Tomislav Hengl

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Coauteurs

Gerard HeuvelinkSpecial Professor, Wageningen University and Senior Researcher, ISRIC World Soil InformationAdresse e-mail validée de wur.nl
Johan G.B. LeenaarsSoil researcherAdresse e-mail validée de wur.nl
Jorge S. Mendes de JesusISRIC - World Soil InformationAdresse e-mail validée de wur.nl
Marvin N. WrightLeibniz Institute for Prevention Research and Epidemiology – BIPS & University of BremenAdresse e-mail validée de leibniz-bips.de
R. A. (Bob) MacMillanLandMapper Environmental Solutions Inc. (fully retired)Adresse e-mail validée de google.com
Jonathan SandermanWoodwell Climate Research CenterAdresse e-mail validée de woodwellclimate.org
Hannes Isaak ReuterAdresse e-mail validée de gisxperts.de
Niels H. BatjesSenior expert soil science and Coordinator World Data Centre for Soils (WDC-Soils)Adresse e-mail validée de wur.nl
Milan KilibardaUniversity of Belgrade,Faculty of Civil Engineering, SerbiaAdresse e-mail validée de grf.bg.ac.rs
E RibeiroISRICAdresse e-mail validée de wur.nl
Ichsani WheelerEnvirometrix BVAdresse e-mail validée de envirometrix.net
Mario GuevaraNational Autonomus University of MexicoAdresse e-mail validée de geociencias.unam.mx
Rodrigo VargasProfessor, University of DelawareAdresse e-mail validée de udel.edu
Greg FiskeSenior Geospatial Analyst, Woodwell Climate Research CenterAdresse e-mail validée de woodwellclimate.org
Benedikt Gräler52°North Initiative for Geospatial Open Source Software GmbHAdresse e-mail validée de 52north.org
Wei ShangguanSun Yat-sen UniversityAdresse e-mail validée de mail.sysu.edu.cn
Stjepan HusnjakSveučilišni profesor na području Pedologije, Sveučilište u Zagrebu Agronomski fakultetAdresse e-mail validée de agr.hr
Dani OrProf. (em.) Environ. Physics, ETH Zurich; Eng. Distinguished Prof. CEE, University of Nevada RenoAdresse e-mail validée de env.ethz.ch
Edzer PebesmaProfessor of geoinformatics, University of MuensterAdresse e-mail validée de uni-muenster.de
D G RossiterAdjunct Professor, Dept. of Crop & Soil Sciences, Cornell UniversityAdresse e-mail validée de cornell.edu

Suivre

Tomislav Hengl

Director, OpenGeoHub foundation / Envirometrix Ltd, Wageningen

Adresse e-mail validée de opengeohub.org - Page d'accueil

data science soil mapping remote sensing machine learning automated mapping


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	3421	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	1391	2004
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	1208	2014
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	1167	2017
A practical guide to geostatistical mapping T Hengl Hengl 52, 15, 2009	1159	2009
About regression-kriging: From equations to case studies T Hengl, GBM Heuvelink, DG Rossiter Computers & geosciences 33 (10), 1301-1315, 2007	1141	2007
Finding the right pixel size T Hengl Computers & geosciences 32 (9), 1283-1298, 2006	1032	2006
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	921	2015
Geomorphometry: concepts, software, applications T Hengl, HI Reuter Elsevier, 2008	770	2008
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	769	2018
Geomorphometry: a brief guide RJ Pike, IS Evans, T Hengl Developments in soil science 33, 3-30, 2009	513	2009
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	499	2015
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	450	2008
Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation H Meyer, C Reudenbach, T Hengl, M Katurji, T Nauss Environmental Modelling & Software 101, 1-9, 2018	371	2018
A global map of mangrove forest soil carbon at 30 m spatial resolution J Sanderman, T Hengl, G Fiske, K Solvik, MF Adame, L Benson, ... Environmental Research Letters 13 (5), 055002, 2018	344	2018
Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning T Hengl, JGB Leenaars, KD Shepherd, MG Walsh, GBM Heuvelink, ... Nutrient Cycling in Agroecosystems 109, 77-102, 2017	313	2017
Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images T Hengl, GBM Heuvelink, M Perčec Tadić, EJ Pebesma Theoretical and applied climatology 107, 265-277, 2012	305	2012
Mapping the global depth to bedrock for land surface modeling W Shangguan, T Hengl, J Mendes de Jesus, H Yuan, Y Dai Journal of Advances in Modeling Earth Systems 9 (1), 65-88, 2017	293	2017
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	257	2013
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	236	2007

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