Chuck Bulmer

An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping

Brandon Heung, Hung Chak Ho, Jin Zhang et al. · Geoderma · 2015 · 507 citations

Data Classification, Classification Method, Precision Agriculture +14

Predictive soil parent material mapping at a regional-scale: A Random Forest approach

Brandon Heung, Chuck Bulmer, Margaret Schmidt · Geoderma · 2013 · 275 citations

Soil Pedology, Engineering, Soil Modeling +11

Quantile regression as a generic approach for estimating uncertainty of digital soil maps produced from machine-learning

Babak Kasraei, Brandon Heung, Daniel D. Saurette et al. · Environmental Modelling & Software · 2021 · 94 citations

Precision Agriculture, Environmental Monitoring, Machine Learning +13

Large, climate-sensitive soil carbon stocks mapped with pedology-informed machine learning in the North Pacific coastal temperate rainforest

Gavin McNicol, Chuck Bulmer, David V. D’Amore et al. · Environmental Research Letters · 2018 · 69 citations · Full text

Modelling soil thickness in the critical zone for Southern British Columbia

Christopher Scarpone, Margaret Schmidt, Chuck Bulmer et al. · Geoderma · 2016 · 60 citations

Geotechnical Engineering, Soil Property, Soil Thickness +8