Seguing into from populations to communities Species interactions LotkaVolterra equations Competition Adding in resources Species interactions Competition Predation Herbivory ID: 760065
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Slide1
Ecology 8310Population (and Community) Ecology
Seguing into from populations to communities
Species interactions
Lotka-Volterra
equations
Competition
Adding in resources
Slide2Species interactions:
Competition (- , -)
Predation (+ , -)
(
Herbivory
, Parasitism, Disease)
Mutualism (+ , +)
None (0 , 0)
Slide3Species interactions:
1
a
11
a
14
=0
4
a
12
2
a
ij
>0
a
ij
<0
a
13
3
6
a
16
5
a
15
a
ij
gives the per capita effect of species j on species i’s per capita growth rate,
dN
i
/
N
i
dt
Slide4Generalized Lotka-Volterra system:
Special cases:
Exponential model: all a’s=0
Logistic model: a
ii
<0; others =0
Slide5N
2
N
1
dN
1
/N
1dt
Slope = a12
Slope = a
11
Slide6N
2
N
1
dN
1
/N1dt
Slope = a12
Slope = a11
Slide7Species interactions:
1
a
11
a
12
2
a
ij
>0
a
ij
<0
a
13
3
a
31
4
a
21
a
44
What can you say about the interactions between these species?
Which are interspecific competitors?
Which are predator and prey?
Which are mutualists? Which show self limitation?
a
4
3
a
34
Slide8Competition:
1
a
12
2
a
21
a
11
a
22
Alternate terminology:
α
ij
=
a
ij/aii , the effect of interspecific competition relative to the intraspecific effect (e.g., how many of species i does it take to have the same effect as 1 individual of species j?)
Arises when two organisms use the same limited resource, and deplete its availability(intra. vs. interspecific)
1
2
R
Slide9Competition:
1
a
12
2
a
21
a
11
a
22
Slide101
a
12
2
a
21
a
11
a
22
Can we use this model to understand patterns of competition among two species (e.g., coexistence and competitive exclusion)?
E.g.,
Paramecium
experiments by Gause…
Competition:
Slide11Classic studies of resource competition by Gause (1934, 1935)
Paramecium aurelia
Paramecium bursaria
Paramecium caudatum
Slide12Competitive exclusion:
P. aurelia
excludes
P. caudatum
Slide13Paramecium
caudatum
Paramecium
bursaria
In contrast…
Why this disparity, and can we gain insights via our model?
Slide141
a
12
2
a
21
a
11
a
22
Competition:
Slide15At equilibrium, dN/Ndt=0:
Competition:
Slide16N
1
N
2
Phase planes:
K
1
/α12
Graph showing regions where dN/Ndt=0 (and +, -); used to infer dynamics
Species 1’s zero growth isocline…
dN
1
/N
1
dt=0
K
1
Slide17N
1
N
2
Phase planes:
K
1
/α12
What if the system is not on the isocline. Will what N
1 do?
dN1/N1dt=0
K
1
Slide18N
1
N
2
Phase planes:
K
2
dN
2
/N2dt=0
K
2
/
α
21
Slide19N
1
N
2
Phase planes:
K
1
/α12
Putting it together…
dN1/N1dt=0
K1
dN
2/N2dt=0
Species 2 “wins”:
N
2
*
=K
2
, N
1
*
=0
(reverse to get Species 1 winning)
K
2
/
α
21
K
2
Slide20N
1
N
2
Phase planes:
K
1
/α12
Your turn…. For A and B:Draw the trajectory on the phase-planeDraw the dynamics (N vs. t) for each system.
dN1/N1dt=0
K1
dN
2/N2dt=0
K
2
/α21
K2
A
B
Slide21N
1
N
2
Phase planes:
K
1
/α12
Another possibility…
dN1/N1dt=0
K1
dN
2/N2dt=0
“It depends”: either species can win, depending on starting conditions
K
2
/
α
21
K
2
Slide22N
1
N
2
Phase planes:
K
1
/α12
dN1/N1dt=0
K1
K
2/α21
K2
Your turn….
D
raw the dynamics (N vs. t) for the system that starts at:Point APoint B
A
B
Slide23N
1
N
2
Phase planes:
K
1
/α12
dN1/N1dt=0
K1
K
2/α21
K2
Now do it for many starting points:
Separatrix
or manifold
Slide24N
1
N
2
Phase planes:
K
1
/α12
A final possibility…
dN1/N1dt=0
K1
dN
2/N2dt=0
Coexistence!
K
2
/
α
21
K
2
Slide25N
1
N
2
Phase planes:
K
1
/α12
“Invasibility”…
dN1/N1dt=0
K1
dN
2/N2dt=0
Mutual invasibility
coexistence
!Why: because each species is self-limited below the level at which it prevents growth of the other
K2/α21
K
2
Slide26N
1
N
2
Invasibility:
K
1
/α12
Contrast that with…
dN1/N1dt=0
K1
dN
2/N2dt=0
Neither species can invade the other’s equilibrium (hence no coexistence).
K2/α21
K2
Slide27N
1
N
2
Coexistence:
K
1
/a12
dN1/N1dt=0
K1
dN
2/N2dt=0
K
2/a21
K2
Slide28Coexistence:
“intra > inter”
Coexistence
requires that the strength of intraspecific competition be stronger than the strength of interspecific competition.
Resource partitioning
Two species cannot coexist on a single limiting resource
Slide29Can we now explain Gause’s results?
Paramecium aurelia
Paramecium bursaria
Paramecium caudatum
Bacteria in water column
Yeast on bottom
Slide30Resources:
But what about resources?
(they are “abstracted” in LV model)
Research by David Tilman
Slide31Resources:
Followed population growthand resource (silicate) when alone:
Data = points.
Lines = predicted from model
Slide32Resources:
What will happen when growth together: why?
Slide33Resources:
R*: resource concentration after consumer population equilibrates (i.e., R at which Consumer shows no net growth)
Species with lowest R* wins (under idealized scenario: e.g., one limiting resource).
If two limiting resources, then coexistence if each species limited by one of the resources (intra>inter): trade-off in R*s.
Slide34Next time:
Tilman's
R* framework