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Similar picture from MODIS and MISR aerosol optical depth (AOD) Both biomass and dust emissions in the Sahel during the winter season Emissions from the Bodélé depression throughout the year, peaking during the spring season Change in the latitude of the export with season
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2 x 2.5 resolution with 47 vertical levels Dust emitted according to Zender et al. [2003] Dust emitted into four size bins: 0.1–1.0, 1.0–1.8, 1.8–3.0, and 3.0–6.0 µm radius Optics improved using SHADE size distribution measurements
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AOD decreased by 10-25% Due to size dependence of scattering NB no change in total dust mass Original uniform mass partitioning New dust mass partitioning
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The model captures the spatial distribution, magnitude, and the seasonality of the AOD Statistical comparison with both MISR and MODIS yields R>0.63 over the region shown AOD at the Bodélé Depression underestimated by the model Comparison with AERONET also made at eight sites over the three year period
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Seasonality in vertical distribution reproduced well Missing aerosol close to ocean surface – dust and marine? Marine aerosol? Lapina et al. [2011]
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Annual westward export 250±50Tg (240±80Tg from MODIS 1 ) Deposition to Atlantic is slightly higher than other studies 1,2,3,4 Deposition to the Amazon is lower than previously estimated 1,5 1 Kaufman et al., [2005] 2 Ginoux et al., [2004] 3 Prospero et al., [1996] 4 Fan et al., [2004] 5 Mahowald et al., 2005] Tg 2006-2008AmazonCaribbeanAtlantic DJF3.6±2.50.4±0.156.3±24.2 MAM7.5±1.43.1±1.351.2±7.3 JJA5.1±0.919.5±2.467.0±3.0 SON0.4±0.41.3±0.936.0±0.8 TOTAL (Tg yr -1 ) 16.6±4.824.3±4.3210.5±31.9
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Good correlation with Barbados deposition measurements (R=0.74) Similar monthly variability between model and observations Observations suggest more dust export during Fall season Tg
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Dust Lifetime (days) Season GEOS- Chem MODISRatio DJF20064.44.31.0 20071.83.30.5 20081.83.40.5 MAM 20062.97.40.4 20073.46.60.5 20082.86.50.4 JJA 20063.85.20.7 20075.17.50.7 20084.114.00.3 SON 20062.12.70.8 20072.23.40.6 20082.22.01.1 Modeled lifetimes are typically 30-50% shorter than from MODIS Consistently 50% shorter in Spring Switching off convective removal increases deposition to Amazon by ~50%
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AOD Doubling emissions from Bodélé Depression improves agreement with MODIS and MISR R increased by ~10% and RMS error decreased by ~35% Dust deposited to Amazon increased by ~10%
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GEOS-Chem predicts 17±5Tg/yr is deposited in the Amazon, less than half of the 50Tg/yr estimate from satellite This contrasts with good model agreement with dust deposition measurements in Barbados (R=0.74) and westward dust export comparison with MODIS (250±50 and 240±80Tg/yr respectively) Modeled dust loss due to wet deposition appears too rapid A doubling of the dust from the Bodélé depression improves the agreement between the model and satellite observations Even at the extreme the model and the satellite estimates of dust deposition to the Amazon cannot be reconciled
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New GEOSchem Old GEOSchem AERONET Range of obs
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