Outstanding Challenges in the Transferability of Ecological Models
dc.contributor.author | Yates, KL | |
dc.contributor.author | Bouchet, PJ | |
dc.contributor.author | Caley, MJ | |
dc.contributor.author | Mengersen, K | |
dc.contributor.author | Randin, CF | |
dc.contributor.author | Parnell, S | |
dc.contributor.author | Fielding, AH | |
dc.contributor.author | Bamford, AJ | |
dc.contributor.author | Ban, S | |
dc.contributor.author | Barbosa, AM | |
dc.contributor.author | Dormann, CF | |
dc.contributor.author | Elith, J | |
dc.contributor.author | Embling, Clare | |
dc.contributor.author | Ervin, GN | |
dc.contributor.author | Fisher, R | |
dc.contributor.author | Gould, S | |
dc.contributor.author | Graf, RF | |
dc.contributor.author | Gregr, EJ | |
dc.contributor.author | Halpin, PN | |
dc.contributor.author | Heikkinen, RK | |
dc.contributor.author | Heinänen, S | |
dc.contributor.author | Jones, AR | |
dc.contributor.author | Krishnakumar, PK | |
dc.contributor.author | Lauria, V | |
dc.contributor.author | Lozano-Montes, H | |
dc.contributor.author | Mannocci, L | |
dc.contributor.author | Mellin, C | |
dc.contributor.author | Mesgaran, MB | |
dc.contributor.author | Moreno-Amat, E | |
dc.contributor.author | Mormede, S | |
dc.contributor.author | Novaczek, E | |
dc.contributor.author | Oppel, S | |
dc.contributor.author | Ortuño Crespo, G | |
dc.contributor.author | Peterson, AT | |
dc.contributor.author | Rapacciuolo, G | |
dc.contributor.author | Roberts, JJ | |
dc.contributor.author | Ross, Rebecca | |
dc.contributor.author | Scales, KL | |
dc.contributor.author | Schoeman, D | |
dc.contributor.author | Snelgrove, P | |
dc.contributor.author | Sundblad, G | |
dc.contributor.author | Thuiller, W | |
dc.contributor.author | Torres, LG | |
dc.contributor.author | Verbruggen, H | |
dc.contributor.author | Wang, L | |
dc.contributor.author | Wenger, S | |
dc.contributor.author | Whittingham, MJ | |
dc.contributor.author | Zharikov, Y | |
dc.contributor.author | Zurell, D | |
dc.contributor.author | Sequeira, AMM | |
dc.date.accessioned | 2021-10-19T10:09:10Z | |
dc.date.issued | 2018-10-01 | |
dc.identifier.issn | 0169-5347 | |
dc.identifier.issn | 1872-8383 | |
dc.identifier.uri | http://hdl.handle.net/10026.1/18101 | |
dc.description.abstract |
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 | |
dc.format.extent | 790-802 | |
dc.format.medium | Print-Electronic | |
dc.language | en | |
dc.language.iso | en | |
dc.publisher | Cell Press | |
dc.subject | Predictive modeling | |
dc.subject | extrapolation | |
dc.subject | generality | |
dc.subject | habitat models | |
dc.subject | model transfers | |
dc.subject | species distribution models | |
dc.subject | uncertainty | |
dc.subject | Ecology | |
dc.subject | Models, Biological | |
dc.title | Outstanding Challenges in the Transferability of Ecological Models | |
dc.type | journal-article | |
dc.type | Journal Article | |
dc.type | Research Support, Non-U.S. Gov't | |
dc.type | Research Support, U.S. Gov't, Non-P.H.S. | |
dc.type | Review | |
plymouth.author-url | https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000447963700008&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=11bb513d99f797142bcfeffcc58ea008 | |
plymouth.issue | 10 | |
plymouth.volume | 33 | |
plymouth.publication-status | Published | |
plymouth.journal | Trends in Ecology and Evolution | |
dc.identifier.doi | 10.1016/j.tree.2018.08.001 | |
plymouth.organisational-group | /Plymouth | |
plymouth.organisational-group | /Plymouth/Faculty of Science and Engineering | |
plymouth.organisational-group | /Plymouth/Faculty of Science and Engineering/School of Biological and Marine Sciences | |
plymouth.organisational-group | /Plymouth/REF 2021 Researchers by UoA | |
plymouth.organisational-group | /Plymouth/REF 2021 Researchers by UoA/UoA07 Earth Systems and Environmental Sciences | |
plymouth.organisational-group | /Plymouth/Users by role | |
plymouth.organisational-group | /Plymouth/Users by role/Academics | |
dc.publisher.place | England | |
dcterms.dateAccepted | 2018-01-01 | |
dc.rights.embargodate | 2021-10-20 | |
dc.identifier.eissn | 1872-8383 | |
dc.rights.embargoperiod | Not known | |
rioxxterms.versionofrecord | 10.1016/j.tree.2018.08.001 | |
rioxxterms.licenseref.uri | http://www.rioxx.net/licenses/all-rights-reserved | |
rioxxterms.licenseref.startdate | 2018-10-01 | |
rioxxterms.type | Journal Article/Review |