OOIR: Observatory of International Research

Papers

(The TQCC of European Journal of Remote Sensing is 7. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Feature space based monitoring model of rock desertification for karst landscape	53
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	47
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	38
Automated urban tree survey using remote sensing data, Google street view images, and plant species recognition apps	38
Satellite thermographies as an essential tool for the identification of cold air pools: an example from SE Spain	36
Assessment of maize nitrogen uptake from PRISMA hyperspectral data through hybrid modelling	35
Mapping spatial distribution of crop residues using PRISMA satellite imaging spectroscopy	34
YOLOSeaShip: a lightweight model for real-time ship detection	30
Towards sustainable agriculture in Iran using a machine learning-driven crop mapping framework	30
Eliminating the influence of moisture to enhance the accuracy of soil salinity estimation using hyperspectral remote sensing	28
Modeling of winter wheat yield prediction based on solar-induced chlorophyll fluorescence by machine learning methods	23
Enhanced large-scale building extraction evaluation: developing a two-level framework using proxy data and building matching	22
Downscaling of soil moisture in the Wujiang River Basin based on integrated decision tree-based machine learning	22
Fractal and multifractal spatiotemporal patterns of land surface temperatures in a coastal city	21
Machine learning-based segmentation of aerial LiDAR point cloud data on building roof	20
Multiple-input multiple-output radar, ground-based MIMO SAR for ground deformation monitoring	19
Retrieval of land surface temperature from FY3D MERSI-II based on re-fitting Split Window Algorithm	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 Frui	19
Applicability of pre-trained CNNs in temperate deforestation detection	18
Shrub height estimation for habitat conservation in NW Iberian Peninsula (Spain) using UAV LiDAR point clouds	18
Exploring dynamics of Poyang floodplain lakes using fused 8-day, 30-m remote sensing data (2000–2023)	17
Analysis of Sentinel-1 and Sentinel-2 data for post-earthquake reconstruction monitoring: a case study of the 2024 Noto Peninsula earthquake	17
Let the loss impartial: a hierarchical unbiased loss for small object segmentation in high-resolution remote sensing images	16

Assessing the impact of climate change on the water-energy-food nexus in southeastern Morocco: a case study of the Wadi Guir watershed	16
Land cover change across 45 years in the world’s largest mangrove forest (Sundarbans): the contribution of remote sensing in forest monitoring	15
TrmGLU-Net: transformer-augmented global-local U-Net for hyperspectral image classification with limited training samples	15
Satellite-based analysis of maritime traffic effects on water quality indicators in the Mediterranean basin	15
Advanced prediction of radar reflectivity using U-Net with visual and infrared data from Himawari-8	14
A novel NDSM fusion approach to improve UAV-Based LCC accuracy in sloping urban areas	14
Performance evaluation of multiple satellite rainfall data sets in central highlands of Abbay Basin, Ethiopia	14
Remote sensing driven multilayer perceptron markov modelling of land use change and ecosystem service decline in the Eastern Mediterranean	13
Cross-domain few-shot hyperspectral image classification with frequency-aware augmentation	13
A novel method for predicting the geochemical composition of tailings with laboratory field and hyperspectral airborne data using a regression and classification-based approach	13
A hybrid method for delineating homogeneous forest segments from LiDAR data in Catalonia (Spain)	13
Preliminary analysis of wind and wave retrieval from Chinese 1mC-SAR image	13
Fanet: A deep learning framework for black and odorous water extraction	13
Detecting diseases in apple tree leaves using FPN–ISResNet–Faster RCNN	12
Deep learning applied to urban agriculture: spatial-temporal changes of agricultural land in a rapidly urbanizing Southeast Asian city	12
Combining multiple UAV-Based indicators for wheat yield estimation, a case study from Germany	12
Object-oriented polarimetric SAR image classification via the combination of a pixel-based classifier and a region growing technique	11
Rainfall prediction based on CNN-LSTM model under sliding window	11
A robust detection method of apple leaf spectral image Starscream based on CRS-YOLO algorithm	10
GuidedBox: a segmentation-guided box teacher-student approach for weakly supervised road segmentation	10
Improving spatial resolution of Aqua MODIS and GCOM-C chlorophyll-a data for Cyprus coastal waters monitoring	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
A method for automatically extracting long-term and large-scale land use and land cover information	9
Urban change detection with airborne LiDAR for hostilities’ impact estimation: a case study of Kharkiv	9
Functional ecosystem properties estimated from satellite PRISMA and Sentinel-2 data in natural European sites	9
Statement of Retraction	9
Spatio-temporal dynamics and future projections of carbon storage in Ziwuling, China, under rapid urbanization	9
Advancing Earth observation: a survey on AI-powered image processing in satellites	8
Investigating the spatio-temporal risk of in-ground fungal wood decay over Europe using the 5th European reanalysis (ERA5-Land)	8
Copernicus for monitoring European forests: strengths, challenges and potential	8
Soil moisture estimation at 1-km resolution over croplands and grasslands using sentinel-1/2 and SMOS-IC data: algorithm and validation	8
Citizen science supporting agricultural monitoring with hundreds of low-cost sensors in comparison to remote sensing data	8
Four decades of suspended particulate matter concentrations in the Po River revealed by landsat satellites	8
Future of urban remote sensing and new sensors	8
Fuzzy neighbourhood neural network for high-resolution remote sensing image segmentation	7
Accuracy assessment of LAI, PAI and FCOVER from Sentinel-2 and GEDI for monitoring forests and their disturbance in Central Germany	7
Manifold mesh reconstruction from dense matching points of oblique images	7
A flexible QGIS plugin for mapping burned areas and burn severity from multispectral remote sensing imagery	7
Using bi-temporal ALS and NFI-based time-series data to account for large-scale aboveground carbon dynamics: the showcase of mediterranean forests	7
Regional estimates of gross primary production applying the Process-Based Model 3D-CMCC-FEM vs. Remote-Sensing multiple datasets	7
Use of Sentinel-2 optical imagery for the reconstruction of coastal bathymetry: a case study in Mozambique	7
Integrating image filters and confidence thresholds to improve cropland data layer for deep learning–based cropland segmentation	7
A site-specific survey for EO-based phenological monitoring in regenerative agriculture within LULUCF framework	7
A novel hybrid sand and dust storm detection method using MODIS data on GEE platform	7
How a basement fault has controlled Pb- Zn ore deposition within the Zagros Fold-Thrust Belt? a focus on remote sensing approaches	7