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2/19/2016 Jean Pierre Ometto CCST/INPE jean.ometto@ inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas Globais 18-19 Fevereiro, 2016

Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE [email protected] Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

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Page 1: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

2/19/2016

1

Jean Pierre OmettoCCST/INPE [email protected]

Reunião Anual de Projetos do Programa FAPESP de Pesquisa em MudançasClimáticas Globais18-19 Fevereiro, 2016

Page 2: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

“The Joint Programming Initiative on Agriculture, Food Security and Climate Change (FACCE-JPI) brings together 21 countries who are committed to building an integrated European Research Area addressing the interconnected challenges of sustainable agriculture, food security and impacts of climate change”

Page 3: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

Kick-off meeting, Aberdeen, UK.May, 2015

Page 4: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

Consortium

INPE

Ana Paula Aguiar

PD: Luciana Soler; Eloi Dalla Nora;

Students: Camille Nolasco; Janaina

Guidolini; Luciene Gomes; João Pompeu

UnB

Mercedes Bustamante; Gabriela Nardoto

UFAL

Alexandre Siqueira

UNESP

David Lapola

Page 5: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas
Page 6: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

FAO : Agriculture ~39% of land area (pasture 68% of this

Page 7: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

Lapola et all, 2014 (NCC)

Spatial distribution of (a) pastures and (b) croplands in Brazil and its biomes in the year 2000 (% coverage of grid cell)13. Grid cell size is 5x5 arcmin.

LUC BRAZIL

Page 8: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

Agrarian structure evolution in Brazil between 1985 and 2006. Numbers above bars denote the percentage change within the given property size category in the analyzed period[IBGE

2012].

Lapola et all (2014), NCC

Page 9: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

2/19/2016 9

Comparative evolution of country-level agricultural gross domestic product (GDP, comprising the entire agroindustrial production chain)[CEPEA 2013] and Gini incomeinequality index [IPEA 2012] in the last two decades in Brazil. While agricultural GDP increased 29% from 1994 to 2009, income inequality decreased by 10% in the sameperiod.

Source: L. Martinelli

Page 10: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

Food/nutrition security history in Brazil• Concept embedded in the definition of minimal wage salary (1930), as

it included the recommended amount and type of food a labour can

buy;

• Food security definition is founded in the pillars: availability of food

that is healthy and nutritious, and accessible by all population.

• First national analysis –Geografia da Fome , Josué de Castro (1953)

(co-founder of FAO) denounces the historical maintenance of hunger

as a political and (im)moral mechanism of social articulation

• Evolved concepts and policies (after 2000)

– Agricultural subsidies and incentive programs to promote family farming

and access to food by population under higher food insecure (PAA - 2003)

– Improvement of national survey to better map family farming in Brazil

(IBGE 2006)

– Guia Brasileiro de Alimentação (2015) – recognized internationally as

standard guide

1995

Slide: Soler, Nolasco, 2015

Page 11: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

• FEEDME (Food Estimation and Export for Diet and Malnutrition Evaluation). – The model uses country-level Food Balance Sheets (FBS)

to determine mean calories on a per-capita basis, and a coefficient of variation to account for the degree of inequality in access to food across national populations.

• Application to South America – DEVIL project– FEEDME will be informed by FAO statistics and

nutritional demand, to derive country level dietary demands for food products.

– A country-level agent based model will be developed, including economic and sociopolitical constraints on food production and trade between countries, to satisfy the demand for food either locally, or through trade.

Models applied to Food Security - FEEDME

Page 12: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

Potential LUCC model to be applied food security studies LuccME – IPEM (INPE/CCST)

Page 13: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

Potential combined approach applicable to food security Fuzzy cognitive maps to analyze interactions retrieved from statistical models

Fieldwork observation

Correlation

matrix

Coded variables

Causal relationships

among concepts

Spatial database

Fuzzy

Cognitive

Map

Codification of

determinants

Literature

review

Semi-quantification

of causal

relationships

Literature review

Selection of land

cover change

determinants

Cross-analysis

1

2

3

4

56

Fieldwork observation

Correlation

matrix

Coded variables

Causal relationships

among concepts

Spatial database

Fuzzy

Cognitive

Map

Codification of

determinants

Literature

review

Semi-quantification

of causal

relationships

Literature review

Selection of land

cover change

determinants

Cross-analysis

1

2

3

4

56

Page 14: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

Allow to retrieve relevant human environmental-interactionsSpatial extent at which feedback

loop was

identified

Spatial scale a which feedback loops act

Local scale

Old settlements in

two municipalities in Rondônia

1) accessibility + secondary forest +deforestation + accessibility

2) deforestation + fires + dry season severity - secondary forest + deforestation

New settlements in two municipalities in

Rondônia

1) accessibility + secondary forest + deforestation + accessibility

Regional scale

Old or new

settlements in the northeast of Rondônia

(30 municipalities)

1) deforestation + fires + dry season severity + deforestation

2) land prices + deforestation + accessibility + land prices 3) land prices + deforestation - land prices

4) land prices + deforestation + fires - soil fertility + land prices

Groups of farm sizes in Rondônia

& Mato Grosso states (157 municipalities)

1) deforestation + fires+ dry season severity+ deforestation

2) annual crops+ number of tractors per farm + labor availability + annual crops 3) accessibility to beef/milk markets + land prices + deforestation + accessibility to beef/milk markets 4) accessibility to beef markets + beef revenue + pasture + deforestation + accessibility to beef markets

5) accessibility to milk markets + milk production + milk revenue + pasture + deforestation + accessibility to milk markets

6) accessibility to milk markets + milk production + agricultural revenue + perennial crops + deforestation + accessibility to milk markets

Source Luciana Soler

Page 15: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

“Novel land systems should be designed that are adapted to the local context and framed within the global socio-ecological system. Such land systems should explicitly account for the role of land governance as a primary driver of land system change and food production.”

How land use models are useful to understandregional food/nutrition security issues?

Page 16: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

Supporting Decision Making

For food security decision makers at the national level: A range of options to support delivering food security in the region, with supporting maps highlighting the land use impacts of different scenarios;

For climate change decision makers: A range of options to improve climate resilience, reduce emissions and provide nutritious food;

For researchers: New models and data on global food security options on limited land;

For research funding agencies: Identification of key knowledge gaps that require further research

and development to address food security and land use challenges;

For young leaders and scientists: Capacity building opportunities that will support the next generation of decision makers to tackle food security challenges across disciplines and scales.

Page 17: Jean Pierre Ometto CCST/INPE - Fapesp · 2/19/2016 1 Jean Pierre Ometto CCST/INPE jean.ometto@inpe.br Reunião Anual de Projetos do Programa FAPESP de Pesquisa em Mudanças Climáticas

L Soler, C Nolasco (2016)