Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations
dc.contributor.author
Schneider, Tapio
dc.contributor.author
Lan, Shiwei
dc.contributor.author
Stuart, Andrew M.
dc.contributor.author
Teixeira, João
dc.date.accessioned
2018-03-02T12:46:38Z
dc.date.available
2017-12-13T06:32:28Z
dc.date.available
2018-01-22T14:13:55Z
dc.date.available
2018-03-02T12:46:38Z
dc.date.issued
2017-12-28
dc.identifier.issn
0094-8276
dc.identifier.issn
1944-8007
dc.identifier.other
10.1002/2017GL076101
en_US
dc.identifier.uri
http://hdl.handle.net/20.500.11850/220368
dc.language.iso
en
en_US
dc.publisher
American Geophysical Union
en_US
dc.subject
Earth system models
en_US
dc.subject
parameterizations
en_US
dc.subject
data assimilation
en_US
dc.subject
machine learning
en_US
dc.subject
Kalman inversion
en_US
dc.subject
Markov chain Monte Carlo
en_US
dc.title
Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations
en_US
dc.type
Journal Article
dc.date.published
2018-01-19
ethz.journal.title
Geophysical Research Letters
ethz.journal.volume
44
en_US
ethz.journal.issue
24
en_US
ethz.journal.abbreviated
Geophys. Res. Lett.
ethz.pages.start
12,396
en_US
ethz.pages.end
12,417
en_US
ethz.publication.place
Washington, DC
en_US
ethz.publication.status
published
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02330 - Departement Erdwissenschaften / Department of Earth Sciences::02704 - Geologisches Institut / Geological Institute::03991 - Schneider, Tapio (ehemalig)
en_US
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02330 - Departement Erdwissenschaften / Department of Earth Sciences::02704 - Geologisches Institut / Geological Institute::03991 - Schneider, Tapio (ehemalig)
en_US
ethz.date.deposited
2017-12-13T06:32:29Z
ethz.source
FORM
ethz.eth
yes
en_US
ethz.availability
Metadata only
en_US
ethz.rosetta.installDate
2018-01-22T14:13:58Z
ethz.rosetta.lastUpdated
2022-03-28T19:19:13Z
ethz.rosetta.versionExported
true
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Journal Article [130591]