Tomislav Hengl

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Gerard HeuvelinkSpecial Professor, Wageningen University and Senior Researcher, ISRIC World Soil InformationVerified email at wur.nl
Johan G.B. LeenaarsSoil researcherVerified email at wur.nl
Jorge de JesusGeoCat B.VVerified email at wur.nl
R. A. (Bob) MacMillanLandMapper Environmental Solutions Inc. (retired)Verified email at google.com
Hannes Isaak ReuterVerified email at gisxperts.de
Niels H. BatjesSenior Soil Scientist and Coordinator World Data Centre for Soils (WDC-Soils)Verified email at wur.nl
E RibeiroISRICVerified email at wur.nl
Milan KilibardaUniversity of Belgrade,Faculty of Civil Engineering, SerbiaVerified email at grf.bg.ac.rs
Ichsani WheelerEnvirometrix BVVerified email at envirometrix.net
Keith ShepherdPrincipal Soil Scientist, World Agroforestry Centre (ICRAF), CGIARVerified email at cgiar.org
Jonathan SandermanWoodwell Climate Research CenterVerified email at woodwellclimate.org
Stjepan HusnjakSveučilišni profesor na području Pedologije, Sveučilište u Zagrebu Agronomski fakultetVerified email at agr.hr
D G RossiterAdjunct Associate Professor, Dept. of Crop & Soil Sciences, Cornell UniversityVerified email at cornell.edu
Mario GuevaraUniversity of California, RiversideVerified email at ucr.edu
Edzer PebesmaProfessor of geoinformatics, University of MuensterVerified email at uni-muenster.de
Marvin N. WrightLeibniz Institute for Prevention Research and Epidemiology – BIPSVerified email at leibniz-bips.de
Alfred SteinProfessor in Spatial Statistics and Image Analysis University of TwenteVerified email at utwente.nl
Wei ShangguanSun Yat-sen UniversityVerified email at mail.sysu.edu.cn
Melita Percec TadicMeteorological and Hydrological Service, CroatiaVerified email at cirus.dhz.hr
Ian S. EvansEmeritus Reader, Durham University, England, UKVerified email at durham.ac.uk

Tomislav Hengl

Senior Researcher, OpenGeoHub foundation / Envirometrix Ltd, Wageningen

Verified email at opengeohub.org - Homepage

spatial data analysis soil mapping remote sensing machine learning automated mapping


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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	1228	2017
A generic framework for spatial prediction of soil variables based on regression-kriging T Hengl, GBM Heuvelink, A Stein Geoderma 120 (1-2), 75-93, 2004	1106	2004
A practical guide to geostatistical mapping T Hengl Hengl 52, 15, 2009	856	2009
A practical guide to geostatistical mapping T Hengl Hengl 52, 15, 2009	848	2009
About regression-kriging: From equations to case studies T Hengl, GBM Heuvelink, DG Rossiter Computers & geosciences 33 (10), 1301-1315, 2007	797	2007
Finding the right pixel size T Hengl Computers & geosciences 32 (9), 1283-1298, 2006	783	2006
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	746	2014
Geomorphometry: concepts, software, applications T Hengl, HI Reuter Newnes, 2008	571	2008
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	470	2015
Geomorphometry: a brief guide RJ Pike, IS Evans, T Hengl Developments in Soil Science 33, 3-30, 2009	349	2009
Heavy metals in European soils: a geostatistical analysis of the FOREGS Geochemical database LR Lado, T Hengl, HI Reuter Geoderma 148 (2), 189-199, 2008	331	2008
Soil carbon debt of 12,000 years of human land use J Sanderman, T Hengl, GJ Fiske Proceedings of the National Academy of Sciences 114 (36), 9575-9580, 2017	326	2017
Islands as model systems in ecology and evolution: Prospects fifty years after MacArthur‐Wilson BH Warren, D Simberloff, RE Ricklefs, R Aguilée, FL Condamine, ... Ecology Letters 18 (2), 200-217, 2015	287	2015
Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images T Hengl, GBM Heuvelink, MP Tadić, EJ Pebesma Theoretical and applied climatology 107 (1), 265-277, 2012	215	2012
Methods to interpolate soil categorical variables from profile observations: lessons from Iran T Hengl, N Toomanian, HI Reuter, MJ Malakouti Geoderma 140 (4), 417-427, 2007	188	2007
Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables T Hengl, M Nussbaum, MN Wright, GBM Heuvelink, B Gräler PeerJ 6, e5518, 2018	182	2018
Supervised Landform Classification to Enhance and Replace Photo‐Interpretation in Semi‐Detailed Soil Survey T Hengl, DG Rossiter Soil Science Society of America Journal 67 (6), 1810-1822, 2003	159	2003
Soil sampling strategies for spatial prediction by correlation with auxiliary maps T Hengl, DG Rossiter, A Stein Soil Research 41 (8), 1403-1422, 2003	154	2003
Spatio-temporal interpolation of daily temperatures for global land areas at 1 km resolution M Kilibarda, T Hengl, G Heuvelink, B Graeler, E Pebesma, ... Journal of geophysical research 148, 2013	150	2013
Spatial prediction of species’ distributions from occurrence-only records: combining point pattern analysis, ENFA and regression-kriging T Hengl, H Sierdsema, A Radović, A Dilo Ecological modelling 220 (24), 3499-3511, 2009	149	2009

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