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Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There can be effects beyond the pair of species Indirect effect: An effect of one species on another that occurs via an effect on a third species

Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

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Page 1: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Beyond keystone predation

• Predation is a pairwise interaction• Interference competition is a pairwise interaction• Effects on the two species involved• There can be effects beyond the pair of species• Indirect effect: An effect of one species on

another that occurs via an effect on a third species

Page 2: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

A surprisingIndirect effectPrey

Predator #2Predator #1

+ +--

RESOURCE COMPETITIONnegative effects caused via a shared victim

Page 3: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Indirect effect

Predator

Herbivore

Plant

+

+

-

-

Increase predator Decrease Herbivore Increase Plant

TROPHIC CASCADEeffects produced 2 or more trophiclevels down from top predator

Page 4: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Indirect effectPredator

Prey #2Prey #1

+ +

- -

Decrease prey #1 Decrease Predator Increase Prey #2

APPARENT COMPETITIONnegative effects caused via a shared enemy

Page 5: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Apparent competition• Can play a role in effects of

invasions• Novel pathogens can have

devastating effects on natives– American Chestnut– Pollen data for eastern forests

• White oak 25-65% of stems• Hickory 5-15%• Am. Chestnut 5-15%

• Parallel story for American Elm

Page 6: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Apparent competition Settle & Wilson 1990

• Invasion effects via native enemies– Variegated leaf hopper VLF

(Erythroneura elegantula)– Grape leaf hopper GLF

(Erythroneura variabilis)• Feed on grape• in California GLF native; VLF invasive• 1980s: as VLF spread in San Joaquin

Valley, GLF declined

Page 7: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Parasitoid• Anagrus epos• Egg parasitoid• Attacks both, prefers GLH• as proportion of VLH

increases, proportion of unparasitized eggs that are VLF increases

• and therefore proportion parasitism of GLH increases

Page 8: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Reductions of GLF

• Interspecific competition detectable, but not particularly strong or asymmetrical

• Apparent competition seems to be the main driver of replacement of GLF by VLF

Page 9: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Indirect effect

INTRAGUILD PREDATIONPreying on your competitor

Resource

Intraguild Predator

Intraguild prey

+

+

--

+-

Page 10: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Intraguild predation (IGP)

• Intraguild predator and intraguild prey are competitors

• For IGP to be stable, intraguild prey must be better competitors for the shared resource than intraguild predators– otherwise intraguild prey must have access to

resources unavailable to intraguild predators• high productivity favors intraguild predators• low productivity favors intraguild prey

Page 11: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Intraguild predation (IGP)

Productivity (Carrying capacity for resource)

ResourceResource +Intraguild prey

Resource +Intraguild prey +Intraguild predator

Resource +Intraguild predator

Page 12: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Intraguild predation (IGP)

• Diehl & Feissel 2001• Tested this with:

– Bacteria (=resource)– Tetrahymena (=intraguild prey)– Blepharisma (intraguild predator)

Page 13: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Indirect effect

Decrease predator #1 Increase Prey #1 Decrease Prey #2 Decrease Predator #2

INDIRECT PREDATOR MUTUALISMpositive effects of one predatoron another via competing prey

Predator #1

Prey #2Prey #1

+ +

- -

Predator #2

-

-

Page 14: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Indirect effects

• Possibilities are complex• Become more complex with more species• Two problems:

– 1. How do you detect indirect effects?– 2. How important are indirect effects in

determining community composition?

Page 15: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Kinds of indirect effects

• Up to this point – density mediated effects

• direct interactions produce effects that in turn have effects on other species

• other possibilities exist

Page 16: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Kinds of indirect effects

• Chains of interactions– effects of one species’ population propagate

through chains (or networks) of other direct interactions like competition and predation

– also called “density mediated interactions”• Interaction modification

– the presence of one species alters in some way the direct interaction of two other species

– also called “trait mediated interactions”

Page 17: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Density vs. Trait mediated interactions

A

B

C

increase C, increases B, which indirectly decreases A

A

B

C

A C

the presence of B changes something about how A and C affect one another

Page 18: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Examples of trait mediated interactions

• Apocephalus sp.– phorid fly– parasite of ants

• Pheidole diversipilosa– host

• Other ant species competing for food– presence of competitors improves

Apocephalus ability to find and to parasitize P. diversipilosa

• Presence of Apocephalus at food– reduces competitive ability of P.

diversipilosa

Page 19: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Detecting indirect effects

• You must know something about the pairwise direct interactions within the community

