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192 S. Schumacher et al. / Ecological Modell<strong>in</strong>g 180 (2004) 175–194<br />

after such events. Study<strong>in</strong>g transitions from weakly<br />

to strongly disturbed l<strong>and</strong>scapes is an important issue,<br />

as global environmental change is likely to br<strong>in</strong>g<br />

about changes <strong>in</strong> <strong>the</strong> distribution <strong>of</strong> extreme climatic<br />

events, which may trigger changes <strong>in</strong> <strong>the</strong> large-scale<br />

disturbance regimes <strong>in</strong> many l<strong>and</strong>scapes.<br />

Because <strong>the</strong> modified model explicitly <strong>in</strong>corporates<br />

<strong>the</strong> effects <strong>of</strong> a range <strong>of</strong> climatic factors on <strong>tree</strong> regeneration<br />

<strong>and</strong> <strong>growth</strong>, it is more suitable for address<strong>in</strong>g<br />

<strong>the</strong> direct impacts <strong>of</strong> climatic changes on forested<br />

l<strong>and</strong>scapes. Through a simple set <strong>of</strong> scenario calculations<br />

(which should not be mistaken as predictions),<br />

we were able to demonstrate that <strong>the</strong> model is sensitive<br />

to chang<strong>in</strong>g climatic parameters. Notably, <strong>the</strong> effects<br />

<strong>of</strong> climatic changes on forest l<strong>and</strong>scape dynamics<br />

are emergent properties <strong>of</strong> <strong>the</strong> modified model, ra<strong>the</strong>r<br />

than be<strong>in</strong>g prescribed through site-specific or speciesspecific<br />

parameters, which was <strong>the</strong> case <strong>in</strong> earlier versions<br />

<strong>of</strong> LANDIS.<br />

The modified model can also serve as a tool to<br />

help with decision-mak<strong>in</strong>g <strong>in</strong> <strong>the</strong> context <strong>of</strong> longterm<br />

forest management. It provides variables—such<br />

as biomass, st<strong>and</strong> density, species dom<strong>in</strong>ance, or vertical<br />

structure—that can be used for assess<strong>in</strong>g, for<br />

example, <strong>the</strong> habitat requirements <strong>of</strong> wildlife, <strong>and</strong> <strong>in</strong>dices<br />

that are relevant to a range <strong>of</strong> o<strong>the</strong>r ecological<br />

questions. Also, variables, such as st<strong>and</strong> density <strong>and</strong><br />

vertical st<strong>and</strong> structure are crucial for predict<strong>in</strong>g <strong>the</strong><br />

long-term consequences <strong>of</strong> forest management decisions,<br />

e.g. with respect to <strong>the</strong> ability <strong>of</strong> mounta<strong>in</strong> forests<br />

to avert natural hazards, such as avalanches, rockfall or<br />

l<strong>and</strong>slides.<br />

F<strong>in</strong>ally, <strong>the</strong> ability <strong>of</strong> <strong>the</strong> model to simulate<br />

l<strong>and</strong>scape-scale aboveground biomass storage allows<br />

us to determ<strong>in</strong>e <strong>the</strong> effect <strong>of</strong> Global Change scenarios<br />

on aspects <strong>of</strong> <strong>the</strong> carbon balance <strong>of</strong> mounta<strong>in</strong><br />

ecosystems. Hence, <strong>the</strong> modified LANDIS model as<br />

described <strong>in</strong> this study has <strong>the</strong> potential to provide an<br />

<strong>in</strong>tegrated picture <strong>of</strong> <strong>the</strong> impact <strong>of</strong> both direct <strong>and</strong> <strong>in</strong>direct<br />

effects <strong>of</strong> climate change on forest l<strong>and</strong>scape<br />

dynamics.<br />

Acknowledgment<br />

Thanks are due to Hong He, University <strong>of</strong><br />

Missouri—Columbia, who supplied <strong>the</strong> LANDIS<br />

model <strong>and</strong> helped us to get acqua<strong>in</strong>ted with it. Dean<br />

Urban <strong>and</strong> an anonymous reviewer provided constructive<br />

criticisms <strong>of</strong> an earlier version <strong>of</strong> this manuscript.<br />

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