ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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Volume XI-M-1-2026, 2026 | 47th Canadian Symposium on Remote Sensing (CSRS)

4–11 July 2026, Toronto, Canada
Editor(s): Songnian Li and Shabnam Jabari
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Volumes

Volume XI-M-1-2026, 2026 | 47th Canadian Symposium on Remote Sensing (CSRS)

4–11 July 2026, Toronto, Canada
Editor(s): Songnian Li and Shabnam Jabari
Author index | Keyword index
02 Jul 2026
Spatiotemporal Flood Susceptibility Mapping using a Hybrid CNN-ConvLSTM Architectur
Karen E. Dunbar, Heather McGrath, and Usman T. Khan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 1–9, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-1-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-1-2026, 2026
02 Jul 2026
Automatic Segmentation of SAR imagery Using Mixture Models
Zahra Jafari, Pradeep Bobby, Rocky Taylor, and Ebrahim Karami
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 11–20, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-11-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-11-2026, 2026
02 Jul 2026
Multi-Event Machine Learning for Annual Flood Susceptibility Prediction across Canada
Heather McGrath
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 21–29, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-21-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-21-2026, 2026
02 Jul 2026
A Comprehensive Evaluation of the Spatial Accuracy of Building Gaussian Splatting
Samuel McNally, Shabnam Jabari, Heather McGrath, and Mark Masry
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 31–38, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-31-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-31-2026, 2026
02 Jul 2026
Comparative Analysis of 5-band and 10-band Multispectral Drone Imagery for Salt Marsh Vegetation Mapping
Gregory S. Norris, Brigitte Leblon, Armand LaRocque, Myriam A. Barbeau, and Alan R. Hanson
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 39–45, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-39-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-39-2026, 2026
02 Jul 2026
Geomorphometric analysis of urban fluvial terraces using UAV LiDAR: A case study from the La Silla River, Mexico
Mariana Pérez-Martínez, Fabiola D. Yépez-Rincón, Luis E. Arista Cázares, Yadira Z. Antonio-Durán, Kevin D. Rodríguez González, Héctor de León Gómez, Adrián L. Ferriño-Fierro, and Víctor H. Guerra-Cobián
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 47–53, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-47-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-47-2026, 2026
02 Jul 2026
A Gaussian Process Regression-Based Geospatial Framework for Emergency Shelter Suitability Assessment
V. S. Sanmitha, M. Nijanthanathan, and K. Vani
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 55–60, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-55-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-55-2026, 2026
02 Jul 2026
Forecasting Ice Thickness on the Churchill River and Lake Melville, Labrador Using Machine Learning, 2023-2025
Ian D. Turnbull, Michael Lynch, Maria Yulmetova, and Pradeep Bobby
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 61–69, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-61-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-61-2026, 2026
02 Jul 2026
Automatic DEM-infused 2D to 3D LoD1 Urban Morphology Python Framework
Omar Yasser, Mohsen Kalantari, and Izni Zahidi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 71–77, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-71-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-71-2026, 2026
02 Jul 2026
From Concept to Application: Machine Learning for Near-Real-Time River Ice Breakup Prediction Using SAR and Meteorological Data
Maria Yulmetova, Pradeep Bobby, Michael Lynch, and Ian Turnbull
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 79–86, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-79-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-79-2026, 2026
02 Jul 2026
Ocean Target Discrimination in SAR Imagery through Machine Learning: Towards a Fully Automated Approach
Maria Yulmetova, Murilo Silva, Pradeep Bobby, and Kelley Dodge
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-M-1-2026, 87–94, https://doi.org/10.5194/isprs-annals-XI-M-1-2026-87-2026,https://doi.org/10.5194/isprs-annals-XI-M-1-2026-87-2026, 2026
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