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WP2 - Task 2.3 : Development of new modeling tools Aerosol radiative effect on the Mediterranean climate : implication for solar energy. Samuel Somot (CNRM) Pierre Nabat (CNRM) Roma, July 2013. http://www.climrun.eu. Climate tools and products: Energy case study.
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WP2 - Task 2.3 : Development of new modeling tools Aerosol radiative effect on the Mediterranean climate : implication for solar energy Samuel Somot (CNRM) Pierre Nabat (CNRM) Roma, July 2013 http://www.climrun.eu
Climate tools and products: Energy case study • All case study (Morocco, Barcelona, Cyprus, Croatia): • Solar energy: • Variable: downward shortwave radiation (direct and diffuse) • Stakeholder need: improved solar radiation representation in climate models ... taken into account aerosols • Area: Mediterranean basin + case study • Temporal horizon: past climate and future climate (all) • Partners: ICTP, CNRM • State-of-the-art: • regional climate models include a poor representation of aerosols, often low-resolution (in space and time) climatology • Off-line regional chemistry models do exist but feedback on the radiation is not modelized
Mediterranean aerosols : strong variability at all scales Aerosol Optical Depth (AOD, 550 nm), MODIS (Aqua) Nabat et al. 2013, AMT
A new 2003-2009 monthly-mean climatology • A new Mediterranean aerosol climatology (Nabat et al., 2013, AMT) • Usable for variability study (2003-2009) • Usable for driving any Med-CORDEX RCM (already tested in ALADIN)
Aerosol radiative effet in ALADIN : 2003-2009 mean Direct effect: absorption and scattering of solar incident radiation Semi-direct: change in atmosphere circulation and cloud cover Indirect: not taken into account here Nabat et al. (in prep.)
Aerosol radiative effet : long-term trend The brightening effect since the 80s: decrease in pollution (sulfate) in Europe leads to an increase in surface shortwave radiation Nabat et al., EGU 2013
Aerosol radiative effet : daily variability • Implementation of a fully interactive dust scheme in ALADIN • Case study for 22-29 June 2012: dust event and its radiative impact • Operational forecasts of Mediterranean dust event for the Charmex field campaign in Summer 2013 (on-going) 27 June 24 June 29 June
Aerosol radiative effet : daily variability Fès (Morocco) 23 June 2012 Mid-troposphere warming correlated with the maximum aerosol load Surface cooling (-1.5°C) Fès (Morocco), composite study over June-July 2012 A. Culot, E. Bruhier, Master thesis, 2013
Aerosols are key players in Mediterranean climate variability • They strongly impact incident shortwave radiation at all the scales: daily event, seasonal cycle, spatial pattern, long-term trends, and probably scenario • Aerosol-radiation interaction could be (is already ?) taken into account when dealing with solar plant planning or solar energy operational management • New Mediterranean aerosol climatology is available • Modelling aerosol-radiation requires full coupling interactive scheme: RegCM (ICTP) and ALADIN (CNRM) have this modelling capacity • Quasi-operational weather forecast model including interactive dust scheme has been set-up • Any products from this work ? • What about interactive aerosols in seasonal forecast ? • Work on aerosol representation in RCMs ... towards Med-CORDEX-2 ? Conclusion and future plans
Aerosols : effect of dust emission parameterization • Effect of changing the dust emission scheme in RegCM: • case study: 31/10 to 02/11/2008 Nabat et al. 2012, ACP