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Markets for beef, markets for land, and why we 
have to look way beyond coca to understand coca 
Liliana M. Dávalos 
Jennifer S. Holmes 
Nelly Rodriguez 
Dolors Armenteras
Two kinds of questions 
Biological 
diversity 
Diversificatio 
n, increase decrease Habitat loss
How important are 
habitats? Schipper et al. 2008 Science 
Hoffmann et al. 2011 PTRSB 
Understanding habitat change
Vaupes, Colombia 2009 Antioquia, Colombia 2010 
Understanding habitat change
Why deforestation? Geist & Lambin 2002 BioScience 
Understanding habitat change
World Bank Statistics 2012 
Population growth over 
time 
Understanding habitat change
An in-depth look 
• Guaviare from 2001-2010 
• One of two large foci of Plan 
Colombia (the other was 
Putumayo) 
• Poor development indicators 
• Extractive land uses 
Guaviare, Colombia 2008 
Understanding habitat change
50 
45 
40 
35 
30 
2200 
2000 
1800 
1600 
1400 
● 
● 
● 
● 
Forest 
● 
● 
● 
● 
50 45 40 35 30 
NP 
40 
35 
30 
2500 
2000 
1500 
● 
● 
Pasture 
● 
● 
● 
● 
● 
● 
28 30 32 34 36 38 40 
3 
2 
400 
350 
300 
250 
200 
150 
Coca 
● 
● 
● 
● 
● 
● 
● 
● 
2.5 2.0 1.5 1.0 0.5 
700 ● 
650 
600 
550 
500 
● 
● 
● 
● 
● 
● 
● 
50 45 40 35 30 
PA (ha) 
350 
300 
250 
200 
150 
● 
● 
● 
● 
● 
● ● 
● 
28 30 32 34 36 38 40 
14 
12 
10 
8 
6 
4 
2 
● 
● 
● 
●● 
● 
● 
● 
2.5 2.0 1.5 1.0 0.5 
110 
100 
90 
● 
● 
● 
● 
● 
● 
● 
● 
50 45 40 35 30 
PLAND 
ENN (m) 
120 
115 
110 
105 
100 
95 
● 
● 
● 
● 
● 
● 
● ● 
28 30 32 34 36 38 40 
PLAND 
600 
500 
400 
300 
● 
● 
● 
● 
● 
● 
● 
● 
2.5 2.0 1.5 1.0 0.5 
PLAND 
Figure 2 
A B 
G 
C 
D E F 
H I 
25 
2001 2004 2007 2010 
25 
2001 2004 2007 2010 
1 
2001 2004 2007 2010 
PLAND 
K L M 
Fate of forest, fate of 
coca Dávalos et al. In Review Global 
Environ Chang 
Understanding habitat change
Hamburger! (or steak) 
Kaimowitz et al. 2004 CIFOR 
Three explanations 
Understanding habitat change 
Coca 
Dávalos et al. 2011 Environ 
Sci Technol 
Land tenure and property 
Hecht 1993 BioScience
If coca were the 
cause 
• Perhaps eradication is 
the solution 
• Great because we can 
solve coca 
Understanding habitat change 
coca decrease Eradication
San Jose 
El Retorno 
Calamar 
A 
B 
C 
Figure 90,000 
60,000 
30,000 
2,200 
2,000 
1,800 
30 
20 
10 
Year 
Ranching GDP (109 pesos) Price of beef (pesos/Kg) Cattle 
2000 2002 2004 2006 2008 2010 
1,600 
There are cows but 
no money 
• Relationship 
cows:pasture yields ~ 
1.08 cow/ha 
• This is up to 10X 
overestimate 
• Beef prices have 
barely budged 
• Ranching revenues 
have plummeted 
Understanding habitat change 
Dávalos et al. In Review Global 
Environ Chang
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● ● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
6000 
4000 
2000 
0 3000 6000 9000 
Eradication previous year (ha) 
Coca cultivation (ha) 
5 
● 5 
mpio 
● 
● 
● 
Calamar 
Retorno 
San Jose 
Coca declined 
• Forest was lost 
• But coca declined 
• Was coca decline 
caused by fumigation? 
