GEOS-5 Configuration for ARCTAS: Difference between revisions
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The [http://www.espo.nasa.gov/arctas/ Arctic Research of the Composition of the Troposphere from Aircraft and Satellites] (ARCTAS will take place during the Spring and Summer of 2008. This is a working document defining the main attributes of the GEOS-5 system that will be deployed in real-time in support of ARCTAS. | The [http://www.espo.nasa.gov/arctas/ Arctic Research of the Composition of the Troposphere from Aircraft and Satellites] (ARCTAS will take place during the Spring and Summer of 2008. This is a working document defining the main attributes of the GEOS-5 system that will be deployed in real-time in support of ARCTAS. | ||
The [http://gmao.gsfc.nasa.gov/projects/arctas/ ARCTAS Forecasting Support at GSFC] page provides access to the main data products and web services. | |||
== To Do List == | |||
* '''2008-04-29''': Please add variable AIRDENS to the '''tavg3d_aer_p''' forecast file | |||
* '''2008-04-29''': Please add global CO2 tracer mixing ratio to the '''tavg3d_chm_p''' forecast file | |||
== Recent System Configuration Updates == | |||
* '''2008-03-31''': Added the following variables to the '''inst3d_met_p''' forecast file: | |||
** ''AIRDENS'' - air density | |||
** ''CLOUD'' - 3D cloud fraction | |||
* '''2008-03-27''': Added new output data set in forecast mode: '''inst3d_trj_v''' with winds and related meteorological parameters for supporting trajectory modeling. You can isnpect the contents of these files [http://opendap.nccs.nasa.gov:9090/dods/GEOS-5/ARCTAS/0.5_deg/fcast/inst3d_trj_v.latest.info here]. | |||
== The Baseline System == | == The Baseline System == | ||
[[image:Bc_north_atlantic.png|right]] | |||
The starting point is the GEOS-5 Atmospheric Data Assimilation System (GEOS-5 ADAS) used for the [http://gmao.gsfc.nasa.gov/merra/ Modern Era Retrospective-analysis for Research and Applications] (MERRA), consisting of the main subsystems: | The starting point is the GEOS-5 Atmospheric Data Assimilation System (GEOS-5 ADAS) used for the [http://gmao.gsfc.nasa.gov/merra/ Modern Era Retrospective-analysis for Research and Applications] (MERRA), consisting of the main subsystems: | ||
Line 22: | Line 39: | ||
== GEOS-5 Customization for ARCTAS == | == GEOS-5 Customization for ARCTAS == | ||
[[image:ARCTAS.regions.png|right]] | |||
The baseline GEOS-5 system will include the following new features in support of ARCTAS: | The baseline GEOS-5 system will include the following new features in support of ARCTAS: | ||
* Additional tracers: | * Additional tracers (see Table 1 for the definition of specific regions): | ||
** | ** 4 ''Hydrophobic/Hydrophilic'' Organic Carbon tag tracers driven by | ||
*** | *** boreal biomass burning | ||
*** | *** non-boreal biomass burning | ||
** 5 CO tag tracers driven by | ** 5 CO tag tracers driven by | ||
*** | *** boreal biomass burning | ||
*** | *** non-boreal biomass burning | ||
*** non-biomass emissions: North America, Europe and Asia | *** non-biomass emissions: North America, Europe, Northern and Southern Asia | ||
** 2 CFC F12 tracers tagged according to | ** 2 CFC F12 tracers tagged according to | ||
*** Tropospheric origin | *** Tropospheric origin | ||
Line 43: | Line 59: | ||
** OPeNDAP server | ** OPeNDAP server | ||
** Anonymous FTP | ** Anonymous FTP | ||
** Web Map Server (WMS) with GoogleEarth capabilities ( | ** Web Map Server (WMS) with GoogleEarth capabilities (SIVO) | ||
* On-line visualization system tailored for ARCTAS | * On-line visualization system tailored for ARCTAS | ||
** Web-based visualization of ''Chemical Weather'' | ** WMS viewer (SIVO) | ||
** | ** Web-based visualization of ''Chemical Weather'' (Code 613.3) | ||
** University of Washington ION-based package | |||
<center> | <center> | ||
