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https://doi.org/10.21256/zhaw-14620| Publikationstyp: | Beitrag in wissenschaftlicher Zeitschrift |
| Art der Begutachtung: | Peer review (Publikation) |
| Titel: | Outstanding challenges in the transferability of ecological models |
| Autor/-in: | Yates, Katherine L. Bouchet, Phil J. Caley, M Julian Mengersen, Kerrie Randin, Christophe F. Parnell, Stephen Fielding, Alan H. Bamford, Andrew J. Ban, Stephen Barbosa, A Márcia Dormann, Carsten F. Elith, Jane Embling, Clare B. Ervin, Gary N. Fisher, Rebecca Gould, Susan Graf, Roland Felix Gregr, Edward J. Halpin, Patrick N. Heikkinen, Risto K. Heinänen, Stefan Jones, Alice R. Krishnakumar, Periyadan K. Lauria, Valentina Lozano-Montes, Hector Mannocci, Laura Mellin, Camille Mesgaran, Mohsen B. Moreno-Amat, Elena Mormede, Sophie Novaczek, Emilie Oppel, Steffen Ortuño Crespo, Guillermo Peterson, A. Townsend Rapacciuolo, Giovanni Roberts, Jason J. Ross, Rebecca E. Scales, Kylie L. Schoeman, David Snelgrove, Paul Sundblad, Göran Thuiller, Wilfried Torres, Leigh G. Verbruggen, Heroen Wang, Lifei Wenger, Seth Whittingham, Mark J. Zharikov, Yuri Zurell, Damaris Sequeira, Ana M. M. |
| DOI: | 10.1016/j.tree.2018.08.001 10.21256/zhaw-14620 |
| Erschienen in: | Trends in Ecology & Evolution |
| Band(Heft): | 33 |
| Heft: | 10 |
| Seite(n): | 790 |
| Seiten bis: | 802 |
| Erscheinungsdatum: | 2018 |
| Verlag / Hrsg. Institution: | Cell Press |
| ISSN: | 1872-8383 0169-5347 |
| Sprache: | Englisch |
| Schlagwörter: | Predictive modeling; Extrapolation; Generality; Habitat models; Model transfers; Species distribution models; Uncertainty |
| Fachgebiet (DDC): | 577: Ökologie |
| Zusammenfassung: | Predictive 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. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/14620 |
| Volltext Version: | Publizierte Version |
| Lizenz (gemäss Verlagsvertrag): | CC BY-NC-ND 4.0: Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International |
| Departement: | Life Sciences und Facility Management |
| Organisationseinheit: | Institut für Umwelt und Natürliche Ressourcen (IUNR) |
| Enthalten in den Sammlungen: | Publikationen Life Sciences und Facility Management |
Dateien zu dieser Ressource:
| Datei | Beschreibung | Größe | Format | |
|---|---|---|---|---|
| 2018_Yates-etal_Challenges-transferability-ecological-models.pdf | 1.65 MB | Adobe PDF |  Öffnen/Anzeigen |
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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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