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dc.contributor.author
Willibald, Fabian
dc.contributor.author
van Strien, Maarten J.
dc.contributor.author
Grêt-Regamey, Adrienne
dc.contributor.editor
Elsawah, S.
dc.date.accessioned
2024-06-03T11:54:34Z
dc.date.available
2019-12-09T08:57:59Z
dc.date.available
2019-12-09T09:09:54Z
dc.date.available
2024-06-03T11:54:34Z
dc.date.issued
2019-12
dc.identifier.isbn
978-0-9758400-9-2
en_US
dc.identifier.other
10.36334/modsim.2019.G7.willibald
en_US
dc.identifier.uri
http://hdl.handle.net/20.500.11850/383758
dc.identifier.doi
10.3929/ethz-b-000383758
dc.description.abstract
Residents of industrialized countries place increasingly more value on leisure time. For many alpine and remote municipalities, revenues from tourism and recreation belong to the most important sources of income. At the same time, these activities generate large carbon footprints through traffic. Identifying the drivers of demand for outdoor recreation is essential for a sustainable future transport and landscape planning. By using different types of regression models, we compared four different methods to determine the importance of variables quantifying landscape characteristics for explaining outdoor recreation day trips.
en_US
dc.format
application/pdf
en_US
dc.language.iso
en
en_US
dc.publisher
Modelling and Simulation Society of Australia and New Zealand
en_US
dc.rights.uri
http://creativecommons.org/licenses/by/4.0/
dc.subject
Random Forest
en_US
dc.subject
Gradient Boosting
en_US
dc.subject
Generalized Linear Models
en_US
dc.subject
variable importance
en_US
dc.title
Where do we recreate? Comparison of different methods to determine importance of site characteristics for outdoor recreation
en_US
dc.type
Conference Paper
dc.rights.license
Creative Commons Attribution 4.0 International
ethz.book.title
MODSIM2019, 23rd International Congress on Modelling and Simulation
en_US
ethz.pages.start
671
en_US
ethz.pages.end
677
en_US
ethz.size
7 p.
en_US
ethz.version.deposit
publishedVersion
en_US
ethz.event
23rd International Congress on Modelling and Simulation (MODSIM 2019)
en_US
ethz.event.location
Canberra, Australia
en_US
ethz.event.date
December 1-6, 2019
en_US
ethz.notes
Conference lecture held on December 5, 2019. Accepted version of the paper was originally published "in Copyright".
en_US
ethz.publication.place
Canberra
en_US
ethz.publication.status
published
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00003 - Schulleitung und Dienste::00085 - Bereich VP Wissenstrsf. & Wirtsch.bez. / Domain VP Knowl. Transfer & Corp. Rel.::02890 - Inst. of Science, Technology and Policy / Inst. of Science, Technology and Policy
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02115 - Dep. Bau, Umwelt und Geomatik / Dep. of Civil, Env. and Geomatic Eng.::02656 - Inst. f. Raum- und Landschaftsentw. / Inst Spatial and Landscape Development::03823 - Grêt-Regamey, Adrienne / Grêt-Regamey, Adrienne
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02100 - Dep. Architektur / Dep. of Architecture::02655 - Netzwerk Stadt u. Landschaft ARCH u BAUG / Network City and Landscape ARCH and BAUG
en_US
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02115 - Dep. Bau, Umwelt und Geomatik / Dep. of Civil, Env. and Geomatic Eng.::02656 - Inst. f. Raum- und Landschaftsentw. / Inst Spatial and Landscape Development::03823 - Grêt-Regamey, Adrienne / Grêt-Regamey, Adrienne
en_US
ethz.date.deposited
2019-12-09T08:58:09Z
ethz.source
FORM
ethz.eth
yes
en_US
ethz.availability
Open access
en_US
ethz.rosetta.installDate
2019-12-09T09:10:10Z
ethz.rosetta.lastUpdated
2024-02-02T09:59:00Z
ethz.rosetta.exportRequired
true
ethz.rosetta.versionExported
true
ethz.COinS
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