land use change in amazonia: institutional analysis and modeling at multiple temporal and spatial...

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Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia Pinho, Luciano Dutra, Corina Freitas, Sidnei Sant’Anna, Leila Fonseca, Isabel Escada, Silvana Amaral, Pedro Andrade-Neto (Earth System Science Centre, FAPESP Climate Change Program Workshop 2011

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Page 1: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales

Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia Pinho, Luciano Dutra, Corina Freitas, Sidnei Sant’Anna, Leila Fonseca, Isabel Escada, Silvana Amaral, Pedro Andrade-Neto(Earth System Science Centre, INPE)

FAPESP Climate Change Program Workshop 2011

Page 2: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

source: Global Land Project Science Plan (IGBP)

Page 3: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Nature, 29 July 2010

Page 4: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Nature, 29 July 2010

Brazil is the world’s current largest experiment on land change and its effects: will it also happen elsewhere?

Today’s questions about Brazil could be tomorrow’s questions for other countries

Brazil is the world’s current largest experiment on land change and its effects: will it also happen elsewhere?

Today’s questions about Brazil could be tomorrow’s questions for other countries

Page 5: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Where will large-scale land change take place?

source: The Economist

Page 6: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Forests and food production: potential conflicts

Page 7: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Impact of land change in Brazil’s emissions

Page 8: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

“By 2020, Brazil will reduce deforestation by 80% relative to 2005.” (pres. Lula in Copenhagen COP-15)

Page 9: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Market impact of deforestation reduction in Brazil

EU-15 reduction 2005-202020% of 1990 levels

Avoided def Brazil 2005-2020

From 2005 to 2020, avoided deforestation by Brazil would be 2/3 of the total proposed EU-15 cuts

7,7 Gt CO2eq4,9 Gt CO2eq

Page 10: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

What caused the reduction of deforestation in Amazonia?

Markets? Credit crunch? Coercion? Institutional arrangments?

Markets? Credit crunch? Coercion? Institutional arrangments?

Page 11: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Policing actions: illegal wood seizure

50% of operations in 2% of the area

Page 12: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Markets have a positive rôle

Page 13: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

The Brazilian Amazon has different institutional arrangements that influence the spatial and temporal patterns of deforestation.

Working hypothesis

Page 14: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Tragedy of the Commons?

Everybody’s property is nobody’s property (Hardin)

Page 15: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Is the tragedy of the commons inevitable?

Experiments show that cooperation emerges if virtuous interactions exist

source: Novak, May and Sigmund (Scientific American, 1995)

Page 16: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Common pool resources (Elinor Ostrom)

Page 17: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

The ultimate common pool resource

Page 18: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Governing the commons:institutional arrangments

[Ostrom, Science, 2005]

Page 19: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Elinor Ostrom on governing the commons

“Neither the state nor the market is uniformly successful in enabling individuals to sustain long-term, productive use of natural resource systems.”

Page 20: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

What are institutional arrangements?

Araújo and Aguiar , forthcoming

Agreements between private and public organizations about rules of use of common pool resources.

Page 21: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Institutional analysis in Amazonia

Identify different agents and try to model their actions

Field work Land change patterns

Land change modelsUrban networks

Page 22: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

PDS (Projeto de Desenvolvimento Sustentável)PAC (Projeto de Assentamento Coletivo)

PA (Projeto de Assentamento)PAE (Proj. Assentamento Agro-extrativista)

Terras Indígenas

UC Proteção Integral

Amazonia is a mosaic of land units

Page 23: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Current situation in Amazonia

Araújo e Aguiar (forthcoming)

Tension between different ways of access to market and natural resources, land tenure regimes (private and public/collective) and political forces.

Page 24: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

PA 279

Transamazônica

Baixo Amazonas

Pará State

Brazilian Amazonia

Deforestation

Forest

Non-forest vegeration

Clouds/no data

INPE/PRODES 2005:

BR 163

Page 25: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Lower Amazonas and Transamazônica

PDS E

SPERANCAINCRA: 207 Land Settlements SFB: National forests concession and common land management

Page 26: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Mapping trajectories of changeMapas de Padrões

Érika Saito

2006

Trajetórias

Page 27: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Land use change model

Beef and milk market chain model

Small farmers

Medium and largefarmers

Small farmers

Medium and largefarmers

Landscapemetrics model

Pasture degradation

model

Several workshops to define model rules and variables

Landscape model: different rules for two main types of agents

Page 28: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Landscape model: different rules of behavior at different partitions which also change in time

FRENTE

MEIO

RETAGUARDA

Forest

Not ForestDeforest

River

FRONT

MIDDLE

BACK

SÃO FÉLIX DO XINGU - 2006

Page 29: Land Use Change in Amazonia: Institutional analysis and modeling at multiple temporal and spatial scales Gilberto Câmara, Ana Aguiar, Roberto Araújo, Patrícia

Modeling results 97 to 2006

Observed 97 to 2006