OOIR: Observatory of International Research

Papers

(The TQCC of Canadian Journal of Remote Sensing is 6. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Comparison of Deep and Machine Learning Approaches for Quebec Tree Species Classification Using a Combination of Multispectral and LiDAR Data	22
See as a Bee: UV Sensor for Aerial Strawberry Crop Monitoring	22
FMCNet: A Fuzzy Multiscale Convolution Network for Remote Sensing Image Segmentation	16
Characterizing Tree Species in Northern Boreal Forests Using Multiple-Endmember Spectral Mixture Analysis and Multi-Temporal Satellite Imagery	13
TDBOSegNet: A Semantic Segmentation Model for Typical Disaster-Bearing Objects in UAV Images of Flood Disasters	12
Observations of Thin First Year Sea Ice Using a Suite of Surface Radar, LiDAR, and Drone Sensors	11
Rice Phenology Classification Model Based on Sentinel-1 Using Machine Learning Method on Google Earth Engine	11
Synthetic Aperture Radar as a Tool for Tornado Classification in Forested Areas	10
Estimating GDP by Fusing Nighttime Light and Land Cover Data	10
3D Modeling of Façade Elements Using Multi-View Images from Mobile Scanning Systems	10
Learning-Based Methods for Detection and Monitoring of Shallow Flood-Affected Areas: Impact of Shallow-Flood Spreading on Vegetation Density	10
Multi-Source Remote Sensing Based Modeling of Vegetation Productivity in the Boreal: Issues & Opportunities	10
Early detection of common reed ( Phragmites australis ) using unoccupied aerial vehicles and deep learning	10
RADARSAT-2 DInSAR and GNSS-Derived Finite Fault Model of the 2012 Mw 7.8 Haida Gwaii Earthquake	9
Correction	8
Radarsat Constellation Mission Derived Winter Glacier Velocities for the St. Elias Icefield, Yukon/Alaska: 2022 and 2023	8
The WIPI Model Based on Multi-Scale Local Contrast Post-Processing for Infrared Small Target Detection	8
Leveraging the Full Potential of Landsat to Investigate Inequalities in Post-Development Residential Canopy Cover (1972–2020)	8
Assessing the Performance of Satellite-Based Models for Crop Yield Estimation in the Canadian Prairies	8
From Stationary to Mobile: Unleashing the Full Potential of Terrestrial LiDAR through Sensor Integration	8
Compact polarimetric response of native grassland and seeded forage across a gradient of Southern Alberta Prairie ecoregions	8
Mapping Dominant Boreal Tree Species Groups by Combining Area-Based and Individual Tree Crown LiDAR Metrics with Sentinel-2 Data	8
Characterizing the Impact of Non-Stand Replacing Disturbances on LiDAR Based Forest Structure Using a Harmonized Landsat-Sentinel-2 Time-Series	7
Mapping land cover in the low Arctic using multiple sources of earth observation data	7
Detection of Landfast Ice Polynyas from SAR Imagery Using Deep Learning	7

Separating Shrub Cover From Green Vegetation in Grasslands Using Hyperspectral Vegetation Indices	7
Mapping Rice Production Typology Using Sentinel-1 Time Series Similarity Analysis to Support Climate Resilient Agriculture in the Vietnamese Mekong Delta	7
Monitoring Water Turbidity in a Temperate Floodplain Using UAV: Potential and Challenges	7
Hyperspectral Imagery Denoising Using Minimum Noise Fraction and Video Non-Local Bayes Algorithms	7
Projected Future Changes in Burn Probability in Canada’s Forests and Communities Under Different Climate Change Scenarios	7
Synthetic Images for Georeferencing Camera Images in Mobile Mapping Point-clouds	7
Building Detection and Outlining in Multi-Modal Remote Sensor Data: A Stratified Approach	6
Crop Classification Using Multi-Temporal RADARSAT Constellation Mission Compact Polarimetry SAR Data	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
Correction	6
Spectral Spatial Neighborhood Attention Transformer for Hyperspectral Image Classification	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
A Bi-Temporal Airborne Lidar Shrub-to-Tree Aboveground Biomass Model for the Taiga of Western Canada	6
Changes in Water and Carbon Fluxes in the USA Southern Great Plains Grassland Due to Evergreen Forest Encroachment	6