Concepedia
Statistics
Publications
27
Citations
1.7K
H-Index
21
Active since
1992
Affiliations
Carleton University(Current)
Environment and Climate Change Canada
Defence Research and Development Canada
Natural Resources Canada
Canadian Forest Service
Koreen Millard is an author at Carleton University specializing in engineering, remote sensing, and geography.
Top concepts
EngineeringGeographyRemote SensingEarth ScienceSocial SciencesEnvironmental MonitoringForestryRadarLand UseLandscape Processes
Publications per year
1992–2024
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 Sensing · 2015 · 577 citations · Full text
Engineering, Forest Biometrics, Machine Learning +19
Wetland mapping with LiDAR derivatives, SAR polarimetric decompositions, and LiDAR–SAR fusion using a random forest classifier
Koreen Millard, Murray Richardson · Canadian Journal of Remote Sensing · 2013 · 136 citations
Environmental Monitoring, Engineering, Forest Biometrics +18
A Systematic Approach for Variable Selection With Random Forests: Achieving Stable Variable Importance Values
Amir Behnamian, Koreen Millard, Sarah Banks et al. · IEEE Geoscience and Remote Sensing Letters · 2017 · 129 citations · Full text
Ranking Algorithm, Engineering, Machine Learning +20
Remote Sensing of Boreal Wetlands 2: Methods for Evaluating Boreal Wetland Ecosystem State and Drivers of Change
L. Chasmer, Craig Mahoney, Koreen Millard et al. · Remote Sensing · 2020 · 75 citations · Full text
Landscape Processes, Hydrologic Remote Sensing, Wetland Size +15
Quantifying the relative contributions of vegetation and soil moisture conditions to polarimetric C-Band SAR response in a temperate peatland
Koreen Millard, Murray Richardson · Remote Sensing of Environment · 2017 · 72 citations
Biogeochemistry, Temperate Peatland, Permafrost +8
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