Time since introduction, seed mass, and genome size predict successful invaders among the cultivated vascular plants of Hawaii.

Extensive economic and environmental damage has been caused by invasive exotic plant species in many ecosystems worldwide. Many comparative studies have therefore attempted to predict, from biological traits, which species among the pool of naturalized non-natives become invasive. However, few studi...

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Main Authors: John Paul Schmidt, John M Drake
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2011-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3047568?pdf=render
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spelling doaj-359bbbb20fcd475b94d3ad851e279ddd2020-11-25T00:12:42ZengPublic Library of Science (PLoS)PLoS ONE1932-62032011-01-0163e1739110.1371/journal.pone.0017391Time since introduction, seed mass, and genome size predict successful invaders among the cultivated vascular plants of Hawaii.John Paul SchmidtJohn M DrakeExtensive economic and environmental damage has been caused by invasive exotic plant species in many ecosystems worldwide. Many comparative studies have therefore attempted to predict, from biological traits, which species among the pool of naturalized non-natives become invasive. However, few studies have investigated which species establish and/or become pests from the larger pool of introduced species and controlled for time since introduction. Here we present results from a study aimed at quantifying predicting three classes of invasive species cultivated in Hawaii. Of 7,866 ornamental species cultivated in Hawaii between 1840 and 1999, 420 (5.3%) species naturalized, 141 (1.8%) have been classified as weeds, and 39 (0.5%) were listed by the state of Hawaii as noxious. Of the 815 species introduced >80 years ago, 253 (31%) have naturalized, 90 (11%) are classed as weeds, and 22 (3%) as noxious by the state of Hawaii. Using boosted regression trees we classified each group with nearly 90% accuracy, despite incompleteness of data and the low proportion of naturalized or pest species. Key biological predictors were seed mass and highest chromosome number standardized by genus which, when data on residence time was removed, were able to predict all three groups with 76-82% accuracy. We conclude that, when focused on a single region, screening for potential weeds or noxious plants based on a small set of biological traits can be achieved with sufficient accuracy for policy and management purposes.http://europepmc.org/articles/PMC3047568?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author John Paul Schmidt
John M Drake
spellingShingle John Paul Schmidt
John M Drake
Time since introduction, seed mass, and genome size predict successful invaders among the cultivated vascular plants of Hawaii.
PLoS ONE
author_facet John Paul Schmidt
John M Drake
author_sort John Paul Schmidt
title Time since introduction, seed mass, and genome size predict successful invaders among the cultivated vascular plants of Hawaii.
title_short Time since introduction, seed mass, and genome size predict successful invaders among the cultivated vascular plants of Hawaii.
title_full Time since introduction, seed mass, and genome size predict successful invaders among the cultivated vascular plants of Hawaii.
title_fullStr Time since introduction, seed mass, and genome size predict successful invaders among the cultivated vascular plants of Hawaii.
title_full_unstemmed Time since introduction, seed mass, and genome size predict successful invaders among the cultivated vascular plants of Hawaii.
title_sort time since introduction, seed mass, and genome size predict successful invaders among the cultivated vascular plants of hawaii.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2011-01-01
description Extensive economic and environmental damage has been caused by invasive exotic plant species in many ecosystems worldwide. Many comparative studies have therefore attempted to predict, from biological traits, which species among the pool of naturalized non-natives become invasive. However, few studies have investigated which species establish and/or become pests from the larger pool of introduced species and controlled for time since introduction. Here we present results from a study aimed at quantifying predicting three classes of invasive species cultivated in Hawaii. Of 7,866 ornamental species cultivated in Hawaii between 1840 and 1999, 420 (5.3%) species naturalized, 141 (1.8%) have been classified as weeds, and 39 (0.5%) were listed by the state of Hawaii as noxious. Of the 815 species introduced >80 years ago, 253 (31%) have naturalized, 90 (11%) are classed as weeds, and 22 (3%) as noxious by the state of Hawaii. Using boosted regression trees we classified each group with nearly 90% accuracy, despite incompleteness of data and the low proportion of naturalized or pest species. Key biological predictors were seed mass and highest chromosome number standardized by genus which, when data on residence time was removed, were able to predict all three groups with 76-82% accuracy. We conclude that, when focused on a single region, screening for potential weeds or noxious plants based on a small set of biological traits can be achieved with sufficient accuracy for policy and management purposes.
url http://europepmc.org/articles/PMC3047568?pdf=render
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