Comprehensive evaluation of statistical approaches for digital soil mapping with large sets of environmental covariates
dc.contributor.author
Nussbaum, Madlene
dc.contributor.author
Papritz, Andreas Jürg
dc.contributor.author
Fraefel, Marielle
dc.contributor.author
Walthert, Lorenz
dc.contributor.author
Grob, Urs
dc.contributor.author
Keller, Armin
dc.date.accessioned
2019-01-07T08:20:09Z
dc.date.available
2018-01-08T08:16:34Z
dc.date.available
2018-08-20T12:05:37Z
dc.date.available
2019-01-07T08:20:09Z
dc.date.issued
2017
dc.identifier.uri
http://hdl.handle.net/20.500.11850/226249
dc.language.iso
en
en_US
dc.subject
Methods comparison
en_US
dc.subject
Geoadditive modelling
en_US
dc.subject
Componentwise boosting
en_US
dc.subject
Machine learning
en_US
dc.subject
Model averaging
en_US
dc.subject
Overfitting
en_US
dc.title
Comprehensive evaluation of statistical approaches for digital soil mapping with large sets of environmental covariates
en_US
dc.type
Conference Paper
ethz.book.title
Abstract Book Pedometrics 2017
en_US
ethz.event
Pedometrics Conference 2017
en_US
ethz.event.location
Wageningen, Netherlands
en_US
ethz.event.date
June 26 - July 1, 2017
en_US
ethz.publication.status
published
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02350 - Dep. Umweltsystemwissenschaften / Dep. of Environmental Systems Science::02721 - Inst. f. Biogeochemie u. Schadstoffdyn. / Inst. Biogeochem. and Pollutant Dynamics::03812 - Or, Dani (emeritus) / Or, Dani (emeritus)
en_US
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02350 - Dep. Umweltsystemwissenschaften / Dep. of Environmental Systems Science::02721 - Inst. f. Biogeochemie u. Schadstoffdyn. / Inst. Biogeochem. and Pollutant Dynamics::03812 - Or, Dani (emeritus) / Or, Dani (emeritus)
en_US
ethz.date.deposited
2018-01-08T08:16:35Z
ethz.source
FORM
ethz.eth
yes
en_US
ethz.availability
Metadata only
en_US
ethz.rosetta.installDate
2018-08-20T12:05:43Z
ethz.rosetta.lastUpdated
2021-02-15T03:13:43Z
ethz.rosetta.versionExported
true
ethz.COinS
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Conference Paper [33139]