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 2020-04-01 to 2024-04-01.)

Article	Citations
Multi-temporal image analysis for LULC classification and change detection	76
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	50
Evaluation of Sentinel-2 vegetation indices for prediction of LAI, fAPAR and fCover of winter wheat in Bulgaria	43
Distribution of rural tourism development in geographical space: a case study of 323 traditional villages in Shaanxi, China	41
Building extraction from remote sensing images using deep residual U-Net	40
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	39
Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for land cover mapping in a Mediterranean region	37
A novel approach for scene classification from remote sensing images using deep learning methods	36
An open source workflow for weed mapping in native grassland using unmanned aerial vehicle: using Rumex obtusifolius as a case study	32
Accuracy assessment of ALOS AW3D30 DSM and comparison to ALOS PRISM DSM created with classical photogrammetric techniques	30
Remote sensing scene classification based on high-order graph convolutional network	29
DSS-TRM: deep spatial–spectral transformer for hyperspectral image classification	27
GreyWolfLSM: an accurate oil spill detection method based on level set method from synthetic aperture radar imagery	27
Monitoring mining-induced subsidence by integrating differential radar interferometry and persistent scatterer techniques	25
Transferable instance segmentation of dwellings in a refugee camp - integrating CNN and OBIA	25
Change detection based flood mapping using multi-temporal Earth Observation satellite images: 2018 flood event of Kerala, India	18
Wind speed retrieval from the Gaofen-3 synthetic aperture radar for VV- and HH-polarization using a re-tuned algorithm	18
Assessing the impact of drought stress on grasslands using multi-temporal SAR data of Sentinel-1: a case study in Eastern Cape, South Africa	18
Input imagery, classifiers, and cloud computing: Insights from multi-temporal LULC mapping in the Cambodian Mekong Delta	18
Influence of flight altitude and control points in the georeferencing of images obtained by unmanned aerial vehicle	18
Arbitrary-angle bounding box based location for object detection in remote sensing image	17
Forecasting reference evapotranspiration using data mining and limited climatic data	16
Deep convolutional neural networks for surface coal mines determination from sentinel-2 images	16
An object-based spatiotemporal fusion model for remote sensing images	16
Biomass retrieval based on genetic algorithm feature selection and support vector regression in Alpine grassland using ground-based hyperspectral and Sentinel-1 SAR data	16

Deep Transfer Learning based Fusion Model for Environmental Remote Sensing Image Classification Model	15
Digital mapping of soil organic carbon stocks in the forest lands of Dominican Republic	13
Prediction architecture of deep learning assisted short long term neural network for advanced traffic critical prediction system using remote sensing data	13
Adsorption, degradation and leaching migration characteristics of chlorothalonil in different soils	13
A long-term monthly analytical study on the relationship of LST with normalized difference spectral indices	12
Influence of atmospheric patterns and North Atlantic Oscillation (NAO) on vegetation dynamics in Iceland using Remote Sensing	12
Eco-environmental effects of urban expansion in Xinjiang and the corresponding mechanisms	12
Accuracy verification and evaluation of small baseline subset (SBAS) interferometric synthetic aperture radar (InSAR) for monitoring mining subsidence	12
Land cover change across 45 years in the world’s largest mangrove forest (Sundarbans): the contribution of remote sensing in forest monitoring	11
Radar data analysis in the presence of uncertainty	11
A new method for surface water extraction using multi-temporal Landsat 8 images based on maximum entropy model	10
Blasting excavation and stability control technology for ultra-high steep rock slope of hydropower engineering in China: a review	10
Exploiting Image Assisted Total Station in Digital Image Correlation (DIC) displacement measurements: insights from laboratory experiments	10
Crop-specific phenomapping by fusing Landsat and Sentinel data with MODIS time series	10
Study on the evolution of B&Bs spatial distribution based on exploratory spatial data analysis (ESDA) and its influencing factors—with Yangtze River Delta as an example	10
