Global Data Assimilation for the Carbon Cycle: challenges ... - JULES

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Summary and Conclusions1. Fluxes and stocks can be constrained from MODISLAI2. Global implementation of DALEC with ecological anddynamic constraints: GPP, AGB and SOM totalsencouraging, GPP and AGB spatially resolve keybiomes.3. Parameter estimation indicates information content ofassimilated data4. Non-steady state solutions, emergent PFTs5. NEXT: Integrate AGB maps and fluorescence aspriors; include parameter correlations from TRYdatabase6. Observing System Simulation Experiments canquantify information content of EO concepts
CARDAMOM w/ JULES?CARbon DAta MOdel FraMeworkMODELJULESDATASatellitePlant trait dataFluxNetCarbonStateDRIVERSGlobalRegionalField SitesOPTIMIZATIONM.H. MCMCEnKF4D-VAR
Page 1: Global Data Assimilation for the Ca
Page 7 and 8: FLUXNET Sites, EC data comparison -
Page 9 and 10: Gross Primary Production - Comparis
Page 15 and 16: Nominal soil turnover rates
Page 17: Global Parameter CorrelationsGEOCAR

Global Data Assimilation for the Carbon Cycle: challenges ... - JULES

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