<?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">ACPD</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACPD</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7375</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/acpd-9-4609-2009</article-id>
<title-group>
<article-title>Global emissions of non-methane hydrocarbons deduced from SCIAMACHY formaldehyde columns through 2003&amp;ndash;2006</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Stavrakou</surname>
<given-names>T.</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>Müller</surname>
<given-names>J.-F.</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>De Smedt</surname>
<given-names>I.</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>Van Roozendael</surname>
<given-names>M.</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>van der Werf</surname>
<given-names>G. R.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Giglio</surname>
<given-names>L.</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>Guenther</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Belgian Institute for Space Aeronomy, Avenue Circulaire 3, 1180, Brussels, Belgium</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Faculty of Earth and Life Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Science Systems and Applications, Inc. NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>National Center for Atmospheric Research, Boulder, CO 80303, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>24</day>
<month>02</month>
<year>2009</year>
</pub-date>
<volume>9</volume>
<issue>1</issue>
<fpage>4609</fpage>
<lpage>4651</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-discuss.net/9/4609/2009/acpd-9-4609-2009.html">This article is available from http://www.atmos-chem-phys-discuss.net/9/4609/2009/acpd-9-4609-2009.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/9/4609/2009/acpd-9-4609-2009.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/9/4609/2009/acpd-9-4609-2009.pdf</self-uri>
<abstract>
<p>Formaldehyde columns retrieved from the Scanning Imaging Absorption Spectrometer
for Atmospheric Chartography/Chemistry (SCIAMACHY) instrument onboard
ENVISAT satellite through 2003 to 2006 are used as top-down constraints
to derive updated global biogenic and biomass burning flux estimates for the
non-methane volatile organic compounds (NMVOCs) precursors of formaldehyde.
Our interest is centered over regions experiencing strong emissions, and hence
exhibiting a high signal-to-noise ratio and lower measurement uncertainties.
The formaldehyde dataset used in this study has been recently made available
to the community and complements the long record of formaldehyde measurements
from the Global Ozone Monitoring Experiment (GOME). We use the IMAGESv2 global
chemistry-transport model driven by the Global Fire Emissions Database (GFED)
version 1 or 2 for biomass burning, and from the newly developed MEGAN-ECMWF
isoprene emission database. The adjoint of the model is implemented in a
grid-based framework within which emission fluxes are derived at the model
resolution, together with a differentiation of the sources in a grid cell.
Two inversion studies are conducted using either the GFEDv1 or GFEDv2 as prior
for the pyrogenic fluxes. Although on the global scale the inferred emissions
from the two categories exhibit only weak deviations from the corresponding
prior estimates, the regional updates often present large departures from their
prior values. The posterior isoprene emissions over North America, amounting
to about 34 Tg C/yr, are estimated to be on average by 25% lower than the
prior over 2003–2006, whereas a strong increase (55%) is deduced over the
south African continent, the optimized emission being estimated at 57 Tg C/yr.
Over Indonesia the biogenic emissions appear to be overestimated by 20–30%,
whereas over Indochina and the Amazon basin during the wet season the prior
inventory captures both the seasonality and the magnitude of the observed
columns. Although neither biomass burning inventory seems to be consistent
with the data over all regions, pyrogenic estimates inferred from the two
inversions are reasonably similar, despite their prior deviations.
A number of sensitivity experiments are conducted in order to assess the impact of
uncertainties related to the inversion setup and the chemical mechanism.