• You often must do experiments, typically species removals and additions

• If you don’t know which pairwise interactions are present, indirect effects may be interpreted incorrectly even in an experiment

Page 20: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Misinterpreting an indirect effect in an

experiment

Predator #1

CompetitorPrey

+

+

-

-

Predator #2

-

-

• Remove predator #2• Predator #1 increases• Prey decreases• Competitor increases• If you don’t know the

interactions, it looks like Predator #2 might prey on Competitor

Page 21: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

The importance of indirect effects

• Commonly assumed that – direct effects are strong– indirect effects are weak

• Relative to any single direct effect, indirect effects may be stronger, more important determinants of species composition and diversity

• Data? (Wootton 1994)

Page 22: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Intertidal invertebrates (again)

Predatory snailNucella

Goose N. Barn.Pollicipes

Acorn BarnacleSemibalanus

+

+Birds(crows, gulls)

--

MusselMytilus

-

--

-

-

+

-

+

-+

-

-

Sea starLeptasterias -

+

+ -

-

+

Page 23: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Interactions in intertidal• Observation: Exclude bird predation (cages)

– Nucella: decreases relative to control (2 - 4 X)– Pollicipes: increases relative to control (~5 X)– Semibalanus: decreases relative to control (3 - 7 X)– Mytilus: decreases relative to control (to 70%)

• Excluding predator:– 2 prey species decrease – 1 non-prey species decreases– 1 prey species increases

Page 24: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Understanding this effect

• A hypothesis to explain this result• Which direct interactions are strong?

– affect numbers of individuals• Which direct interactions are weak?

– do not affect numbers of individuals

Page 25: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Hypothesis #1: strong & weak interactions

Predatory snailNucella

Goose N. Barn.Pollicipes

Acorn BarnacleSemibalanus

+

+Birds(crows, gulls)

--

MusselMytilus

-

--

-

-

+

-

+

-+

-

-

Sea starLeptasterias -

+

+ -

-

+

Page 26: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Hypothesis #2: strong & weak interactions

Predatory snailNucella

Goose N. Barn.Pollicipes

Acorn BarnacleSemibalanus

+

+Birds(crows, gulls)

--

MusselMytilus

-

--

-

-

+

-

+

-+

-

-

Sea starLeptasterias -

+

+ -

-

+

Page 27: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Hypothesis #3: strong & weak interactions

Predatory snailNucella

Goose N. Barn.Pollicipes

Acorn BarnacleSemibalanus

+

+Birds(crows, gulls)

--

MusselMytilus

-

--

-

-

+

-

+

-+

-

-

Sea starLeptasterias -

+

+ -

-

+

Page 28: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Hypotheses new predictions

• Remove Pollicipes with birds excluded–H #1: Mytilus, Semibalanus, Nucella all

increase–H #2: Mytilus, Semibalanus increase–H #3: Mytilus only increases

• vs. birds excluded only

Page 29: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Hypotheses new predictions

• Exclude birds after removing Pollicipes –H #1: no effects–H #2: Nucella decreases, Leptasterias

increases–H #3: Semibalanus, Nucella decrease,

Leptasterias increase • vs. removing Pollicipes only

Page 30: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Experiment 1Manipulate Pollicipes without birds

Predatory snailNucella

Goose N. Barn.Pollicipes

Acorn BarnacleSemibalanus

+

-

-

MusselMytilus

-

--

-

+

-

-

BirdsEXCLUDED

SeastarLeptasterias

+

-

+-

Page 31: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Experiment 2.Manipulate birds without Pollicipes

REMOVE Pollicipes

Predatory snailNucella

Acorn BarnacleSemibalanus

+

+

-

Birds(crows, gulls)

MusselMytilus--

-

-

+

-

SeastarLeptasterias

+

-

+-

Page 32: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Results of experiment 1

• Remove Pollicipes in cages that exclude birds– Mytilus increases (2 X)– Semibalanus increases (7 X)– Nucella increases (3.6 x)

• compared to cages with Pollicipes• As predicted by hypothesis #1• Inconsistent with hypotheses #2 & #3

Page 33: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Results of experiment 2

• Exclude birds (cages) after removing Pollicipes – Mytilus unaffected– Semibalanus unaffected– Nucella unaffected

• compared to no exclusion of birds after removing Pollicipes

• As predicted by hypothesis #1• Inconsistent with hypotheses #2 & #3

Page 34: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

More...• Experiment 3. Removal of Nucella

– no effects on Pollicipes, Semibalanus, Mytilus

– As predicted by hypothesis #1– Inconsistent with hypotheses #2 & #3

• Experiment 4. Removal of Semibalanus– Nucella decreases– As predicted by hypothesis #1– Inconsistent with hypotheses #2 & #3

