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. - Sarah N. Banks; Koreen Millard; Jon Pasher; Murray Richardson; Huili Wang; Jason Duffe (Remote. Sens., 2015)

On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping. - Koreen Millard; Murray Richardson (Remote. Sens., 2015)

A Systematic Approach for Variable Selection With Random Forests: Achieving Stable Variable Importance Values. - Amir Behnamian; Koreen Millard; Sarah N. Banks; Lori White; Murray Richardson; Jon Pasher (IEEE Geosci. Remote. Sens. Lett., 2017)

Contributions of Actual and Simulated Satellite SAR Data for Substrate Type Differentiation and Shoreline Mapping in the Canadian Arctic. - Sarah N. Banks; Koreen Millard; Amir Behnamian; Lori White; Tobias Ullmann; François Charbonneau; Zhaohua Chen 002; Huili Wang; Jon Pasher; Jason Duffe (Remote. Sens., 2017)

Semi-Automated Surface Water Detection with Synthetic Aperture Radar Data: A Wetland Case Study. - Amir Behnamian; Sarah N. Banks; Lori White; Brian Brisco; Koreen Millard; Jon Pasher; Zhaohua Chen 002; Jason Duffe; Laura L. Bourgeau-Chavez; Michael Battaglia (Remote. Sens., 2017)

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. - Lori White; Koreen Millard; Sarah N. Banks; Murray Richardson; Jon Pasher; Jason Duffe (Remote. Sens., 2017)

Soil Moisture Monitoring in a Temperate Peatland Using Multi-Sensor Remote Sensing and Linear Mixed Effects. - Koreen Millard; Dan K. Thompson; Marc-André Parisien; Murray Richardson (Remote. Sens., 2018)

Dimensionality Reduction in The Presence of Highly Correlated Variables for Random Forests: Wetland Case Study. - Amir Behnamian; Sarah N. Banks; Lori White; Koreen Millard; Darren Pouliot; Jon Pasher; Jason Duffe (IGARSS, 2019)

Quantifying the Relative Importance of Variables and Groups of Variables in Remote Sensing Classifiers Using Shapley Values and Game Theory. - Sacha D. Nandlall; Koreen Millard (IEEE Geosci. Remote. Sens. Lett., 2020)

Remote Sensing of Boreal Wetlands 1: Data Use for Policy and Management. - Laura E. Chasmer; Danielle Cobbaert; Craig Mahoney; Koreen Millard; Daniel Peters; Kevin Devito; Brian Brisco; Chris Hopkinson; Michael Allan Merchant; Joshua Montgomery; Kailyn Nelson; K. Olaf Niemann (Remote. Sens., 2020)

Remote Sensing of Boreal Wetlands 2: Methods for Evaluating Boreal Wetland Ecosystem State and Drivers of Change. - Laura E. Chasmer; Craig Mahoney; Koreen Millard; Kailyn Nelson; Daniel Peters; Michael Allan Merchant; Chris Hopkinson; Brian Brisco; K. Olaf Niemann; Joshua Montgomery; Kevin Devito; Danielle Cobbaert (Remote. Sens., 2020)

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. - Koreen Millard; Patrick Kirby; Sacha D. Nandlall; Amir Behnamian; Sarah N. Banks; Fabrizio Pacini (Remote. Sens., 2020)

Transfer Learning with Pretrained Remote Sensing Transformers. - Anthony Fuller; Koreen Millard; James R. Green (CoRR, 2022)

SatViT: Pretraining Transformers for Earth Observation. - Anthony Fuller; Koreen Millard; James R. Green (IEEE Geosci. Remote. Sens. Lett., 2022)

CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders. - Anthony Fuller; Koreen Millard; James R. Green (NeurIPS, 2023)

Soil Moisture Active/Passive Validation Experiment Within the Canadian Boreal Forest in 2022 (SMAPVEX22-Boreal). - Aaron A. Berg; Kayla Wicks; Jaison Thomas Ambadan; Alexandre Roy; Ramata Magagi; Warren Helgason; Andreas Colliander; Zohreh Alijani; Yasaman Amini; Michael H. Cosh; Jay Creen; Azza Gorrab; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)