עקוב אחר
Tomislav Hengl
Tomislav Hengl
Director, OpenGeoHub foundation / Envirometrix Ltd, Wageningen
כתובת אימייל מאומתת בדומיין opengeohub.org - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
35152017
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
14072004
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
12292014
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
12042017
A practical guide to geostatistical mapping‏
T Hengl‏
Hengl 52, 15, 2009‏
11682009
About regression-kriging: From equations to case studies‏
T Hengl, GBM Heuvelink, DG Rossiter‏
Computers & geosciences 33 (10), 1301-1315, 2007‏
11472007
Finding the right pixel size‏
T Hengl‏
Computers & geosciences 32 (9), 1283-1298, 2006‏
10432006
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
9432015
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
8032018
Geomorphometry: concepts, software, applications‏
T Hengl, HI Reuter‏
Elsevier, 2008‏
7742008
Geomorphometry: a brief guide‏
RJ Pike, IS Evans, T Hengl‏
Developments in soil science 33, 3-30, 2009‏
5162009
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
5152015
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
4532008
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
3862018
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
3562018
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
3172017
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
3052012
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
3012017
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
2592013
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
2402007
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מאמרים 1–20