Sarah N. Banks

18 papers C 6Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Demonstrating How FPCA Can Leverage SAR Time-Series Information to Distinguish Wetlands and Uplands Based on Seasonal Backscatter Trends.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sarah N. Banks, Amir Behnamian, Kenneth C. K. Chu, Ryan Hamilton, Jason Duffe, Jon Pasher
2021 J jnl
InSAR Monitoring of Arctic Landfast Sea Ice Deformation Using L-Band ALOS-2, C-Band Radarsat-2 and Sentinel-1.
Remote. Sens.
Zhaohua Chen, Benoit Montpetit, Sarah N. Banks, Lori White, Amir Behnamian, Jason Duffe, Jon Pasher
2021 J jnl
Multi-Source EO for Dynamic Wetland Mapping and Monitoring in the Great Lakes Basin.
Remote. Sens.
Michael Battaglia, Sarah N. Banks, Amir Behnamian, Laura L. Bourgeau-Chavez, Brian Brisco, Jennifer Corcoran, Zhaohua Chen, Brian Huberty, James Klassen, Joseph F. Knight, Paul Morin, Kevin Murnaghan, Keith C. Pelletier, Lori White
2020 J jnl
Using Growing-Season Time Series Coherence for Improved Peatland Mapping: Comparing the Contributions of Sentinel-1 and RADARSAT-2 Coherence in Full and Partial Time Series.
Remote. Sens.
Koreen Millard, Patrick Kirby, Sacha D. Nandlall, Amir Behnamian, Sarah N. Banks, Fabrizio Pacini
2019 J jnl
Canadian Wetland Inventory using Google Earth Engine: The First Map and Preliminary Results.
Remote. Sens.
Meisam Amani, Sahel Mahdavi, Majid Afshar, Brian Brisco, Weimin Huang, Sayyed Mohammad Javad Mirzadeh, Lori White, Sarah N. Banks, Joshua Montgomery, Christopher Hopkinson
2019 J jnl
Comparison of Compact and Fully Polarimetric SAR for Multitemporal Wetland Monitoring.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mohammed Dabboor, Sarah N. Banks, Lori White, Brian Brisco, Amir Behnamian, Zhaohua Chen, Kevin Murnaghan
2019 C conf
Dimensionality Reduction in The Presence of Highly Correlated Variables for Random Forests: Wetland Case Study.
IGARSS
Amir Behnamian, Sarah N. Banks, Lori White, Koreen Millard, Darren Pouliot, Jon Pasher, Jason Duffe
2019 C conf
InSAR monitoring of marsh wetlands flow dynamics in Great Lakes.
IGARSS
Zhaohua Chen, Lori White, Sarah N. Banks, Amir Behnamian, Benoit Montpetit, Jon Pasher, Jason Duffe
2019 J jnl
Wetland Classification with Multi-Angle/Temporal SAR Using Random Forests.
Remote. Sens.
Sarah N. Banks, Lori White, Amir Behnamian, Zhaohua Chen, Benoit Montpetit, Brian Brisco, Jon Pasher, Jason Duffe
2017 J jnl
A Systematic Approach for Variable Selection With Random Forests: Achieving Stable Variable Importance Values.
IEEE Geosci. Remote. Sens. Lett.
Amir Behnamian, Koreen Millard, Sarah N. Banks, Lori White, Murray Richardson, Jon Pasher
2017 J jnl
Contributions of Actual and Simulated Satellite SAR Data for Substrate Type Differentiation and Shoreline Mapping in the Canadian Arctic.
Remote. Sens.
Sarah N. Banks, Koreen Millard, Amir Behnamian, Lori White, Tobias Ullmann, François Charbonneau, Zhaohua Chen, Huili Wang, Jon Pasher, Jason Duffe
2017 J jnl
Moving to the RADARSAT Constellation Mission: Comparing Synthesized Compact Polarimetry and Dual Polarimetry Data with Fully Polarimetric RADARSAT-2 Data for Image Classification of Peatlands.
Remote. Sens.
Lori White, Koreen Millard, Sarah N. Banks, Murray Richardson, Jon Pasher, Jason Duffe
2017 C conf
Multitemporal monitoring of wetlands using simulated radarsat constellation mission compact polarimetric SAR data.
IGARSS
Mohammed Dabboor, Brian Brisco, Sarah N. Banks, Kevin Murnaghan, Lori White
2017 J jnl
Semi-Automated Surface Water Detection with Synthetic Aperture Radar Data: A Wetland Case Study.
Remote. Sens.
Amir Behnamian, Sarah N. Banks, Lori White, Brian Brisco, Koreen Millard, Jon Pasher, Zhaohua Chen, Jason Duffe, Laura L. Bourgeau-Chavez, Michael Battaglia
2015 J jnl
Assessing the Potential to Operationalize Shoreline Sensitivity Mapping: Classifying Multiple Wide Fine Quadrature Polarized RADARSAT-2 and Landsat 5 Scenes with a Single Random Forest Model.
Remote. Sens.
Sarah N. Banks, Koreen Millard, Jon Pasher, Murray Richardson, Huili Wang, Jason Duffe
2014 C conf
Canadian arctic shoreline mapping using RADARSAT-2 and optical data through object-based classification.
IGARSS
Anne-Marie Demers, Sarah N. Banks, Jon Pasher, Jason Duffe
2014 C conf
Impact of beam mode, multi-temporal, and multi-angle combinations of RADARSAT-2 data on class separability for three coastal sites throughout Arctic Canada.
IGARSS
Sarah N. Banks, Mélanie Carrière, Anne-Marie Demers, Jason Duffe
2012 C conf
Multi-frequency analysis of high resolution quad-pol Radarsat-2 and dual-pol TerraSAR-X data for land cover classification in Arctic Coastal Ecosystems, Mackenzie Delta, beaufort sea.
IGARSS
Sarah N. Banks, Tobias Ullmann, Jason Duffe, Achim Roth, Douglas J. King, Anne-Marie Demers, Anna E. Hogg, Andreas Schmitt, Roland Baumhauer, Stefan W. Dech