Apresentação intitulada "Acordo de Paris e as NDCs: Percepções do modelo GLOBIOM-Brasil", proferida por Aline Soterroni, Pesquisadora do Instituto Internacional de Análise Aplicada de Sistemas (IIASA), no Seminário Internacional Oportunidades de Negócios para uma Economia Rural Sustentável:A Contribuição das Florestas e da Agricultura, realizado nos dias 14 e 15 de maio de 2019.
"Acordo de Paris e as NDCs: Percepções do modelo GLOBIOM-Brasil"
1. Acordo de Paris e as NDCs:
Percepções do modelo
GLOBIOM-Brasil
Aline Soterroni
Fernando Ramos
+ colaboradores
Seminário Internacional Oportunidades de Negócios para
uma Economia Rural Sustentável: a contribuição das
florestas e da agricultura
2. Brazil’s emissions by sector
22/05/20192
0
0.5
1
1.5
2
2.5
3
3.5
4
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
BillionCO2eq/yr
Land Use Change
Agriculture
Waste
Industrial Processes
Energy
Source: SEEG (System for the Estimation of Greenhouse Gases)
3. Brazil’s emissions by sector
22/05/20193
0
0.5
1
1.5
2
2.5
3
3.5
4
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
BillionCO2eq/yr
Land Use Change
Agriculture
Waste
Industrial Processes
Energy
78%
46%
Source: SEEG (System for the Estimation of Greenhouse Gases)
4. Brazil’s emissions by sector
22/05/20194
0
0.5
1
1.5
2
2.5
3
3.5
4
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
BillionCO2eq/yr
Land Use Change
Agriculture
Waste
Industrial Processes
Energy
Source: SEEG (System for the Estimation of Greenhouse Gases)
~70% of Brazil’s emissions come from Land Use Change and Agriculture sectors
6. Brazil has pledged a 37% reduction in emissions by
2025 compared to 2005 levels (43% by 2030)
Zero illegal
deforestation
by 2030
+12 million
hectares of
forests by
2030
Enforcement
of Brazil’s
Forest Code
Brazil’s NDC commitments
8. Impacts of Brazil’s Forest Code
8
Legal Reserve
Requirement
Amnesty of
Small Farms
IPAM
1934
Decret
23.793
1965
Federal
Law 4.771
2012
Federal
Law 12.651
IBGE
Soares-Filhoetal(2014) CRA
11. GLOBIOM-Brazil: regional version of GLOBIOM
Regional zooming allows detailed spatial representation of land (50x50km) and introduction
of regional policies
30
12. GLOBIOM-Brazil: regional version of GLOBIOM
Regional zooming allows detailed spatial representation of land (50x50km) and introduction
of regional policies
30
Amazon
Cerrado
Atlantic Forest
Caatinga
Pantanal
Pampa
13. Model steps
2000 2005 2010 2015 2020 2050
Base
Year Validation Scenarios Projections
14. Model steps
2000 2005 2010 2015 2020 2050
Base
Year Validation Scenarios Projections
15. Accumulated deforestation (2001-2015)
22/05/201915
0 50 100 150 200 250 300 0 50 100 150 200 250 300
PRODES/INPE Baseline (GLOBIOM-Brazil)
19.3 million hectares 17.9 million hectares
Spatial distribution of accumulated deforestation in the Amazon biome from 2001 to
2015 given by PRODES/INPE (left) and as projected by the baseline scenario of
GLOBIOM-Brazil (right). The difference between PRODES/INPE and GLOBIOM-Brazil is
around 7%. Color bar values are expressed in thousands of hectares per cell.
16. Cattle herd in Brazil in 2010
22/05/201916
Cattle herd in Brazil and major biomes in million heads for the year 2010 according to
IBGE/PPM and as projected by the baseline scenario of GLOBIOM-Brazil. The difference
between IBGE/PPM and GLOBIOM-Brazil at national level in 2010 is smaller than 2%.
