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The forest frontier as the link between conflict risk,
coca cultivation and high biodiversity areas
Liliana M. Dávalos

ICCB

24 July 2017
!
Coca = deforestation Dávalos et al. 2011 Env. Sci. & Tech.
Evaluating effects of
coca
• Direct vs. indirect

• Plots small, direct
effect small

• Indirect effects larger

• There are other countries

• Should hold across
producers

• Background
deforestation ≠ 0

• Must control for other
factors

• E.g., roads, population
Dávalos et al. 2011 Env. Sci. &
Tech.
Rates higher in areas
without coca, but Bolivia
Data from Hansen et al. 2013
Science
Direct loss rate from
coca is low
UNODC 2016 World Drug
Report
In Bolivia rates did rise
with coca boom
Killeen et al. 2007 Ambio
If not coca then what?
Sánchez Cuervo & Aide 2013
Ecosystems Armenteras et al. 2013
Reg. Environ. Change
Dávalos et al. 2011 Env. Sci. & Tech.
Key points, illicit crops
• Direct effects

• Loss rate high when
compared to other
agriculture ✘

• Indirect effects:

• Loss rate higher in
producer regions ✘

• Times with more coca
correspond to more
deforestation in Bolivia ✔

• Coca cultivation will covary
with rates ✘
Novoa & Finer 2015
Similarities
• Brücher 1977 Geogr. Z.
Coca cultivation
High
Low
2014
Percent forest Probability of coca
b c
A spatial relationship Dávalos et al. 2016 Bioscience
Coca cultivation
High
Low
2014
Percent forest
High
Low
Probability of coca
b c
The Amazonian frontier Denevan 1966 Geogr. Rev.
The frontier
• Border between settled lands
and natural habitats (nominally
belongs to the state)

• Forest->property

• Final state = no forest

• Already happened in other
regions

• Most of Andes

• western Caquetá

• western Putumayo

• Currently unfolding in parts
of Amazonia, most of Chocó
Etter et al. 2006 J. Environ.
Manage.
Fractionforest
200 km
40 km
Not all effects
depend on rates
• If endemic species

• Small area = large
effect

• Biodiversity in Andes,
Chocó

• High

• Irreplaceable

• Detailed and focused
analyses needed
Unpublished
Amphibians Birds MammalsThreatenedspeciesAllspecies
2,000km0
High
High
Low
Low
Coca is a major threat Unpublished
The frontier A general model
Fractionforest
coca beachhead
Time ->
mixed agriculture
properties
pastures!
Álvarez 2001 Environmentalist
Álvarez 2001 Environmentalist
Yes! Because the frontier goes on
Thanks!

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The forest frontier as the link between conflict risk, coca cultivation and high biodiversity areas

  • 1. The forest frontier as the link between conflict risk, coca cultivation and high biodiversity areas Liliana M. Dávalos ICCB 24 July 2017 !
  • 2. Coca = deforestation Dávalos et al. 2011 Env. Sci. & Tech.
  • 3. Evaluating effects of coca • Direct vs. indirect • Plots small, direct effect small • Indirect effects larger • There are other countries • Should hold across producers • Background deforestation ≠ 0 • Must control for other factors • E.g., roads, population Dávalos et al. 2011 Env. Sci. & Tech.
  • 4. Rates higher in areas without coca, but Bolivia Data from Hansen et al. 2013 Science
  • 5. Direct loss rate from coca is low UNODC 2016 World Drug Report
  • 6. In Bolivia rates did rise with coca boom Killeen et al. 2007 Ambio
  • 7. If not coca then what? Sánchez Cuervo & Aide 2013 Ecosystems Armenteras et al. 2013 Reg. Environ. Change Dávalos et al. 2011 Env. Sci. & Tech.
  • 8. Key points, illicit crops • Direct effects • Loss rate high when compared to other agriculture ✘ • Indirect effects: • Loss rate higher in producer regions ✘ • Times with more coca correspond to more deforestation in Bolivia ✔ • Coca cultivation will covary with rates ✘ Novoa & Finer 2015
  • 9. Similarities • Brücher 1977 Geogr. Z. Coca cultivation High Low 2014 Percent forest Probability of coca b c
  • 10. A spatial relationship Dávalos et al. 2016 Bioscience Coca cultivation High Low 2014 Percent forest High Low Probability of coca b c
  • 11. The Amazonian frontier Denevan 1966 Geogr. Rev.
  • 12. The frontier • Border between settled lands and natural habitats (nominally belongs to the state) • Forest->property • Final state = no forest • Already happened in other regions • Most of Andes • western Caquetá • western Putumayo • Currently unfolding in parts of Amazonia, most of Chocó Etter et al. 2006 J. Environ. Manage. Fractionforest
  • 13. 200 km 40 km Not all effects depend on rates • If endemic species • Small area = large effect • Biodiversity in Andes, Chocó • High • Irreplaceable • Detailed and focused analyses needed Unpublished
  • 15. The frontier A general model Fractionforest coca beachhead Time -> mixed agriculture properties pastures!
  • 17. Álvarez 2001 Environmentalist Yes! Because the frontier goes on