Amir Behnamian

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

Wetland Classification with Multi-Angle/Temporal SAR Using Random Forests

Sarah Banks, Lori White, Amir Behnamian et al. · Remote Sensing · 2019 · 54 citations · Full text

Earth Observation, Environmental Monitoring, Engineering +21

Semi-Automated Surface Water Detection with Synthetic Aperture Radar Data: A Wetland Case Study

Amir Behnamian, Sarah Banks, Lori White et al. · Remote Sensing · 2017 · 51 citations · Full text

Environmental Monitoring, Engineering, Variance Texture Measure +19

Characterizing marsh wetlands in the Great Lakes Basin with C-band InSAR observations

Zhaohua Chen, Lori White, Sarah Banks et al. · Remote Sensing of Environment · 2020 · 41 citations · Full text

Earth Observation, Environmental Monitoring, Engineering +27

Multi-Source EO for Dynamic Wetland Mapping and Monitoring in the Great Lakes Basin

Michael Battaglia, Sarah Banks, Amir Behnamian et al. · Remote Sensing · 2021 · 33 citations · Full text

Dynamic Wetland Mapping, Environmental Monitoring, Engineering +18