Thorsten Behrens

Cytowane przez

	Wszystkie	Od 2020
Cytowania	8162	5079
h-indeks	38	32
i10-indeks	57	49

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Thomas ScholtenProfessor of Soil Science and GeomorphologyZweryfikowany adres z uni-tuebingen.de
Raphael VISCARRA ROSSELProfessorZweryfikowany adres z curtin.edu.au
José Alexandre M. DemattêFull Professor, University of São Paulo, Luiz de QueirozZweryfikowany adres z usp.br
A-Xing ZhuProfessor of Geography, University of Wisconsin-MadisonZweryfikowany adres z wisc.edu
Peter DietrichHelmholtz Centre for Environmental Research GmbH - UFZZweryfikowany adres z ufz.de
felix stumpfAgroscopeZweryfikowany adres z agroscope.admin.ch
Ruhollah TaghizadehSoil Science, Ardakan UniversityZweryfikowany adres z ardakan.ac.ir
Zhou shicollege of environmental and resource sciences, zhejiang universityZweryfikowany adres z zju.edu.cn
R. A. (Bob) MacMillanLandMapper Environmental Solutions Inc. (fully retired)Zweryfikowany adres z google.com
Norair ToomanianAssociate professor of Soil Science, Soil and Water Research Department, Isfahan Agricultural andZweryfikowany adres z areeo.ac.ir
Cheng-Zhi QinInstitute of Geographic Sciences and Natural Resources ResearchZweryfikowany adres z lreis.ac.cn
Steffen ZachariasUFZ Helmholtz Centre for Environmental ResearchZweryfikowany adres z ufz.de
Edoardo MartiniInstitute of Environmental Physics, Heidelberg University, GermanyZweryfikowany adres z iup.uni-heidelberg.de
Michael MaerkerAssociate Professor for Physical Geography and Geomorphology, Pavia University, ItalyZweryfikowany adres z unipv.it
Roozbeh ValaviCSIROZweryfikowany adres z csiro.au
Mojtaba ZeraatpishehUniversity of Vermont, Gund Institute for Environment, Rubenstein school of environment andZweryfikowany adres z uvm.edu
Adrian ChappellCardiff UniversityZweryfikowany adres z cardiff.ac.uk
Elisabeth BuiEnvironmental Research Scientist, CSIROZweryfikowany adres z csiro.au
Alexandre WadouxMarie Skłodowska-Curie Fellow, INRAEZweryfikowany adres z inrae.fr
Masoud MahdianpariCross-Appointed Professor, MUN, C-CORE,Zweryfikowany adres z c-core.ca

Obserwuj

Thorsten Behrens

Soilution GbR

Zweryfikowany adres z soilution.de

data science soil spatial contextual machine learning digital soil mapping environment


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
Using data mining to model and interpret soil diffuse reflectance spectra RAV Rossel, T Behrens Geoderma 158 (1-2), 46-54, 2010	1336	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	818	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	775	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	648	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	389	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	327	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	248	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	213	2013
Digital soil mapping in Germany—a review T Behrens, T Scholten Journal of Plant Nutrition and Soil Science 169 (3), 434-443, 2006	178	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	160	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	158	2020
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	158	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	157	2018
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	149	2019
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	134	2014
Multi-scale digital soil mapping with deep learning T Behrens, K Schmidt, RA MacMillan, RA Viscarra Rossel Scientific reports 8 (1), 15244, 2018	129	2018
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	128	2015
Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran R Taghizadeh-Mehrjardi, M Mahdianpari, F Mohammadimanesh, ... Geoderma 376, 114552, 2020	105	2020
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	105	2013
Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models R Taghizadeh-Mehrjardi, K Schmidt, N Toomanian, B Heung, T Behrens, ... Geoderma 383, 114793, 2021	103	2021

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