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Simultaneous use of greenhouse gas concentration measurements and meteorological measurements in a mesoscale model to improve regional scale budget estimates. Plan for PhD thesis by Roberto Kretschmer. optimization of WRF-VPRM runs. ECMWF meteorology. lateral+initial met. boundary conditions.
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Simultaneous use of greenhouse gas concentration measurements and meteorological measurements in a mesoscale model to improve regional scale budget estimates Plan for PhD thesis by Roberto Kretschmer Institute Retreat June 16-19, 2008 – Chorus ATM-Group
optimization of WRF-VPRM runs ECMWF meteorology lateral+initial met. boundary conditions VPRM Fossil fuel Emissions IER 10x10 km2 Vegetation Photosynthesisand Respiration Model 10x10 km2 High resolution Tracers Model Organizing Software System (MOSS) • combine andautomatize all steps Institute Retreat June 16-19, 2008 – Chorus ATM-Group
system access via web interfaces Institute Retreat June 16-19, 2008 – Chorus ATM-Group
improve regional scale budget estimates Plan for PhD thesis… Wallace and Hobbs, 2006, Fig. 9.1 Photo courtesy of Beverly Shannon Institute Retreat June 16-19, 2008 – Chorus ATM-Group
uncertain transport means uncertain mixing ratios ~3.5 ppmerror in PBL CO2 mixing ratio estimates from ECMWF driven transport model in summertime (Gerbig et al., 2008) Institute Retreat June 16-19, 2008 – Chorus ATM-Group
20 June 18 June improve estimates by using additional meteorological information • exploit ceilometer network of DeutscherWetterdienst maintaining about 100 stations • but: ceilometer PBL sight might be insufficient CERES Experiment, provided by Pierre Durand, Lab. d’Aérologie Institute Retreat June 16-19, 2008 – Chorus ATM-Group
relevant data sources • radio soundings • tall towermeasurements • satellite observations CALIPSO (Liu et al., 2008) Meteosat ICESAT (icesat.gsfc.nasa.gov) • retrieval of remote sensing data: advertisement for PhD student within Dietrich Feist’sgroup Institute Retreat June 16-19, 2008 – Chorus ATM-Group
approach • forward modelling using WRF-VPRM for CO2 and CH4 • validation of WRF mixing heights against observations • reshuffling of tracers between PBL and FT to match observed mixing heights • Hypothesis: this leads to better agreement between simulated and measured tracers Institute Retreat June 16-19, 2008 – Chorus ATM-Group
integrate STILT into MOSS STILT Institute Retreat June 16-19, 2008 – Chorus ATM-Group
approach • forward modelling using WRF-VPRM for CO2 and CH4 • validation of WRF mixing heights against observations • reshuffling of tracers between PBL and FT to match observed mixing heights • Hypothesis: this leads to better agreement between simulated and measured tracers • nudging of variables in WRF to match observed mixing heights • inverse modelling with STILT to derive improved estimates of regional scale CO2 and CH4 fluxes and their uncertainties • comparison with independent flux estimates Institute Retreat June 16-19, 2008 – Chorus ATM-Group