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{| border="1" | {| border="1" | ||
|+ ''Table 1.'' Regions for defining tag tracers | |+ ''Table 1.'' Regions for defining tag tracers. Notice that ''ffeu''/'ffru' were revised on 1/4/08. | ||
! Region !! | ! Region !! Tag Tracers !! Masking | ||
|- | |- | ||
| | | Boreal || oc_bbbo, co_bbbo || [45N,90N] | ||
|- | |- | ||
| | | Non-Boreal || oc_bbnb, co_bbnb || [90S,45N) | ||
|- | |- | ||
| | | Northern Asia || co_ffru || 10 (9, 10 before 4/1) | ||
|- | |- | ||
| | | Southern Asian || co_ffas || 4 | ||
|- | |- | ||
| Europe || | | Europe || co_ffeu || 3, 9 (3 before 4/1) | ||
|- | |- | ||
| North America || | | North America || co_ffna || 1 | ||
|- | |- | ||
| Troposhere || | | Troposhere || cfc12_tt || below GEOS-5 PV-based tropopause | ||
|- | |- | ||
| Stratosphere || | | Stratosphere || cfc12_ss || above GEOS-5 PV-based tropopause | ||
|- | |- | ||
|} | |} | ||
Line 80: | Line 93: | ||
</center> | </center> | ||
== Emission | == Chemical Boundary Condition Datasets == | ||
===CO Sources=== | |||
CO emissions from '''fossil fuels''' are from a merge of several inventories. The | |||
emission files have been merged by Bryan Duncan using code and | |||
inventories provided by Bob Yantosca at Harvard University: | |||
* Global emissions: | |||
** Fossil fuel: 371.230 Tg | |||
** Bio-fuel: 165.776 Tg | |||
* EDGAR (2000) is the base global emissions for CO | |||
* '''Note''':: Base emissions are overwritten in regional areas with | |||
+ EPA/NEI99 over continental USA (1999) | |||
+ EMEP over Europe (??) | |||
+ BRAVO over Northern Mexico (??) | |||
+ David Streets over SE Asia & China (2000) | |||
+ David Streets over China only (2001) | |||
* no diurnal variation | |||
* seasonal variation (+/- 10%) applied to N. America and Europe >36 N as described in Duncan et al. (2007),except for China as Streets provides monthly emissions" | |||
'''CO biofuel''' emissions are from Yevich et al.[2003, Global Biogeochemical Cycles, 17 (4), 1095, doi:10.1029/2002GB001952]. To account for production of CO from co-emitted NMHC we apply scale | |||
factors to the direct emission sources from fossil fuels, biofuels, and | |||
biomass burning following Duncan et al. [2007, JGR, 112, D22301, doi:10.1029/2007JD008459]: | |||
co_ff = 1.20 * co_ff_inventory | |||
co_bf = 1.19 * co_bf_inventory | |||
co_bb = 1.11 * co_bb_inventory. | |||
'''Isoprene''' and '''terpene''' emissions were calculated by the | |||
GMI combo model based on Guenther et al. [1995, JGR, 100 (D5), 8,873-8,892]], using GEOS-4 meteorological fields; the estimation of the production of CO from '''biogenic NMHC''' is | |||
described in Duncan et al. [2007]. A given CO source from the oxidation of | |||
biogenic methanol was distributed according to the emission of isoprene as | |||
described in Duncan et al. [2007]. CO produced from '''methane oxidation''' is accounted for by using the monthly CH4 fields and assuming a CO yield of 1. The '''monthly CH4''' fields are based on the data from the NOAA GMD sites and distributed as a function of latitude [Bian et al., 2007]. | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/co_fossilfuel.x360_y181_t12.2001 Fossil Fuel] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/co_biofuel.x360_y181_t12.2001 Biofuel] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/co_biogenic.x288_y181_t12.2006.emcoisop Isoprene Emissions] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/o_biogenic.x288_y181_t12.2006.emconvoc Methanol Emissions] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/co_biogenic.x288_y181_t12.2006.emcoterp Terpene Emissions] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/gmi_oh_ch4_h2o2_no3.x144_y91_z72_t12.2006.ch4 Methane (sfc)] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/gmi_oh_ch4_h2o2_no3.x144_y91_z72_t12.2006.zonal.ch4 Methane (zonal average)] | |||