• Analyses show no 
relationship 
Dávalos et al. In Review Global 
Environ Chang 
Understanding habitat change
Why did coca 
decline? 
• Each municipality 
started out with 
different amounts of 
coca 
• As the municipalities 
become more urban, 
there is less coca 
• At ~50% urban 
population there is 0 
coca in the smaller 
municipalities Dávalos et al. In Review Global 
Municipality 
● 
● 
● 
Calamar 
El Retorno 
San Jose 
● ● 
6,000 
4,000 
A B 
Figure 6 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
●● 
● 
● 
● 
● 
● 
● ● 
● 
● 
40 
30 
20 
30,000 60,000 90,000 
Cattle 
Percentage land pasture 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
● 
2,000 
30 40 50 60 
Percentage population urban 
Coca cultivation (ha) 
Environ Chang 
Understanding habitat change
San Jose 
El Retorno 
Calamar 
A 
B 
C 
Figure 5 
2010 
0.06 
0.04 
0.02 
0.00 
50 
40 
30 
20 
5 
4 
3 
2 
2000 2002 2004 2006 2008 
Year 
Property Tax 
(106 pesos/capita) 
Construction GDP 
(109 pesos) 
Financial GDP 
(109 pesos) 
What urbanization 
looks like 
• Urban people paying 
more taxes that 
finance construction 
• Finance becomes 
important 
• Less dependence on 
ranching (and 
agriculture) 
Dávalos et al. In Review Global 
Environ Chang 
Understanding habitat change
Urban cows! 
• Cows enhance claim 
to the land 
• The region is rapidly 
urbanizing 
• Per capita taxes are 
rising => property 
values are rising 
• Clearing the land to 
sell in future urban 
market 
Dávalos et al. In Review Global 
Environ Chang 
Understanding habitat change
A disturbing 
development model 
• Development excludes 
coca 
• Not eradication 
• Development centered 
on a model of 
settlement that is 
destructive 
• And probably not 
peaceful 
Guaviare, Colombia 2008
coca nothing More 
decrease Eradication 
Urbanization 
Development 
Missing the real point 
& 
Understanding habitat change 
becomes 
Pasture 
& 
Cows 
property is
Thanks! 
• Funding 
• CIDER –SBU 
• Collaborators 
conservation & policy 
• A. Bejarano, A. 
Corthals, L. Correa, C. 
Romero 
• Dávalos Lab 
• P. Connell, M. Hall, E. 
Simola, G. Tudda

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Markets for beef, markets for land, and why we have to look way beyond coca to understand coca

  • 1. Markets for beef, markets for land, and why we have to look way beyond coca to understand coca Liliana M. Dávalos Jennifer S. Holmes Nelly Rodriguez Dolors Armenteras
  • 2. Two kinds of questions Biological diversity Diversificatio n, increase decrease Habitat loss
  • 3. How important are habitats? Schipper et al. 2008 Science Hoffmann et al. 2011 PTRSB Understanding habitat change
  • 4. Vaupes, Colombia 2009 Antioquia, Colombia 2010 Understanding habitat change
  • 5. Why deforestation? Geist & Lambin 2002 BioScience Understanding habitat change
  • 6. World Bank Statistics 2012 Population growth over time Understanding habitat change
  • 7. An in-depth look • Guaviare from 2001-2010 • One of two large foci of Plan Colombia (the other was Putumayo) • Poor development indicators • Extractive land uses Guaviare, Colombia 2008 Understanding habitat change
