<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACP</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACP</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-10-8453-2010</article-id>
<title-group>
<article-title>Isoprene emissions modelling for West Africa: MEGAN model evaluation and sensitivity analysis</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ferreira</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Reeves</surname>
<given-names>C. E.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Murphy</surname>
<given-names>J. G.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Garcia-Carreras</surname>
<given-names>L.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Parker</surname>
<given-names>D. J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Oram</surname>
<given-names>D. E.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>School of Environmental Sciences, University of East Anglia, Norwich, UK</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>CESAM &amp; Department of Environment and Planning, University of Aveiro, 3810–193 Aveiro, Portugal</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Department of Chemistry, University of Toronto, Toronto, Canada</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Institute for Climate and Atmospheric Science, University of Leeds, UK</addr-line>
</aff>
<pub-date pub-type="epub">
<day>07</day>
<month>09</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>17</issue>
<fpage>8453</fpage>
<lpage>8467</lpage>
<permissions>
<license xlink:type="simple">
<license-p>This is an open-access article ditributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/8453/2010/acp-10-8453-2010.html">This article is available from http://www.atmos-chem-phys.net/10/8453/2010/acp-10-8453-2010.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/8453/2010/acp-10-8453-2010.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/10/8453/2010/acp-10-8453-2010.pdf</self-uri>
<abstract>
<p>Isoprene emissions are the largest source of reactive carbon to the
atmosphere, with the tropics being a major source region. These natural
emissions are expected to change with changing climate and human impact on
land use. As part of the African Monsoon Multidisciplinary Analyses (AMMA)
project the Model of Emissions of Gases and Aerosols from Nature (MEGAN) has
been used to estimate the spatial and temporal distribution of isoprene
emissions over the West African region. During the AMMA field campaign,
carried out in July and August 2006, isoprene mixing ratios were measured on
board the FAAM BAe-146 aircraft. These data have been used to make a
qualitative evaluation of the model performance.
&lt;br&gt;&lt;br&gt;
MEGAN was firstly applied to a large area covering much of West Africa from
the Gulf of Guinea in the south to the desert in the north and was able to
capture the large scale spatial distribution of isoprene emissions as
inferred from the observed isoprene mixing ratios. In particular the model
captures the transition from the forested area in the south to the bare
soils in the north, but some discrepancies have been identified over the
bare soil, mainly due to the emission factors used. Sensitivity analyses
were performed to assess the model response to changes in driving
parameters, namely Leaf Area Index (LAI), Emission Factors (EF), temperature
and solar radiation.
&lt;br&gt;&lt;br&gt;
A high resolution simulation was made of a limited area south of Niamey,
Niger, where the higher concentrations of isoprene were observed. This is
used to evaluate the model&apos;s ability to simulate smaller scale spatial
features and to examine the influence of the driving parameters on an hourly
basis through a case study of a flight on 17 August 2006.
&lt;br&gt;&lt;br&gt;
This study highlights the complex interactions between land surface
processes and the meteorological dynamics and chemical composition of the
PBL. This has implications for quantifying the impact of biogenic emissions
on the atmospheric composition over West Africa and any changes that may
occur with changing climate.</p>
</abstract>
