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

Article	Citations
Super-Resolution Surface Water Mapping on the Canadian Shield Using Planet CubeSat Images and a Generative Adversarial Network	30
Spectral–Spatial Features Exploitation Using Lightweight HResNeXt Model for Hyperspectral Image Classification	25
Assessing the Performance of Satellite-Based Models for Crop Yield Estimation in the Canadian Prairies	22
A Sea-Surface Temperature Homogenization Blend for the Northwest Atlantic	22
Greenhouses Detection in Guanzhong Plain, Shaanxi, China: Evaluation of Four Classification Methods in Google Earth Engine	22
OA-CapsNet: A One-Stage Anchor-Free Capsule Network for Geospatial Object Detection from Remote Sensing Imagery	18
The Evolution of Remote Sensing Education in Canada’s Universities and Colleges: Decades of Innovation and Expansion	18
Hyperspectral Imagery Denoising Using Minimum Noise Fraction and Video Non-Local Bayes Algorithms	17
Radarsat Constellation Mission Derived Winter Glacier Velocities for the St. Elias Icefield, Yukon/Alaska: 2022 and 2023	17
See as a Bee: UV Sensor for Aerial Strawberry Crop Monitoring	16
Automated Rooftop Solar Panel Detection Through Convolutional Neural Networks	15
Mapping Complex Landslide Scars Using Deep Learning and High-Resolution Topographic Derivatives from LiDAR Data in Quebec, Canada	13
Multi-Scale Dense Graph Attention Network for Hyperspectral Classification	12
Dense Connected Edge Feature Enhancement Network for Building Edge Detection from High Resolution Remote Sensing Imagery	12
Rice Phenology Classification Model Based on Sentinel-1 Using Machine Learning Method on Google Earth Engine	12
FMCNet: A Fuzzy Multiscale Convolution Network for Remote Sensing Image Segmentation	12
Deformation Retrievals for North America and Eurasia from Sentinel-1 DInSAR: Big Data Approach, Processing Methodology and Challenges	10
Comparison of Deep and Machine Learning Approaches for Quebec Tree Species Classification Using a Combination of Multispectral and LiDAR Data	10
Quantifying Woody Plant Encroachment in Grasslands: A Review on Remote Sensing Approaches	10
Cumulative Changes in Minimum Snow/Ice Extent over Canada and Northern USA for 2000–2023	10
A Remote Sensing Land Cover Classification Algorithm Based on Attention Mechanism	9
Wheat Head Detection using Deep, Semi-Supervised and Ensemble Learning	9
Automatic Road Extraction from Remote Sensing Images Based on Rectangle Marked Point Process	9
Downscaling CLDAS Soil Moisture Product by Integrating Sentinel-1 and Sentinel-2 Data over Agricultural Area	9
Retrieval of Lake Ice Characteristics from SAR Imagery	8

Characterizing Tree Species in Northern Boreal Forests Using Multiple-Endmember Spectral Mixture Analysis and Multi-Temporal Satellite Imagery	7
A Comparative Study of Deep Learning Approaches to Rooftop Detection in Aerial Images	6
Complex Surface Deformation of the Coalfield in the Northwest Suburbs of Xuzhou from 2015 to 2020 Revealed by Time Series InSAR	6
Black and Odorous Water Detection of Remote Sensing Images Based on Improved Deep Learning	6
Pix2Pix Network to Estimate Agricultural Near Infrared Images from RGB Data	6
Monitoring Water Turbidity in a Temperate Floodplain Using UAV: Potential and Challenges	6
41^st Canadian Symposium on Remote Sensing Special Issue: A Virtual Conference	6
Multi-Sensor Aboveground Biomass Estimation in the Broadleaved Hyrcanian Forest of Iran	6
Optimal and Fully Connected Deep Neural Networks Based Classification Model for Unmanned Aerial Vehicle Using Hyperspectral Remote Sensing Images	6
Synthetic Images for Georeferencing Camera Images in Mobile Mapping Point-clouds	5
The RADARSAT Constellation Mission for Soil Moisture Retrieval of Bare Soil by Compact Polarimetry and Random Forest Regression	5
A Fast Snapshot Hyperspectral Image Reconstruction Method Based on Three-Dimensional Low Rank Constraint	5
Updating Forest Stand Inventories: Integration of Photo-Interpreted and Airborne Laser Scanning Forest Attributes Using Generic Region Merging Segmentation and kNN Imputation	5
Spectral Diversity as a Predictor of Tree Diversity: Exploring Challenges and Opportunities Across Forest Ecosystems	5
Mapping land cover in the low Arctic using multiple sources of earth observation data	5
3D Modeling of Façade Elements Using Multi-View Images from Mobile Scanning Systems	5
Hyperspectral Image Classification Based on the Gabor Feature with Correlation Information	5
Enhanced Wheat Head Detection in Images Using Fourier Domain Adaptation and Random Guided Filter	5
Multifractal and Long-Term Memory of Impervious Surface Spatial Patterns in a Coastal City in China	5
Ship Detection in SAR Images via Cross-Attention Mechanism	5
Detection of Potential Vernal Pools on the Canadian Shield (Ontario) Using Object-Based Image Analysis in Combination with Machine Learning	5
Accuracy of Surface Water Maps Derived from Radar Satellite Imagery Compared to Multispectral Satellite Imagery	5
Separating Shrub Cover From Green Vegetation in Grasslands Using Hyperspectral Vegetation Indices	5