Thorsten Behrens

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Thomas ScholtenProfessor of Soil Science and GeomorphologyDirección de correo verificada de uni-tuebingen.de
Raphael VISCARRA ROSSELProfessorDirección de correo verificada de curtin.edu.au
A-Xing ZhuProfessor of Geography, University of Wisconsin-MadisonDirección de correo verificada de wisc.edu
Peter DietrichHelmholtz Centre for Environmental Research GmbH - UFZDirección de correo verificada de ufz.de
José A.M. DemattêFull Professor, University of São Paulo, Luiz de QueirozDirección de correo verificada de usp.br
felix stumpfAgroscopeDirección de correo verificada de agroscope.admin.ch
Ruhollah TaghizadehYara InternationalDirección de correo verificada de ardakan.ac.ir
Zhou shicollege of environmental and resource sciences, zhejiang universityDirección de correo verificada de zju.edu.cn
R. A. (Bob) MacMillanLandMapper Environmental Solutions Inc. (fully retired)Dirección de correo verificada de google.com
Norair ToomanianAssociate professor of Soil Science, Soil and Water Research Department, Isfahan Agricultural andDirección de correo verificada de areeo.ac.ir
Steffen ZachariasUFZ Helmholtz Centre for Environmental ResearchDirección de correo verificada de ufz.de
Edoardo MartiniInstitute of Environmental Physics, Heidelberg University, GermanyDirección de correo verificada de iup.uni-heidelberg.de
Cheng-Zhi QinInstitute of Geographic Sciences and Natural Resources ResearchDirección de correo verificada de lreis.ac.cn
Michael MaerkerAssociate Professor for Physical Geography and Geomorphology, Pavia University, ItalyDirección de correo verificada de unipv.it
Adrian ChappellCardiff UniversityDirección de correo verificada de cardiff.ac.uk
Elisabeth BuiEnvironmental Research Scientist, CSIRODirección de correo verificada de csiro.au
Roozbeh ValaviCSIRO EnvironmentDirección de correo verificada de csiro.au
Mojtaba ZeraatpishehUniversity of Vermont, Gund Institute for Environment, Rubenstein school of environment andDirección de correo verificada de uvm.edu
Alexandre WadouxMarie Skłodowska-Curie Fellow, INRAEDirección de correo verificada de inrae.fr
Masoud MahdianpariCross-Appointed Professor, MUN, C-CORE,Dirección de correo verificada de c-core.ca

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Thorsten Behrens

Soilution GbR

Dirección de correo verificada de soilution.de

data science soil spatial contextual machine learning digital soil mapping environment


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Using data mining to model and interpret soil diffuse reflectance spectra RAV Rossel, T Behrens Geoderma 158 (1-2), 46-54, 2010	1221	2010
A global spectral library to characterize the world's soil RAV Rossel, T Behrens, E Ben-Dor, DJ Brown, JAM Demattê, ... Earth-Science Reviews 155, 198-230, 2016	728	2016
Soil organic carbon concentrations and stocks on Barro Colorado Island—Digital soil mapping using Random Forests analysis R Grimm, T Behrens, M Märker, H Elsenbeer Geoderma 146 (1-2), 102-113, 2008	724	2008
Impacts of species richness on productivity in a large-scale subtropical forest experiment Y Huang, Y Chen, N Castro-Izaguirre, M Baruffol, M Brezzi, A Lang, Y Li, ... Science 362 (6410), 80-83, 2018	520	2018
Multi-scale digital terrain analysis and feature selection for digital soil mapping T Behrens, AX Zhu, K Schmidt, T Scholten Geoderma 155 (3-4), 175-185, 2010	368	2010
Digital soil mapping using artificial neural networks T Behrens, H Förster, T Scholten, U Steinrücken, ED Spies, M Goldschmitt Journal of plant nutrition and soil science 168 (1), 21-33, 2005	311	2005
An approach to computing topographic wetness index based on maximum downslope gradient CZ Qin, AX Zhu, T Pei, BL Li, T Scholten, T Behrens, CH Zhou Precision agriculture 12, 32-43, 2011	226	2011
The spectrum-based learner: A new local approach for modeling soil vis–NIR spectra of complex datasets L Ramirez-Lopez, T Behrens, K Schmidt, A Stevens, JAM Demattê, ... Geoderma 195, 268-279, 2013	187	2013
Digital soil mapping in Germany—a review T Behrens, T Scholten Journal of Plant Nutrition and Soil Science 169 (3), 434-443, 2006	165	2006
Sampling optimal calibration sets in soil infrared spectroscopy L Ramirez-Lopez, K Schmidt, T Behrens, B Van Wesemael, JAM Demattê, ... Geoderma 226, 140-150, 2014	143	2014
Assimilating satellite imagery and visible–near infrared spectroscopy to model and map soil loss by water erosion in Australia H Teng, RAV Rossel, Z Shi, T Behrens, A Chappell, E Bui Environmental Modelling & Software 77, 156-167, 2016	141	2016
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	125	2018
Hyper-scale digital soil mapping and soil formation analysis T Behrens, K Schmidt, L Ramirez-Lopez, J Gallant, AX Zhu, T Scholten Geoderma 213, 578-588, 2014	125	2014
Improving the spatial prediction of soil organic carbon content in two contrasting climatic regions by stacking machine learning models and rescanning covariate space R Taghizadeh-Mehrjardi, K Schmidt, A Amirian-Chakan, T Rentschler, ... Remote Sensing 12 (7), 1095, 2020	118	2020
Continental-scale soil carbon composition and vulnerability modulated by regional environmental controls RA Viscarra Rossel, J Lee, T Behrens, Z Luo, J Baldock, A Richards Nature geoscience 12 (7), 547-552, 2019	113	2019
Predictive soil mapping with limited sample data AX Zhu, J Liu, F Du, SJ Zhang, CZ Qin, J Burt, T Behrens, T Scholten European Journal of Soil Science 66 (3), 535-547, 2015	113	2015
Multi-scale digital soil mapping with deep learning T Behrens, K Schmidt, RA MacMillan, RA Viscarra Rossel Scientific reports 8 (1), 15244, 2018	107	2018
Distance and similarity-search metrics for use with soil vis–NIR spectra L Ramirez-Lopez, T Behrens, K Schmidt, RAV Rossel, JAM Demattê, ... Geoderma 199, 43-53, 2013	94	2013
Instance selection and classification tree analysis for large spatial datasets in digital soil mapping K Schmidt, T Behrens, T Scholten Geoderma 146 (1-2), 138-146, 2008	91	2008
Assessing the USLE crop and management factor C for soil erosion modeling in a large mountainous watershed in Central China S Schönbrodt, P Saumer, T Behrens, C Seeber, T Scholten Journal of Earth Science 21, 835-845, 2010	89	2010

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