Page 35: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Path analysis• Statistical technique for estimating

direct and indirect effects among observational variables

• Analysis predicts important direct paths are:– birds Pollicipes– Pollicipes Mytilus, Semibalanus, Nucella– Semibalanus Nucella– Mytilus Semibalanus

• Most similar to Hypothesis #1

Page 36: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Overall...• Experiment, alterntive hypotheses, new

predictions, new experiments• Sophisticated experiments to test

indirect effects• Statistical technique combined with

experiments• Hypothesis #1 clearly supported• Indirect effects of primary importance in

this system

Page 37: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Trophic cascades

• Hairston, Smith, Slobodkin, 1960. Am. Nat.– Green earth argument– predators limit herbivorous prey and so enhance

production & populations of plants• Examples: Morin pp. 214-221

Predator

Herbivore

Plant

+

+

-

-

Page 38: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Trophic cascades• May involve more than trophic interactions• May cross ecosystem bondaries• Ecosystem engineers: species affect

others, but the interaction has no effect on their own fitness or population growth– Large herbivores– Burrowing species– Fire-prone species

• Trophic cascades can work through ecosystem engineers

Page 39: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Foxes on Aelutian IslandsCroll et al. 2005

• Beginning 1900– Foxes

introduced– Absent on

some

• Effects– Reduced bird

density– Vegetation

change– Change in

nutrient import

Page 40: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Resource subsidy from marine system

hunting

defecating

N, P

Page 41: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Effects of foxes as predators• Without Foxes• Large nesting bird

populations• Lots of guano input

– N, P– high soil P

• More grass, less shrub• Greater grass biomass

• With Foxes• Bird populations reduced

(100x)• Reduced guano input

– low soil P (60x)• Less grass (3x), more shrub

(10x)• Less grass biomass (3x)

Page 42: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

significance• Importance of subsidies from one

ecosystem to another• Importance of predation, even predation

several trophic levels removed – trophic cascade

• Trophic cascades can include nontrophic interaction.– Birds impact via ecosystem engineering,

not feeding– This type of effect rarely demonstrated

Page 43: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Trophic cascades across system boundaries(Knight et al. 2005)

• Species with complex life cycles– Aquatic larvae – terrestrial adults– Amphibians, Odonates, Mosquitoes, many

insects– How do predators in one environment

(aquatic) affect trophic systems in the other (terrestrial)?

Page 44: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Fish predation

• Dominant factor in freshwater systems• Influences abundances of many invertebrates

Page 45: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Knight et al.• Eight ponds

– 4 with fish (Sunfish)– 4 without fish– Not experimental

• Dragonflies– Abundances

significantly lower in and around fish ponds vs. no fish ponds.

– Particularly for medium and large dragonflies

Page 46: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Plants and pollinators• St. John’s Wort• More pollinators near fish

ponds– More Diptera, Lepidoptera,

& especially Hymenoptera

Page 47: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Knight et al.

• Fish – Reduce dragonflies– Increases pollinators

• Does this matter to the plants?• Does reduced pollinator density near

fishless ponds reduce plant reproductive success?

Page 48: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Knight et al.• Pollen supplementation

– St. John’s wort

• Supplemental pollen increases seed set near both fish and fishless ponds– Magnitude of increase ~3X greater near fishless

ponds (where pollinators are reduced)– Similar for Sagittaria as well

Page 49: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Effects on pollinators

• Data suggest that effects of dragonflies on pollinators is both density mediated and trait mediated

• Pollinators avoid behaviorally areas with lots of dragonflies

Page 50: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Effects of fish• Solid –

direct• Dashed

- indirect

Page 51: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Significance

• Interactions cross community boundaries• Complex life cycles

– Dragonflies– Other insects– Link terrestrial and aquatic communities

Page 52: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Disturbance and stress

• Disturbance and stress can be accommodated with isoclines

• Assessment of the conditions necessary for coexistence of e.g., competitors

• Chase & Leibold Fig. 2.11

Page 53: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Stress-Resource isoclines

R

Ssp. 1

sp. 2

species 1 only

species 2 only

Page 54: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Nonequilibrium coexistence