  • 8. 50 45 40 35 30 2200 2000 1800 1600 1400 ● ● ● ● Forest ● ● ● ● 50 45 40 35 30 NP 40 35 30 2500 2000 1500 ● ● Pasture ● ● ● ● ● ● 28 30 32 34 36 38 40 3 2 400 350 300 250 200 150 Coca ● ● ● ● ● ● ● ● 2.5 2.0 1.5 1.0 0.5 700 ● 650 600 550 500 ● ● ● ● ● ● ● 50 45 40 35 30 PA (ha) 350 300 250 200 150 ● ● ● ● ● ● ● ● 28 30 32 34 36 38 40 14 12 10 8 6 4 2 ● ● ● ●● ● ● ● 2.5 2.0 1.5 1.0 0.5 110 100 90 ● ● ● ● ● ● ● ● 50 45 40 35 30 PLAND ENN (m) 120 115 110 105 100 95 ● ● ● ● ● ● ● ● 28 30 32 34 36 38 40 PLAND 600 500 400 300 ● ● ● ● ● ● ● ● 2.5 2.0 1.5 1.0 0.5 PLAND Figure 2 A B G C D E F H I 25 2001 2004 2007 2010 25 2001 2004 2007 2010 1 2001 2004 2007 2010 PLAND K L M Fate of forest, fate of coca Dávalos et al. In Review Global Environ Chang Understanding habitat change
  • 9. Hamburger! (or steak) Kaimowitz et al. 2004 CIFOR Three explanations Understanding habitat change Coca Dávalos et al. 2011 Environ Sci Technol Land tenure and property Hecht 1993 BioScience
  • 10. If coca were the cause • Perhaps eradication is the solution • Great because we can solve coca Understanding habitat change coca decrease Eradication
  • 11. San Jose El Retorno Calamar A B C Figure 90,000 60,000 30,000 2,200 2,000 1,800 30 20 10 Year Ranching GDP (109 pesos) Price of beef (pesos/Kg) Cattle 2000 2002 2004 2006 2008 2010 1,600 There are cows but no money • Relationship cows:pasture yields ~ 1.08 cow/ha • This is up to 10X overestimate • Beef prices have barely budged • Ranching revenues have plummeted Understanding habitat change Dávalos et al. In Review Global Environ Chang
  • 12. ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● 6000 4000 2000 0 3000 6000 9000 Eradication previous year (ha) Coca cultivation (ha) 5 ● 5 mpio ● ● ● Calamar Retorno San Jose Coca declined • Forest was lost • But coca declined • Was coca decline caused by fumigation? • Analyses show no relationship Dávalos et al. In Review Global Environ Chang Understanding habitat change
  • 13. Why did coca decline? • Each municipality started out with different amounts of coca • As the municipalities become more urban, there is less coca • At ~50% urban population there is 0 coca in the smaller municipalities Dávalos et al. In Review Global Municipality ● ● ● Calamar El Retorno San Jose ● ● 6,000 4,000 A B Figure 6 ● ● ● ● ● ● ● ● ● ● ●● ● ● ● ● ● ● ● ● ● 40 30 20 30,000 60,000 90,000 Cattle Percentage land pasture ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● 2,000 30 40 50 60 Percentage population urban Coca cultivation (ha) Environ Chang Understanding habitat change
  • 14. San Jose El Retorno Calamar A B C Figure 5 2010 0.06 0.04 0.02 0.00 50 40 30 20 5 4 3 2 2000 2002 2004 2006 2008 Year Property Tax (106 pesos/capita) Construction GDP (109 pesos) Financial GDP (109 pesos) What urbanization looks like • Urban people paying more taxes that finance construction • Finance becomes important • Less dependence on ranching (and agriculture) Dávalos et al. In Review Global Environ Chang Understanding habitat change
  • 15. Urban cows! • Cows enhance claim to the land • The region is rapidly urbanizing • Per capita taxes are rising => property values are rising • Clearing the land to sell in future urban market Dávalos et al. In Review Global Environ Chang Understanding habitat change
  • 16. A disturbing development model • Development excludes coca • Not eradication • Development centered on a model of settlement that is destructive • And probably not peaceful Guaviare, Colombia 2008
  • 17. coca nothing More decrease Eradication Urbanization Development Missing the real point & Understanding habitat change becomes Pasture & Cows property is
  • 18. Thanks! • Funding • CIDER –SBU • Collaborators conservation & policy • A. Bejarano, A. Corthals, L. Correa, C. Romero • Dávalos Lab • P. Connell, M. Hall, E. Simola, G. Tudda