population dynamics theory and biological control...in classical biological control, it may not be...

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Population Dynamics Theory and Biological Control

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Page 1: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Population Dynamics Theory and Biological Control

Page 2: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

What We Ask of Theory

What features of the parasitoid, host or environment are responsible for successful pest control in classical biological control projects

Page 3: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Components of “Success”

1. Big reduction in pest density

2. Stable suppression (regulation)

Page 4: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Hypothetical Successful Biological Control

VDB

Page 5: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Examples of Real Successful Biological Control

ashwhitefly

bean bruchid larch casebearer

B&FJ&K

Page 6: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

The Basics of Population Dynamics

How do animal populations grow?

Page 7: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Types of Population Growth Seen in Animal Populations

• Exponential- compounding growth is expected if there are no external constraints of food, habitat quality, or natural enemies

• Logistic (sigmoid)- growth is seen when growth rate de-accelerates due to a restraint

Page 8: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

II Exponential growth growth in continuous time no discrete generations. Appropriate for continuously breeding populations like human beings

dNdt

rN=

Exponential growth occurs when resources are abundant, the habitat favorable and free of significant natural

enemies. Under these conditions, densities “compound”

Page 9: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

If as densities increase, resources become less available or of lower quality, the habitat deteriorates, or natural enemy action increases, growth rates slow and become logistic rather than exponential (Var)

ExponentialLogistic

Page 10: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Concept: K, the carrying capacity of the habitat

Page 11: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

From Pearl 1925

Example of Logistic Population Growth in Fruit Flies

Page 12: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Example of Logistic Population Growth in

Paramecium

Page 13: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Why is Biological Control Useful?

• All populations eventually reach a carrying capacity and either level off or decrease.

• If caused by starvation or species-induced pollution, the habitat may be damaged.

• Biological control is valuable because natural enemies often cause populations to level off at densities lower that those set by starvation or pollution, thus protecting the habitat

Page 14: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

How is Biological Control Achieved?

• Question #1. How do natural enemies suppress a pest’s population

• Question #2. What prevents the natural enemy from driving the pest to extinction and thus inducing instability in the system?

Page 15: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Mortality factors are conceptualized as (1) density dependent vs. not, (2) physical vs biological, and (3) reciprocal vs. not

VDB

Page 16: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Simple Model: host-parasitoid population cycles.

Page 17: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

How is strong pest suppression achieved?

1. Quick parasitoid generations2. Good host finding3. Increased parasitism when and where hosts are most dense

Page 18: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

1. Quick Generation Time

Concept of GTR

Page 19: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Generation Time Ratio (GTR)Strong pest suppression (here, low Q) is associated with low GTR

(that is fast developing predators relative to their prey)

D

Page 20: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Relative predator prey development rates

D

Page 21: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

2. Good Host Finding

Natural enemies must be able to efficiently find hosts to suppress their populations

Page 22: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Host Finding Ability

• This varies by group and species and is based on many factors, especially responsiveness to kairomones from the host or host/plant complex• Discussed in chapter/lecture on parasitoid/predator biology

Page 23: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Higher host searching ability results in lower host density

M

Page 24: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

3. Increased Parasitism When and Where Hosts are Most Dense

Concept: Direct Density DependenceMechanisms: 1. functional response-eat more2. spatial response-predator aggregation

to host rich patches3. reproductive response-quick

reproduction when hosts are common

Page 25: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Density Dependency

• Direct - population thermostat• Inverse - predator saturation• Independent - abiotic mortality

Page 26: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Kinds of relatedness between mortality level and pest density as% Mortality vs density

Page 27: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Kinds of relatedness between mortality level and pest densityAs Number Killed vs Density

Num

ber

Kill

ed

Elk

Page 28: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

III. Two main causes of Density Dependence -Competition for resources -Action of natural enemies (e.g. predators,

parasites diesease)

Page 29: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Examples of processes that vary with density

B&F

Page 30: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Functional Response

• Number of prey eaten per predator varies with density• Pattern of this relationship varies but only some produce direct density dependency

Page 31: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Types of Functional Response

• Nicholson-Type I• Holling- Type II• Sigmoid – Type III• Thompson

Page 32: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

VDB

Page 33: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

var

Page 34: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Functional Response-Rarely Efficacious

•Only the Type III response is ever density dependent in action, and then only in the lower ranges of prey density•Conclusion: functional response is unlikely to focus predation on dense host patches and unlikely to produce regulation

Page 35: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Spatial Response

• If a local patch of prey increases in density, mobile predators may move to and aggregate on it

Page 36: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

20

1020

3040

50

6070

8090

100

4 4.5 5 5.5 6 6.