<counts><page-count count="15"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple"> Aghedo, A. M., Schultz, M. G., and Rast, S.: The influence of African air pollution on regional and global tropospheric ozone, Atmos. Chem. Phys., 7, 1193–1212, doi:10.5194/acp-7-1193-2007, 2007. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Agusti-Panareda, A., Beljaars, A., Cardinali, C., Genkova, I., and Thorncroft, C.: Impact of assimilating AMMA soundings on ECMWF analyses and forecasts, Weather Forecast., 25(4), 1142–1160, doi:10.1175/2010WAF2222370.1, 2010. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> AMMA web site: http://www.amma-international.org, last access: December 2009. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Andreae, M. O., Chapuis, A., Cros, B., Fontan, J., Helas, G., Justice, C., Kaufman, Y. J., Minga, A., and Nganga, D.: Ozone and Aitken Nuclei over Equatorial Africa–Airborne Observations During Decafe-88, J. Geophys. Res.-Atmos., 97, 6137–6148, 1992. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Ashworth, K., Wild, O., and Hewitt, C. N.: Sensitivity of isoprene emissions estimated using MEGAN to the time resolution of input climate data, Atmos. Chem. Phys., 10, 1193–1201, doi:10.5194/acp-10-1193-2010, 2010. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Bechara, J., Borbon, A., Jambert, C., Colomb, A., and Perros, P. E.: Evidence of the impact of deep convection on reactive volatile organic compounds in the upper tropical troposphere during the AMMA experiment in West Africa, Atmos. Chem. Phys. Discuss., 9, 20309–20346, doi:10.5194/acpd-9-20309-2009, 2009. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Cros, B., Fontan, J., Minga, A., Helas, G., Nganga, D., Delmas, R., Chapuis, A., Benech, B., Druilhet, A., and Andreae, M. O.: Vertical profiles of ozone between 0 meters and 400 meters in and above the African Equatorial Forest, J. Geophys. Res.-Atmos., 97, 12877–12887, 1992. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Delmas, R., Lacaux, J. P., Menaut, J. C., Abbadie, L., Leroux, X., Helas, G., and Lobert, J.: Nitrogen Compound Emission from Biomass Burning in Tropical African Savanna Fos/Decafe - 1991 Experiment (Lamto, Ivory-Coast), J. Atmos. Chem., 22, 175–193, 1995. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Delmas, R. A., Druilhet, A., Cros, B., Durand, P., Delon, C., Lacaux, J. P., Brustet, J. M., Serca, D., Affre, C., Guenther, A., Greenberg, J., Baugh, W., Harley, P., Klinger, L., Ginoux, P., Brasseur, G., Zimmerman, P. R., Gregoire, J. M., Janodet, E., Tournier, A., Perros, P., Marion, T., Gaudichet, A., Cachier, H., Ruellan, S., Masclet, P., Cautenet, S., Poulet, D., Biona, C. B., Nganga, D., Tathy, J. P., Minga, A., Loemba-Ndembi, J., and Ceccato, P.: Experiment for Regional Sources and Sinks of Oxidants (EXPRESSO): An overview, J. Geophys. Res.-Atmos., 104, 30609–30624, 1999. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Dudhia, J.: A nonhydrostatic version of the Penn State – NCAR Mesoscale Model: Validation tests and simulation of an Atlantic cyclone and cold front, Mon. Weather Rev., 121, 1493–1513, 1993. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Fehsenfeld, F., Calvert, J., Fall, R., Goldan, P., Guenther, A. B., Hewitt, C. N., Lamb, B., Liu, S., Trainer, M., Westberg, H., and Zimmerman, P.: Emissions of volatile organic compounds from vegetation and the implications for atmospheric chemistry, Global Biogeochem. Cy., 6, 390–430, 1992. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Flaounas, E., Bastin, S., and Janicot, S.: Regional climate modelling of the 2006 West African monsoon: sensitivity to convection and planetary boundary layer parameterisation using WRF, Clim. Dynam., Online First, 1–23, doi:10.1007/s00382-010-0785-3, 2010. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Fontan, J., Druilhet, A., Benech, B., Lyra, R., and Cros, B.: The Decafe Experiments – Overview and Meteorology, J. Geophys. Res.-Atmos., 97, 6123–6136, 1992. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Garcia-Carreras, L., Parker, D. J., Taylor, C. M., Reeves, C. E., and Murphy, J. G.: Impact of mesoscale vegetation heterogeneities on the dynamical and thermodynamic properties of the planetary boundary layer, J. Geophys. Res., 115, D03102, doi:10.1029/2009JD012811, 2010. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Greenberg, J. P., Guenther, A. B., Madronich, S., Baugh, W., Ginoux, P., Druilhet, A., Delmas, R., and Delon, C.: Biogenic volatile organic compound emissions in central africa during the experiment for the regional sources and sinks of oxidants (expresso) biomass burning season, J. Geophys. Res.