===CO2 Emission Fluxes=== | |||
CO2 emissions were compiled by Transcom 3 [Gurney et al., 2002]. | |||
CO2 fossil fuel is from Andres et al. [1996] and has a global total of 6.17 PgC/yr in 1995. | |||
CO2 ecosystem productivity is from a seasonally balanced terrestrial biosphere based on computations of net primary productivity from the Carnegie-Ames-Stanford Approach (CASA) biogeochemical model [Randerson et al., 1997]. | |||
CO2 ocean exchange due to air-sea gas exchange has a magnitude of -2.2 PgC/yr from 1x1 monthly mean CO2 fluxes derived from sea-surface pCO2 measurements [Takahashi et al., 1999].<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/bian.co2.x288_y181_t12.2001.emco2ff/ Fossil Fuels] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/bian.co2.x288_y181_t12.2001.emco2nep/ Ecosystem Productivity] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/bian.co2.x288_y181_t12.2001.emco2ocn/ Ocean Exchange] | |||
===Dust Source Function=== | |||
Fractional efficiency of grid cell at emitting dust. Based on Ginoux et al. 2001 [JGR, 106 (D17), 20,255-20273] and modified as in Chin et al. 2003 [JGR, 108 (D23), doi:10.1029/2003JD003642].<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/gocart.dust_source.v4a.x540_y361.1971/ Dust Source Function] | |||
===CFC Sources=== | |||
Surface emissions from the bottom-up emission inventory from IPCC [2005], which is generated based on McCulloch et al. 2001 [Atmos. Environ. 35(26), 4387-4397] and McCulloch et el. 2003 [Atmos. Environ. 37(7), 889-902] and AFEAS (Alternative Fluorocarbons Environmental Acceptability Study) [2004].<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/ARCTAS.CFC12/ CFC-12 Emission Fluxes] | |||
===Anthropogenic Aerosol and Precursor Emissions=== | |||
Fuel combustion emissions of SO2, BC, and OC in 2006 from 17 world regions are from David Streets (personal communication). We then map those emissions to global 1x1 grids based on the gridded emission patterns from Bonds et al. (1996) for BC and OC and EDGAR 1995 for SO2. We also assume a sulfate emission from fuel combustion sources which is 3% of the SO2 emission.<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/bond_streets.anthro_bc_src.sfc.x360_y181.2006/ Black Carbon] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/bond_streets.anthro_oc_src.sfc.x360_y181.2006/ Organic Carbon] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/bond_streets.anthro_so2_src.sfc.x360_y181.2006/ SO2] | |||
===Ship-based Aerosol and Precursor Emissions=== | |||
Total amount of SO2, BC, and OC emissions from international ship traffic are based on Eyring et al. (2005) for the years of 1980, 1995, 2001, and 2020 (projected). These numbers are distributed spatially based on the EDGAR 32FT2000 database and interpolated to 2006.<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/edgar.ship_bc_src.sfc.x360_y181.2007 Black Carbon] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/edgar.ship_oc_src.sfc.x360_y181.2007 Organic Carbon] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/edgar.ship_so2_src.sfc.x360_y181.2007 SO2] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/edgar.ship_so4_src.sfc.x360_y181.2007 Sulfate] | |||
===Biofuel Aerosol Emissions=== | |||
Biofuel emissions are from the Yevich and Logan [2003, Globlal Biogeochemical Cycles, 17, doi:10.1029/2002GB001952] with a seasonal variability in the United States as in Park et al. [2003, JGR, 108 (D12), 4355, doi:10.1029/2002JD003190].<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/harvard_rjpark.bc_biofuel.x360_y181_t12.1971/ Black Carbon] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/harvard_rjpark.oc_biofuel.x360_y181_t12.1971/ Organic Carbon] | |||