• Chase & Leibold– Ch. 6– especially pp. 99-101

• Tradeoffs create equilibrium conditions• Analysis has primarily concerned

conditions where dN / dt = 0• conditions with dN / dt ≠ 0 …

Page 55: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Variation

• intrinsic– variation in e.g., species abundance

produced by deterministic dynamics of population(s)

– cycles, chaos– e.g., Lotka-Volterra predation, logistic

population growth with discrete generations

Page 56: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Variation

• extrinsic– variation imposed on populations or communities

by changing environmental conditions– typically postulated as temporal variation– historical argument: Temporal variation disrupts

equilibrium determined by species interactions– Thus facilitates nonequilibrium coexistence of

competitors

Page 57: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Environmental harshness

• ideas parallel those on extrinsic variation

• harsh environment (stress)– causes mortality– reduces impact of competition– facilitates coexistence

Page 58: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Harsh or fluctuating conditions• coexistence of competitors is actually not favored by

harsh conditions• harsh conditions may actually reduce the likelihood of

coexistence• fluctuating conditions sometimes can increase the

likelihood of coexistence– do so when extrinsic variation provides "niche opportunities"– species benefit differentially from fluctuations– different species favored at different points along

environmental variable that fluctuates

Page 59: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Some relevant references• Chesson, P 2000. Mechanisms of maintenance of

species. Annual Review of Ecology & Systematics 31:343-366

___________________________________________• Chesson, P & N Huntly 1997. American Naturalist

150:519-553• Pake, CE & DL Venable 1995. Ecology 76:246–61• Pake, CE & DL Venable 1996. Ecology 77:1427–35• Cáceres, CE 1997. Proceedings of the National

Academy of Sciences USA 94:9171-9175

Page 60: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Harsh conditions• increase mortality (m)• in resource competition that raises R*

– R* = K1/2m / [ pFmax - m ]

• affects all species the same way– does not alter outcome of competition – may slow down approach to equilibrium

• affects species differently– may reverse competitive outcome– isocline model for effect of stress

Page 61: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Stress-Resource isoclines

R

Ssp. 1

sp. 2

species 1 only

species 2 only

Page 62: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Mechanisms of coexistence

• Fluctuation independent– resource differences, trade offs, etc.– the previous lectures on competitive coexistence– can operate in either fluctuating or constant

environments

• Fluctuation dependent– mechanisms that require environmental fluctuation– deterministic (e.g., seasonal)– stochastic (random)

Page 63: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Fluctuation dependent mechanisms• Storage effect

– differential responses to environment– buffered population growth– covariance between effects of environment

and competition (+)• Relative nonlinearity of competition• Both involve "temporal niches"

– concentrates intraspecific effects in time– greatest intraspecific effect at those times

that most limit its population

Page 64: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Storage effect

• differential responses to the environment– different species have greatest population

growth at different values of environmental variable(s) that fluctuate

Page 65: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Storage effect

• covariance between environment and competition– intraspecific competition greatest when a

species is favored by the environment– interspecific competition greatest when the

species’ competitors are favored• sounds as though species would be

greatly harmed by competition when rare

Page 66: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Storage effect• buffered population growth

– resting, inert, or otherwise invulnerable stages– resting eggs– dormant stages– invulnerable, long-lived adults

• limits impact of competition when a species is not favored– species escapes those times when it does not

have an advantage

Page 67: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Storage effect• differential responses, covariance of

environment and competition, & buffered population growth

• combined they render the impact of intraspecific competition on population growth greater than that of interspecific competition

Page 68: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Examples of storage effect

• Cáceres 1997– Daphnia– dormant eggs

• Pake & Venable 1995– desert rodents

• Pake & Venable 1996– desert plants– seed banks

Page 69: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Nonlinearity of competition (fluctuating environment)

Page 70: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Nonlinearity• species a has advantage (greater resource dependent

growth) on average in the fluctuating environment or in a constant environment (arrow)

• greater fluctuation of environment favors growth of species b

• nonlinearity of species a causes fluctuation of competitive factor F when a is abundant and b is rare (benefits b)

• species b causes less fluctuation of competitive factor F when b is abundant and a is rare (benefits a)

Page 71: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

Implications• "Niche differences" essential for

coexistence of competitors– differences in limiting factors

• Fluctuations are important as alternative aspects of the environment that limit a species

• In a sense variation becomes another resource axis– Chase & Leibold Fig. 6.3

Page 72: Beyond keystone predation Predation is a pairwise interaction Interference competition is a pairwise interaction Effects on the two species involved There

variation as a resource

Mean Resource

Var

iabi

lity

of R

esou

rce

1 2 3