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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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 |
work_keys_str_mv |
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