=== | ===DMS=== | ||
DMS has a wind speed dependent emission source at the ocean surface and a spatial emission pattern based on a monthly varying climatology of dissolved DMS [Kettle et al., 1999, Global Biogeochemical Cycles, 13 (2), 399-444].<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/kettle_chin.dms_sfcconcentration.x360_y181_t12.1971/ DMS Surface Concentrations] | |||
=== | ===Terpene for Organic Aerosol Production=== | ||
Terpene emissions are from Guenther et al. [1995, JGR, 100 (D5), 8,873-8,892].<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/geia.terpene_biogenic.x144_y91_t12.1971/ Terpene Emissions for Organic Carbon Aerosol Production] | |||
=== | ===Outgassing Volcanic SO2=== | ||
Continuously erupting volcanic emissions of SO2 are taken from Andres and Kasgnoc (1998) and is assumed to have a constant emission rate. Sporadically erupting volcanic emissions are based on the Global Volcanism Program (GVP) database and the TOMS/OMI SO2 data. Emission height is estimated using the volcanic eruption index (VEI) and the TOMS volcanic SO2 index (VSI) (Chin et al., 2000).<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/gocart_tldiehl.so2_continuous_volcanic.x544_y361.2000/ Outgassing Volcanic SO2] | |||
===Aircraft Fuel Consumption for SO2 Emissions=== | |||
Aircraft emissions of SO2, BC, and OC are estimated based fuel consumption data from the Atmospheric Effects of Aviation Project (AEAP) for 1976, 1984, 1992, 1999, and 2015 (projected) and interpolated to 2006.<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/nasa_aeap.aircraft_fuel.eta.x360_y181_z72_t12.2007/ Aircraft Fuel Consumption (column integrated)] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/nasa_aeap.aircraft_fuel.eta.x360_y181_z72_t12.2007.zonal/ Aircraft Fuel Consumption (zonal average)] | |||
===Oxidant Fields=== | |||
All oxidant fields are from the GMI combo Aura2_nlp model simulation.<br> | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/gmi_oh_ch4_h2o2_no3.x144_y91_z72_t12.2006.h2o2/ H2O2 (sfc)] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/gmi_oh_ch4_h2o2_no3.x144_y91_z72_t12.2006.zonal.h2o2/ H2O2 (zonal average)] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/gmi_oh_ch4_h2o2_no3.x144_y91_z72_t12.2006.no3/ NO3 (sfc)] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/gmi_oh_ch4_h2o2_no3.x144_y91_z72_t12.2006.zonal.no3/ NO3 (zonal average)] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/gmi_oh_ch4_h2o2_no3.x144_y91_z72_t12.2006.oh/ OH (sfc)] | |||
* [http://hyperion.gsfc.nasa.gov/People/Colarco/arctas/gmi_oh_ch4_h2o2_no3.x144_y91_z72_t12.2006.zonal.oh/ OH (zonal average)] | |||
== References == | == References == |
Latest revision as of 04:55, 29 April 2008
The Arctic Research of the Composition of the Troposphere from Aircraft and Satellites (ARCTAS will take place during the Spring and Summer of 2008. This is a working document defining the main attributes of the GEOS-5 system that will be deployed in real-time in support of ARCTAS.
The ARCTAS Forecasting Support at GSFC page provides access to the main data products and web services.
To Do List
- 2008-04-29: Please add variable AIRDENS to the tavg3d_aer_p forecast file
- 2008-04-29: Please add global CO2 tracer mixing ratio to the tavg3d_chm_p forecast file
Recent System Configuration Updates
- 2008-03-31: Added the following variables to the inst3d_met_p forecast file:
- AIRDENS - air density
- CLOUD - 3D cloud fraction
- 2008-03-27: Added new output data set in forecast mode: inst3d_trj_v with winds and related meteorological parameters for supporting trajectory modeling. You can isnpect the contents of these files here.
