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Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging 1 If species act independent the coefficient of variation of aggregate ecosystem properties is expected to decrease to the root of species richness. Aggregate properties are particularly: Biomass Total abundance Productivity Assimilation Michel Loreau

Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

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Page 1: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

Function and diversity

David Tilman (1949-

The Portfoilio effectStatistical averaging

𝐶𝑉 ∝1

√𝑆

If species act independent the coefficient of variation of aggregate ecosystem properties is expected to decrease to the root of species richness.

Aggregate properties are particularly:BiomassTotal abundanceProductivityAssimilation

Michel Loreau

Page 2: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

The law of the minimum and ecosystem functioning

Species at minimum limit the functioning of ecosystem properties

Point of fast change

Ecosystem functioning increases non-lineary with species richness.

This model works if species form functional guilds whose members have equivalent properties.

Point of fast change

Average performance without limiting effectsPerformance with limiting effects

𝐶𝑉 ∝1

√𝑆

Page 3: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

The law of the minimum

Justus von Liebig (1803-1873)

Euryoecious organisms tolerate a wider range of

habitat conditions.Stenoecious organisms have

limited tolerance.

Limiting factors:LightWaterSpaceNutrients

Phot

osyn

theti

c ac

tivity

Temperature

Precipitation

Water is the limiting factor for photosynthetic rates with respect to

temperature

Page 4: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

Variance and covariance of native savannah plants at Cedar Creek in relation to species diversity.

147 experimental plots at Cedar Creek in Minnesota

120 samples from undisturbed native Minnesota grasslands.

y = 12.8Ln(x) + 11.5R 2 = 0.96

0

10

20

30

40

50

60

0 10 20Number of species

Tota

l pla

nt c

over

(%)

y = 28.6Ln(x) - 10.7R 2 = 0.77

0

20

40

60

80

100

0 10 20Number of species

Tota

l pla

nt c

over

(%)

LTER – Long term ecological research at Cedar Creek, Minnesota

Tilman 1999, Ecology 80: 1455-1474

Page 5: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate
Page 6: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

Grassland aboveground biomass depends on several factors among which locality, diversity and functional diversity are of major importance.

Results of the BIODEPTH experiment

Grassland productivity declines as the number of functional groups decreases.

Hector et al. 1999, Science 286, 1123-1127

Source of variation SS % SS F pLocality 12.4 28.3% 24.7 < 0.00001Species richness 6.6 15.1% 7.15 < 0.00001Functional group richness 1.17 2.7% 6.34 0.002Assemblage 17.1 39.0% 1.29 0.2Locality x Assemblage 2.08 4.7% 3.77 < 0.00001Residual 4.46 10.2%Total 43.81

Page 7: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

0

5

10

15

20

25

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0 20 40 60 80

Species richness

Ba

cte

rial r

esp

iratio

n

z

0

5

10

15

20

25

30

0 20 40 60 80

Species richness

Ba

cte

rial r

esp

iratio

n

z

Biodiversity and bacterial activity

Bacterial species richness influences respiration of soils from beech stands.

Respiration is not a linear function of bacterial richness

This points to the existence of redundant species

28 days experimental time

Day 0-7

Day 14-28

Day 7-14

Bell et al. 2005, Nature 436: 1157-1160

Page 8: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

The current state of art:

• Ecosystem functioning depends not such much on species richness but on richness of functional groups (ecologigal guilds)

• Productivity increases with plant functional group richness

• Stability increases with plant functional group richness

• Drought restistance increase with plant functional group richness

• Bacterial species richness promotes efficiency of bacterial services like breakdown of pollutants

• Decomposition increases with eukaryotic species richness

• Total bacterial activity increases with bacterial foodweb complexity

• Stability decreases with dispersal among patches

• Habitat fragmentation and species richness act synergistically and decrease stability

Page 9: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

How do diversity and stability depend on productivity?

Species richness peaks often at intermediate productivity

Page 10: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

0

50

100

150

200

250

0 500 1000 1500Evapotranspiration

S

Palearctic birds

0

50

100

150

200

250

0 500 1000 1500Evapotranspiration

SPalearctic butterflies

Evapotranspiration is the sum of evaporation and transpiration, hence the total amount of water going from living organismas and the soil into the atmosphere.

It is a measure of total energy input.

Hawkins et al. 2003, Ecology 84: 3105-3117

Species richness often peaks at intermediate degrees of evapotransiration.

Page 11: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

Bird species numbers are correlated with annual evapotranspiration and temperature.

Hawkins et al. 2003, Ecology 84: 3105-3117

Page 12: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

0

20

40

60

80

100

Humped Positive Negative U-shaped

None

Pe

rce

nt

z

Continental scale

0

20

40

60

80

100

Humped Positive Negative U-shaped

None

Pe

rce

nt

z

Regional

0

20

40

60

80

100

Humped Positive Negative U-shaped

None

Pe

rce

nt

z

Local scale

Gillman, Wright, 2006, Ecology 87: 1234-1243

The influence of productivity on the species richness of plants

Meta-analysis found very variable patterns of the productivity species richness relationship at local scales.

Above the local scale plant species richness increases with productivity.

Page 13: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

Patterns of fish species richness in China’s lakes

Zhao et al. 2006, Gl. Ecol. Biogeogr.

Page 14: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

Fish species richness scales significantly with altitude and maximum depth of a lake

Lake volume is of minor importance

020406080

100120140

1 10 100 1000 10000

Altitude [m]

S

R2 = 0.75

020406080

100120140

1 10 100 1000

Maximum depth [m]

S

R2 = 0.34

020406080

100120140

0.001 0.1 10 1000

Lake volume [108 m3]

S

020406080

100120140

0.1 10 1000 100000

Lake area [km2]

S

Page 15: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

Main determinants of fish species richness were annual PET, altitude, and lake area.

1

10

100

1000

-10 0 10 20 30

Mean annual temperature

S

R2 = 0.43

1

10

100

1000

0 500 1000 1500

Annual potential evapotranspiration [mm]

S

R2 = 0.57

1

10

100

1000

0 500 1000Annual actual

evapotranspiration [mm]

S

R2 = 0.53

1

10

100

1000

0 500 1000 1500 2000

Annual precipitation [mm]

S

R2 = 0.40

Page 16: Function and diversity David Tilman (1949- The Portfoilio effect Statistical averaging If species act independent the coefficient of variation of aggregate

Productivity and stability

Are tropical populations more stable than populations in temperate or arctic regions?

0

1

2

3

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5

0 20 40 60 80Latitude

CV

Taxon r PHemiptera 0.01 >0.1Hymenoptera -0.72 <0.01Lepidoptera -0.37 <0.001Falconiformes -0.85 <0.01Galliformes 0.22 >0.1Passeriformes -0.28 <0.01Strigiformes 0.7 >0.1Artiodactyla 0.21 >0.1Carnivora 0.71 <0.01Insectivora -0.09 >0.1Lagomorpha -0.99 <0.001Rodentia 0.32 <0.01

0

1

2

3

4

5

0 20 40 60 80

CV

There is no general latitudinal trend in population variability Vazquez, Stevens, 2004, Am. Nat 164: E1-E19