Whereas changes in the background error covariance matrix have only a
limited impact on the posterior fluxes, the use of an alternative isoprene
mechanism characterized by lower HCHO yields (the GEOS-Chem mechanism) increases
the posterior isoprene source estimate by 11% over Northern America,
and by up to 40% in tropical regions.</p>
</abstract>
<counts><page-count count="43"/></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"> Abbot, D., Palmer, P I., Martin, R V., Chance, K V., Jacob, D J., and Guenther, A.: Seasonal and interannual variability of North American isoprene emissions as determined by formaldehyde column measurements from space, Geophys. Res. Lett., 30(17), 1886, doi:10.1029/2003GL017336, 2003. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Andreae, M O. and Merlet, P.: Emission of trace gases and aerosols from biomass burning, Global Biogeochem. Cycles, 15, 955–966, 2001. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Aragão, L E O C., Malhi, Y., Roman-Cuesta, R M., Saatchi, S., Anderson, L O., and Shimabukur, Y E.: Fingerprints of the 1997/1998 and 2005 droughts and their impact on the susceptibility of Amazonian rainforests to fires, Geophys. Phys. Lett., 34, L07701, doi:10.1029/2006GL028946, 2007. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Butler, T. M., Taraborrelli, D., Brühl, C., Fischer, H., Harder, H., Martinez, M., Williams, J., Lawrence, M. G., and Lelieveld, J.: Improved simulation of isoprene oxidation chemistry with the ECHAM5/MESSy chemistry-climate model: lessons from the GABRIEL airborne field campaign, Atmos. Chem. Phys., 8, 4529–4546, 2008. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Cantrell C A., Davidson, J A., McDaniel, A H., Shetter, R E., and Calvert, J G.: Temperature-dependent formaldehyde cross sections in the near-ultraviolet spectral region, J. Phys. Chem, 94, 3902–3908, 1990. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Chance, K V., Palmer, P I., Spurr, R J D., Martin, R V., Kurosu, T P., and Jacob, D J.: Satellite observations of formaldehyde over North America from GOME, Geophys. Res. Lett., 27, 3461–3464, 2000. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Chance, K V., Kurosu, T P., and Rothman, L S.: HCHO retrieval in OMI Algorithm Theoretical Basis Document, Volume IV – OMI Trace gas algorithms, ATBD-OMI-04, Version 2.0, edited by: Chance, K., Cambridge, 2002. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Cohen, R. C., Helmig, D., and Lelieveld, J.: The &quot;Guyanas Atmosphere-Biosphere exchange and Radicals Intensive Experiment with a Learjet&quot; (GABRIEL) measurement campaign in October 2005, Atmos. Chem. Phys., Special Issue, 2008. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Dentener, F., Kinne, S., Bond, T., Boucher, O., Cofala, J., Generoso, S., Ginoux, P., Gong, S., Hoelzemann, J. J., Ito, A., Marelli, L., Penner, J. E., Putaud, J.-P., Textor, C., Schulz, M., van der Werf, G. R., and Wilson, J.: Emissions of primary aerosol and precursor gases in the years 2000 and 1750 prescribed data-sets for AeroCom, Atmos. Chem. Phys., 6, 4321–4344, 2006. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> De Smedt, I., Müller, J.-F., Stavrakou, T., van der A, R., Eskes, H., and Van Roozendael, M.: Twelve years of global observations of formaldehyde in the troposphere using GOME and SCIAMACHY sensors, Atmos. Chem. Phys., 8, 4947–4963, 2008. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Eerdekens, G., Ganzeveld, L., Vilà-Guerau de Arellano, J., Klüpfel, T., Sinha, V., Yassaa, N., Williams, J., Harder, H., Kubistin, D., Martinez, M., and Lelieveld, J.: Flux estimates of isoprene, methanol and acetone from airborne PTR-MS measurements over the tropical rainforest during the GABRIEL 2005 campaign, Atmos. Chem. Phys. Discuss., 8, 12903–12969, 2008. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Evans, M J., Fiore, A., and Jacob, D J.: The GEOS-Chem chemical mechanism version 5-07-8, Harvard University, Cambridge, MA, USA, http://homepages.see.leeds.ac.uk/~lecmje/GEOS-CHEM/geoschem_mech.pdf, 2003. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Fried, A., Walega, J G., Olson, J R., Crawford, J H., Chen, G., Weibring, P., Richter, D., Roller, C., Tittel, F., Heikes, B G., Snow, J A., Shen, H.,~O&apos;Sullivan, D W., Porter, M J., Fuelberg, H E., Halland, J J., and Millet, D B.: Formaldehyde over North America and the North Atlantic during the Summer 2004 INTEX Campaign: Methods, Observed Distributions, and Measurement-Comparisons, J. Geophys. Res., 113, D10302, doi:10.1029/2007JD009185, 2008. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Fu, T.-M., Jacob, D J., Palmer, P I., Chance, K., Wang, Y X., Barletta, B., Blake, D R., Stanton, J C., and Pilling, M J.: Space-based formaldehyde measurements as constraints on volatile organic compound emissions in east and south Asia and implication for ozone, J. Geophys. Res., 112, D06312, doi:10.1029.2006JD007853, 2007. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Ganzeveld, L., Eerdekens, G., Feig, G., Fischer, H., Harder, H., Königstedt, R., Kubistin, D., Martinez, M., Meixner, F. X., Scheeren, H. A., Sinha, V., Taraborrelli, D., Williams, J., Vilà-Guerau de Arellano, J., and Lelieveld, J.: Surface and boundary layer exchanges of volatile organic compounds, nitrogen oxides and ozone during the GABRIEL campaign, Atmos. Chem. Phys., 8, 6223–6243, 2008. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Giglio, L., van der Werf, G. R., Randerson, J. T., Collatz, G. J., and Kasibhatla, P.: Global estimation of burned area using MODIS active fire observations, Atmos. Chem. Phys., 6, 957–974, 2006. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Giglio, L.: Characterization of the tropical diurnal fire cycle using VIRS and MODIS observations, Remote Sensing of Environment, 108, 407–421, 2007. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Gilbert, J.-C. and Lemaréchal, C.: Some numerical experiments with variable storage quasi-Newton algorithms, Math. Programm., 45, 407–435, 1989. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</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, 2006. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Heikes, B., Snow, J., Egli, P., O&apos;Sullivan, D., Crawford, J., Olson, J., Chen, G., Davis, D., Blake, N., and Blake, D.: Formaldehyde over the central Pacific during PEM-Tropics B, J. Geophys. Res., 106(D23), 32717–32731, 2001. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Karl, T., Guenther, A., Yokelson, R J., Greenberg, J., Potosnak, M., Blake, D R., and Artaxo, P.: The tropical forest and fire emissions experiment: Emission, chemistry, and transport of biogenic volatile organic compounds in the lower atmosphere over Amazonia, J. Geophys. Res., 112, D18302, doi:10.1029/2007JD008539, 2007a. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Karl, T. G., Christian, T. J., Yokelson, R. J., Artaxo, P., Hao, W. M., and Guenther, A.: The Tropical Forest and Fire Emissions Experiment: method evaluation of volatile organic compound emissions measured by PTR-MS, FTIR, and GC from tropical biomass burning, Atmos. Chem. Phys., 7, 5883–5897, 2007b. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Koelemeijer, R B A., Stammes, P., Hovenier, J W., and de Haan, J F.: Global distributions of effective cloud fraction and cloud top pressure derived from oxygen A band spectra measured by the Global Ozone Monitoring Experiment: comparison to ISCCP data, J. Geophys. Res., 107(D12), 4151, doi:10.1029/2001JD000840, 2002. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Koelemeijer, R B A., de Haan, J F., and Stammes, P.: A database of spectral surface reflectivity in the range 335-772 nm derived from 5.5 years of GOME observations, J. Geophys. Res., 108(D2), 4070, doi:10.1029/2002JD002429, 2003. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Koren, I., Remer, L A., and Longo, K.: Reversal of trend of biomass burning in the Amazon, Geophys. Res. Lett., 34, L20404, doi:10.1029/2007GL031530, 2007. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Kuhn, U., Andreae, M. O., Ammann, C., Araújo, A. C., Brancaleoni, E., Ciccioli, P., Dindorf, T., Frattoni, M., Gatti, L. V., Ganzeveld, L., Kruijt, B., Lelieveld, J., Lloyd, J., Meixner, F. X., Nobre, A. D., Pöschl, U., Spirig, C., Stefani, P., Thielmann, A., Valentini, R., and Kesselmeier, J.: Isoprene and monoterpene fluxes from Central Amazonian rainforest inferred from tower-based and airborne measurements, and implications on the atmospheric chemistry and the local carbon budget, Atmos. Chem. Phys., 7, 2855–2879, 2007. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Kylling, K., Stammes, P., and Tsay, S C.: A reliable and efficient two-stream algorithm for spherical radiative transfer: Documentation of accuracy in realistic layered media, J. Atmos. Phys., 21, 115–150, 1995. