R. A. (Bob) MacMillan
R. A. (Bob) MacMillan
LandMapper Environmental Solutions Inc. (retired)
Verified email at google.com
Title
Cited by
Cited by
Year
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
14632017
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
8032014
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
5162015
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
4791992
High-resolution landform classification using fuzzy k-means
PA Burrough, PFM van Gaans, RA MacMillan
Fuzzy sets and systems 113 (1), 37-52, 2000
3932000
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
3922000
Landforms and landform elements in geomorphometry
RA MacMillan, PA Shary
Developments in soil science 33, 227-254, 2009
2452009
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
1402004
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
1372003
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
872007
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
692011
The GlobalSoilMap project specifications
D Arrouays, AB McBratney, B Minasny, JW Hempel, GBM Heuvelink, ...
GlobalSoilMap: basis of the global spatial soil information system. CRC …, 2014
612014
Geomorphometry—a key to landscape mapping and modelling
T Hengl, RA MacMillan
Developments in Soil Science 33, 433-460, 2009
492009
Multi-scale digital soil mapping with deep learning
T Behrens, K Schmidt, RA MacMillan, RAV Rossel
Scientific reports 8 (1), 1-9, 2018
482018
GlobalSoilMap.net – A New Digital Soil Map of the World
AE Hartemink, J Hempel, P Lagacherie, A McBratney, N McKenzie, ...
Digital soil mapping, 423-428, 2010
482010
LandMapR© Software Toolkit-C++ Version: users manual
RA MacMillan
LandMapper Environmental Solutions Inc., Edmonton, AB 1 (10), 2003
372003
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
342018
Predictive soil mapping with R
T Hengl, RA MacMillan
Lulu. com, 2019
322019
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
281999
The future of geomorphometry
P Gessler, R Pike, RA MacMillan, T Hengl, HI Reuter
Developments in Soil Science 33, 637-652, 2009
272009
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Articles 1–20