R. A. (Bob) MacMillan
R. A. (Bob) MacMillan
LandMapper Environmental Solutions Inc. (fully retired)
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SoilGrids250m: Global gridded soil information based on machine learning
T Hengl, J Mendes de Jesus, GBM Heuvelink, M Ruiperez Gonzalez, ...
PLoS one 12 (2), e0169748, 2017
SoilGrids1km—global soil information based on automated mapping
T Hengl, JM de Jesus, RA MacMillan, NH Batjes, GBM Heuvelink, ...
PloS one 9 (8), e105992, 2014
Mapping soil properties of Africa at 250 m resolution: Random forests significantly improve current predictions
T Hengl, GBM Heuvelink, B Kempen, JGB Leenaars, MG Walsh, ...
PloS one 10 (6), e0125814, 2015
Fuzzy classification methods for determining land suitability from soil profile observations and topography
PA Burrough, RA MacMillan, W Van Deursen
Journal of soil Science 43 (2), 193-210, 1992
A generic procedure for automatically segmenting landforms into landform elements using DEMs, heuristic rules and fuzzy logic
RA MacMillan, WW Pettapiece, SC Nolan, TW Goddard
Fuzzy sets and Systems 113 (1), 81-109, 2000
High-resolution landform classification using fuzzy k-means
PA Burrough, PFM van Gaans, RA MacMillan
Fuzzy sets and systems 113 (1), 37-52, 2000
Landforms and landform elements in geomorphometry
RA MacMillan, PA Shary
Developments in soil science 33, 227-254, 2009
Defining a hierarchy of spatial entities for environmental analysis and modeling using digital elevation models (DEMs)
RA MacMillan, RK Jones, DH McNabb
Computers, Environment and Urban Systems 28 (3), 175-200, 2004
Automated analysis and classification of landforms using high-resolution digital elevation data: applications and issues
RA MacMillan, TC Martin, TJ Earle, DH McNabb
Canadian Journal of Remote Sensing 29 (5), 592-606, 2003
Automated predictive ecological mapping in a forest region of BC, Canada, 2001–2005
RA MacMillan, DE Moon, RA Coupé
Geoderma 140 (4), 353-373, 2007
Lidar DEM error analyses and topographic depression identification in a hummocky landscape in the prairie region of Canada
S Li, RA MacMillan, DA Lobb, BG McConkey, A Moulin, WR Fraser
Geomorphology 129 (3-4), 263-275, 2011
The GlobalSoilMap project specifications
D Arrouays, AB McBratney, B Minasny, JW Hempel, GBM Heuvelink, ...
GlobalSoilMap 494, 9-12, 2014
Multi-scale digital soil mapping with deep learning
T Behrens, K Schmidt, RA MacMillan, RA Viscarra Rossel
Scientific reports 8 (1), 1-9, 2018
Predictive soil mapping with R
T Hengl, RA MacMillan
Lulu. com, 2019
Geomorphometry—a key to landscape mapping and modelling
T Hengl, RA MacMillan
Developments in Soil Science 33, 433-460, 2009
562009 – A New Digital Soil Map of the World
AE Hartemink, J Hempel, P Lagacherie, A McBratney, N McKenzie, ...
Digital soil mapping, 423-428, 2010
Spatial modelling with Euclidean distance fields and machine learning
T Behrens, K Schmidt, RA Viscarra Rossel, P Gries, T Scholten, ...
European journal of soil science 69 (5), 757-770, 2018
Multiscale contextual spatial modelling with the Gaussian scale space
T Behrens, K Schmidt, RA MacMillan, RAV Rossel
Geoderma 310, 128-137, 2018
LandMapR© Software Toolkit-C++ Version: users manual
RA MacMillan
LandMapper Environmental Solutions Inc., Edmonton, AB 1 (10), 2003
A landform segmentation model for precision farming
RA MacMillan, WW Pettapiece, LD Watson, TW Goddard
Proceedings of the Fourth International Conference on Precision Agriculture …, 1999
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