The Baseline System

The starting point is the GEOS-5 Atmospheric Data Assimilation System (GEOS-5 ADAS) used for the Modern Era Retrospective-analysis for Research and Applications (MERRA), consisting of the main subsystems:
- GEOS-5 Atmospheric Global Climate Model (GEOS-AGCM)
- The Gridpoint Statistical Interpolation (GSI) analysis system, jointly developed by NOAA/NCEP and GMAO
This system will be complemented by the GEOS-5 Aerosol/Chemistry (AeroChem) components that were used in support of TC4 (Tropical Composition, Cloud and Climate Coupling) Mission, including
- Global CO and CO2 tracers
- GOCART aerosols:
- Dust: 5 bins
- Sea-salt: 5 bins
- Organic carbon: hydrophobic and hydrophilic tracers
- Black carbon: hydrophobic and hydrophilic tracers
- Sulfates: SO2, SO4, Dimethylsulphide (DMS) and Methanesulphonic acid (MSA)
Advection, diffusion, and convective transport of the above tracers are performed on-line within the GEOS-5 AGCM.
GEOS-5 Customization for ARCTAS

The baseline GEOS-5 system will include the following new features in support of ARCTAS:
- Additional tracers (see Table 1 for the definition of specific regions):
- 4 Hydrophobic/Hydrophilic Organic Carbon tag tracers driven by
- boreal biomass burning
- non-boreal biomass burning
- 5 CO tag tracers driven by
- boreal biomass burning
- non-boreal biomass burning
- non-biomass emissions: North America, Europe, Northern and Southern Asia
- 2 CFC F12 tracers tagged according to
- Tropospheric origin
- Stratospheric origin
- 4 Hydrophobic/Hydrophilic Organic Carbon tag tracers driven by
- The GEOS-5 File Specification Addendum for ARCTAS documents describes the additional data products being generated
- A real-time data delivery system consisting of
- OPeNDAP server
- Anonymous FTP
- Web Map Server (WMS) with GoogleEarth capabilities (SIVO)
- On-line visualization system tailored for ARCTAS
- WMS viewer (SIVO)
- Web-based visualization of Chemical Weather (Code 613.3)
- University of Washington ION-based package
Region | Tag Tracers | Masking |
---|---|---|
Boreal | oc_bbbo, co_bbbo | [45N,90N] |
Non-Boreal | oc_bbnb, co_bbnb | [90S,45N) |
Northern Asia | co_ffru | 10 (9, 10 before 4/1) |
Southern Asian | co_ffas | 4 |
Europe | co_ffeu | 3, 9 (3 before 4/1) |
North America | co_ffna | 1 |
Troposhere | cfc12_tt | below GEOS-5 PV-based tropopause |
Stratosphere | cfc12_ss | above GEOS-5 PV-based tropopause |
Chemical Boundary Condition Datasets
CO Sources
CO emissions from fossil fuels are from a merge of several inventories. The emission files have been merged by Bryan Duncan using code and inventories provided by Bob Yantosca at Harvard University:
- Global emissions:
- Fossil fuel: 371.230 Tg
- Bio-fuel: 165.776 Tg
- EDGAR (2000) is the base global emissions for CO
- Note:: Base emissions are overwritten in regional areas with
+ EPA/NEI99 over continental USA (1999) + EMEP over Europe (??) + BRAVO over Northern Mexico (??) + David Streets over SE Asia & China (2000) + David Streets over China only (2001)
- no diurnal variation
- seasonal variation (+/- 10%) applied to N. America and Europe >36 N as described in Duncan et al. (2007),except for China as Streets provides monthly emissions"
CO biofuel emissions are from Yevich et al.[2003, Global Biogeochemical Cycles, 17 (4), 1095, doi:10.1029/2002GB001952]. To account for production of CO from co-emitted NMHC we apply scale factors to the direct emission sources from fossil fuels, biofuels, and biomass burning following Duncan et al. [2007, JGR, 112, D22301, doi:10.1029/2007JD008459]:
co_ff = 1.20 * co_ff_inventory co_bf = 1.19 * co_bf_inventory co_bb = 1.11 * co_bb_inventory.
