wp2 - task 2.3 : development of new modeling tools
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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. - PowerPoint PPT PresentationTRANSCRIPT
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
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 studyTemporal horizon: past climate and future climate (all)Partners: ICTP, CNRMState-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
Climate tools and products: Energy case study
Mediterranean climate and aerosols
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 meanDirect effect: absorption and scattering of solar incident radiationSemi-direct: change in atmosphere circulation and cloud coverIndirect: 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)
24 June 27 June 29 June
Aerosol radiative effet : daily variability
A. Culot, E. Bruhier, Master thesis, 2013
Fès (Morocco)23 June 2012
Mid-troposphere warming correlated with the maximum aerosol loadSurface cooling (-1.5°C)
(2x10 days) AOD SWnet (W/m²) T2m (°C)
Aerosol impact 0.31 - 38 - 1.2
Fès (Morocco), composite study over June-July 2012
Conclusion and future plans
Aerosols are key players in Mediterranean climate variabilityThey 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 capacityQuasi-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 ?
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