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 2021-11-01 to 2025-11-01.)

Article	Citations
Geo Spatial Based Real Time Monitoring on Eutrophic Evaluation of Porunai River Basin for Pollution Risk Assessment	79
GreyWolfLSM: an accurate oil spill detection method based on level set method from synthetic aperture radar imagery	72
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	59
Automated urban tree survey using remote sensing data, Google street view images, and plant species recognition apps	44
Flooded area detection and mapping from Sentinel-1 imagery. Complementary approaches and comparative performance evaluation	39
Real-time identification of collapsed buildings triggered by natural disasters using a modified object-detection network with quasi-panchromatic images	37
Satellite thermographies as an essential tool for the identification of cold air pools: an example from SE Spain	33
Enhanced large-scale building extraction evaluation: developing a two-level framework using proxy data and building matching	29
Towards sustainable agriculture in Iran using a machine learning-driven crop mapping framework	26
YOLOSeaShip: a lightweight model for real-time ship detection	26
Mapping spatial distribution of crop residues using PRISMA satellite imaging spectroscopy	25
Machine learning-based segmentation of aerial LiDAR point cloud data on building roof	24
Assessment of maize nitrogen uptake from PRISMA hyperspectral data through hybrid modelling	23
Modeling of winter wheat yield prediction based on solar-induced chlorophyll fluorescence by machine learning methods	22
Fractal and multifractal spatiotemporal patterns of land surface temperatures in a coastal city	21
Study on coal-rock interface characteristics change law and recognition based on active thermal excitation	21
Shrub height estimation for habitat conservation in NW Iberian Peninsula (Spain) using UAV LiDAR point clouds	19
Reconstructing palaeogeography and landscapes around the ancient Greek colony of Abdera (Thrace, NE gr.): an integrated remote sensing approach	19
Solar Induced Fluorescence Retrieved from Avocado ( Persea americana Mill.) Canopies Along the Season Correlates with Sugar Levels in the Developing Fruit	17
Assessing the impact of climate change on the water-energy-food nexus in southeastern Morocco: a case study of the Wadi Guir watershed	16
Multiple-input multiple-output radar, ground-based MIMO SAR for ground deformation monitoring	16
Applicability of pre-trained CNNs in temperate deforestation detection	16
Retrieval of land surface temperature from FY3D MERSI-II based on re-fitting Split Window Algorithm	16
TrmGLU-Net: transformer-augmented global-local U-Net for hyperspectral image classification with limited training samples	15
Land cover change across 45 years in the world’s largest mangrove forest (Sundarbans): the contribution of remote sensing in forest monitoring	15

Let the loss impartial: a hierarchical unbiased loss for small object segmentation in high-resolution remote sensing images	15
Performance evaluation of multiple satellite rainfall data sets in central highlands of Abbay Basin, Ethiopia	14
A novel NDSM fusion approach to improve UAV-Based LCC accuracy in sloping urban areas	14
Digital mapping of soil organic carbon stocks in the forest lands of Dominican Republic	14
Advanced prediction of radar reflectivity using U-Net with visual and infrared data from Himawari-8	14
Combining multiple UAV-Based indicators for wheat yield estimation, a case study from Germany	14
Fanet: A deep learning framework for black and odorous water extraction	14
Rainfall prediction based on CNN-LSTM model under sliding window	14
Detecting diseases in apple tree leaves using FPN–ISResNet–Faster RCNN	13
Deep learning applied to urban agriculture: spatial-temporal changes of agricultural land in a rapidly urbanizing Southeast Asian city	13
A method for automatically extracting long-term and large-scale land use and land cover information	12
A hybrid method for delineating homogeneous forest segments from LiDAR data in Catalonia (Spain)	12
Discussion and analysis on the improvement of the widening technology of cement concrete pavement of rural highway	12
A novel method for predicting the geochemical composition of tailings with laboratory field and hyperspectral airborne data using a regression and classification-based approach	12
Near-real time deforestation detection in the Brazilian Amazon with Sentinel-1 and neural networks	12
Preliminary analysis of wind and wave retrieval from Chinese 1mC-SAR image	12
Improving spatial resolution of Aqua MODIS and GCOM-C chlorophyll-a data for Cyprus coastal waters monitoring	11
Urban change detection with airborne LiDAR for hostilities’ impact estimation: a case study of Kharkiv	11
GuidedBox: a segmentation-guided box teacher-student approach for weakly supervised road segmentation	11
Object-oriented polarimetric SAR image classification via the combination of a pixel-based classifier and a region growing technique	11
Statement of Retraction	10
Deep Transfer Learning based Fusion Model for Environmental Remote Sensing Image Classification Model	10
Copernicus for monitoring European forests: strengths, challenges and potential	10
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	10
Future of urban remote sensing and new sensors	10
Citizen science supporting agricultural monitoring with hundreds of low-cost sensors in comparison to remote sensing data	10
Canopy temperatures of selected tree species growing in the forest and outside the forest using aerial thermal infrared (3.6–4.9 µm) data	9
Advancing Earth observation: a survey on AI-powered image processing in satellites	9
Investigating the spatio-temporal risk of in-ground fungal wood decay over Europe using the 5th European reanalysis (ERA5-Land)	8
Manifold mesh reconstruction from dense matching points of oblique images	8
Use of Sentinel-2 optical imagery for the reconstruction of coastal bathymetry: a case study in Mozambique	8
Fuzzy neighbourhood neural network for high-resolution remote sensing image segmentation	8
How a basement fault has controlled Pb- Zn ore deposition within the Zagros Fold-Thrust Belt? a focus on remote sensing approaches	8
Using bi-temporal ALS and NFI-based time-series data to account for large-scale aboveground carbon dynamics: the showcase of mediterranean forests	8
Optical remote sensing cloud detection based on random forest only using the visible light and near-infrared image bands	8
A site-specific survey for EO-based phenological monitoring in regenerative agriculture within LULUCF framework	8
Detecting semi-arid forest decline using time series of Landsat data	8
A novel hybrid sand and dust storm detection method using MODIS data on GEE platform	8
Regional estimates of gross primary production applying the Process-Based Model 3D-CMCC-FEM vs. Remote-Sensing multiple datasets	7
Comparison of forest canopy gap fraction measurements from drone-based video frames, below-canopy hemispherical photography, and airborne laser scanning	7
Accuracy assessment of LAI, PAI and FCOVER from Sentinel-2 and GEDI for monitoring forests and their disturbance in Central Germany	7
Multi-feature fusion and multi-attention deep network for enhancing road extraction in remote sensing images	7
Evaluation of spectral features and regression methods for leaf area index estimation	7
Sensitivity of surface soil moisture retrieval to satellite-derived vegetation descriptors over wheat fields in the Kairouan plain	7
Automatic wildfire monitoring system based on deep learning	6
Advances in vegetation mapping through remote sensing and machine learning techniques: a scientometric review	6
Microwave satellite remote sensing for a sustainable sea	6
Training data in satellite image classification for land cover mapping: a review	6
Ensemble of features for efficient classification of high-resolution remote sensing image	6
Cloud climatology of northwestern Mexico based on MODIS data	6

