Land Cover and Climate Change May Limit Invasiveness of Rhododendron ponticum in Wales

Invasive plant species represent a serious threat to biodiversity precipitating a sustained global effort to eradicate or at least control the spread of this phenomenon. Current distribution ranges of many invasive species are likely to be modified in the future by land cover and climate change. Thu...

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Main Authors: Syed A. Manzoor, Geoffrey Griffiths, Kotaro Iizuka, Martin Lukac
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-05-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2018.00664/full
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spelling doaj-9b1d96b0c3c149db9b65f970ab2dd20a2020-11-24T23:49:35ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2018-05-01910.3389/fpls.2018.00664326464Land Cover and Climate Change May Limit Invasiveness of Rhododendron ponticum in WalesSyed A. Manzoor0Geoffrey Griffiths1Kotaro Iizuka2Martin Lukac3Martin Lukac4School of Agriculture, Policy and Development, University of Reading, Reading, United KingdomDepartment of Geography and Environmental Sciences, University of Reading, Reading, United KingdomCenter for Spatial Information Science, University of Tokyo, Tokyo, JapanSchool of Agriculture, Policy and Development, University of Reading, Reading, United KingdomFaculty of Forestry and Wood Sciences, Czech University of Life Sciences Prague, Prague, CzechiaInvasive plant species represent a serious threat to biodiversity precipitating a sustained global effort to eradicate or at least control the spread of this phenomenon. Current distribution ranges of many invasive species are likely to be modified in the future by land cover and climate change. Thus, invasion management can be made more effective by forecasting the potential spread of invasive species. Rhododendron ponticum (L.) is an aggressive invasive species which appears well suited to western areas of the UK. We made use of MAXENT modeling environment to develop a current distribution model and to assess the likely effects of land cover and climatic conditions (LCCs) on the future distribution of this species in the Snowdonia National park in Wales. Six global circulation models (GCMs) and two representative concentration pathways (RCPs), together with a land cover simulation for 2050 were used to investigate species' response to future environmental conditions. Having considered a range of environmental variables as predictors and carried out the AICc-based model selection, we find that under all LCCs considered in this study, the range of R. ponticum in Wales is likely to contract in the future. Land cover and topographic variables were found to be the most important predictors of the distribution of R. ponticum. This information, together with maps indicating future distribution trends will aid the development of mitigation practices to control R. ponticum.https://www.frontiersin.org/article/10.3389/fpls.2018.00664/fullclimate changeinvasive speciesMaxentMarkov chainmulti-layer perceptronspecies distribution modeling
collection DOAJ
language English
format Article
sources DOAJ
author Syed A. Manzoor
Geoffrey Griffiths
Kotaro Iizuka
Martin Lukac
Martin Lukac
spellingShingle Syed A. Manzoor
Geoffrey Griffiths
Kotaro Iizuka
Martin Lukac
Martin Lukac
Land Cover and Climate Change May Limit Invasiveness of Rhododendron ponticum in Wales
Frontiers in Plant Science
climate change
invasive species
Maxent
Markov chain
multi-layer perceptron
species distribution modeling
author_facet Syed A. Manzoor
Geoffrey Griffiths
Kotaro Iizuka
Martin Lukac
Martin Lukac
author_sort Syed A. Manzoor
title Land Cover and Climate Change May Limit Invasiveness of Rhododendron ponticum in Wales
title_short Land Cover and Climate Change May Limit Invasiveness of Rhododendron ponticum in Wales
title_full Land Cover and Climate Change May Limit Invasiveness of Rhododendron ponticum in Wales
title_fullStr Land Cover and Climate Change May Limit Invasiveness of Rhododendron ponticum in Wales
title_full_unstemmed Land Cover and Climate Change May Limit Invasiveness of Rhododendron ponticum in Wales
title_sort land cover and climate change may limit invasiveness of rhododendron ponticum in wales
publisher Frontiers Media S.A.
series Frontiers in Plant Science
issn 1664-462X
publishDate 2018-05-01
description Invasive plant species represent a serious threat to biodiversity precipitating a sustained global effort to eradicate or at least control the spread of this phenomenon. Current distribution ranges of many invasive species are likely to be modified in the future by land cover and climate change. Thus, invasion management can be made more effective by forecasting the potential spread of invasive species. Rhododendron ponticum (L.) is an aggressive invasive species which appears well suited to western areas of the UK. We made use of MAXENT modeling environment to develop a current distribution model and to assess the likely effects of land cover and climatic conditions (LCCs) on the future distribution of this species in the Snowdonia National park in Wales. Six global circulation models (GCMs) and two representative concentration pathways (RCPs), together with a land cover simulation for 2050 were used to investigate species' response to future environmental conditions. Having considered a range of environmental variables as predictors and carried out the AICc-based model selection, we find that under all LCCs considered in this study, the range of R. ponticum in Wales is likely to contract in the future. Land cover and topographic variables were found to be the most important predictors of the distribution of R. ponticum. This information, together with maps indicating future distribution trends will aid the development of mitigation practices to control R. ponticum.
topic climate change
invasive species
Maxent
Markov chain
multi-layer perceptron
species distribution modeling
url https://www.frontiersin.org/article/10.3389/fpls.2018.00664/full
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