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Please use this identifier to cite or link to this item: https://doi.org/10.21256/zhaw-14620
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dc.contributor.authorYates, Katherine L.-
dc.contributor.authorBouchet, Phil J.-
dc.contributor.authorCaley, M Julian-
dc.contributor.authorMengersen, Kerrie-
dc.contributor.authorRandin, Christophe F.-
dc.contributor.authorParnell, Stephen-
dc.contributor.authorFielding, Alan H.-
dc.contributor.authorBamford, Andrew J.-
dc.contributor.authorBan, Stephen-
dc.contributor.authorBarbosa, A Márcia-
dc.contributor.authorDormann, Carsten F.-
dc.contributor.authorElith, Jane-
dc.contributor.authorEmbling, Clare B.-
dc.contributor.authorErvin, Gary N.-
dc.contributor.authorFisher, Rebecca-
dc.contributor.authorGould, Susan-
dc.contributor.authorGraf, Roland Felix-
dc.contributor.authorGregr, Edward J.-
dc.contributor.authorHalpin, Patrick N.-
dc.contributor.authorHeikkinen, Risto K.-
dc.contributor.authorHeinänen, Stefan-
dc.contributor.authorJones, Alice R.-
dc.contributor.authorKrishnakumar, Periyadan K.-
dc.contributor.authorLauria, Valentina-
dc.contributor.authorLozano-Montes, Hector-
dc.contributor.authorMannocci, Laura-
dc.contributor.authorMellin, Camille-
dc.contributor.authorMesgaran, Mohsen B.-
dc.contributor.authorMoreno-Amat, Elena-
dc.contributor.authorMormede, Sophie-
dc.contributor.authorNovaczek, Emilie-
dc.contributor.authorOppel, Steffen-
dc.contributor.authorOrtuño Crespo, Guillermo-
dc.contributor.authorPeterson, A. Townsend-
dc.contributor.authorRapacciuolo, Giovanni-
dc.contributor.authorRoberts, Jason J.-
dc.contributor.authorRoss, Rebecca E.-
dc.contributor.authorScales, Kylie L.-
dc.contributor.authorSchoeman, David-
dc.contributor.authorSnelgrove, Paul-
dc.contributor.authorSundblad, Göran-
dc.contributor.authorThuiller, Wilfried-
dc.contributor.authorTorres, Leigh G.-
dc.contributor.authorVerbruggen, Heroen-
dc.contributor.authorWang, Lifei-
dc.contributor.authorWenger, Seth-
dc.contributor.authorWhittingham, Mark J.-
dc.contributor.authorZharikov, Yuri-
dc.contributor.authorZurell, Damaris-
dc.contributor.authorSequeira, Ana M. M.-
dc.date.accessioned2019-01-24T12:57:11Z-
dc.date.available2019-01-24T12:57:11Z-
dc.date.issued2018-
dc.identifier.issn1872-8383de_CH
dc.identifier.issn0169-5347de_CH
dc.identifier.urihttps://digitalcollection.zhaw.ch/handle/11475/14620-
dc.description.abstractPredictive models are central to many scientific disciplines and vital for informing management in a rapidly changing world. However, limited understanding of the accuracy and precision of models transferred to novel conditions (their 'transferability') undermines confidence in their predictions. Here, 50 experts identified priority knowledge gaps which, if filled, will most improve model transfers. These are summarized into six technical and six fundamental challenges, which underlie the combined need to intensify research on the determinants of ecological predictability, including species traits and data quality, and develop best practices for transferring models. Of high importance is the identification of a widely applicable set of transferability metrics, with appropriate tools to quantify the sources and impacts of prediction uncertainty under novel conditions.de_CH
dc.language.isoende_CH
dc.publisherCell Pressde_CH
dc.relation.ispartofTrends in Ecology & Evolutionde_CH
