OOIR: Observatory of International Research

Papers

(The median citation count of Canadian Journal of Remote Sensing is 2. 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
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
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
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
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
Passive Microwave Sea Ice Edge Displacement Error over the Eastern Canadian Arctic for the period 2013-2021	5
Separating crested wheatgrass using field hyperspectral data in the native prairie of southwestern Saskatchewan	5
Advances in Hyperspectral Remote Sensing for Earth Monitoring and Mapping	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
Predicting fodder crop yield in semi-arid Mongolia using Landsat data: a multivariate analysis approach	5
Road Boundary, Curb and Surface Extraction from 3D Mobile LiDAR Point Clouds in Urban Environment	5
An Exploration of False Positives Following Multispectral Analysis of Mine Tailings Extent	5
LSFNet: Lightweight Slicing-Fusion Network for Pixel-Wise Damage Segmentation in Dam from UAV Imagery	5
Large-Scale LoD2 Building Modeling using Deep Multimodal Feature Fusion	5
Active Reinforcement Learning for the Semantic Segmentation of Urban Images	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
Remotely Piloted Aircraft Systems (RPAS) for Monitoring Archaeological Sites in Nunavik in the Face of a Changing Climate	4
Inland Water Body Fraction Map for Canada and Adjacent Regions at 250-m Spatial Resolution	4
Correction	4
Correction	4
Enhanced Wheat Head Detection in Images Using Fourier Domain Adaptation and Random Guided Filter	4
Use of GEDI Signal and Environmental Parameters to Improve Canopy Height Estimation over Tropical Forest Ecosystems in Mayotte Island	4
Deformation Retrievals for North America and Eurasia from Sentinel-1 DInSAR: Big Data Approach, Processing Methodology and Challenges	4
Accuracy of Surface Water Maps Derived from Radar Satellite Imagery Compared to Multispectral Satellite Imagery	4
Comparison of Machine Learning Inversion Methods for Salinity in the Central Indian Ocean Based on SMOS Satellite Data	4
UBR-Net: Road Extraction from High-Resolution Remote Sensing Imagery Using Multi-Scale Attention and Cross-Residual Encoding	3
Multispectral and LiDAR-Derived Vegetation Indicators of Water Table Dynamics in Forested Wetlands	3
Using Landsat time-series to investigate nearly 50 years of tree canopy cover change across an urban-rural landscape in southern Ontario	3
A Study of Selected Constant False Alarm Rate (CFAR) Detectors for Vessels with Compact and Dual Polarimetric Synthetic Aperture Radar (SAR)	3
Estimating Tree Diameter at Breast Height (DBH) Using iPad Pro LiDAR Sensor in Boreal Forests	3
Harmonizing GEDI and LVIS Data for Accurate and Large-Scale Mapping of Foliage Height Diversity	3
Soil Moisture and Soil Depth Retrieval Using the Coupled Phase-Amplitude Behavior of C-Band Radar Backscatter in the Presence of Sub-Surface Scattering	3
Automated Forest Harvest Detection With a Normalized PlanetScope Imagery Time Series	3
A New U-Net Based Convolutional Neural Network for Estimating Caribou Lichen Ground Cover from Field-Level RGB Images	3
An Algorithmic Approach towards Remote Sensing Imagery Data Restoration Using Guided Filters in Real-Time Applications	3
How well does the Evaporative Stress Index from ECOSTRESS capture site-based stresses?	3
The Evolution of Remote Sensing Education in Canada’s Universities and Colleges: Decades of Innovation and Expansion	2
Optimal and Fully Connected Deep Neural Networks Based Classification Model for Unmanned Aerial Vehicle Using Hyperspectral Remote Sensing Images	2
A Method for Fully Automatic Building Footprint Extraction From Remote Sensing Images	2
Connecting remote sensing, Inuit Knowledge, and in-situ observations for monitoring landfast sea ice fracture development in Admiralty Inlet, Nunavut	2

Hyperspectral Image Classification Based on the Gabor Feature with Correlation Information	2
Predicting Forest Age up to 250 Years in Old-Growth Boreal Mixedwoods of Western Quebec, Canada, Using Airborne Laser Scanning Data and Modelled Tree Species Composition	2
Melt Season Arctic Sea Ice Type Separability Using Fully and Compact Polarimetric C- and L-Band Synthetic Aperture Radar	2
Toward Targeted Change Detection with Heterogeneous Remote Sensing Images for Forest Mortality Mapping	2
Urban green space extraction from BJ-2 remote sensing image based SegFormer semantic segmentation model	2
Automated Rooftop Solar Panel Detection Through Convolutional Neural Networks	2
Satellite Soil Observation (SatSoil): extraction of bare soil reflectance for soil organic carbon mapping on Google Earth Engine	2
Estimating Biophysical Parameters of Native Grasslands Using Spectral Data Derived from Close Range Hyperspectral and Satellite Data	2