17. Soybean harvested area in 2015
22/05/201917
IBGE/PAM Baseline (GLOBIOM-Brazil)
Spatial distribution of the soybean harvested area in 2015 according to IBGE/PAM
(left) and the baseline scenario of GLOBIOM-Brazil (right). Color bar values are
expressed in thousands of hectare per cell.
32.1 million ha 32.8 million ha
18. Source
Emissions
[MtCO2eq/yr]
Statistics
Climate
Observatory
(SEEG)*
1326
Mean
(2001 – 2010)
GLOBIOM-Brazil 1183
Median
(2001 – 2010)
Validation
Amazon’s
Deforestation
Emissions
Source
Emissions
[MtCO2eq/yr]
Statistics
FREL (2014)
Brazilian Reference
Emissions Level
872
Mean
(2001 - 2010)
Aguiar et al. (2012) 831
Mean
(2000 - 2009)
GLOBIOM-Brazil 815
Mean
(2001 - 2010)
Brazil’s
Total AFOLU
Emissions
* based on 2nd Brazilian Inventory of GHG Emissions
19. Model steps
2000 2005 2010 2015 2020 2050
Base
Year Validation Scenarios Projections
20. Scenarios
Measures of the Forest Code
No
enforcement of
the Forest Code
NoFC
Full
enforcement of
the Forest Code
FC
Illegal deforestation control no yes
Small farms amnesty (SFA) no yes
Environmental Reserve Quota (CRA) no yes
Forest regrowth no yes
22/05/201920
Counterfactual
Scenario
21. 0 Mha 12 Mha
Governance
Restoration
Complete
Illegality
Full illegal
deforestation control
NoFC FC
NoFC FC
22. Cropland expansion x Forest stabilization
22/05/201922
2000 2010 2020 2030 2040 2050
Cropland expansion (bar charts) and native vegetation area evolution (line
charts) as projected by the FC and NoFC scenarios
0
30
60
90
120
300
350
400
450
500
2000 2020 2040
Year
Croplands(Mha)
NativeVegetation(Mha)
Croplands (FC)
Croplands (NoFC)
Native Vegetation (FC)
Native Vegetation (NoFC)
2000 2010 2020 2030 2040 2050
23. Cropland expansion x Forest stabilization
0
30
60
90
120
300
350
400
450
500
2000 2020 2040
Year
Croplands(Mha)
NativeVegetation(Mha)
Croplands (FC)
Croplands (NoFC)
Native Vegetation (FC)
Native Vegetation (NoFC)
2000 2010 2020 2030 2040 2050
4% smaller
under FC
scenario
FC could
prevent a net
loss of 53.4
million
hectares of
deforestation
Cropland expansion (bar charts) and native vegetation area evolution (line
charts) as projected by the FC and NoFC scenarios
25. Forest loss (orange) or gain (blue)
−300 −250 −200 −150 −100 −50 0 50 100 −300 −250 −200 −150 −100 −50 0 50 100
No Forest Code Forest Code
Loss: 25.1 Mha
Gain: 12.9 Mha
Loss: 65.5 Mha
Gain: 0 Mha
22/05/201925
Spatial distribution of cumulative loss (orange) or gain (blue) of native
vegetation for the scenarios NoFC (left) and FC (right) between 2010 and 2050.
26. 0
0.2
0.4
0.6
0.8
1
1.2
1.4
2010 2020 2030 2040 2050
LUCFemissions(GtCO2eq/yr)
No Forest Code Forest Code
Emissions from land-use change and forestry
Brazil’s NDC commitment: reduction of 0.9 GtCO2eq (from 2.1 GtCO2eq to 1.2 GtCO2eq)
- 1.03 GtCO2eq
- 0.32 GtCO2eq
43% below 2005 levels
27. 0 Mha 12 Mha
Governance
Restoration
Complete
Illegality
Full illegal
deforestation
control
NoFC IDCImpf IDCAmz FC
NoFC FC