OOIR: Observatory of International Research

Papers

(The TQCC of Canadian Journal of Remote Sensing is 5. 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 2021-12-01 to 2025-12-01.)

Article	Citations
See as a Bee: UV Sensor for Aerial Strawberry Crop Monitoring	25
Comparison of Deep and Machine Learning Approaches for Quebec Tree Species Classification Using a Combination of Multispectral and LiDAR Data	19
Rice Phenology Classification Model Based on Sentinel-1 Using Machine Learning Method on Google Earth Engine	18
FMCNet: A Fuzzy Multiscale Convolution Network for Remote Sensing Image Segmentation	17
Characterizing Tree Species in Northern Boreal Forests Using Multiple-Endmember Spectral Mixture Analysis and Multi-Temporal Satellite Imagery	15
TDBOSegNet: A Semantic Segmentation Model for Typical Disaster-Bearing Objects in UAV Images of Flood Disasters	14
3D Modeling of Façade Elements Using Multi-View Images from Mobile Scanning Systems	12
Observations of Thin First Year Sea Ice Using a Suite of Surface Radar, LiDAR, and Drone Sensors	12
Learning-Based Methods for Detection and Monitoring of Shallow Flood-Affected Areas: Impact of Shallow-Flood Spreading on Vegetation Density	11
Multi-Source Remote Sensing Based Modeling of Vegetation Productivity in the Boreal: Issues & Opportunities	11
Estimating GDP by Fusing Nighttime Light and Land Cover Data	10
Synthetic Aperture Radar as a Tool for Tornado Classification in Forested Areas	10
Regional Crop Characterization Using Multi-Temporal Optical and Synthetic Aperture Radar Earth Observations Data	9
Multi-Resolution-Based Deep Learning Approach for Rice Field Monitoring	8
The WIPI Model Based on Multi-Scale Local Contrast Post-Processing for Infrared Small Target Detection	8
Hyperspectral Imagery Denoising Using Minimum Noise Fraction and Video Non-Local Bayes Algorithms	8
From Stationary to Mobile: Unleashing the Full Potential of Terrestrial LiDAR through Sensor Integration	8
Leveraging Google Earth Engine and Semi-Supervised Generative Adversarial Networks to Assess Initial Burn Severity in Forest	8
Mapping Dominant Boreal Tree Species Groups by Combining Area-Based and Individual Tree Crown LiDAR Metrics with Sentinel-2 Data	8
RADARSAT-2 DInSAR and GNSS-Derived Finite Fault Model of the 2012 Mw 7.8 Haida Gwaii Earthquake	8
Mapping land cover in the low Arctic using multiple sources of earth observation data	7
Radarsat Constellation Mission Derived Winter Glacier Velocities for the St. Elias Icefield, Yukon/Alaska: 2022 and 2023	7
Assessing the Performance of Satellite-Based Models for Crop Yield Estimation in the Canadian Prairies	7
Retrieval of Lake Ice Characteristics from SAR Imagery	7
Projected Future Changes in Burn Probability in Canada’s Forests and Communities Under Different Climate Change Scenarios	6

Comparative Analysis of Empirical and Machine Learning Models for Chl a Extraction Using Sentinel-2 and Landsat OLI Data: Opportunities, Limitations, and Challenges	6
Correction	6
Separating Shrub Cover From Green Vegetation in Grasslands Using Hyperspectral Vegetation Indices	6
Self-Supervised Deep Learning for Urban Land Cover Classification from Very High Resolution Imagery	6
Terrestrial Snowmelt as a Precursor to Landfast Sea Ice Break-up in Hudson Bay and James Bay	6
Synthetic Images for Georeferencing Camera Images in Mobile Mapping Point-clouds	6
Monitoring Water Turbidity in a Temperate Floodplain Using UAV: Potential and Challenges	6
Building Detection and Outlining in Multi-Modal Remote Sensor Data: A Stratified Approach	6
A Bi-Temporal Airborne Lidar Shrub-to-Tree Aboveground Biomass Model for the Taiga of Western Canada	5
Spectral Spatial Neighborhood Attention Transformer for Hyperspectral Image Classification	5
Large-Scale LoD2 Building Modeling using Deep Multimodal Feature Fusion	5
Attributing a Causal Agent and Assessing the Severity of Non-Stand Replacing Disturbances in a Northern Hardwood Forest using Landsat-Derived Vegetation Indices	5
Advances in Hyperspectral Remote Sensing for Earth Monitoring and Mapping	5
Deformation Retrievals for North America and Eurasia from Sentinel-1 DInSAR: Big Data Approach, Processing Methodology and Challenges	5
Assessing the Parameterization of RADARSAT-2 Dual-polarized ScanSAR Scenes on the Accuracy of a Convolutional Neural Network for Sea Ice Classification: Case Study over Coronation Gulf, Canada	5
Crop Classification Using Multi-Temporal RADARSAT Constellation Mission Compact Polarimetry SAR Data	5
Road Boundary, Curb and Surface Extraction from 3D Mobile LiDAR Point Clouds in Urban Environment	5
Active Reinforcement Learning for the Semantic Segmentation of Urban Images	5
An Exploration of False Positives Following Multispectral Analysis of Mine Tailings Extent	5
Testing ASTER and Sentinel-2 MSI Images to Discriminate Igneous and Metamorphic Rock Units in the Chadormalu Paleocrater, Central Iran	5
Predicting fodder crop yield in semi-arid Mongolia using Landsat data: a multivariate analysis approach	5
Changes in Water and Carbon Fluxes in the USA Southern Great Plains Grassland Due to Evergreen Forest Encroachment	5
Passive Microwave Sea Ice Edge Displacement Error over the Eastern Canadian Arctic for the period 2013-2021	5
Quantitative Inversion Modeling Method for Grading Deerni Copper Deposits Based on Visible and Near-Infrared Hyperspectral Data	5
Oil Spill Candidate Detection Using a Conditional Random Field Model on Simulated Compact Polarimetric Imagery	5
Correction	5