Lincoln Linlin Xu
Scholar

Lincoln Linlin Xu

Google Scholar ID: CDEWI5IAAAAJ
Assistant Professor, Geomatics Engineering, University of Calgary
AI & machine learningHyperspectral LiDAR SAREnvironmental monitoringGeospatial data science
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Citations & Impact
All-time
Citations
2,812
 
H-index
25
 
i10-index
65
 
Publications
20
 
Co-authors
0
 
Contact
Emaillincoln.xu@ucalgary.caTwitterOpen ↗LinkedInOpen ↗
Publications
14 items
A Novel Graph-Regulated Disentangling Mamba Model with Sparse Tokens for Enhanced Tree Species Classification from MODIS Time Series
2026
Cited
0
Unmixing-Guided Spatial-Spectral Mamba with Clustering Tokens for Hyperspectral Image Classification
2026
Cited
0
Geographically-Weighted Weakly Supervised Bayesian High-Resolution Transformer for 200m Resolution Pan-Arctic Sea Ice Concentration Mapping and Uncertainty Estimation using Sentinel-1, RCM, and AMSR2 Data
2026
Cited
0
mHC-HSI: Clustering-Guided Hyper-Connection Mamba for Hyperspectral Image Classification
2026
Cited
0
White-Box mHC: Electromagnetic Spectrum-Aware and Interpretable Stream Interactions for Hyperspectral Image Classification
2026
Cited
0
Clustering-Guided Spatial-Spectral Mamba for Hyperspectral Image Classification
2026
Cited
0
Sparse Data Tree Canopy Segmentation: Fine-Tuning Leading Pretrained Models on Only 150 Images
2026
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0
Trustworthy Data-Driven Wildfire Risk Prediction and Understanding in Western Canada
arXiv.org · 2026
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)