-Atmos., 104, 30659–30671, 1999. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Greenberg, J. P., Guenther, A., Harley, P., Otter, L., Veenendaal, E. M., Hewitt, C. N., James, A. E., and Owen, S. M.: Eddy flux and leaf-level measurements of biogenic voc emissions from mopane woodland of botswana, J. Geophys. Res.-Atmos., 108, 8466–8474, 2003. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Grell, G. A., Dudhia, J., and Stauffer, D. R.: A description of the fifth-generation Penn State/NCAR mesoscale model (MM5), NCAR/TN-398 STR, Penn State/NCAR, 1994. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther, A., Hewitt, C. N., Erickson, D., Fall, R., Geron, C., Graedel, T., Harley, P., Klinger, L., Lerdau, M., McKay, W. A., Pierce, T., Scholes, B., Steinbrecher, R., Tallamraju, R., Taylor, J., and Zimmerman, P.: A global model of natural volatile organic compound emissions, J. Geophys. Res., 100, 8873–8892, 1995. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther, A., Otter, L., Zimmerman, P., Greenberg, J., Scholes, R., and Scholes, M.: Biogenic hydrocarbon emissions from southern african savannas, J. Geophys. Res.-Atmos., 101, 25859–25865, 1996. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther, A., Baugh, B., Brasseur, G., Greenberg, J., Harley, P., Klinger, L., Serca, D., and Vierling, L.: Isoprene emission estimates and uncertainties for the central african expresso study domain, J. Geophys. Res.-Atmos., 104, 30625–30639, 1999. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther, A., Karl, T., Harley, P., Wiedinmyer, C., Palmer, P. I., and Geron, C.: Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature), Atmos. Chem. Phys., 6, 3181–3210, doi:10.5194/acp-6-3181-2006, 2006. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Harley, P., Monson, R., and Lerdau, M.: Ecological and evolutionary aspects of isoprene emission from plants, Oecologia, 118, 109–123, 1999. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Janicot, S., Thorncroft, C. D., Ali, A., Asencio, N., Berry, G., Bock, O., Bourles, B., Caniaux, G., Chauvin, F., Deme, A., Kergoat, L., Lafore, J.-P., Lavaysse, C., Lebel, T., Marticorena, B., Mounier, F., Nedelec, P., Redelsperger, J.-L., Ravegnani, F., Reeves, C. E., Roca, R., de Rosnay, P., Schlager, H., Sultan, B., Tomasini, M., Ulanovsky, A., and ACMAD forecasters team: Large-scale overview of the summer monsoon over West Africa during the AMMA field experiment in 2006, Ann. Geophys., 26, 2569–2595, doi:10.5194/angeo-26-2569-2008, 2008. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Jonquieres, I., Marenco, A., Maalej, A., and Rohrer, F.: Study of ozone formation and transatlantic transport from biomass burning emissions over West Africa during the airborne Tropospheric Ozone Campaigns TROPOZ I and TROPOZ II, J. Geophys. Res.-Atmos., 103, 19059–19073, 1998. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Kavouras, I. G., Mihalopoulos, N., and Stephanou, E. G.: Formation of atmospheric particles from organic acids produced by forests, Nature, 395, 683–686, 1998. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Klinger, L. F., Greenberg, J., Guenther, A., Tyndall, G., Zimmerman, P., M&apos;Bangui, M., and Moutsambote, J. M.: Patterns in volatile organic compound emissions along a savanna rainforest gradient in central africa, J. Geophys. Res.-Atmos., 103, 1443–1454, 1998. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Lamb, B., Guenther, A., Gay, D., and Westberg, H.: A national inventory of biogenic hydrocarbon emissions, Atmos. Environ., 21, 1695–1705, 1987. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Loreto, F. and Sharkey, T. D.: A gas-exchange study of photosynthesis and isoprene emission in Quercus rubra L., Planta, 182, 523–531, 1990. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> MEGAN Data Portal: http://acd.ucar.edu/~guenther/MEGAN/MEGAN.htm, last access: January 2010, http://cdp.ucar.edu/, last access: January 2010. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Monson, R., Hills, A., Zimmerman, P., and Fall, R.: Studies of the relationship between isoprene emission rate and CO&lt;sub&gt;2&lt;/sub&gt; or photon-flux density using a real-time isoprene analyzer, Plant Cell Environ., 14, 517–523, 1991. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Müller, J.-F., Stavrakou, T., Wallens, S., De Smedt, I., Van Roozendael, M., Potosnak, M. J., Rinne, J., Munger, B., Goldstein, A., and Guenther, A. B.: Global isoprene emissions estimated using MEGAN, ECMWF analyses and a detailed canopy environment model, Atmos. Chem. Phys., 8, 1329–1341, doi:10.5194/acp-8-1329-2008, 2008. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Murphy, J. G., Oram, D. E., and Reeves, C. E.: Measurements of volatile organic compounds over West Africa, Atmos. Chem. Phys., 10, 5281–5294, doi:10.5194/acp-10-5281-2010, 2010. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> National Centre for Environmental Prediction (NCEP) global 1-degree reanalysis data updated every 6-hours: http://dss.ucar.edu/datasets/ds083.2/data/, last access: October 2008. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Otter, L. B., Guenther, A., and Greenberg, J.: Seasonal and spatial variations in biogenic hydrocarbon emissions from southern african savannas and woodlands, Atmos. Environ., 36, 4265–4275, 2002. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Otter, L., Guenther, A., Wiedinmyer, C., Fleming, G., Harley, P., and Greenberg, J.: Spatial and temporal variations in biogenic volatile organic compound emissions for africa south of the 30 equator, J. Geophys. Res.-Atmos., 108, SAF41.1–SAF41.12, 2003. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Pfister, G. G., Emmons, L. K., Hess, P. G., Lamarque, J. F., Orlando, J. J., Walters, S., Guenther, A., Palmer, P. I., and Lawrence, P. J.: Contribution of isoprene to chemical budgets: A model tracer study with the ncar ctm mozart-4, J. Geophys. Res.-Atmos., 113, D05308, doi:10.1029/2007JD008948, 2008. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Reeves, C. E., Formenti, P., Afif, C., Ancellet, G., Attie, J.-L., Bechara, J., Borbon, A., Cairo, F., Coe, H., Crumeyrolle, S., Fierli, F., Flamant, C., Gomes, L., Hamburger, T., Lambert, C., Law, K. S., Mari, C., Matsuki, A., Methven, J., Mills, G. P., Minikin, A., Murphy, J. G., Nielsen, J. K., Oram, D. E., Parker, D. J., Richter, A., Schlager, H., Schwarzenboeck, A., and Thouret, V.: Chemical and aerosol characterisation of the troposphere over West Africa during the monsoon period as part of AMMA, Atmos. Chem. Phys. Discuss., 10, 7115–7183, doi:10.5194/acpd-10-7115-2010, 2010. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Sauvage, B., Thouret, V., Cammas, J.-P., Gheusi, F., Athier, G., and Nédélec, P.: Tropospheric ozone over Equatorial Africa: regional aspects from the MOZAIC data, Atmos. Chem. Phys., 5, 311–335, doi:10.5194/acp-5-311-2005, 2005. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Sauvage, B., Thouret, V., Cammas, J. P., Brioude, J., Nédélec, P., and Mari, C.: Meridional ozone gradients in the African upper troposphere, Geophys. Res. Lett., 34, L03817, doi:10.1029/2006GL028542, 2007. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Serca, D., Guenther, A., Klinger, L., Vierling, L., Harley, P., Druilhet, A., Greenberg, J., Baker, B., Baugh, W., Bouka-Biona, C., and Loemba-Ndembi, J.: Expresso flux measurements at upland and lowland congo tropical forest site, Tellus B, 53, 220–234, 2001. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Sijikumar, S., Roucou, P., and Fontaine, B.: Monsoon onset over Sudan-Sahel: Simulation by the regional scale model MM5, Geophys. Res. Lett., 33(3), L03814, doi:10.1029/2005GL024819, 2006. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Sowden, M., Zunckel, M., and Van Tienhoven, A. M.: Assessment of the status of biogenic organic emissions and impacts on air quality in southern Africa, Tellus, 59B, 535–541, 2007. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Williams, J. E., Scheele, M. P., van Velthoven, P. F. J., Cammas, J.-P., Thouret, V., Galy-Lacaux, C., and Volz-Thomas, A.: The influence of biogenic emissions from Africa on tropical tropospheric ozone during 2006: a global modeling study, Atmos. Chem. Phys., 9, 5729–5749, doi:10.5194/acp-9-5729-2009, 2009. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> WRF Weather Research and Forecasting Model: http://www.wrfmodel.org/, last access: January 2010. </mixed-citation>
</ref>
</ref-list>
</back>
</article>