integrated modeling of srm

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Integrated modeling of SRM Massimo Tavoni

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IntegratedmodelingofSRM

Massimo Tavoni

What are IAMs?

Source:http://www.iamconsortium.org/

Classification(Weyant,2017):•  Benefit-cost

IAMs

•  DetailedprocessIAMs

Literature overview

•  Benefit-costIAMs:•  MostlyDICE-like(Goeset.al,GramstadandTjotta,Moreno

CruzandKeith,Belaiaet.al,Helwegenet.al)•  Highlysensitivetoparametrizationofcostsandbenefits•  DegenerateapplicationofCBA

•  DetailedprocessIAMs•  Veryfewcontributions(Arinoet.alPNAS2016,Emmerlingand

Tavoni,GEC&ERE)•  Oftenaccompaniedbyanalytical/theoreticalmodeling•  OftenhybridwithCBA

Uncertainty

Governance

Beyond single objective optimization

Beyond single objective optimization

Beyond single objective optimization

Beyond single objective optimization

Open issues which need to be resolved (and won’t be easy)Data:•  Climatechangeeconomicimpacts

•  Recentempiricalliterature(Burke,Hsianget.al):higheconomicimpactsandinequality->largescopeforSRM(Hardenal2019)

•  Butalsohighuncertainty,especiallyatthecountrylevel(Ricke,Caldeira,DrouetandTavoni)

•  BasedonTemp:precipitation,CO2•  SRMeconomicimpacts

•  Empiricalliterature(Proctorforvolcanoes,fires?)•  Airquality•  Governance(includinglabexperiments,forthcoming)

Frameworks:•  Exploratoryanalysiswillgrow,morecomplexmethods(multi-objective,deep

uncertainty,etc.),couplingwithreducedcomplexityGCM•  HardtoseeitsooninamajordetailedprocessIAMensamble

[email protected]

Grazie

References

Emmerling,Johannes,andMassimoTavoni.“ExplorationoftheInteractionsbetweenMitigationandSolarRadiationManagementinCooperativeandNon-CooperativeInternationalGovernanceSettings.”GlobalEnvironmentalChange53(November1,2018):244–51.https://doi.org/10.1016/j.gloenvcha.2018.10.006.

Emmerling,Johannes,andMassimoTavoni.“ClimateEngineeringandAbatement:A‘Flat’RelationshipUnderUncertainty.”EnvironmentalandResourceEconomics,January11,2017,1–21.https://doi.org/10.1007/s10640-016-0104-5.

Goes,Marlos,NancyTuana,andKlausKeller.“TheEconomics(orLackThereof)ofAerosolGeoengineering.”ClimaticChange109,no.3–4(April2011):719–744.https://doi.org/10.1007/s10584-010-9961-z.

Moreno-Cruz,JuanB.,andDavidW.Keith.“ClimatePolicyunderUncertainty:ACaseforSolarGeoengineering.”ClimaticChange,Maggio2012.https://doi.org/10.1007/s10584-012-0487-4.

Gramstad,Kjetil,andSigveTjøtta.“ClimateEngineering:CostBenefitandBeyond.”WorkingPapersinEconomics.UniversityofBergen,DepartmentofEconomics,2010.https://ideas.repec.org/p/hhs/bergec/2010_005.html.

Belaia,Mariia.“OptimalClimateStrategywithMitigation,CarbonRemoval,andSolarGeoengineering,”n.d.,34.

Arino,Yosuke,KeigoAkimoto,FuminoriSano,TakashiHomma,JunichiroOda,andToshimasaTomoda.“EstimatingOptionValuesofSolarRadiationManagementAssumingThatClimateSensitivityIsUncertain.”ProceedingsoftheNationalAcademyofSciences,May5,2016.https://doi.org/10.1073/pnas.1520795113.