Urban land-use classification using machine learning classifiers: comparative evaluation and post-classification multi-feature fusion approach	10
Crop identification by massive processing of multiannual satellite imagery for EU common agriculture policy subsidy control	10
Assessments of trophic state in lakes and reservoirs of Wuhan using Sentinel-2 satellite data	9
Evaluation of human activity intensity in geological environment problems of Ji’nan City	9
Elevation change of Bhasan Char measured by persistent scatterer interferometry using Sentinel-1 data in a humanitarian context	8
Applications of airborne laser scanning for determining marine geoid and surface waves properties	8
Pollution characteristics and risk assessment of heavy metals in the surface sediments of Dongting Lake water system during normal water period	8
Near-real time deforestation detection in the Brazilian Amazon with Sentinel-1 and neural networks	8
The research on landscape restoration design of watercourse in mountainous city based on comprehensive management of water environment	8
Investigation of the capability of multitemporal RADARSAT-2 fully polarimetric SAR images for land cover classification: a case of Panyu, Guangdong province	8
Evolution of wetland landscape disturbance in Jiaozhou Gulf between 1973 and 2018 based on remote sensing	8
Hyperspectral wavelength selection for estimating chlorophyll content of muskmelon leaves	8
Overlap influence in images obtained by an unmanned aerial vehicle on a digital terrain model of altimetric precision	8
An improved downscaled sun-induced chlorophyll fluorescence (DSIF) product of GOME-2 dataset	7
Characterizing surface water changes across the Tibetan Plateau based on Landsat time series and LandTrendr algorithm	7
Assessment of maize nitrogen uptake from PRISMA hyperspectral data through hybrid modelling	7
Evaluating applicability of multi-source precipitation datasets for runoff simulation of small watersheds: a case study in the United States	7
Detecting diseases in apple tree leaves using FPN–ISResNet–Faster RCNN	7
SiUNet3+-CD: a full-scale connected Siamese network for change detection of VHR images	7
Canopy temperatures of selected tree species growing in the forest and outside the forest using aerial thermal infrared (3.6–4.9 µm) data	7
Preliminary verification of hyperspectral LiDAR covering VIS-NIR-SWIR used for objects classification	7
UAV DTM acquisition in a forested area – comparison of low-cost photogrammetry (DJI Zenmuse P1) and LiDAR solutions (DJI Zenmuse L1)	7
Construction of community life circle database based on high-resolution remote sensing technology and multi-source data fusion	7
Study on peak cluster-depression rocky desertification landscape evolution and human activity-influence in South of China	7
Satellite-derived land surface temperature spatial sharpening: A comprehensive review on current status and perspectives	6
Estimating snow depth Inversion Model Assisted Vector Analysis based on temperature brightness for North Xinjiang region of China	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
Improving LSMA for impervious surface estimation in an urban area	6
Spectral-spatial multi-layer perceptron network for hyperspectral image land cover classification	6
HYSPLIT-based demarcation of regions affected by water vapors from the South China Sea and the Bay of Bengal	6
Performance comparison among typical open global DEM datasets in the Fenhe River Basin of China	6
County-level corn yield prediction using supervised machine learning	5
Geo Spatial Based Real Time Monitoring on Eutrophic Evaluation of Porunai River Basin for Pollution Risk Assessment	5
Spatiotemporal evolution characteristics of China’s cold chain logistics resources and agricultural product using remote sensing perspective	5
Introduction to the special issue on deep learning for remote sensing environments	5

Self-attention and generative adversarial networks for algae monitoring	5
Monitoring soil salinization in Manas River Basin, Northwestern China based on multi-spectral index group	5
Deep hierarchical transformer for change detection in high-resolution remote sensing images	5
Optimizing flood mapping using multi-synthetic aperture radar images for regions of the lower mekong basin in Vietnam	5
Sentinel-2 estimation of CNC and LAI in rice cropping system through hybrid approach modelling	5
A Novel Hyperspectral Unmixing Method based on Least Squares Twin Support Vector Machines	5
