dc.contributor.author | Mostert, Philip Stanley | |
dc.contributor.author | O'Hara, Robert B. | |
dc.date.accessioned | 2023-11-01T07:39:50Z | |
dc.date.available | 2023-11-01T07:39:50Z | |
dc.date.created | 2023-04-17T12:55:04Z | |
dc.date.issued | 2023 | |
dc.identifier.issn | 2041-210X | |
dc.identifier.uri | https://hdl.handle.net/11250/3099882 | |
dc.description.abstract | Ecological data are being collected at a large scale from a multitude of different sources, each with their own sampling protocols and assumptions. As a result, the integration of disparate datasets is a rapidly growing area in quantitative ecology, and is subsequently becoming a major asset in understanding the shifts and trends in species' distributions.
However, the tools and software available to construct statistical models to integrate these disparate datasets into a unified framework is lacking. This has made these methods inaccessible to general practitioners and has stagnated the growth of data integration in more applied settings.
We therefore present PointedSDMs: an easy to use R package used to construct integrated species distribution models. It provides functions to easily format the data, fit the models in a computationally efficient way and presents the output in a format that is convenient for additional work.
This paper illustrates the different uses and functions available in the package, which are designed to simplify the modelling of integrated models. A case study using the package is also presented: combining three datasets coming from different sampling protocols, all containing records of Setophaga caerulescens across Pennsylvania state. | en_US |
dc.language.iso | eng | en_US |
dc.publisher | John Wiley & Sons Ltd on behalf of British Ecological Society. | en_US |
dc.rights | Navngivelse 4.0 Internasjonal | * |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/deed.no | * |
dc.title | PointedSDMs: An R package to help facilitate the construction of integrated species distribution models | en_US |
dc.title.alternative | PointedSDMs: An R package to help facilitate the construction of integrated species distribution models | en_US |
dc.type | Peer reviewed | en_US |
dc.type | Journal article | en_US |
dc.description.version | publishedVersion | en_US |
dc.source.pagenumber | 1200-1207 | en_US |
dc.source.volume | 14 | en_US |
dc.source.journal | Methods in Ecology and Evolution | en_US |
dc.source.issue | 5 | en_US |
dc.identifier.doi | 10.1111/2041-210X.14091 | |
dc.identifier.cristin | 2141273 | |
cristin.ispublished | true | |
cristin.fulltext | original | |
cristin.qualitycode | 2 | |