Isoprene and terpene emissions were calculated by the GMI combo model based on Guenther et al. [1995, JGR, 100 (D5), 8,873-8,892]], using GEOS-4 meteorological fields; the estimation of the production of CO from biogenic NMHC is described in Duncan et al. [2007]. A given CO source from the oxidation of biogenic methanol was distributed according to the emission of isoprene as described in Duncan et al. [2007]. CO produced from methane oxidation is accounted for by using the monthly CH4 fields and assuming a CO yield of 1. The monthly CH4 fields are based on the data from the NOAA GMD sites and distributed as a function of latitude [Bian et al., 2007].
- Fossil Fuel
- Biofuel
- Isoprene Emissions
- Methanol Emissions
- Terpene Emissions
- Methane (sfc)
- Methane (zonal average)
CO2 Emission Fluxes
CO2 emissions were compiled by Transcom 3 [Gurney et al., 2002].
CO2 fossil fuel is from Andres et al. [1996] and has a global total of 6.17 PgC/yr in 1995.
CO2 ecosystem productivity is from a seasonally balanced terrestrial biosphere based on computations of net primary productivity from the Carnegie-Ames-Stanford Approach (CASA) biogeochemical model [Randerson et al., 1997].
CO2 ocean exchange due to air-sea gas exchange has a magnitude of -2.2 PgC/yr from 1x1 monthly mean CO2 fluxes derived from sea-surface pCO2 measurements [Takahashi et al., 1999].
Dust Source Function
Fractional efficiency of grid cell at emitting dust. Based on Ginoux et al. 2001 [JGR, 106 (D17), 20,255-20273] and modified as in Chin et al. 2003 [JGR, 108 (D23), doi:10.1029/2003JD003642].
CFC Sources
Surface emissions from the bottom-up emission inventory from IPCC [2005], which is generated based on McCulloch et al. 2001 [Atmos. Environ. 35(26), 4387-4397] and McCulloch et el. 2003 [Atmos. Environ. 37(7), 889-902] and AFEAS (Alternative Fluorocarbons Environmental Acceptability Study) [2004].
Anthropogenic Aerosol and Precursor Emissions
Fuel combustion emissions of SO2, BC, and OC in 2006 from 17 world regions are from David Streets (personal communication). We then map those emissions to global 1x1 grids based on the gridded emission patterns from Bonds et al. (1996) for BC and OC and EDGAR 1995 for SO2. We also assume a sulfate emission from fuel combustion sources which is 3% of the SO2 emission.
Ship-based Aerosol and Precursor Emissions
Total amount of SO2, BC, and OC emissions from international ship traffic are based on Eyring et al. (2005) for the years of 1980, 1995, 2001, and 2020 (projected). These numbers are distributed spatially based on the EDGAR 32FT2000 database and interpolated to 2006.
Biofuel Aerosol Emissions
Biofuel emissions are from the Yevich and Logan [2003, Globlal Biogeochemical Cycles, 17, doi:10.1029/2002GB001952] with a seasonal variability in the United States as in Park et al. [2003, JGR, 108 (D12), 4355, doi:10.1029/2002JD003190].
DMS
DMS has a wind speed dependent emission source at the ocean surface and a spatial emission pattern based on a monthly varying climatology of dissolved DMS [Kettle et al., 1999, Global Biogeochemical Cycles, 13 (2), 399-444].
Terpene for Organic Aerosol Production
Terpene emissions are from Guenther et al. [1995, JGR, 100 (D5), 8,873-8,892].
Outgassing Volcanic SO2
Continuously erupting volcanic emissions of SO2 are taken from Andres and Kasgnoc (1998) and is assumed to have a constant emission rate. Sporadically erupting volcanic emissions are based on the Global Volcanism Program (GVP) database and the TOMS/OMI SO2 data. Emission height is estimated using the volcanic eruption index (VEI) and the TOMS volcanic SO2 index (VSI) (Chin et al., 2000).
Aircraft Fuel Consumption for SO2 Emissions
Aircraft emissions of SO2, BC, and OC are estimated based fuel consumption data from the Atmospheric Effects of Aviation Project (AEAP) for 1976, 1984, 1992, 1999, and 2015 (projected) and interpolated to 2006.
Oxidant Fields
All oxidant fields are from the GMI combo Aura2_nlp model simulation.