation	4
Prediction of land use and land cover change in two watersheds in the Senegal River basin (West Africa) using the Multilayer Perceptron and Markov chain model	4
Supervised conversion from Landsat-8 images to Sentinel-2 images with deep learning	4
Wind field reconstruction based on dual-polarized synthetic aperture radar during a tropical cyclone	4
Shoreline erosion due to anthropogenic pressure in Calabria (Italy)	4
Hyperspectral image classification using improved multi-scale block local binary pattern and bi-exponential edge-preserving smoother	4
Spatial-spectral feature classification of hyperspectral image using a pretrained deep convolutional neural network	4
Microwave satellite remote sensing for a sustainable sea	4
Application of Sentinel-1 radar data for mapping ice disturbance in a forested area	4
Classification of tree species based on hyperspectral reflectance images of stem bark	4
Simulating urban growth through case-based reasoning	4
Automated urban tree survey using remote sensing data, Google street view images, and plant species recognition apps	4
A machine learning method for Arctic lakes detection in the permafrost areas of Siberia	3
Evaluation of common reed ( Phragmites australis ) bed changes in the context of management using earth observation and automatic threshold	3
Retrieval of land surface temperature from FY3D MERSI-II based on re-fitting Split Window Algorithm	3
Crop water use dynamics over arid and semi-arid croplands in the lower Colorado River Basin	3
Improved food-insecurity prediction in smallholder-dominated landscapes using MODIS Enhanced Vegetation Index and Google Earth Engine: a case study in South Central Ethiopia	3
A novel hybrid sand and dust storm detection method using MODIS data on GEE platform	3
Optimal segmentation and improved abundance estimation for superpixel-based Hyperspectral Unmixing	3
A hybrid convolution transformer for hyperspectral image classification	3
Trees outside forest in Italian agroforestry landscapes: detection and mapping using sentinel-2 imagery	3
PRISMA hyperspectral imagery for mapping alteration zones associated with Kuhpanj porphyry copper deposit, Southern Iran	3
Analysis of spatial-temporal evolution of landscape patterns in ancient large city-sites based on multi-temporal Landsat imagery: a case study of the Zhouyuan site region in China	3