A Systematic Approach for Variable Selection With Random Forests: Achieving Stable Variable Importance Values
Behnamian, Amir, Millard, Koreen, Banks, Sarah N., White, Lori, Richardson, Murray, Pasher, Jon
Published in IEEE geoscience and remote sensing letters (01.11.2017)
Published in IEEE geoscience and remote sensing letters (01.11.2017)
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Journal Article
Characterizing Scattering Behaviour and Assessing Potential for Classification of Arctic Shore and Near-Shore Land Covers with Fine Quad-Pol RADARSAT-2 Data
Banks, Sarah N., King, Douglas J., Merzouki, Amine, Duffe, Jason
Published in Canadian journal of remote sensing (04.07.2014)
Published in Canadian journal of remote sensing (04.07.2014)
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Journal Article
A Comparative Analysis of Object-Based and Pixel-Based Classification of RADARSAT-2 C-Band and Optical Satellite Data for Mapping Shoreline Types in the Canadian Arctic
Demers, Anne-Marie, Banks, Sarah N., Pasher, Jon, Duffe, Jason, Laforest, Sonia
Published in Canadian journal of remote sensing (02.01.2015)
Published in Canadian journal of remote sensing (02.01.2015)
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Journal Article
Canadian arctic shoreline mapping using RADARSAT-2 and optical data through object-based classification
Demers, Anne-Marie, Banks, Sarah N., Pasher, Jon, Duffe, Jason
Published in 2014 IEEE Geoscience and Remote Sensing Symposium (01.07.2014)
Published in 2014 IEEE Geoscience and Remote Sensing Symposium (01.07.2014)
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Conference Proceeding
Impact of beam mode, multi-temporal, and multi-angle combinations of RADARSAT-2 data on class separability for three coastal sites throughout Arctic Canada
Banks, Sarah N., Carriere, Melanie, Demers, Anne-Marie, Duffe, Jason
Published in 2014 IEEE Geoscience and Remote Sensing Symposium (01.07.2014)
Published in 2014 IEEE Geoscience and Remote Sensing Symposium (01.07.2014)
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Conference Proceeding
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
Banks, Sarah N., Ullmann, Tobias, Duffe, Jason, Roth, Achim, King, Douglas J., Demers, Anne M., Hogg, Anna, Schmitt, Andreas, Baumhauer, Roland, Dech, Stefan
Published in 2012 IEEE International Geoscience and Remote Sensing Symposium (01.07.2012)
Published in 2012 IEEE International Geoscience and Remote Sensing Symposium (01.07.2012)
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Conference Proceeding