About: Equilibrium or not? Modelling potential distribution of invasive species in different stages of invasion     Goto   Sponge   NotDistinct   Permalink

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  • Aim The assumption of equilibrium between organisms and their environment is a standard working postulate in species distribution models (SDMs). However, this assumption is typically violated in models of biological invasions where range expansions are highly constrained by dispersal and colonization processes. Here we examined how stage of invasion affects the extent to which occurrence data represent the ecological niche of organisms and in turn influences spatial prediction of species' potential distributions. Location Six ecoregions in western Oregon, USA. Methods We compiled occurrence data from 697 field plots collected over a nine-year period (2001-2009) of monitoring the spread of the invasive forest pathogen Phytophthora ramorum. Using these data we applied ecological niche factor analysis to calibrate models of potential distribution across different years of colonization. We accounted for natural variation and uncertainties in model evaluation by further investigating three hypothetical scenarios of varying equilibrium in a simulated virtual species, for which the %22true%22 potential distribution was known. Results We confirm our hypothesis that SDMs calibrated in early stages of invasion are less accurate than models calibrated under scenarios closer to equilibrium. SDMs that are developed in early stages of invasion tend to underpredict the potential range compared to models that are built in later stages of invasion. Main conclusions A full environmental niche of invasive species cannot be effectively captured with data from a realized distribution that is restricted by processes preventing full occupancy of suitable habitats. If SDMs are to be used effectively in conservation and management, stage of invasion needs to be considered in order to avoid underestimation of habitats at risk of invasion.
  • Aim The assumption of equilibrium between organisms and their environment is a standard working postulate in species distribution models (SDMs). However, this assumption is typically violated in models of biological invasions where range expansions are highly constrained by dispersal and colonization processes. Here we examined how stage of invasion affects the extent to which occurrence data represent the ecological niche of organisms and in turn influences spatial prediction of species' potential distributions. Location Six ecoregions in western Oregon, USA. Methods We compiled occurrence data from 697 field plots collected over a nine-year period (2001-2009) of monitoring the spread of the invasive forest pathogen Phytophthora ramorum. Using these data we applied ecological niche factor analysis to calibrate models of potential distribution across different years of colonization. We accounted for natural variation and uncertainties in model evaluation by further investigating three hypothetical scenarios of varying equilibrium in a simulated virtual species, for which the %22true%22 potential distribution was known. Results We confirm our hypothesis that SDMs calibrated in early stages of invasion are less accurate than models calibrated under scenarios closer to equilibrium. SDMs that are developed in early stages of invasion tend to underpredict the potential range compared to models that are built in later stages of invasion. Main conclusions A full environmental niche of invasive species cannot be effectively captured with data from a realized distribution that is restricted by processes preventing full occupancy of suitable habitats. If SDMs are to be used effectively in conservation and management, stage of invasion needs to be considered in order to avoid underestimation of habitats at risk of invasion. (en)
Title
  • Equilibrium or not? Modelling potential distribution of invasive species in different stages of invasion
  • Equilibrium or not? Modelling potential distribution of invasive species in different stages of invasion (en)
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  • Equilibrium or not? Modelling potential distribution of invasive species in different stages of invasion
  • Equilibrium or not? Modelling potential distribution of invasive species in different stages of invasion (en)
skos:notation
  • RIV/61989592:15310/12:33140017!RIV13-MSM-15310___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...iv/cisloPeriodika
  • 1
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http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
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  • 134640
http://linked.open...ai/riv/idVysledku
  • RIV/61989592:15310/12:33140017
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http://linked.open.../riv/klicovaSlova
  • Ecological niche factor analysis, invasive species, landscape epidemiology, model performance, non-equilibrium, Phytophthora ramorum, potential distribution, species distribution model, virtual species (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV
  • [BC5CC5876B70]
http://linked.open...i/riv/nazevZdroje
  • Diversity and Distributions
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 18
http://linked.open...iv/tvurceVysledku
  • Václavík, Tomáš
  • Meentemeyer, Ross K.
http://linked.open...ain/vavai/riv/wos
  • 000297693300007
issn
  • 1366-9516
number of pages
http://bibframe.org/vocab/doi
  • 10.1111/j.1472-4642.2011.00854.x
http://localhost/t...ganizacniJednotka
  • 15310
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