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The importance of models —dynamics of
extinction and their drivers from the Miocene to the
last 40 years
Liliana M. Dávalos

University of Basel

16 February 2017
!
Who am I? Biogeographer
Focus first part
Biological
diversity
Colonization,
speciation
Extinctionincrease decrease
The West Indies
Dávalos,& Turvey 2012 Bones,
Clones, and Biomes
Why are so many
mammals extinct?
Climate? Humans?
Dávalos & Russell 2012 Ecol. Evol.
Timing is everything Cooke, Dávalos et al. 2017 Annu. Rev.
Ecol. Evol. Syst.
What are the effects of
these extinctions?
Rabosky & Hurlbert 2015 Am. Nat.
MacArthur & Wilson 1963 Evolution
Rojas, Warsi, Dávalos.
2016 Syst. Biol.
Data on Greater
Antillean bats
Valente, Etienne, Dávalos 2017 Nature
Ecol. & Evol.
Equilibrium dynamics! Valente, Etienne, Dávalos 2017 Nature
Ecol. & Evol.
Age
Ma
λc μ γ λa
20 0.28 0.33 0.030 0.19
45 0.32 0.41 0.036 0.16
0 10 20 30 40
020406080
Numberofendemicspecies
0 10 20 30 40
01020304050
Numberofendemicspecies
Time (Ma)Time (Ma)
BA
How long to restore the
species?
Valente, Etienne, Dávalos 2017 Nature
Ecol. & Evol.
Conclusions part I
• West Indies = extinction
laboratory

• Human influence now
clear

• Longstanding equilibrium
upended by recent
extinctions

• diversity is predictable 

• time to recovery long
Photo by Jon Flanders
Focus second part
Biological
diversity
Colonization,
speciation
Land use
change
increase decrease
Answering a question
for the UN
The Special Session of 2016
But illicit crops are everywhere
Previous focus on
Colombia
Why tropical
deforestation?
• 2 models

• Immiserization

• poor growers bring
marginal land into
production

• Frontier

• investors/government
build roads 

• roads bring
colonization
Rudel & Roper 1997 World Dev.
Opening the frontier Denevan 1966 Geogr. Rev.
Roads and colonization
projects
Brücher 1977 Geogr. Z.
Schuurman 1978 Tijdschr. Econ. Soc. Ge.
Brazil
Bolivia
Peru
Colombia
Ecuador
Coca cultivation
Government-sponsored
before 1979
1990/1992
Projects
Coca cultivation
High
Low
2014
Percent forest P
a b
A remarkable spatial
pattern
Davalos et al. 2016 Bioscience
Brazil
Bolivia
Peru
Colombia
Ecuador
Coca cultivation
Government-sponsored
before 1979
1990/1992
Projects
Coca cultivation
Percent forest
a b
Location of projects ~ C
emissions
Harris et al. 2012 Science
High
Low
Probability of coca
c
~40 years later, deforestation
& coca remain clustered
Parameter 2.5 Mean 97.5
Intercept -1.2671 -1.1540 -1.0410
Distance to
nearest
project
-0.6096 -0.5613 -0.5129
Precision
municipality
intercept
1.116 1.4582 1.910
Precision
spatial
0.243 0.5211 1.079
Davalos et al. 2016 Bioscience
Conclusions part II
• Actions from 4 decades
ago have large effects

• Brought colonists to
the Amazon

• Farmers turned to coca

• Landscapes transform
following roads

• End point often minimal
forest
Thanks!
Biased survival Cooke, Dávalos et al. 2017 Annu. Rev.
Ecol. Evol. Syst.
Armenteras… Dávalos 2017 Ecol. Appl.

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