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 remote sensing, earth sciences, and natural sciences.
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 · 596 citations · Full text
Natural Sciences, Earth Sciences, Geoinformatics +16
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 · 137 citations
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 · 134 citations · Full text
Computing, Decision Sciences, Decision Analysis +12
A map of global peatland extent created using machine learning (Peat-ML)
Joe R. Melton, Ed Chan, Koreen Millard et al. · Geoscientific model development · 2022 · 79 citations · Full text
Natural Sciences, Earth Sciences, Soil Sciences +15
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 · 78 citations · Full text
Natural Resources, Earth Sciences, Ecohydrology +16
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