| An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping B Heung, HC Ho, J Zhang, A Knudby, CE Bulmer, MG Schmidt Geoderma 265, 62-77, 2016 | 517 | 2016 |
| Using an ensemble learning approach in digital soil mapping of soil pH for the Thompson-Okanagan region of British Columbia J Zhang, MG Schmidt, B Heung, CE Bulmer, A Knudby Canadian Journal of Soil Science 102 (03), 579-596, 2022 | 19 | 2022 |
| A framework for optimizing environmental covariates to support model interpretability in digital soil mapping B Kasraei, MG Schmidt, J Zhang, CE Bulmer, DS Filatow, T Pennell, ... Geoderma 445, 116873, 2024 | 12 | 2024 |
| Provincial-scale digital soil mapping using a random forest approach for British Columbia B Heung, CE Bulmer, MG Schmidt, J Zhang Canadian Journal of Soil Science 102 (03), 597-620, 2022 | 7 | 2022 |
| A framework for recalibrating pedotransfer functions using nonlinear least squares and estimating uncertianty using quantile regression A Arbor, M Schmidt, D Saurette, J Zhang, C Bulmer, D Filatow, B Kasraei, ... Geoderma 439, 116674, 2023 | 6 | 2023 |
| Integrating multi-year crop inventories as a proxy for soil management within a digital soil mapping framework for predicting nitrogen indices L Laurence, B Heung, J Zhang, T Pennell, J Nyiraneza, H Strom, K Stiles, ... Geoderma 448, 116944, 2024 | 4 | 2024 |
| Filling the gaps in soil data: A multi-model framework for addressing data gaps using pedotransfer functions and machine-learning with uncertainty estimates to estimate bulk … M Schmidt, J Zhang, C Bulmer, D Filatow, B Kasraei, S Smukler, B Heung Catena 245, 108310, 2024 | | 2024 |
| Spatial distribution of soil class and soil pH in the Thompson-Okanagan region, British Columbia J Zhang Simon Fraser University, 2019 | | 2019 |
| A Framework for Recalibrating Pedotransfer Functions Using Nonlinear Least Squares and Estimating Uncertainty Using Quantile Regression B Heung, MG Schmidt, D Saurette, J Zhang, CE Bulmer, DS Filatow, ... Available at SSRN 4352027, 0 | | |
Anders KnudbyUniversity of OttawaVerified email at uottawa.ca