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Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA Peter Colarco, GEST/UMBC, NASA GSFC Brian Toon, LASP/PAOS, University of Colorado Data from : Paul De Mott, Mike Poellot, Si-Chee Tsay, Judd Welton, James Campbell, Joe Prospero, MODIS and TOMS science teams

Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

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Page 1: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Dust, Smoke, and Sea Salt Concentrations Simulated during

CRYSTAL-FACE with MATCH/CARMA

Peter Colarco, GEST/UMBC, NASA GSFCBrian Toon, LASP/PAOS, University of Colorado

Data from:Paul De Mott, Mike Poellot, Si-Chee Tsay, Judd Welton, James Campbell, Joe Prospero, MODIS and TOMS science teams

Page 2: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

MotivationSimulate dust, sea salt, and smoke aerosol concentrations duringCRYSTAL-FACE

Lend context to aerosol observations made during the experiment

Assist in interpretation of radiation measurements

Page 3: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

MATCH/CARMA3D aerosol transport modelDriven by NCEP reanalyses (~ 2° x 2°, 28 vertical layers)Physics are from NCAR MATCH modelFields are subsetted to a region of interest and fed into CARMACARMA does sources, transport, and removalResolve 8 size bins from 0.1 – 10 µm radius

SourcesDust: Ginoux et al. [2001]Sea Salt: Monahan et al. [1986]Smoke: not yet!

RemovalSedimentationDry DepositionWet Removal

Page 4: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Smoke: June 29, 2002

Page 5: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

MODIS-TERRA

Page 6: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

TOMS: July 1, 2002

Page 7: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

TOMS: July 3, 2002

Page 8: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

MPL at eastern ground site

Page 9: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Back trajectories: July 3, 2002

Θ=330 K

Page 10: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Sea SaltSea salt fluxes are wind speed dependent

Page 11: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Dust SourcesDust sources are located preferentially in topographic lowsSources are wind speed, soil moisture dependent

Page 12: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

AOD near Sources

Page 13: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

AOD far from Sources

Page 14: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Surface dust masses

Page 15: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

July 29, 2002Both the model and theMPL see an elevateddust layer between2 and 4 km

Page 16: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Comparison to aircraft profile

Page 17: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Volume profile

Page 18: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Dust/Sea Salt Size Distribution

EasternGround-site

Page 19: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Sensitivity Tests

Page 20: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Θ=310 K

Back trajectories

Page 21: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Sensitivity Test: Add a Coastal Source

Page 22: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Vertical Profile with Coastal Source

Page 23: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Mass with Coastal SourceNo wet simulations put too much dust at the surfaceThe added coastal source elevates the surface concentration

Page 24: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Size Distribution with Coastal Source

Page 25: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Is this source in MODIS-Terra?

Page 26: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Is this source in MODIS-Aqua?

Page 27: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

ConclusionsEvidence for long-range transport of smoke over Florida

The dust model shows dust at the right altitude on July 29Not enough dust to match the lidar extinctionSurface concentrations are too low

Turning off wet removal makes the rest of the simulation look worse

Increasing the source or adding a coastal source can help, but what’s the evidence for this?

Possibly the wind fields are not right..?

Page 28: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°

Future DirectionsFurther evaluation of the sea salt source

Include smoke aerosol in the simulation for the CF time frame

Try another wind source for the dustemissionstransport

Further investigate the removal mechanisms at play here

Acknowledgement: Thanks to Leslie Lait for some quick computer help!

Page 29: Dust, Smoke, and Sea Salt Concentrations Simulated during CRYSTAL-FACE with MATCH/CARMA · 2008. 7. 9. · MATCH/CARMA 3D aerosol transport model Driven by NCEP reanalyses (~ 2°