Integrating experimental and distribution data to predict future species patterns

Jonne Kotta; Jarno Vanhatalo; Holger Janes; Helen Orav-Kotta; Luca Rugiu; Veijo Jormalainen; Ivo Bobsien; Markku Viitasalo; Elina Virtanen; Antonia Nystrom Sandman; Martin Isaeus; Sonja Leidenberger; Per R. Jonsson; Kerstin Johannesson

doi:10.1038/s41598-018-38416-3

Integrating experimental and distribution data to predict future species patterns

Jonne Kotta, Jarno Vanhatalo, Holger Janes, Helen Orav-Kotta, Luca Rugiu, Veijo Jormalainen, Ivo Bobsien, Markku Viitasalo, Elina Virtanen, Antonia Nystrom Sandman, Martin Isaeus, Sonja Leidenberger, Per R. Jonsson, Kerstin Johannesson

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Article number	1821
Journal	Scientific Reports
Volume	9
Number of pages	14
ISSN	2045-2322
DOIs	https://doi.org/10.1038/s41598-018-38416-3 https://doi.org/10.1038/s41598-018-38416-3
Publication status	Published - 12 Feb 2019
MoE publication type	A1 Journal article-refereed

Fields of Science

1181 Ecology, evolutionary biology
CLIMATE-CHANGE IMPACTS
NO-ANALOG COMMUNITIES
BALTIC SEA
DISTRIBUTION MODELS
PHENOTYPIC PLASTICITY
SPATIAL-DISTRIBUTION
FUCUS-VESICULOSUS
LOCAL ADAPTATION
IDOTEA-BALTICA
SHIFTS

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s41598-018-38416-3Final published version, 2.69 MBLicence: CC BY

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Kotta, J., Vanhatalo, J., Janes, H., Orav-Kotta, H., Rugiu, L., Jormalainen, V., Bobsien, I., Viitasalo, M., Virtanen, E., Sandman, A. N., Isaeus, M., Leidenberger, S., Jonsson, P. R., & Johannesson, K. (2019). Integrating experimental and distribution data to predict future species patterns. Scientific Reports, 9, Article 1821. https://doi.org/10.1038/s41598-018-38416-3, https://doi.org/10.1038/s41598-018-38416-3

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title = "Integrating experimental and distribution data to predict future species patterns",

keywords = "1181 Ecology, evolutionary biology, CLIMATE-CHANGE IMPACTS, NO-ANALOG COMMUNITIES, BALTIC SEA, DISTRIBUTION MODELS, PHENOTYPIC PLASTICITY, SPATIAL-DISTRIBUTION, FUCUS-VESICULOSUS, LOCAL ADAPTATION, IDOTEA-BALTICA, SHIFTS",

author = "Jonne Kotta and Jarno Vanhatalo and Holger Janes and Helen Orav-Kotta and Luca Rugiu and Veijo Jormalainen and Ivo Bobsien and Markku Viitasalo and Elina Virtanen and Sandman, {Antonia Nystrom} and Martin Isaeus and Sonja Leidenberger and Jonsson, {Per R.} and Kerstin Johannesson",

year = "2019",

month = feb,

day = "12",

doi = "10.1038/s41598-018-38416-3",

language = "English",

volume = "9",

journal = "Scientific Reports",

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Kotta, J, Vanhatalo, J, Janes, H, Orav-Kotta, H, Rugiu, L, Jormalainen, V, Bobsien, I, Viitasalo, M, Virtanen, E, Sandman, AN, Isaeus, M, Leidenberger, S, Jonsson, PR & Johannesson, K 2019, 'Integrating experimental and distribution data to predict future species patterns', Scientific Reports, vol. 9, 1821. https://doi.org/10.1038/s41598-018-38416-3, https://doi.org/10.1038/s41598-018-38416-3

TY - JOUR

T1 - Integrating experimental and distribution data to predict future species patterns

AU - Kotta, Jonne

AU - Vanhatalo, Jarno

AU - Janes, Holger

AU - Orav-Kotta, Helen

AU - Rugiu, Luca

AU - Jormalainen, Veijo

AU - Bobsien, Ivo

AU - Viitasalo, Markku

AU - Virtanen, Elina

AU - Sandman, Antonia Nystrom

AU - Isaeus, Martin

AU - Leidenberger, Sonja

AU - Jonsson, Per R.

AU - Johannesson, Kerstin

PY - 2019/2/12

Y1 - 2019/2/12

KW - 1181 Ecology, evolutionary biology

KW - CLIMATE-CHANGE IMPACTS

KW - NO-ANALOG COMMUNITIES

KW - BALTIC SEA

KW - DISTRIBUTION MODELS

KW - PHENOTYPIC PLASTICITY

KW - SPATIAL-DISTRIBUTION

KW - FUCUS-VESICULOSUS

KW - LOCAL ADAPTATION

KW - IDOTEA-BALTICA

KW - SHIFTS

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SN - 2045-2322

VL - 9

JO - Scientific Reports

JF - Scientific Reports

M1 - 1821

ER -

Integrating experimental and distribution data to predict future species patterns

Fields of Science

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Multivariate Gaussian processes for hierarchical modelling of species distributions

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Integrating experimental and distribution data to predict future species patterns

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Multivariate Gaussian processes for hierarchical modelling of species distributions

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