| 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 | 638 | 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 | 176 | 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 | 136 | 2017 |
| 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 | 113 | 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 | 81 | 2019 |
| 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 | 74 | 2018 |
| 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 | 74 | 2011 |
| 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 | 57 | 2017 |
| 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 | 54 | 2010 |
| 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 | 53 | 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 | 49 | 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 | 45 | 2016 |
| 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 | 44 | 2018 |
| 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 | 39 | 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 | 38 | 2012 |
| Hydrologic control on winter dissolved oxygen mediates arsenic cycling in a small subarctic lake MJ Palmer, J Chételat, HE Jamieson, M Richardson, M Amyot Limnology and Oceanography 66, S30-S46, 2021 | 36 | 2021 |
| 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 | 36 | 2009 |
| The role of wetland coverage within the near‐stream zone in predicting of seasonal stream export chemistry from forested headwater catchments NJ Casson, MC Eimers, SA Watmough, MC Richardson Hydrological Processes 33 (10), 1465-1475, 2019 | 33 | 2019 |
| 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 | 33 | 2017 |
| Mineralogical, geospatial, and statistical methods combined to estimate geochemical background of arsenic in soils for an area impacted by legacy mining pollution MJ Palmer, HE Jamieson, AB Radková, K Maitland, J Oliver, H Falck, ... Science of the Total Environment 776, 145926, 2021 | 30 | 2021 |