Extraction of cropland field parcels with high resolution remote sensing using multi-task learning	5
Effectiveness evaluation of the coupled LIDs from the watershed scale based on remote sensing image processing and SWMM simulation	5
Fuzzy neighbourhood neural network for high-resolution remote sensing image segmentation	5
Calibrating FY4A QPE using CMPA over Yunnan–Kweichow Plateau in summer 2019	5
Random forest-based rainfall retrieval for Ecuador using GOES-16 and IMERG-V06 data	5
Application of active remote sensing in confirmation rights and identification of mortgage supply-demand subjects of rural land in Guangdong Province	5
Automatic wildfire monitoring system based on deep learning	5
A combination of Sentinel-1 RADAR and Sentinel-2 multispectral data improves classification of morphologically similar savanna woody plants	5
Individual tree detection from unmanned aerial vehicle (UAV) derived point cloud data in a mixed broadleaf forest using hierarchical graph approach	5
Optical remote sensing cloud detection based on random forest only using the visible light and near-infrared image bands	5
Quality assurance and assessment framework for land cover maps validation in the Copernicus Hot Spot Monitoring activity	5
Assessment on erosion risk based on GIS in typical Karst region of Southwest China	5
Spatial-spectral feature classification of hyperspectral image using a pretrained deep convolutional neural network	4
Towards Forage Resource Monitoring in subtropical Savanna Grasslands: going multispectral or hyperspectral?	4
Updated trends of water management practice in the Italian rice paddies from remotely sensed imagery	4
Chlorophyll-a concentration in the hailing bay using remote sensing assisted sparse statistical modelling	4
Mapping spatial distribution of crop residues using PRISMA satellite imaging spectroscopy	4
Preliminary analysis of wave retrieval from Chinese Gaofen-3 SAR imagery in the Arctic Ocean	4
Investigating urban land dynamic change and its spatial determinants in Harbin city, China	4
Spatio-temporal changes of mangrove cover and its impact on bio-carbon flux along the West Bengal coast, Northeast coast of India	4
Active lateral spreads monitoring system in East-Central Sardinia	4
Spatial structure system of land use along urban rail transit based on GIS spatial clustering	4
Monitoring and analysis of crop irrigation dynamics in Central Italy through the use of MODIS NDVI data	4
Supervised conversion from Landsat-8 images to Sentinel-2 images with deep learning	4
Machine learning-based segmentation of aerial LiDAR point cloud data on building roof	4
Shoreline erosion due to anthropogenic pressure in Calabria (Italy)	3
Effects of lidar coverage and field plot data numerosity on forest growing stock volume estimation	3
Capturing deprived areas using unsupervised machine learning and open data: a case study in São Paulo, Brazil	3
Litter on the streets - solid waste detection using VHR images	3
GNSS-R monitoring of soil moisture dynamics in areas of severe drought: example of Dahra in the Sahelian climatic zone (Senegal)	3
Optimal segmentation and improved abundance estimation for superpixel-based Hyperspectral Unmixing	3
Application of Sentinel-1 radar data for mapping ice disturbance in a forested area	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
Fluvial gravel bar mapping with spectral signal mixture analysis	3
Assessing the effectiveness of UAV data for accurate coastal dune habitat mapping	3
Urban green infrastructure health assessment, based on landsat 8 remote sensing and entropy landscape metrics	3
Investigation into valuation of land using remote sensing and GIS in Madurai, Tamilnadu, India	3
Automated urban tree survey using remote sensing data, Google street view images, and plant species recognition apps	3
Analysis of the relationships between the thermophysical properties of rocks in the Dandong Area of China	3
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
Remote sensing techniques for water management and climate change monitoring in drought areas: case studies in Egypt and Tunisia	3
Integrating Copernicus land cover data into the i-Tree Cool Air model to evaluate and map urban heat mitigation by tree cover	3
Citizen science supporting agricultural monitoring with hundreds of low-cost sensors in comparison to remote sensing data	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
Monitoring Chlorophyll-a concentration in karst plateau lakes using Sentinel 2 imagery from a case study of pingzhai reservoir in Guizhou, China	3