| On the importance of training data sample selection in random forest image classification: A case study in peatland ecosystem mapping K Millard, M Richardson Remote sensing 7 (7), 8489-8515, 2015 | 351 | 2015 |
| Wetland mapping with LiDAR derivatives, SAR polarimetric decompositions, and LiDAR–SAR fusion using a random forest classifier K Millard, M Richardson Canadian Journal of Remote Sensing 39 (4), 290-307, 2013 | 122 | 2013 |
| A systematic approach for variable selection with random forests: achieving stable variable importance values A Behnamian, K Millard, SN Banks, L White, M Richardson, J Pasher IEEE Geoscience and Remote Sensing Letters 14 (11), 1988-1992, 2017 | 63 | 2017 |
| Water storage dynamics and runoff response of a boreal Shield headwater catchment CJ Oswald, MC Richardson, BA Branfireun Hydrological Processes 25 (19), 3042-3060, 2011 | 60 | 2011 |
| Analysis of airborne LiDAR surveys to quantify the characteristic morphologies of northern forested wetlands MC Richardson, CPJ Mitchell, BA Branfireun, RK Kolka Journal of Geophysical Research: Biogeosciences 115 (G3), 2010 | 49 | 2010 |
| The impacts of environmental variables on water reflectance measured using a lightweight unmanned aerial vehicle (UAV)-based spectrometer system C Zeng, M Richardson, DJ King ISPRS Journal of Photogrammetry and Remote Sensing 130, 217-230, 2017 | 48 | 2017 |
| Seasonal variation of arsenic and antimony in surface waters of small subarctic lakes impacted by legacy mining pollution near Yellowknife, NT, Canada MJ Palmer, J Chételat, M Richardson, HE Jamieson, JM Galloway Science of the Total Environment 684, 326-339, 2019 | 42 | 2019 |
| Moving to the RADARSAT constellation mission: Comparing synthesized compact polarimetry and dual polarimetry data with fully polarimetric RADARSAT-2 data for image … L White, K Millard, S Banks, M Richardson, J Pasher, J Duffe Remote Sensing 9 (6), 573, 2017 | 42 | 2017 |
| The role of terrestrial vegetation in atmospheric Hg deposition: Pools and fluxes of spike and ambient Hg from the METAALICUS experiment JA Graydon, VL St. Louis, SE Lindberg, KA Sandilands, JWM Rudd, ... Global Biogeochemical Cycles 26 (1), 2012 | 38 | 2012 |
| Fusion of multispectral imagery and spectrometer data in UAV remote sensing C Zeng, DJ King, M Richardson, B Shan Remote Sensing 9 (7), 696, 2017 | 37 | 2017 |
| Hydrogeomorphic edge detection and delineation of landscape functional units from lidar digital elevation models MC Richardson, MJ Fortin, BA Branfireun Water Resources Research 45 (10), 2009 | 34 | 2009 |
| Quantifying the relative contributions of vegetation and soil moisture conditions to polarimetric C-Band SAR response in a temperate peatland K Millard, M Richardson Remote sensing of environment 206, 123-138, 2018 | 33 | 2018 |
| The influences of catchment geomorphology and scale on runoff generation in a northern peatland complex M Richardson, S Ketcheson, P Whittington, J Price Hydrological Processes 26 (12), 1805-1817, 2012 | 26 | 2012 |
| Empirical assessment of effects of urbanization on event flow hydrology in watersheds of Canada’s Great Lakes-St Lawrence basin MP Trudeau, M Richardson Journal of Hydrology 541, 1456-1474, 2016 | 24 | 2016 |
| Ratio of methylmercury to dissolved organic carbon in water explains methylmercury bioaccumulation across a latitudinal gradient from north-temperate to arctic lakes J Chételat, MC Richardson, GA MacMillan, M Amyot, AJ Poulain Environmental science & technology 52 (1), 79-88, 2018 | 19 | 2018 |
| Random forests as cumulative effects models: A case study of lakes and rivers in Muskoka, Canada FC Jones, R Plewes, L Murison, MJ MacDougall, S Sinclair, C Davies, ... Journal of environmental management 201, 407-424, 2017 | 19 | 2017 |
| Assessing the potential to operationalize shoreline sensitivity mapping: Classifying multiple Wide Fine Quadrature Polarized RADARSAT-2 and Landsat 5 scenes with a single … S Banks, K Millard, J Pasher, M Richardson, H Wang, J Duffe Remote Sensing 7 (10), 13528-13563, 2015 | 19 | 2015 |
| Change in event-scale hydrologic response in two urbanizing watersheds of the Great Lakes St Lawrence Basin 1969–2010 MP Trudeau, M Richardson Journal of Hydrology 527, 1174-1188, 2015 | 18 | 2015 |
| Towards simulating biogeochemical hot spots in the landscape: A geographic object-based approach MC Richardson, BA Branfireun, VB Robinson, PA Graniero Journal of hydrology 342 (1-2), 97-109, 2007 | 14 | 2007 |
| Environmental drivers of rare earth element bioaccumulation in freshwater zooplankton GA MacMillan, MG Clayden, J Chételat, MC Richardson, DE Ponton, ... Environmental science & technology 53 (3), 1650-1660, 2018 | 13 | 2018 |