dc.rightshttp://creativecommons.org/licenses/by-nc-nd/4.0/de_CH
dc.subjectPredictive modelingde_CH
dc.subjectExtrapolationde_CH
dc.subjectGeneralityde_CH
dc.subjectHabitat modelsde_CH
dc.subjectModel transfersde_CH
dc.subjectSpecies distribution modelsde_CH
dc.subjectUncertaintyde_CH
dc.subject.ddc577: Ökologiede_CH
dc.titleOutstanding challenges in the transferability of ecological modelsde_CH
dc.typeBeitrag in wissenschaftlicher Zeitschriftde_CH
dcterms.typeTextde_CH
zhaw.departementLife Sciences und Facility Managementde_CH
zhaw.organisationalunitInstitut für Umwelt und Natürliche Ressourcen (IUNR)de_CH
dc.identifier.doi10.1016/j.tree.2018.08.001de_CH
dc.identifier.doi10.21256/zhaw-14620-
dc.identifier.pmid30166069de_CH
zhaw.funding.euNode_CH
zhaw.issue10de_CH
zhaw.originated.zhawYesde_CH
zhaw.pages.end802de_CH
zhaw.pages.start790de_CH
zhaw.publication.statuspublishedVersionde_CH
zhaw.volume33de_CH
zhaw.publication.reviewPeer review (Publikation)de_CH
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Yates, K. L., Bouchet, P. J., Caley, M. J., Mengersen, K., Randin, C. F., Parnell, S., Fielding, A. H., Bamford, A. J., Ban, S., Barbosa, A. M., Dormann, C. F., Elith, J., Embling, C. B., Ervin, G. N., Fisher, R., Gould, S., Graf, R. F., Gregr, E. J., Halpin, P. N., et al. (2018). Outstanding challenges in the transferability of ecological models. Trends in Ecology & Evolution, 33(10), 790–802. https://doi.org/10.1016/j.tree.2018.08.001
Yates, K.L. et al. (2018) ‘Outstanding challenges in the transferability of ecological models’, Trends in Ecology & Evolution, 33(10), pp. 790–802. Available at: https://doi.org/10.1016/j.tree.2018.08.001.
K. L. Yates et al., “Outstanding challenges in the transferability of ecological models,” Trends in Ecology & Evolution, vol. 33, no. 10, pp. 790–802, 2018, doi: 10.1016/j.tree.2018.08.001.
YATES, Katherine L., Phil J. BOUCHET, M Julian CALEY, Kerrie MENGERSEN, Christophe F. RANDIN, Stephen PARNELL, Alan H. FIELDING, Andrew J. BAMFORD, Stephen BAN, A Márcia BARBOSA, Carsten F. DORMANN, Jane ELITH, Clare B. EMBLING, Gary N. ERVIN, Rebecca FISHER, Susan GOULD, Roland Felix GRAF, Edward J. GREGR, Patrick N. HALPIN, Risto K. HEIKKINEN, Stefan HEINÄNEN, Alice R. JONES, Periyadan K. KRISHNAKUMAR, Valentina LAURIA, Hector LOZANO-MONTES, Laura MANNOCCI, Camille MELLIN, Mohsen B. MESGARAN, Elena MORENO-AMAT, Sophie MORMEDE, Emilie NOVACZEK, Steffen OPPEL, Guillermo ORTUÑO CRESPO, A. Townsend PETERSON, Giovanni RAPACCIUOLO, Jason J. ROBERTS, Rebecca E. ROSS, Kylie L. SCALES, David SCHOEMAN, Paul SNELGROVE, Göran SUNDBLAD, Wilfried THUILLER, Leigh G. TORRES, Heroen VERBRUGGEN, Lifei WANG, Seth WENGER, Mark J. WHITTINGHAM, Yuri ZHARIKOV, Damaris ZURELL und Ana M. M. SEQUEIRA, 2018. Outstanding challenges in the transferability of ecological models. Trends in Ecology & Evolution. 2018. Bd. 33, Nr. 10, S. 790–802. DOI 10.1016/j.tree.2018.08.001
Yates, Katherine L., Phil J. Bouchet, M Julian Caley, Kerrie Mengersen, Christophe F. Randin, Stephen Parnell, Alan H. Fielding, et al. 2018. “Outstanding Challenges in the Transferability of Ecological Models.” Trends in Ecology & Evolution 33 (10): 790–802. https://doi.org/10.1016/j.tree.2018.08.001.
Yates, Katherine L., et al. “Outstanding Challenges in the Transferability of Ecological Models.” Trends in Ecology & Evolution, vol. 33, no. 10, 2018, pp. 790–802, https://doi.org/10.1016/j.tree.2018.08.001.


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