Forecasting monthly soil moisture at broad spatial scales in sub-Saharan Africa using three time-series models: evidence from four decades of remotely sensed data	6
Comparative Evaluation of LiDAR systems for transport infrastructure: case studies and performance analysis	6
Large multimodal model for open vocabulary semantic segmentation of remote sensing images	6
Deep convolutional transformer network for hyperspectral unmixing	6
Mapping the forests and their spatiotemporal changes in the Yellow River Basin (Gansu section) in China from 2008 to 2018	6
Usable observations over Europe: evaluation of compositing windows for Landsat and Sentinel-2 time series	5
Assessment of the effects of winter wheat scattering on SAR backscatter for soil moisture estimation based on a radiative transfer model	5
Naturalness indicators of forests in Southern Sweden derived from the canopy height model	5
Machine learning-based multimodal data fusion for the Swiss land use statistics	5
Correction	5
Assessing the effectiveness of UAV data for accurate coastal dune habitat mapping	5
Overlap influence in images obtained by an unmanned aerial vehicle on a digital terrain model of altimetric precision	5
Winter remote sensing images are more suitable for forest mapping in Jiangxi Province	5
Monitoring and analysis of crop irrigation dynamics in Central Italy through the use of MODIS NDVI data	5
Assessing the effect of volcano-tectonic activity on the spatial distribution of surface temperature in the Main Ethiopian Rift, using integrated approach of remote sensing data	5
Spatial and temporal evolution of air pollution and verification of the environmental Kuznets curve in the Yangtze River Basin during 1980—2019	5
Detection and counting of meadow cuts by copernicus sentinel-2 imagery in the framework of the common agricultural policy (CAP)	5
Leveraging involution and convolution in an explainable building damage detection framework	4
SDNet: a lightweight ship detection network in remote sensing images by super-resolution enhancement and detail completion	4
Applying object-based approach to monitor urban expansion in Ha Long city, Vietnam, during 2000-2023 from multi-date Landsat satellite imagery	4
A study of high-resolution remote sensing image landslide detection with optimized anchor boxes and edge enhancement	4
A new method for surface water extraction using multi-temporal Landsat 8 images based on maximum entropy model	4
Estimation of the occurrence, severity, and volume of heartwood rot using airborne laser scanning and optical satellite data	4
Combining machine learning with UAV derived multispectral aerial images for wheat yield prediction, in southern Brazil	4
Multi-decadal satellite monitoring of soil carbon and its role in farm carbon footprint: a case study for the Czech Republic	4
Monitoring biological degradation of historical stone using hyperspectral imaging	4
A hybrid convolution transformer for hyperspectral image classification	3
On-orbit geometric calibration and preliminary accuracy verification of GaoFen-14 (GF-14) optical two linear-array stereo camera	3
Semantically aware tree height estimator for infrastructure monitoring using multimodal satellite images	3
Classification of tree species based on hyperspectral reflectance images of stem bark	3
Integrated Evaluation and error decomposition of four gridded precipitation products using dense rain gauge observations over the Yunnan-Kweichow Plateau, China	3
Correction	3
Comparative analysis of image mosaicing techniques for aerial agriculture field imaging	3
Individual tree detection from unmanned aerial vehicle (UAV) derived point cloud data in a mixed broadleaf forest using hierarchical graph approach	3
Development of an algorithm for identification of sown biodiverse pastures in Portugal	3
Spectral-based regression model for destriping of abnormal pixel values in PRISMA hyperspectral image	3
Modelling in-ground wood decay using time-series retrievals from the 5 ^th European climate reanalysis (ERA5-Land)	3
Spectral-spatial multi-layer perceptron network for hyperspectral image land cover classification	3
GNSS-R-Based wildfire detection: a novel and accurate method	3
A combination of Sentinel-1 RADAR and Sentinel-2 multispectral data improves classification of morphologically similar savanna woody plants	3
Web of science-based literature review of peri-urban areas: a comparison between Europe and China	3
Deep automatic soil roughness estimation from digital images	3
Geochemical analysis of SAR backscattering (Sentinel-1) on global ocean oil spill cases	3
Early cereal yield prediction using machine learning and Sentinel-1 & Sentinel-2 satellite data	3