coupling of image and cgm/esms - stanford university · boreal forest >70on socio-economic...
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![Page 1: Coupling of IMAGE and CGM/ESMs - Stanford University · Boreal forest >70oN Socio-economic drivers >> Climate Climate >> Socio-economic drivers . Conclusions § New coupled IAM/Climate](https://reader034.vdocuments.net/reader034/viewer/2022050505/5f96f89d4aa6ae43d564969a/html5/thumbnails/1.jpg)
Detlef P. van Vuuren
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Coupling of IMAGE and CGM/ESMs
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Experimental set-up Full coupling of IMAGE2.2 (IAM) / CNRM model (CGM) regarding land-use/land cover and climate system. § Experiment in 2005/2006: § A2 scenario (most land-use change) State-of-the-art: § CNRM-CM3 had no DGVM; § Other ESM just started including DGVMs, but had no land-use § Feddema (2005) first to run prescribed land-use (IMAGE) from thru ESM. § Other IAMs did not produce land-use maps yet.
Experiment thus introduces in CNRM both dynamic vegetation (land-cover) and land-use change Question: Does this lead to important feedback.
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Experimental design
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Population/GDP
Energy Agriculture
Emissions
Climate (MAGICC)
BiOME3
GAEZ
Land use/land cover
IMAGE2.2
Climate (temperature, Preciptation)
Land cover, Emissions (GHGs, aerosols)
CNRM
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Results
Result of melting sea-ice
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Introduction of new biome-scheme Annual leaf index
IMAGE Vegetation (A2-IM-CM3)
Satellite product (A2-CM3)
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Results
IMAGE Vegetation (A2-IM-CM3)
Prescribedland cover A2-CM3
Annual near surface temperature
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Result
1970
2100
Land use/land cover: Coupled run
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Impact of climate on land cover IMAGE 2.2 Agriculture area South America
Boreal forest >70oN
Socio-economic drivers >> Climate
Climate >> Socio-economic drivers
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Conclusions § New coupled IAM/Climate model able to calculate evolving
emissions, climate, land-use/land cover in consistent way § Some experimental problems
– A2 scenario – hugh bio-geochemical forcing; strong population pressure.
– Reference scenario has different ‘land cover’ in start year. § Feedback on climate on land cover found to be important
(argument for dynamic vegetation); feedback on economic system found to be relatively small.
§ CNRM thus chose to continue by including dynamic vegetation with one-way coupling land-use
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Cooperation IMAGE – ECEarth (EC-IMAGE) § Explore possible interactions via:
– Land use/land cover (discontinued) – Air pollution
§ Experimental set—up – First test one way coupling – Make conclusions on full coupling
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Selected because the have local
dynamics and might have
strong impacts
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System of interest
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Energy demand
Energy production
Emissions GHGs Air pollutants
O3 Aerosols
GHG Climate
Land use Emissions
Impacts can be important, but only if the red arrows are strong, the IAM is sensitive to these changes and the signal is certain à D
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Scenarios (IMAGE)
§ Two key determinants of future emissions are future climate and air pollution policies
§ RCPs are useful scenarios for climate research, but do not include the option of less succesful air pollution control
§ Thus systematic set of scenarios
Clim
ate
pol
icy
No policy Stringent policy
No
polic
y Str
inge
nt p
olic
y
Air pollution policy
RCP 6.0 - FRZ
RCP 2.6 - FRZ
RCP 6.0 - CLE
RCP 6.0 MFR
RCP 2.6 - CLE
RCP 2.6 MFR
RCP 6.0 - KTZ
RCP 2.6 - KTZ
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Clim
ate
pol
icy
No policy Stringent policy
No
polic
y Str
inge
nt p
olic
y
Air pollution policy
§ Significant co-benefits of climate policy on future air pollution emissions
2005 2050
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Impact on ozone concentrations
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2005
Clim
ate
polic
y 6.0
2.6
Air pollution Frz KZN
2050
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Impact on yields (Maize)
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Clim
ate
polic
y
Air pollution Frz KZN
2050
6.0
2.6
2005
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§ Associated change in emissions, however, relatively small
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Impacts in an ESM (6.0 – Low and High AP)
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Total
Sulphur
BC
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Conclusions § Impact of air pollutant scenarios can be substantial (but
extreme scenarios) à important for SSP matrix § O3 impacts on yields maybe up to 20% locally; could be
reduced to 10% by air pollution/climate policy combination § Impacts on emissions 4 GtC in period 2015-2050 (10% of
total land use emissions) § We have increased ability to do 1-way coupling IMAGE – EC-
EARTH allowing interesting experiments; but did not get to full coupling.