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 2021-06-01 to 2025-06-01.)

Article	Citations
FMCNet: A Fuzzy Multiscale Convolution Network for Remote Sensing Image Segmentation	21
See as a Bee: UV Sensor for Aerial Strawberry Crop Monitoring	19
Characterizing Tree Species in Northern Boreal Forests Using Multiple-Endmember Spectral Mixture Analysis and Multi-Temporal Satellite Imagery	17
Rice Phenology Classification Model Based on Sentinel-1 Using Machine Learning Method on Google Earth Engine	16
Comparison of Deep and Machine Learning Approaches for Quebec Tree Species Classification Using a Combination of Multispectral and LiDAR Data	16
3D Modeling of Façade Elements Using Multi-View Images from Mobile Scanning Systems	14
Observations of Thin First Year Sea Ice Using a Suite of Surface Radar, LiDAR, and Drone Sensors	13
Learning-Based Methods for Detection and Monitoring of Shallow Flood-Affected Areas: Impact of Shallow-Flood Spreading on Vegetation Density	12
Multi-Sensor Aboveground Biomass Estimation in the Broadleaved Hyrcanian Forest of Iran	11
Deep Learning Approaches to Spatial Downscaling of GRACE Terrestrial Water Storage Products Using EALCO Model Over Canada	11
Estimating GDP by Fusing Nighttime Light and Land Cover Data	10
Multi-Source Remote Sensing Based Modeling of Vegetation Productivity in the Boreal: Issues & Opportunities	10
The Integration of Multi-Source Remotely Sensed Data with Hierarchically Based Classification Approaches in Support of the Classification of Wetlands	9
Leveraging Google Earth Engine and Semi-Supervised Generative Adversarial Networks to Assess Initial Burn Severity in Forest	9
The WIPI Model Based on Multi-Scale Local Contrast Post-Processing for Infrared Small Target Detection	9
Regional Crop Characterization Using Multi-Temporal Optical and Synthetic Aperture Radar Earth Observations Data	9
RADARSAT-2 DInSAR and GNSS-Derived Finite Fault Model of the 2012 Mw 7.8 Haida Gwaii Earthquake	9
Mapping Dominant Boreal Tree Species Groups by Combining Area-Based and Individual Tree Crown LiDAR Metrics with Sentinel-2 Data	8
Multi-Resolution-Based Deep Learning Approach for Rice Field Monitoring	8
HSI Classification Based on Multimodal CNN and Shadow Enhance by DSR Spatial-Spectral Fusion	8
From Stationary to Mobile: Unleashing the Full Potential of Terrestrial LiDAR through Sensor Integration	8
Assessing the Performance of Satellite-Based Models for Crop Yield Estimation in the Canadian Prairies	7
Building Detection and Outlining in Multi-Modal Remote Sensor Data: A Stratified Approach	6
Mapping land cover in the low Arctic using multiple sources of earth observation data	6
Hyperspectral Imagery Denoising Using Minimum Noise Fraction and Video Non-Local Bayes Algorithms	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
Radarsat Constellation Mission Derived Winter Glacier Velocities for the St. Elias Icefield, Yukon/Alaska: 2022 and 2023	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
Separating Shrub Cover From Green Vegetation in Grasslands Using Hyperspectral Vegetation Indices	6
Retrieval of Lake Ice Characteristics from SAR Imagery	6
A Fast Snapshot Hyperspectral Image Reconstruction Method Based on Three-Dimensional Low Rank Constraint	6
Changes in Water and Carbon Fluxes in the USA Southern Great Plains Grassland Due to Evergreen Forest Encroachment	5
Comparing Mountain Snowpack Depth Model Results from Different Airborne Laser Scanning Flight Path Samples	5
Passive Microwave Sea Ice Edge Displacement Error over the Eastern Canadian Arctic for the period 2013-2021	5
Large-Scale LoD2 Building Modeling using Deep Multimodal Feature Fusion	5
Correction	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
Quantitative Inversion Modeling Method for Grading Deerni Copper Deposits Based on Visible and Near-Infrared Hyperspectral Data	5
Crop Classification Using Multi-Temporal RADARSAT Constellation Mission Compact Polarimetry SAR Data	5
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
Data Assimilation of Growing Stock Volume Using a Sequence of Remote Sensing Data from Different Sensors	5