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Landscapes Forest and Global Change - ESA - Escola Superior ...

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R.A Fleming et al. 2010. <strong>Forest</strong> management <strong>and</strong> climate, through l<strong>and</strong>scape structure, affect the potential for insect outbreak<br />

126<br />

l<strong>and</strong>scape <strong>and</strong> forest ecology. Insect outbreak severity <strong>and</strong> extent have been shown to be<br />

influenced by l<strong>and</strong>scape structure (Coulson et al. 1999; Radeloff et al. 2000; Cairns et al. 2008).<br />

There is a long history of modeling MPB population dynamics (Berryman et al. 1984; Powell et<br />

al. 1996; Logan et al. 1998; Heavilin <strong>and</strong> Powell 2008; Powell <strong>and</strong> Bentz 2009). However, we<br />

still have little idea what triggers a stable, low density, endemic population to erupt to outbreak<br />

levels which can become self-perpetuating through contagious spread between susceptible<br />

st<strong>and</strong>s. Once a population has exceeded the st<strong>and</strong>-level eruptive threshold, its capacity to<br />

contribute to a l<strong>and</strong>scape-scale outbreak will depend on the availability <strong>and</strong> the quality of<br />

susceptible host trees in neighboring st<strong>and</strong>s (Aukema et al. 2006; Safranyik <strong>and</strong> Carroll 2006).<br />

As the resource gets depleted, the l<strong>and</strong>scape structure at a larger scale becomes a critical factor.<br />

2. Methodology<br />

Our over-all objective is to develop a simple, flexible model which can accurately describe the<br />

broad characteristics of the spread of MPB outbreaks in time <strong>and</strong> space over both lodgepole<br />

pine <strong>and</strong> jackpine l<strong>and</strong>scapes. Our goal is to provide a better underst<strong>and</strong>ing of the interactions<br />

between l<strong>and</strong>scape structure <strong>and</strong> the dynamics of mountain beetle populations, particularly<br />

during the eruptive phase. We hope to identify how l<strong>and</strong>scape properties interact with<br />

population dynamics to enable MPB to erupt to outbreak levels <strong>and</strong> the different scales at which<br />

these processes are interacting. The model will also provide a tool to assess the susceptibility of<br />

current <strong>and</strong> future l<strong>and</strong>scapes to mountain pine beetle outbreaks <strong>and</strong> benchmarks for forest<br />

management plans <strong>and</strong> decision support systems.<br />

2.1 Model development<br />

This model can be thought of as comprising 3 interacting components. The site (sub)model<br />

describes the ecological mechanisms that affect the probability that a low density MPB<br />

population can escape from its limiting factors <strong>and</strong> erupt within both a lodgepole pine <strong>and</strong> a<br />

jackpine st<strong>and</strong>. The l<strong>and</strong>scape structure (sub)model describes how pine st<strong>and</strong>s are distributed<br />

over the l<strong>and</strong>scape of concern both in terms of their presence <strong>and</strong> in terms of the ecological<br />

factors which determine the characteristics of their susceptibility to MPB. The dispersal<br />

(sub)model describes how the insects leaving one st<strong>and</strong> are dispersed over the l<strong>and</strong>scape <strong>and</strong><br />

can thus contribute to triggering eruptions in neighboring or more distant st<strong>and</strong>s.<br />

At the forest st<strong>and</strong> level, the dynamics are controlled by the interaction between a host pine<br />

species st<strong>and</strong> model <strong>and</strong> a mountain pine beetle population dynamics model. At the l<strong>and</strong>scape<br />

level, the dynamics of the system emerge from interactions between st<strong>and</strong>s <strong>and</strong> local MPB<br />

populations through insect dispersal. The dynamics of the system also depend on the initial<br />

characteristics of the l<strong>and</strong>scape (i.e. heterogeneity, patch size, connectivity) <strong>and</strong> the evolution of<br />

its structure according to forest management <strong>and</strong> natural disturbance scenarios. Ultimately, the<br />

simulation models will be implemented in CAPSIS, a simulation platform developed at the<br />

Institut National de la Recherche Agronomique (France) to study the dynamics of forest<br />

ecosystems.<br />

3. Results <strong>and</strong> Discussion<br />

This paper focuses on the development of the site (sub)model. Because previous research<br />

(Carroll et al. 2004) showed that the st<strong>and</strong>-level dynamics of MPB populations can be well-<br />

<strong>Forest</strong> <strong>L<strong>and</strong>scapes</strong> <strong>and</strong> <strong>Global</strong> <strong>Change</strong>-New Frontiers in Management, Conservation <strong>and</strong> Restoration. Proceedings of the IUFRO L<strong>and</strong>scape Ecology<br />

Working Group International Conference, September 21-27, 2010, Bragança, Portugal. J.C. Azevedo, M. Feliciano, J. Castro & M.A. Pinto (eds.)<br />

2010, Instituto Politécnico de Bragança, Bragança, Portugal.

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