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dc.contributor.authorZurell, Damaris
dc.contributor.authorFranklin, Janet
dc.contributor.authorKönig, Christian
dc.contributor.authorBouchet, Phil J.
dc.contributor.authorDormann, Carsten F.
dc.contributor.authorElith, Jane
dc.contributor.authorFandos, Guillermo
dc.contributor.authorFeng, Xiao
dc.contributor.authorGuillera-Arroita, Gurutzeta
dc.contributor.authorGuisan, Antoine
dc.contributor.authorLahoz-Monfort, José J.
dc.contributor.authorLeitão, Pedro J.
dc.contributor.authorPark, Daniel S.
dc.contributor.authorPeterson, A. Townsend
dc.contributor.authorRapacciuolo, Giovanni
dc.contributor.authorSchmatz, Dirk R.
dc.contributor.authorSchröder, Boris
dc.contributor.authorSerra-Diaz, Josep M.
dc.contributor.authorThuiller, Wilfried
dc.contributor.authorYates, Katherine L.
dc.contributor.authorZimmermann, Niklaus E.
dc.contributor.authorMerow, Cory
dc.date.accessioned2022-09-15T18:03:59Z
dc.date.available2022-09-15T18:03:59Z
dc.date.issued2020-06-01
dc.identifier.citationZurell, D., Franklin, J., König, C., Bouchet, P.J., Dormann, C.F., Elith, J., Fandos, G., Feng, X., Guillera-Arroita, G., Guisan, A., Lahoz-Monfort, J.J., Leitão, P.J., Park, D.S., Peterson, A.T., Rapacciuolo, G., Schmatz, D.R., Schröder, B., Serra-Diaz, J.M., Thuiller, W., Yates, K.L., Zimmermann, N.E. and Merow, C. (2020), A standard protocol for reporting species distribution models. Ecography, 43: 1261-1277. https://doi.org/10.1111/ecog.04960en_US
dc.identifier.urihttp://hdl.handle.net/1808/33481
dc.description.abstractSpecies distribution models (SDMs) constitute the most common class of models across ecology, evolution and conservation. The advent of ready-to-use software packages and increasing availability of digital geoinformation have considerably assisted the application of SDMs in the past decade, greatly enabling their broader use for informing conservation and management, and for quantifying impacts from global change. However, models must be fit for purpose, with all important aspects of their development and applications properly considered. Despite the widespread use of SDMs, standardisation and documentation of modelling protocols remain limited, which makes it hard to assess whether development steps are appropriate for end use. To address these issues, we propose a standard protocol for reporting SDMs, with an emphasis on describing how a study's objective is achieved through a series of modeling decisions. We call this the ODMAP (Overview, Data, Model, Assessment and Prediction) protocol, as its components reflect the main steps involved in building SDMs and other empirically-based biodiversity models. The ODMAP protocol serves two main purposes. First, it provides a checklist for authors, detailing key steps for model building and analyses, and thus represents a quick guide and generic workflow for modern SDMs. Second, it introduces a structured format for documenting and communicating the models, ensuring transparency and reproducibility, facilitating peer review and expert evaluation of model quality, as well as meta-analyses. We detail all elements of ODMAP, and explain how it can be used for different model objectives and applications, and how it complements efforts to store associated metadata and define modelling standards. We illustrate its utility by revisiting nine previously published case studies, and provide an interactive web-based application to facilitate its use. We plan to advance ODMAP by encouraging its further refinement and adoption by the scientific community.en_US
dc.publisherWiley Open Accessen_US
dc.rights© 2020 The Authors. Ecography published by John Wiley & Sons Ltd on behalf of Nordic Society Oikos. This is an open access article under the terms of the Creative Commons Attribution License.en_US
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_US
dc.subjectBiodiversity assessmenten_US
dc.subjectEcological niche modelen_US
dc.subjectHabitat suitability modelen_US
dc.subjectReproducibilityen_US
dc.subjectShinyen_US
dc.subjectTransparencyen_US
dc.titleA standard protocol for reporting species distribution modelsen_US
dc.typeArticleen_US
kusw.kuauthorPeterson, A. Townsend
kusw.kudepartmentBiodiversity Instituteen_US
dc.identifier.doi10.1111/ecog.04960en_US
dc.identifier.orcidhttps://orcid.org/0000-0002-4628-3558en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-0314-4598en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-0585-5983en_US
dc.identifier.orcidhttps://orcid.org/0000-0002-2144-2049en_US
dc.identifier.orcidhttps://orcid.org/0000-0002-9835-1794en_US
dc.identifier.orcidhttps://orcid.org/0000-0002-8706-0326en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-1579-9444en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-4638-3927en_US
dc.identifier.orcidhttps://orcid.org/0000-0002-8387-5739en_US
dc.identifier.orcidhttps://orcid.org/0000-0002-3998-4815en_US
dc.identifier.orcidhttps://orcid.org/0000-0002-0845-7035en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-3038-9531en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-2783-530Xen_US
dc.identifier.orcidhttps://orcid.org/0000-0003-0243-2379en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-1494-9017en_US
dc.identifier.orcidhttps://orcid.org/0000-0002-8198-6136en_US
dc.identifier.orcidhttps://orcid.org/0000-0002-8577-7980en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-1988-1154en_US
dc.identifier.orcidhttps://orcid.org/0000-0002-5388-5274en_US
dc.identifier.orcidhttps://orcid.org/0000-0001-8429-2941en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-3099-9604en_US
kusw.oaversionScholarly/refereed, publisher versionen_US
kusw.oapolicyThis item meets KU Open Access policy criteria.en_US
dc.rights.accessrightsopenAccessen_US


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© 2020 The Authors. Ecography published by John Wiley & Sons Ltd on behalf of Nordic Society Oikos. This is an open access article under the terms of the Creative Commons Attribution License.
Except where otherwise noted, this item's license is described as: © 2020 The Authors. Ecography published by John Wiley & Sons Ltd on behalf of Nordic Society Oikos. This is an open access article under the terms of the Creative Commons Attribution License.