R. A. (Bob) MacMillan

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Tomislav HenglSenior Researcher, OpenGeoHub foundation / Envirometrix Ltd, WageningenVerified email at opengeohub.org
Gerard HeuvelinkSpecial Professor, Wageningen University and Senior Researcher, ISRIC World Soil InformationVerified email at wur.nl
Jorge S. Mendes de JesusISRIC - World Soil InformationVerified email at wur.nl
E RibeiroISRICVerified email at wur.nl
Niels H. BatjesSenior Soil Scientist and Coordinator World Data Centre for Soils (WDC-Soils)Verified email at wur.nl
Ichsani WheelerEnvirometrix BVVerified email at envirometrix.net
Milan KilibardaUniversity of Belgrade,Faculty of Civil Engineering, SerbiaVerified email at grf.bg.ac.rs
Andrew SilaWorld Agroforestry Centre (ICRAF); Data ScientistVerified email at cgiar.org
Alex McBratneyThe University of SydneyVerified email at sydney.edu.au
Alessandro Samuel-RosaFederal University of Technology - ParanáVerified email at utfpr.edu.br
Alfred E. HarteminkChair, professor of soil science. University of Wisconsin. Department of Soil Science, FD Hole SoilsVerified email at wisc.edu
Neil McKenzieCSIRO Land and WaterVerified email at csiro.au
Pauline van Gaanssenior scientist soil quality, Deltares, NetherlandsVerified email at deltares.nl
dominique arrouaysVerified email at orleans.inra.fr
Budiman MinasnyProfessor in Soil-Landscape Modelling, University of SydneyVerified email at sydney.edu.au
Hannes Isaak ReuterVerified email at gisxperts.de
Gan ZhangGuangzhou Institute of Geochemistry, CASVerified email at gig.ac.cn
Paul E GesslerProfessor of Remote Sensing, GeoEcology, and Environmental Science, University of IdahoVerified email at uidaho.edu
Roy Haines-YoungEmeritus Professor of Environmental Management, University of NottinghamVerified email at nottingham.ac.uk

R. A. (Bob) MacMillan

LandMapper Environmental Solutions Inc. (fully retired)

Verified email at google.com

soils landforms automated analysis of landforms predictive ecosystem mapping automated analysis of DEMs Open Geodata Predict


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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	1862	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	899	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	618	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	497	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	416	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	411	2000
Landforms and landform elements in geomorphometry RA MacMillan, PA Shary Developments in soil science 33, 227-254, 2009	264	2009
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	146	2003
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	145	2004
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	87	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	76	2011
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	71	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	65	2018
Predictive soil mapping with R T Hengl, RA MacMillan Lulu. com, 2019	57	2019
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	53	2010
Geomorphometry—a key to landscape mapping and modelling T Hengl, RA MacMillan Developments in Soil Science 33, 433-460, 2009	53	2009
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	48	2018
LandMapR© Software Toolkit-C++ Version: users manual RA MacMillan LandMapper Environmental Solutions Inc., Edmonton, AB 1 (10), 2003	37	2003
Multiscale contextual spatial modelling with the Gaussian scale space T Behrens, K Schmidt, RA MacMillan, RAV Rossel Geoderma 310, 128-137, 2018	36	2018
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	30	1999

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