Climate Change Applications of Ecological Niche Modeling

38
Effects of Global Climate Change on Birds Town Peterson Biodiversity Institute University of Kansas

Transcript of Climate Change Applications of Ecological Niche Modeling

Page 1: Climate Change Applications of Ecological Niche Modeling

Effects of Global Climate Change on Birds

Town PetersonBiodiversity InstituteUniversity of Kansas

Page 2: Climate Change Applications of Ecological Niche Modeling
Page 3: Climate Change Applications of Ecological Niche Modeling
Page 4: Climate Change Applications of Ecological Niche Modeling
Page 5: Climate Change Applications of Ecological Niche Modeling
Page 6: Climate Change Applications of Ecological Niche Modeling
Page 7: Climate Change Applications of Ecological Niche Modeling
Page 8: Climate Change Applications of Ecological Niche Modeling
Page 9: Climate Change Applications of Ecological Niche Modeling

Niche Modeling and Climate Change

• Move from speculation to prediction• Objective, quantitative approaches to

anticipating climate change effects on biodiversity

• Techniques broadly applicable … understanding and anticipating biodiversity shifts, species invasions, disease risk, etc.

Page 10: Climate Change Applications of Ecological Niche Modeling

Abiotic niche

Biotic interactionsAccessibility

Area presenting appropriate combinations of abiotic and biotic conditions (= potential distribution)

Actual geographic distribution(abiotic and biotic conditions fulfilled,accessible to dispersers)

Page 11: Climate Change Applications of Ecological Niche Modeling

Timescale and Conservatism

Page 12: Climate Change Applications of Ecological Niche Modeling

Niche Conservatism and Climate Change• Niches are conserved across reasonable

periods of evolutionary time• Niches of species are not expected to change

over time periods as short as in the current period of “global warming”

• Therefore, we can—at least as an initial assumption—be confident that niche evolution will not be an important factor in species’ responses to current climate change

Page 13: Climate Change Applications of Ecological Niche Modeling

Direct climate effects

Page 14: Climate Change Applications of Ecological Niche Modeling
Page 15: Climate Change Applications of Ecological Niche Modeling
Page 16: Climate Change Applications of Ecological Niche Modeling

Mountains vs Flatlands

Page 17: Climate Change Applications of Ecological Niche Modeling

Steller’s Jay beforeSteller’s Jay afterPygmy Nuthatch beforePygmy Nuthatch after

Page 18: Climate Change Applications of Ecological Niche Modeling

Baird’s Sparrow beforeBaird’s Sparrow afterLesser Prairie-Chicken beforeLesser Prairie-Chicken after

Page 19: Climate Change Applications of Ecological Niche Modeling

Mountains vs Flatlands

Percent Change - No Dispersal

0

2

4

6

8

10

12

14

0 10 20 30 40 50 60 70 80 90

Percent change

Freq

uenc

y

Centroid Distance - No Dispersal

0

2

4

6

8

10

12

0 50 100 150 200 250 300 350

Distance (km)Fr

eque

ncy

Green = montane speciesBlue = flatlands species

Page 20: Climate Change Applications of Ecological Niche Modeling

It’s Happening …

Page 21: Climate Change Applications of Ecological Niche Modeling
Page 22: Climate Change Applications of Ecological Niche Modeling
Page 23: Climate Change Applications of Ecological Niche Modeling

INDirect effects via marine intrusion

Page 24: Climate Change Applications of Ecological Niche Modeling

Coastline Topography and Marine Intrusion

Page 25: Climate Change Applications of Ecological Niche Modeling

New Zealand - Coromandel Coast

Page 26: Climate Change Applications of Ecological Niche Modeling

South Coast New Guinea

Page 27: Climate Change Applications of Ecological Niche Modeling

The Americas

Page 28: Climate Change Applications of Ecological Niche Modeling

Global Projected Extinctions from Marine Intrusion

Global Species Losses: 181 species under the 1 m scenario 337 species under the 6 m scenario out of 18,628 current species considered

Page 29: Climate Change Applications of Ecological Niche Modeling

North Carolina Coast Study

• Department of Energy funding• Special opportunity because digital elevation

model resolved to 1 cm vertically for NC coast• First exploration of climate change effects on

ecosystem shifts using correlational tools

Page 30: Climate Change Applications of Ecological Niche Modeling
Page 31: Climate Change Applications of Ecological Niche Modeling
Page 32: Climate Change Applications of Ecological Niche Modeling
Page 33: Climate Change Applications of Ecological Niche Modeling

COMPOUND effects: Climate change and marine intrusion

Page 34: Climate Change Applications of Ecological Niche Modeling

Mexican Sheartail Doricha eliza

Page 35: Climate Change Applications of Ecological Niche Modeling

Joint Effects

Double whammy More species affected

Page 36: Climate Change Applications of Ecological Niche Modeling

Joint Effects (Preliminary)

0

20

40

60

0 20 40 60 80

Per

cent

loss

ow

ing

to in

unda

tion

Percent loss owing to climate change

Page 37: Climate Change Applications of Ecological Niche Modeling

Conclusions

Page 38: Climate Change Applications of Ecological Niche Modeling

General Geographic Expectations for Biodiversity

Species will respond in general by – moving to track appropriate conditions– adapting to new conditions– going extinct if failing both of the above

Geographic tracking will generally be – upward in elevation– poleward in latitude

BUT Species are individualistic in their responsesDispersal abilities will be key in system behaviorEffects will be more serious in flatlands systems than in montane systemsEffects will be more serious in bounded systems than in continuous/contiguous systems