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Lelieveld, J. and Crutzen, P J.: Influences of cloud photochemical processes on tropospheric ozone, Nature, 343, 227–233, 1990. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Lelieveld, J., Butler, T M., Crowley, J N., Dillon, T J., Fischer, H., Ganzeveld, L., Harder, H., Lawrence, M G., Martinez, M., Taraborrelli, D., and Williams, J.: Atmospheric oxidation capacity sustained by a tropical forest, Nature, 452, 737–740, 2008. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Martin, R V., Chance, K., Jacob, D J., Kurosu, T P., Spurr, R J D., Bucsela, E., Gleason, J F., Palmer, P I., Bey, I., Fiore, A M., Li, Q., Yantosca, R M., and Koelemeijer, R B A.: An improved retrieval of tropospheric nitrogen dioxide from GOME, J. Geophys. Res., 107(D20), 4437, doi:10.1029/2001JD0010272001. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Millet, D B., Jacob, D J., Turquety, S., Hudman, R C., Wu, S., Fried, A., Walega, J., Heikes, B G., Blake, D R., Singh, H B., Anderson, B E., and Clarke, A D.: Formaldehyde distribution over North America: implications for satellite retrievals of formaldehyde columns and isoprene emission, J. Geophys. Res., 111, D24S02, doi:10.1029/2005JD006853, 2006. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Millet, D B., Jacob, D J., Fu, T.-M., Kurosu, T P., Chance, K., Heald, C L., and Guenther, A.: Spatial distribution of isoprene emissions from North America derived from formaldehyde column measurements by the OMI satellite sensor, J. Geophys. Res., 113, D02307, doi:10.1029/2007JD008950, 2008. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Müller, J.-F. and Brasseur, G.: A three-dimensional chemical transport model of the global troposphere, J. Geophys. Res., 100, 16445–16490, 1995. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Müller, J.-F. and Stavrakou, T.: Inversion of CO and NO&lt;sub&gt;x&lt;/sub&gt; emissions using the adjoint of the IMAGES model, Atmos. Chem. Phys., 5, 1157–1186, 2005. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</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, 2008. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Nichitiu, F., Drummond, J R., Zou, J., and Deschambault, R.: Solar particle events seen by the MOPITT instrument, J. Atmos. Solar-Terr. Phys., 66, 1797–1803, 2004. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Olivier, J~.G J., Berdowski, J J M., Peters, J A H W., Bakker, J., Visschedijk, A J H., and Bloos, J.-P J.: Applications of EDGAR. Including a description of EDGAR 3.0: reference database with trend data for 1970-1995, RIVM report no. 773301 001/NOP report no. 410200 051, RIVM, Bilthoven, 2001. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Olivier, J~.G J.: Part III: Greenhouse gas emissions. 1. Shares and trends in greenhouse gas emissions; 2. Sources and methods: greenhouse gas emissions for 1990 and 1995, in: CO&lt;sub&gt;2&lt;/sub&gt; emissions from fuel combustion 1971–2000, 1–31, International Energy Agency, Paris, ISBN 92-64-09794-5, 2002. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Olivier, J~.G J., Peters, J., Granier, C., Pétron, G., Müller, J.-F., and Wallens, S.: Present and future surface emissions of atmospheric compounds, POET Report 2, EU project EVK2-1999-00011, 2003. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</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 equator, J. Geophys. Res., 108(D13), 8505, doi:10.1029/2002JD002609, 2003. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Palmer, P., Jacob, D J., Fiore, A M., and Martin, R V.: Mapping isoprene emissions over North America using formaldehyde observations from space, J. Geophys. Res., 108(D6), 4180, doi:10.1029/2002JD002153, 2003. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Palmer, P., Abbot, D S., Fu, T.-M., Jacob, D J., Chance, K., Kurosu, T P., Guenther, A., Wiedinmyer, C., Stanton, J S., Pilling, M J., Pressley, S N., Lamb, B., and Summer, A L.: Quantifying the seasonal and interannual variability of North American isoprene emissions using satellite observations of the formaldehyde column, J. Geophys. Res., 111, D12315, doi:10.1029/2005JD006689, 2006. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Platt, U.: Differential Optical Absorption Spectroscopy (DOAS), in: Air Monitoring by Spectroscopic Techniques, edited by: Sigrist, M W., John Wiley and Sons, Inc., New York, 1994. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Pöschl, U., von Kuhlmann, R., Poisson, N., and Crutzen, P J.: Development and intercomparison of condensed isoprene oxidation mechanisms for global atmospheric modeling, J. Atmos. Chem., 37, 29–52, 2000. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Sander, S P., Finlayson-Pitts, B J., Friedl, R R., Golden, D M., Huie, R E., Keller-Rudek, H., Kolb, C E., Kurylo, M J., Molina, M J., Moortgat, G K., Orkin, L V., Ravishankara, A R., and Wine, P H.: Chemical Kinetics and Photochemical data for use in atmospheric studies, Evaluation number 15, NASA Panel for data evaluation, JPL Publication 06-2, Jet Propulsion Laboratory, Pasadena, 2006. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Saunders, S. M., Jenkin, M. E., Derwent, R. G., and Pilling, M. J.: Protocol for the development of the Master Chemical Mechanism, MCM v3 (Part~A): tropospheric degradation of non-aromatic volatile organic compounds, Atmos. Chem. Phys., 3, 161–180, 2003. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Singh H B., Brune, W H., Crawford, J H., Jacob, D J., and Russell, P B.: Overview of the summer 2004 Intercontinental Chemical Transport Experiment North America (INTEX-A), J. Geophys. Res., 111, D24S01, doi:10.1029/2006JD007905, 2006. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Shim, C., Yang, Y., Choi, Y., Palmer, P I., Abbot, D., and Chance, K.: Constraining global isoprene emissions with Global Ozone Monitoring Experiment (GOME) formaldehyde column measurements, J. Geophys. Res., 110, D24301, doi:10.1029/2004JD005629, 2005. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Stammes, K., Tsay, S C., Wiscombe, W., and Jayaweera, K.: Numerically stable algorithm for discrete-ordinate-method radiative transfer in multiple scattering and emitting layered media, Appl. Optics, 27, 2505–2509, 1988. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Stavrakou, T. and Müller, J.-F.: Grid-base versus big region approach for inverting CO emissions using Measurement of Pollution in the Troposphere (MOPITT) data, J. Geophys. Res., 111, D15304, doi:10.1029/2005JD006896, 2006. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Stavrakou, T., Müller, J.-F., De Smedt, I., Van Roozendael, M., van der Werf, G. R., Giglio, L., and Guenther, A.: Evaluating the performance of pyrogenic and biogenic emission inventories against one decade of space-based formaldehyde columns, Atmos. Chem. Phys. Discuss., 8, 16981–17036, 2008a. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Stavrakou, T., Müller, J.-F., Boersma, F., De Smedt, I., and van der A, R.: Assessing the distribution and growth rates of NO&lt;sub&gt;x&lt;/sub&gt; emission sources by inverting a 10-year record of NO&lt;sub&gt;2&lt;/sub&gt; satellite columns, Geophys. Res. Lett., 35, L10810, doi:10.1029/2008GL033521, 2008b. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> van der Werf, G R., Randerson, J T., Collatz, G J., Giglio, L., Kasibhatla, P. S., Arellano Jr., A F., Olsen, S C., and Kasischke, E S.: Continental scale partitioning of fire emissions during the 1997 to 2001 El Niño/La Niña period, Science, 303, 73–76, 2004. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> van der Werf, G. R., Randerson, J. T., Giglio, L., Collatz, G. J., Kasibhatla, P. S., and Arellano Jr., A. F.: Interannual variability in global biomass burning emissions from 1997 to 2004, Atmos. Chem. Phys., 6, 3423–3441, 2006. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Van Roozendael, M., Fayt, C., Lambert, J.-C., Pundt, I., Wagner, T., Richter, A., and Chance, K.: Development of a bromine oxide product from GOME, in Proc. ESAMS&apos;99, WPP-161, 543–547, 1999. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Wang, P., Stammes, P., van der A, R., Pinardi, G., and van Roozendael, M.: FRESCO+: an improved O&lt;sub&gt;2&lt;/sub&gt; A-band cloud retrieval algorithm for tropospheric trace gas retrievals, Atmos. Chem. Phys., 8, 6565–6576, 2008. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Warneke, C., McKeen, S., de Gouw, J., et al.: Determination of Biogenic Emissions from Aircraft Measurements During TEXAQS2006 and ICARTT2004 Campaigns and Comparison with Biogenic Emission Inventories, Eos Trans. AGU, 88(52), Fall Meet. Suppl., Abstract A14D-05, 2007. </mixed-citation>
</ref>
</ref-list>
</back>
</article>