A

Per

cent

Par

asiti

sm

Log10 Density of First Instar Gypsy Moths per Ha

The tachinid Compsilura conncinataresponds with local positive aggregation to small patches of higher density gypsy moth larvae, as show by attack levels in artificially created local outbreaks

Page 37: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Insert picture of euonymous

Spread of natural enemies% of euonymus in landscape with Chilocorus kuwanae

Page 38: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Reproductive Response(numerical response)

• If a prey population increases in density, parasitoids or predators may increase locally at a faster rate• The predators may overwhelm the prey in 1-3 generations

Page 39: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Reproductive response of Aphytis melinus to outbreak of CA red scal

Surge of parasitism following artificially induced increase in scale density

Page 40: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Total Response

• Functional, spatial or reproductive responses may occur together to produce the total response

Page 41: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

J&K

Page 42: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Numerical Response - predator density increases in response to increases in prey density For bay-breasted warblers preying upon spruce budworm. The density of birds increases with the density of caterpillars. Functional Response - individual predators each consume more prey in response to increases in prey density. The number of caterpillars eaten per warbler increases with caterpillar density

Functional response Numerical response

Page 43: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Total response

Page 44: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Recognizing Density Dependency

Page 45: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

M

Page 46: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

var

Page 47: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

This is an example of a multi-equilibrium modelwith complex density dependence

Page 48: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Stability?

What prevents the natural enemy from driving the pest to extinction and thus inducing

instability in the system?

Page 49: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

What keeps parasitoid/hosts cycles from oscillating wildly and producing local extinctions?

var

Page 50: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

V. Laboratory Studies Experiments by Gause (1932, 1934) with Paramecium and predatory protozoan Didinium. Under most conditions, predator drove prey to extinction and thereby when extinct itself:

Instability through host extinction: In simple systems exploiters drive victims to extinction

Page 51: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

var

Page 52: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Potentially Stabilizing Mechanisms to Prevent Complete Exploitation by Predators

1. Physical refuges for pest2. Natural enemy aggregation3. Parasitoid interference4. Meta population dynamics5. Invulnerable host age class

Page 53: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Stabilizing Mechanisms Fall into Two Classes

Forces making predators less efficient• Natural enemy aggregation…..• Parasitoid mutual interference

No catch “zones” that permit pest recolonization after high enemy impact

• Physical refuges for pest… • Meta population dynamics• Invulnerable host age class

Page 54: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Density dependent natural enemy aggregation

M

Page 55: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Huffaker (1958) had similar results with herbivorous and predatory mites fed on oranges in the laboratory. Both went to extinction until he made the habitat sufficiently complex. Then he got a stable oscillation as predicted by the Lotka-Volterra model. Take home message: Laboratory studies of population dynamics frequently oversimplify.

Physical refuges for pest

Page 56: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced
Page 57: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Conflicts between Features that Depress Host Density and Allow Stability of the

Populations?

Some stabilizing features, such as parasitoid aggregation or a host refuge have the effect of allowing pest’s to be more abundant

Page 58: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

M

Page 59: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Meta Population Dynamics

Another stabilizing mechanism postulated to exist is the concept that a spatial mosaic of populations (=meta population)

Two mechanisms are possible”1. Many desynchronized populations2. Systems in which the host is a better

colonizer than the natural enemy, conferring on it some “enemy free” habitat patches

Page 60: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Butterfly occupies most habitat patches, even the more isolated ones

Parasitoid is restricted to less isolated patches

more isolated less isolated

van Nouhuys and Hanski, JAE 2002

Page 61: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Invulnerable pest age class

1. Bill Murdoch has recently shown that the mechanism for stability in the Aphytis melinus/ CA red scale system in citrus occur on a local spatial scale (the tree, therefore not a meta population explanation)

2. The stabilizing mechanism is that there is an invulnerable host stage (the adult female) that is long lived relative to the lifestages of the parasitoid

3. Therefore, if a scale patch induces a parasitoid upsurge (through quick parasitoid reproduction), the progeny of the parasitoids will have declined in number before the scale’s invulnerable age class dies off.

Page 62: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Results of field experiment. Top figure shows change in scale numbers after artificial enhancement of scale. Middle and bottom figure show increase in A. melinus stages through numerical response to scale population change(source, this and next three slides: Murdoch et al, Science, 2005)

Page 63: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Model of scale and parasitoid interactions

Page 64: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Model predictions of scale /parasitoid interaction

Page 65: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Outcome in field

Page 66: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Natural Enemy ReplacementIn classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced and if by chance less effective species come first, these may later be out competed and replaced by subsequently introduced, more efficient species.

Page 67: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Var

Page 68: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Simulation Modeling

Understanding of system can be assessed by building a

simulation model of how you think it is working

Page 69: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

J&K

Page 70: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

M&B

Page 71: Population Dynamics Theory and Biological Control...In classical biological control, it may not be obvious at first which natural enemies is best. If a series of species are introduced

Can Theory Help Us Pick More Effective Natural Enemies?

• Food web analyses to identify type of natural enemy needed?

• Models to predict impact of specific species?

• Attributes that indicate the right type of species to introduce