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 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
Comparison of Deep and Machine Learning Approaches for Quebec Tree Species Classification Using a Combination of Multispectral and LiDAR Data	16
Rice Phenology Classification Model Based on Sentinel-1 Using Machine Learning Method on Google Earth Engine	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
Multi-Source Remote Sensing Based Modeling of Vegetation Productivity in the Boreal: Issues & Opportunities	10
Estimating GDP by Fusing Nighttime Light and Land Cover Data	10
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
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
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
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
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
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
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
An Exploration of False Positives Following Multispectral Analysis of Mine Tailings Extent	4
Testing ASTER and Sentinel-2 MSI Images to Discriminate Igneous and Metamorphic Rock Units in the Chadormalu Paleocrater, Central Iran	4
Attributing a Causal Agent and Assessing the Severity of Non-Stand Replacing Disturbances in a Northern Hardwood Forest using Landsat-Derived Vegetation Indices	4
Advances in Hyperspectral Remote Sensing for Earth Monitoring and Mapping	4
Active Reinforcement Learning for the Semantic Segmentation of Urban Images	4
Deformation Retrievals for North America and Eurasia from Sentinel-1 DInSAR: Big Data Approach, Processing Methodology and Challenges	4
Fusing Landsat and SAR Data for Mapping Tropical Deforestation through Machine Learning Classification and the PVts-β Non-Seasonal Detection Approach	4
Road Boundary, Curb and Surface Extraction from 3D Mobile LiDAR Point Clouds in Urban Environment	4
Oil Spill Candidate Detection Using a Conditional Random Field Model on Simulated Compact Polarimetric Imagery	4
Correction	4
Detection of Lesions in Lettuce Caused by Pectobacterium carotovorum Subsp. carotovorum by Supervised Classification Using Multispectral Images	4
Enhanced Wheat Head Detection in Images Using Fourier Domain Adaptation and Random Guided Filter	3
Estimating Tree Diameter at Breast Height (DBH) Using iPad Pro LiDAR Sensor in Boreal Forests	3
Correction	3
Using Landsat time-series to investigate nearly 50 years of tree canopy cover change across an urban-rural landscape in southern Ontario	3
Use of GEDI Signal and Environmental Parameters to Improve Canopy Height Estimation over Tropical Forest Ecosystems in Mayotte Island	3
Accuracy of Surface Water Maps Derived from Radar Satellite Imagery Compared to Multispectral Satellite Imagery	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
Harmonizing GEDI and LVIS Data for Accurate and Large-Scale Mapping of Foliage Height Diversity	3
Inland Water Body Fraction Map for Canada and Adjacent Regions at 250-m Spatial Resolution	3
A Multiscale Joint Deep Neural Network for Glacier Contour Extraction	3
Comparison of Machine Learning Inversion Methods for Salinity in the Central Indian Ocean Based on SMOS Satellite Data	3
Nearshore Bathymetry Estimation Using Synthetic Aperture Radar (SAR) Imagery	3
A New U-Net Based Convolutional Neural Network for Estimating Caribou Lichen Ground Cover from Field-Level RGB Images	3
Urban green space extraction from BJ-2 remote sensing image based SegFormer semantic segmentation model	2
DInSAR Monitoring of Surface Subsidence by Fusing Sentinel-1A and -1B Data to Improve Time Resolution in a Mining Area	2
The Evolution of Remote Sensing Education in Canada’s Universities and Colleges: Decades of Innovation and Expansion	2
A Method for Fully Automatic Building Footprint Extraction From Remote Sensing Images	2
Optimal and Fully Connected Deep Neural Networks Based Classification Model for Unmanned Aerial Vehicle Using Hyperspectral Remote Sensing Images	2
Melt Season Arctic Sea Ice Type Separability Using Fully and Compact Polarimetric C- and L-Band Synthetic Aperture Radar	2

Multispectral and LiDAR-Derived Vegetation Indicators of Water Table Dynamics in Forested Wetlands	2
A Remote Sensing Land Cover Classification Algorithm Based on Attention Mechanism	2
Spatially Explicit Abundance Modeling of a Highly Specialized Wetland Bird Using Sentinel-1 and Sentinel-2 Modélisation spatialement explicite de l’abondance d’un oiseau très spécifique aux zones humi	2
Hyperspectral Image Classification Based on the Gabor Feature with Correlation Information	2
Complex Surface Deformation of the Coalfield in the Northwest Suburbs of Xuzhou from 2015 to 2020 Revealed by Time Series InSAR	2
Application of Sentinel-1 SAR Data for Detecting a Nuclear Test Location in North Korea	2
An Algorithmic Approach towards Remote Sensing Imagery Data Restoration Using Guided Filters in Real-Time Applications	2
Upgrading the Salinity Index Estimation and Mapping Quality of Soil Salinity Using Artificial Neural Networks in the Lower-Cheliff Plain of Algeria in North Africa	2
Toward Targeted Change Detection with Heterogeneous Remote Sensing Images for Forest Mortality Mapping	2
Automated Rooftop Solar Panel Detection Through Convolutional Neural Networks	2
Observations from C-Band SAR Fully Polarimetric Parameters of Mobile Sea Ice Based on Radar Scattering Mechanisms to Support Operational Sea Ice Monitoring	2