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Metapopulations

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If all patches have the same probability of extinction, it is simply pex ... Extinction of a patch may depend on the fraction of patches occupied in the system ... – PowerPoint PPT presentation

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Title: Metapopulations


1
Metapopulations
  • Objectives
  • Determine how e and c parameters influence
    metapopulation dynamics
  • Determine how the number of patches in a system
    affects the probability of local extinction and
    probability of regional extinction
  • Compare propagule rain vs. internal
    colonization metatpopulation dynamics
  • Evaluate how the rescue effect affects
    metapopulation dynamics

2
Metapopulations
  • There are relatively few examples where the
    entire population resides within a single patch
  • Most species are patchily distributed across
    space
  • Hence it becomes a population of
    populationsmetapopulations

3
Metapopulations
  • Metapopulation theory (Levin 1969, 1970)
    describes a network of patches, some occupied
    some not, where subpopulations are interacting
    (winking)
  • The classic model is then based upon
    presence-absence, not a demographic model like
    source-sink dynamics

4
Fragmentation Heterogeneity
5
Fragmentation Heterogeneity
6
Fragmentation Heterogeneity
7
Metapopulations
  • Lets define extinction and colonization
    mathematically
  • Extinction pe thus persistence is 1-pe
  • Colonization is pi with vacancy is 1-pi
  • We can consider the fate of a single patch over
    time or the entire metapopulation over time

8
Metapopulations
  • For a given patch, the likelihood of persistence
    for n years is simply
  • pn (1 pe)n
  • E.g. if a patch has a probability of persistence
    0.8 in a given year, the probability for 3
    years 0.83 0.512
  • If we had 100 patches, approximately 52 would
    persist and 48 would go extinct

9
Metapopulations
  • To consider the fate of the entire metapopulation
    (i.e. the probability of extinction of the entire
    population)
  • If all patches have the same probability of
    extinction, it is simply pex
  • For example, if pe0.5 across 6 patches then Px
    1-(pe)x or 0.56 0.0156 or 1.5

10
Metapopulations
  • Now that we have defined e and c, let us consider
    the basic metapopulation model
  • where f is the fraction of patches occupied in
    the system (e.g. 5/25 0.2)
  • If f is the fraction of patches occupied, then
    1-f is the fraction empty, the we can compute I
    as I pi ( 1 - f )

df / dt I -E
11
Metapopulations
  • Focusing on E, the rate at which occupied patches
    go extinct
  • E should depend upon the number of patches
    occupied as well as the extinction probability
    (pe)
  • Substituting our new values of I and E

E pef
df/dt pi (1 f) - pef
12
Metapopulations
  • This is called the propagule rain model or an
    island-mainland model, because the colonization
    rate does NOT depend on patch occupancy
    patterns-it is assumed that colonists are
    available to populate and empty patch and they
    can come from within or outside the metapopulation

df/dt pi (1 f) - pef
13
Metapopulations
  • At equilibrium the fraction of patches is
    constant, although the exact combination is
    dynamic
  • The equilibrium fraction can be derived by
    setting the rate to 0

dt/dt 0 pi pif pef and then f pi / (pi
pe)
14
Metapopulations
  • There are many important assumptions (as with any
    model), the most important being all patches are
    created equal pe and pi are constant over time
    and apply to patches irrespective of population
    size and finally, spatial arrange and proximity
    are not important to pe or pi
  • You probably can imagine how when f is high, pi
    is probably large

15
Metapopulations
  • This type of model is called the internal
    colonization model because colonization rates
    depend on current status (f) of the
    metapopulation system
  • Extinction of a patch may depend on the fraction
    of patches occupied in the system
  • When f is high, there are many potential
    colonists and pe decreases
  • This is termed the rescue effect

16
Metapopulations
  • Rescue effect and Internal Colonization Model

17
Metapopulations
  • Objectives
  • Determine how e and c parameters influence
    metapopulation dynamics
  • Determine how the number of patches in a system
    affects the probability of local extinction and
    probability of regional extinction
  • Compare propagule rain vs. internal
    colonization metatpopulation dynamics
  • Evaluate how the rescue effect affects
    metapopulation dynamics
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