Tomislav Hengl

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34 articoli

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

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Tomislav Hengl

Director, OpenGeoHub foundation / Envirometrix Ltd, Wageningen

Email verificata su opengeohub.org - Home page

data science soil mapping remote sensing machine learning automated mapping


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
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	3516	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	1407	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	1229	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	1202	2017
A practical guide to geostatistical mapping T Hengl Hengl 52, 15, 2009	1167	2009
About regression-kriging: From equations to case studies T Hengl, GBM Heuvelink, DG Rossiter Computers & geosciences 33 (10), 1301-1315, 2007	1147	2007
Finding the right pixel size T Hengl Computers & geosciences 32 (9), 1283-1298, 2006	1041	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	942	2015
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	800	2018
Geomorphometry: concepts, software, applications T Hengl, HI Reuter Elsevier, 2008	774	2008
Geomorphometry: a brief guide RJ Pike, IS Evans, T Hengl Developments in soil science 33, 3-30, 2009	517	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	514	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	453	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	386	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	356	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	317	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	301	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	259	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	240	2007

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