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On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping

Remote sensing (Basel, Switzerland), 2015-07, Vol.7 (7), p.8489-8515

2015

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Ratio of Methylmercury to Dissolved Organic Carbon in Water Explains Methylmercury Bioaccumulation Across a Latitudinal Gradient from North-Temperate to Arctic Lakes

Environmental science & technology, 2018-01, Vol.52 (1), p.79-88

2018

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The role of wetland coverage within the near‐stream zone in predicting of seasonal stream export chemistry from forested headwater catchments

Hydrological processes, 2019-05, Vol.33 (10), p.1465-1475

2019

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Environmental Drivers of Rare Earth Element Bioaccumulation in Freshwater Zooplankton

Environmental science & technology, 2019-02, Vol.53 (3), p.1650-1660

2019

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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

Remote sensing (Basel, Switzerland), 2017-06, Vol.9 (6), p.573

2017

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Fusion of Multispectral Imagery and Spectrometer Data in UAV Remote Sensing

Remote sensing (Basel, Switzerland), 2017-07, Vol.9 (7), p.696

2017

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Diet influences on growth and mercury concentrations of two salmonid species from lakes in the eastern Canadian Arctic

Environmental pollution (1987), 2021-01, Vol.268 (Pt B), p.115820, Article 115820

2021

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Diet and landscape characteristics drive spatial patterns of mercury accumulation in a high-latitude terrestrial carnivore

PloS one, 2023-05, Vol.18 (5), p.e0285826-e0285826

2023

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Water storage dynamics and runoff response of a boreal Shield headwater catchment

Hydrological processes, 2011-09, Vol.25 (19), p.3042-3060

2011

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Quantifying the relative contributions of vegetation and soil moisture conditions to polarimetric C-Band SAR response in a temperate peatland

Remote sensing of environment, 2018-03, Vol.206, p.123-138

2018

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Soil Moisture Monitoring in a Temperate Peatland Using Multi-Sensor Remote Sensing and Linear Mixed Effects

Remote sensing (Basel, Switzerland), 2018-06, Vol.10 (6), p.903

2018

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An improved method for semi-automated identification of submarine canyons and sea channels using digital bathymetric analysis

Marine geology, 2024-08, Vol.474, p.107339, Article 107339

2024

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Contributions of streamflow variability, concentration-discharge shifts and forested wetlands to terrestrial-aquatic solute export in Precambrian Shield headwater catchments

Ecohydrology, 2012-09, Vol.5 (5), p.596-612

Richardson, Murray C.

2012

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The influences of catchment geomorphology and scale on runoff generation in a northern peatland complex

Hydrological processes, 2012-06, Vol.26 (12), p.1805-1817

2012

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Wetland mapping with LiDAR derivatives, SAR polarimetric decompositions, and LiDAR-SAR fusion using a random forest classifier

Canadian journal of remote sensing, 2013-08, Vol.39 (4), p.290-307

2013

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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

Remote sensing (Basel, Switzerland), 2015-10, Vol.7 (10), p.13528-13563

2015

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The impacts of environmental variables on water reflectance measured using a lightweight unmanned aerial vehicle (UAV)-based spectrometer system

ISPRS journal of photogrammetry and remote sensing, 2017-08, Vol.130, p.217-230

2017

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Delineation of peatland lagg boundaries from airborne LiDAR

Journal of geophysical research. Biogeosciences, 2017-09, Vol.122 (9), p.2191-2205

2017

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Analysis of airborne LiDAR surveys to quantify the characteristic morphologies of northern forested wetlands

Journal of Geophysical Research: Biogeosciences, 2010-09, Vol.115 (G3), p.n/a

2010

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Hydrogeomorphic edge detection and delineation of landscape functional units from lidar digital elevation models

Water resources research, 2009-10, Vol.45 (10), p.n/a

2009

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Vegetation Structure and Composition in Small Forested Wetlands and Their Associations With Water Table Dynamics

Wetlands (Wilmington, N.C.), 2023-10, Vol.43 (7), p.82, Article 82

2023

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Empirical assessment of effects of urbanization on event flow hydrology in watersheds of Canada’s Great Lakes-St Lawrence basin

Journal of hydrology (Amsterdam), 2016-10, Vol.541, p.1456-1474

2016

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A Systematic Approach for Variable Selection With Random Forests: Achieving Stable Variable Importance Values

IEEE geoscience and remote sensing letters, 2017-11, Vol.14 (11), p.1988-1992

2017

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Hydrologic control on winter dissolved oxygen mediates arsenic cycling in a small subarctic lake

Limnology and oceanography, 2021-01, Vol.66 (S1), p.S30-S46

2021

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Detection of wet snow in the Arctic tundra from time-series fully-polarimetric RADARSAT-2 images

Remote sensing of environment, 2022-12, Vol.283, p.113305, Article 113305

2022

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On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping

Ratio of Methylmercury to Dissolved Organic Carbon in Water Explains Methylmercury Bioaccumulation Across a Latitudinal Gradient from North-Temperate to Arctic Lakes

The role of wetland coverage within the near‐stream zone in predicting of seasonal stream export chemistry from forested headwater catchments

Environmental Drivers of Rare Earth Element Bioaccumulation in Freshwater Zooplankton

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

Fusion of Multispectral Imagery and Spectrometer Data in UAV Remote Sensing

Diet influences on growth and mercury concentrations of two salmonid species from lakes in the eastern Canadian Arctic

Diet and landscape characteristics drive spatial patterns of mercury accumulation in a high-latitude terrestrial carnivore

Water storage dynamics and runoff response of a boreal Shield headwater catchment

Quantifying the relative contributions of vegetation and soil moisture conditions to polarimetric C-Band SAR response in a temperate peatland

Soil Moisture Monitoring in a Temperate Peatland Using Multi-Sensor Remote Sensing and Linear Mixed Effects

An improved method for semi-automated identification of submarine canyons and sea channels using digital bathymetric analysis

Contributions of streamflow variability, concentration-discharge shifts and forested wetlands to terrestrial-aquatic solute export in Precambrian Shield headwater catchments

The influences of catchment geomorphology and scale on runoff generation in a northern peatland complex

Wetland mapping with LiDAR derivatives, SAR polarimetric decompositions, and LiDAR-SAR fusion using a random forest classifier

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

The impacts of environmental variables on water reflectance measured using a lightweight unmanned aerial vehicle (UAV)-based spectrometer system

Delineation of peatland lagg boundaries from airborne LiDAR

Analysis of airborne LiDAR surveys to quantify the characteristic morphologies of northern forested wetlands

Hydrogeomorphic edge detection and delineation of landscape functional units from lidar digital elevation models

Vegetation Structure and Composition in Small Forested Wetlands and Their Associations With Water Table Dynamics

Empirical assessment of effects of urbanization on event flow hydrology in watersheds of Canada’s Great Lakes-St Lawrence basin

A Systematic Approach for Variable Selection With Random Forests: Achieving Stable Variable Importance Values

Hydrologic control on winter dissolved oxygen mediates arsenic cycling in a small subarctic lake

Detection of wet snow in the Arctic tundra from time-series fully-polarimetric RADARSAT-2 images

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