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<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-11-4611-2011</article-id>
<title-group>
<article-title>On the aerosol weekly cycle spatiotemporal variability over Europe</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Georgoulias</surname>
<given-names>A. K.</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>Kourtidis</surname>
<given-names>K. A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Laboratory of Atmospheric Pollution and Pollution Control Engineering of Atmospheric Pollutants, Department of Environmental Engineering, Democritus University of Thrace, 67100, Xanthi, Greece</addr-line>
</aff>
<pub-date pub-type="epub">
<day>16</day>
<month>05</month>
<year>2011</year>
</pub-date>
<volume>11</volume>
<issue>10</issue>
<fpage>4611</fpage>
<lpage>4632</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>
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<abstract>
<p>In this work, we focus on the spatial and temporal variability of the
aerosol weekly cycle over Europe as these were recorded from TERRA MODIS and
AQUA MODIS satellite instruments. Aerosol optical properties retrieved from
MODIS TERRA (February 2000–February 2009) and AQUA (July 2002–December 2008)
were used to produce an aerosol weekly cycle index. First, the general
aerosol optical depth (AOD&lt;sub&gt;550 nm&lt;/sub&gt;) weekly patterns were defined at a
1&amp;deg; &amp;times; 1&amp;deg; resolution using the satellite-based index and six regions
of interest were selected. To remove episodic dust transport events, two
different aerosol flags, employing fine mode ratio (FMR&lt;sub&gt;550 nm&lt;/sub&gt;) and
AOD&lt;sub&gt;550 nm&lt;/sub&gt; data, were applied diagnostically, showing that the observed
weekly cycles over Europe are due to continental aerosols. A second spatial
averaging method was then used for the investigation of the weekly
variability and the statistical significance of the weekly cycle over each
of the previously selected regions. Three major weekly cycle plumes are
observed over Europe. A strong positive (higher values during midweek)
weekly cycle plume appears over Central Europe, while a strong negative
(higher values during weekend) weekly plume appears over the Iberian
Peninsula and the North-eastern Europe. The temporal examination of the
weekly cycles shows that in some areas there are seasonal differences in the
sign of the weekly cycle. The aerosol weekly variability over different
regions in Europe was examined in conjunction with the dominating synoptic
wind patterns from the NCEP/NCAR reanalysis, showing that the seasonal
weekly cycle plumes over regions situated in the eastern Europe and the
Mediterranean Sea could be partly attributed to the westerly transport of
continental aerosols.</p>
</abstract>
<counts><page-count count="22"/></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"> Altshuler, S. L., Arcado, T. D., and Lawson, D. R.: Weekday~vs weekend ambient ozone concentrations: discussion and hypotheses with focus on northern California, J. Air Waste Manage., 45, 967–972, 1995. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Ashworth, J. R.: The influence of smoke and hot gases from factory chimneys on rainfall, Q. J. Roy. Meteor. Soc., 55, 341–350, 1929. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Ashworth, J. R.: Rainfall and atmospheric pollution, Nature, 132, p 443, 1933. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Barmet, P., Kuster, T., Muhlbauer, A., and Lohmann, U.: Weekly cycle in particulate matter versus weekly cycle in precipitation over Switzerland, J. Geophys. Res., 114, D05206, http://dx.doi.org/10.1029/2008JD011192doi:10.1029/2008JD011192, 2009. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Barnaba, F. and Gobbi, G. P.: Aerosol seasonal variability over the Mediterranean region and relative impact of maritime, continental and Saharan dust particles over the basin from MODIS data in the year 2001, Atmos. Chem. Phys., 4, 2367–2391, http://dx.doi.org/10.5194/acp-4-2367-2004doi:10.5194/acp-4-2367-2004, 2004. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Bäumer, D. and Vogel, B.: An unexpected pattern of distinct weekly periodicities in climatological variables in Germany, Geophys. Res. Lett., 34, L03819, http://dx.doi.org/10.1029/2006GL028559doi:10.1029/2006GL028559, 2007. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Bäumer, D. and Vogel, B.: Reply to comment by H. J Hendricks~Franssen on &quot;An unexpected pattern of distinct weekly periodicities in climatological variables in Germany&quot;, Geophys. Res. Lett., 35, L05803, http://dx.doi.org/10.1029/2007GL032432doi:10.1029/2007GL032432, 2008. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Bäumer, D., Rinke, R., and Vogel, B.: Weekly periodicities of Aerosol Optical Thickness over Central Europe - evidence of an anthropogenic direct aerosol effect, Atmos. Chem. Phys., 8, 83–90, http://dx.doi.org/10.5194/acp-8-83-2008doi:10.5194/acp-8-83-2008, 2008.  </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Beirle, S., Platt, U., Wenig, M., and Wagner, T.: Weekly cycle of NO&lt;sub&gt;2&lt;/sub&gt; by GOME measurements: a signature of anthropogenic sources, Atmos. Chem. Phys., 3, 2225–2232, http://dx.doi.org/10.5194/acp-3-2225-2003doi:10.5194/acp-3-2225-2003, 2003. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Bell, T. L., Rosenfeld, D., Kim, K.-M., Yoo, J.-M., Lee, M.-I., and Hahnenberger, M.: Midweek increase in US summer rain and storm heights suggests air pollution invigorates rainstorms, J. Geophys. Res., 113, D02209, http://dx.doi.org/10.1029/2007JD008623doi:10.1029/2007JD008623, 2008. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Bower, J. S., Broughton, G. F., Dando, M. T., Stevenson, K. J., Lampert, J. E., Sweeney, B. P., Parker, V. J., Driver, G. S., Clark, A. G., Waddon, C. J., Wood, A. J., and Williams, M. L.: Surface ozone concentrations in the UK in 1987–1988, Atmos. Environ., 23, 2003–2016, 1989. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Brönnimann, S. and Neu, U.: Weekend-weekday differences of near-surface ozone concentrations for different meteorological conditions, Atmos. Environ., 31, 1127–1135, 1997. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Cerveny, R. S. and Balling Jr., R. C.: Weekly cycles of air pollution, precipitation and tropical cyclones in the coastal NW Atlantic region, Nature, 394, 561–563, 1998. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Choi, Y.-S., Ho, C.-H., Chen, D., Noh, Y.-H., and Song, C.-K.: Spectral analysis of weekly variation in PM$_10$ mass concentration and meteorological conditions over China, Atmos. Environ., 42, 655–666, 2008. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Chu, D. A., Kaufman, Y. J., Ichoku, C., Remer, L. A., Tanré, D., and Holben, B. N.: Validation of MODIS aerosol optical depth retrieval over land, Geophys. Res. Lett., 29, 8007, http://dx.doi.org/10.1029/2001GL013205doi:10.1029/2001GL013205, 2002. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Cleveland, W. S. and McRae, J. E.: Weekday–weekend ozone concentrations in the Northeast United States, Environ. Sci. Technol., 12, 558–563, 1978. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Cleveland, W. S., Graedel, T. E., Kleiner, B., and Warner, J. L.: Sunday and workday variations in photochemical air pollutants in New Jersey and New York, Science, 186, 1037–1038, 1974.  </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> DeLisi, M. P., Cope, A. M., and Franklin, J. K.: Weekly precipitation cycles along the northeast corridor?, Weather Forecast., 16, 343–353, 2001. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Elkus, B. and Wilson, K. R.: Photochemical air pollution: Weekend-weekday differences, Atmos. Environ., 11, 509–515, 1977. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Forster, P. M. and Solomon, S.: Observations of a &quot;weekend effect&quot; in diurnal temperature range, P. Natl. Acad. Sci. USA, 100, 11225–11230, 2003. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Ghil, M., Allen, M. R., Dettinger, M. D., Ide, K., Kondrashov, D., Mann, M. E., Robertson, A.W., Saunders, A., Tian, Y., Varadi, F., and Yiou, P.: Advanced spectral methods for climatic time series, Rev. Geophys., 40(1), 1003, http://dx.doi.org/10.1029/2000RG000092doi:10.1029/2000RG000092, 2002. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Gkikas,~A., Hatzianastassiou,~N., and Mihalopoulos,~N.: Aerosol events in the broader Mediterranean basin based on 7-year (2000–2007) MODIS C005 data, Ann. Geophys., 27, 3509–3522, http://dx.doi.org/10.5194/angeo-27-3509-2009doi:10.5194/angeo-27-3509-2009, 2009. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Gong, D., Ho, C., Chen, D., Qian, Y., Choi, Y., and Kim, J.: Weekly cycle of aerosol-meteorology interaction over China, J. Geophys. Res., 112, D22202, http://dx.doi.org/10.1029/2007JD008888doi:10.1029/2007JD008888, 2007. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Gordon, A. H.: Weekdays warmer than weekends?, Nature, 367, 325–326, 1994. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Haagen-Smit, A. and Brunelle, M. F.: The application of phenolphthalin reagent to atmospheric oxidant analysis, Int. J. Air Poll., 1, 51–59, 1958. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Hendricks Franssen, H.: Comment on &quot;An unexpected pattern of distinct weekly periodicities in climatological variables in Germany&quot; by Dominique Bäumer and Bernhard Vogel, Geophys. Res. Lett., 35, L05802, http://dx.doi.org/10.1029/2007GL031279doi:10.1029/2007GL031279, 2008. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Hendricks Franssen, H. J., Kuster, T., Barmet, P., and Lohmann, U.: Comment on &quot;Winter &quot;weekend effect&quot; in southern Europe and its connection with periodicities in atmospheric dynamics&quot; by A. Sanchez-Lorenzo et al., Geophys. Res. Lett., 36, L13706, http://dx.doi.org/10.1029/2008GL036774doi:10.1029/2008GL036774, 2009. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Heuss, J. M., Kahlbaum, D. F., and Wolff, G.T.: Weekday/weekend ozone differences: what can we learn from them?, J. Air Waste Manage., 53(7), 772–788, 2003. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Hies, T., Treffeisen, R., Sebald, L., and Reimer, E.: Spectral analysis of air pollutants. Part 1: elemental carbon time series, Atmos. Environ., 34, 3495–3502, 2000. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Jin, M., Shepherd, J. M., and King, M. D.: Urban aerosols and their variations with clouds and rainfall: A case study for New York and Houston, J. Geophys. Res., 110, D10S20, http://dx.doi.org/10.1029/2004JD005081doi:10.1029/2004JD005081, 2005. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Kalivitis, N., Gerasopoulos, E., Vrekoussis, M., Kouvarakis, G., Kubilay, N., Hatzianastassiou, N., Vardavas, I., and Mihalopoulos, N.: Dust transport over the eastern Mediterranean derived from TOMS, AERONET and surface measurements, J. Geophys. Res., 112, D03202, http://dx.doi.org/10.1029/2006JD007510doi:10.1029/2006JD007510, 2007. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Kalnay, E., Kanamitsu, M., Kistler, R., Collins, W., Deaven, D., Gandin, L., Iredell, M., Saha, S., White, G., Woollen, J., Zhu, Y., Leetmaa, A., Reynolds, B., Chelliah, M., Ebisuzaki, W., Higgins, W., Janowiak, J., Mo, K. C., Ropelewski, C., Wang, J., Jenne, R., and Joseph, D.: The NCEP/NCAR 40-Year Reanalysis Project, B. Am. Meteorol. Soc., 77, 437–472, 1996. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Karl, T. R.: Day of the week variations of photochemical pollutants in the St. Louis area, Atmos. Environ., 12, 1657–1667, 1978. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Kaskaoutis, D. G., Kosmopoulos, P., Kambezidis, H. D., and Nastos, P. T.: Aerosol climatology and discrimination of different types over Athens, Greece, based on MODIS data, Atmos. Environ., 41(34), 7315–7329, 2007. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Kaufman, Y. J., Tanré, D., Remer, L. A., Vermote, E. F., Chu, A., and Holben, B. N.: Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spectroradiometer, J. Geophys. Res., 102, 17051–17065, 1997. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Kim, B.-G.,~Choi, M.-H., and~Ho, C.-H.: Weekly periodicities of meteorological variables and their possible association with aerosols in Korea, Atmos. Environ., 43(38), 6058–6065, http://dx.doi.org/10.1016/j.atmosenv.2009.08.023doi:10.1016/j.atmosenv.2009.08.023, 2009. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Kim, K.-Y., Park R. J., Kim K.-R., and Na, H.: Weekend effect: Anthropogenic or natural?, Geophys. Res. Lett., 37, L09808, http://dx.doi.org/10.1029/2010GL043233doi:10.1029/2010GL043233, 2010. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Kistler, R., Kalnay, E., Collins, W., Saha, S., White, G., Woollen, J., Chelliah, M., Ebisuzaki, W., Kanamitsu, M., Kousky, V., van den Dool, H., Jenne, R., and Fiorino, M.: The NCEP-NCAR 50-year reanalysis: Monthly means CD-ROM and documentation, B. Am. Meteorol. Soc., 82, 247–267, 2001. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Laux, P. and Kunstmann, H.: Detection of regional weekly weather cycles across Europe, Environ. Res. Lett., 3, 044005, http://dx.doi.org/10.1088/1748-9326/3/4/044005doi:10.1088/1748-9326/3/4/044005, 2008. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Lebron, F.: A comparison of weekend-weekday ozone and hydrocarbon concentrations in the Baltimore-Washington metropolitan area, Atmos. Environ., 9, 861–863, 1975. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Levy, R. C., Remer, L. A., Tanré, D., Kaufman, Y. J., Ichoku, C., Holben, B. N., Livingston, J. M., Russell, P. B., and Maring, H.: Evaluation of the Moderate-Resolution Imaging Spectroradiometer (MODIS) retrievals of dust aerosol over the ocean during PRIDE, J. Geophys. Res., 108(D19), 8594, http://dx.doi.org/10.1029/2002JD002460doi:10.1029/2002JD002460, 2003. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Levy, R., Remer, L., and Dubovik, O.: Global aerosol optical properties and application to moderate resolution imaging spectroradiometer aerosol retrieval over land, J. Geophys. Res., 112, D13210, http://dx.doi.org/10.1029/2006JD007815doi:10.1029/2006JD007815, 2007a. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Levy, R. C., Remer, L. A., Mattoo, S., Vermote, E. F., and Kaufman, Y. J.: Second-generation operational algorithm: Retrieval of aerosol properties over land from inversion of moderate resolution imaging spectroradiometer spectral reflectance, J. Geophys. Res., 112, D13211, http://dx.doi.org/10.1029/2006JD007811doi:10.1029/2006JD007811, 2007b. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Levy, R., Remer, L., Tanré, D., Mattoo, S., and Kaufman, Y.: Algorithm for remote sensing of tropospheric aerosol over dark targets from MODIS: Collections 005 and 051: Revision 2, February 2009, MODIS Algorithm Theoretical Basis Document, 2009. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Levy,~R C., Remer,~L A., Kleidman,~R G., Mattoo,~S., Ichoku,~C., Kahn,~R., and Eck,~T F.: Global evaluation of the Collection 5 MODIS dark-target aerosol products over land, Atmos. Chem. Phys., 10, 10399–10420, http://dx.doi.org/10.5194/acp-10-10399-2010doi:10.5194/acp-10-10399-2010, 2010. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Lonneman, W. A., Kopczynski, S. L., Darley, P. E., and Sutterfield, F. D.: Hydrocarbon composition of urban air pollution, Environ. Sci. Technol., 8, 229–236, 1974. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Mann, M. E. and Lees, J. M.: Robust estimation of background noise and signal detection in climatic time series, Clim. Change, 33(3), 409–445, 1996. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Marr, L. C. and Harley, R. A., Spectral analysis of weekday-weekend differences in ambient ozone, nitrogen oxide, and non-methane hydrocarbon time series in California, Atmos. Environ., 36, 2327–2335, 2002. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Meloni, D., di Sarra, A., Biavati, G., DeLuisi, J. J., Monteleone F., Pace, G., Piacentino, S., and Sferlazzo, D. M.: Seasonal behavior of Saharan dust events at the Mediterranean island of Lampedusa in the period 1999–2005, Atmos. Environ., 41, 3041-3056, 2007. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Murphy,~J G., Day,~D A., Cleary,~P A., Wooldridge,~P J., Millet,~D B., Goldstein,~A H., and Cohen,~R C.: The weekend effect within and downwind of Sacramento – Part 1: Observations of ozone, nitrogen oxides, and VOC reactivity, Atmos. Chem. Phys., 7, 5327–5339, http://dx.doi.org/10.5194/acp-7-5327-2007doi:10.5194/acp-7-5327-2007, 2007. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Murphy, D. M., Capps, S. L., Daniel, J. S., Frost, G. J., and White, W. H.: Weekly patterns of aerosol in the United States, Atmos. Chem. Phys., 8, 2729–2739, http://dx.doi.org/10.5194/acp-8-2729-2008doi:10.5194/acp-8-2729-2008, 2008. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Papayannis,~A., Balis,~D., Amiridis,~V., Chourdakis,~G., Tsaknakis,~G., Zerefos,~C., Castanho,~A D A., Nickovic,~S., Kazadzis,~S., and Grabowski,~J.: Measurements of Saharan dust aerosols over the Eastern Mediterranean using elastic backscatter-Raman lidar, spectrophotometric and satellite observations in the frame of the EARLINET project, Atmos. Chem. Phys., 5, 2065–2079, http://dx.doi.org/10.5194/acp-5-2065-2005doi:10.5194/acp-5-2065-2005, 2005. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Paschalidou, A. K. and Kassomenos, P. A.: Comparison of air pollutant concentrations between weekdays and weekends in Athens, Greece for various meteorological conditions, Environ. Technol., 25(11), 1241–1255, 2004. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Percival, D. B. and Walden, A. T.: Spectral analysis for physical applications. Multitaper and conventional univariate techniques, Cambridge University Press, Cambridge, 612~pp., 1993. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Pont, V. and Fontan, J.: Comparison between weekend and weekday ozone concentrations in large cities in France, Atmos. Environ., 35, 1527–1535, 2001. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Priestley, M. B.: Spectral analysis and time series, Academic Press, London, 890~pp., 1981. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Pryor, S. C. and Steyn, D. G.: Hebdomadal and diurnal cycles in ozone time series from the Lower Fraser Valley, BC, Atmos. Environ., 29, 1007–1019, 1995. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Quaas, J., Boucher, O., Jones, A., Weedon, G. P., Kieser, J., and Joos, H.: Exploiting the weekly cycle as observed over Europe to analyse aerosol indirect effects in two climate models, Atmos. Chem. Phys., 9, 8493–8501, http://dx.doi.org/10.5194/acp-9-8493-2009doi:10.5194/acp-9-8493-2009, 2009. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Remer, L. A., Tanré, D., Kaufman, Y. J., Ichoku, C., Mattoo, S., Levy, R., Chu, D. A., Holben, B., Dubovik, O., Smirnov, A., Martins, J. V., Li, R.-R., and Ahman, Z.: Validation of MODIS aerosol retrieval over ocean, Geophys. Res. Lett., 29(12), 8008, http://dx.doi.org/10.1029/2001/GL013204doi:10.1029/2001/GL013204, 2002. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Remer, L., Kaufman, Y., Tanre, D., Mattoo, S., Chu, D., Martins, J., Li, R.-R., Ichoku, C., Levy, R. C., Kleidman, R. G., Eck, T. F., Vermote, E., Holben, B. N.: The MODIS aerosol algorithm, products, and validation, J. Atmos. Sci., 62(4), 947–973, 2005. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Remer, L. A., Tanré, D., Kaufman, Y. J., Levy, R., and Mattoo, S.: Algorithm for remote sensing of Tropospheric aerosol from MODIS: Collection 5, Product ID: MOD04/MYD04, 2006. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Rosenfeld, D., Lohmann, U., Raga, G. B., O&apos;Dowd, C. D., Kulmala, M., Fuzzi, S., Reissell, A., and Andreae, M. O.: Flood or drought: How do aerosols affect precipitation?, Science, 321(5894), 1309–1313, http://dx.doi.org/10.1126/science.1160606doi:10.1126/science.1160606, 2008. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Sanchez-Lorenzo, A., Calbó, J., Martin-Vide, J., Garcia-Manuel, A., García-Soriano, G., and Beck, C.: Winter &quot;weekend effect&quot; in southern Europe and its connections with periodicities in atmospheric dynamics, Geophys. Res. Lett., 35, L15711, http://dx.doi.org/10.1029/2008GL034160doi:10.1029/2008GL034160, 2008. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Sanchez-Lorenzo, A., Calbó, J., and Martin-Vide, J.: Reply to comment by H. J. Hendricks Franssen et al. on &quot;Winter `weekend effect&apos; in southern Europe and its connections with periodicities in atmospheric dynamics&quot;, Geophys. Res. Lett., 36, L13707, http://dx.doi.org/10.1029/2009GL038041doi:10.1029/2009GL038041, 2009. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Schipa, I., Tanzarella, A., and Mangia, C.: Differences between weekend and weekday ozone levels over rural and urban sites in Southern Italy, Environ. Monit. Assess., 156, 509–523, 2009. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Schultz, D. M., Mikkonen, S., Laaksonen, A., and Richman, M. B.: Weekly precipitation cycles?, Lack of evidence from United States surface stations, Geophys. Res. Lett., 34, L22815, http://dx.doi.org/10.1029/2007GL031889doi:10.1029/2007GL031889, 2007. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple"> Shutters, S. T. and Balling Jr., R. C.: Weekly periodicity of environmental variables in Phoenix, Arizona, Atmos. Environ., 40, 304–310, 2006. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple"> Simmonds, I. and Keay, K.: Weekly cycle of meteorological variations in Melbourne and the role of pollution and anthropogenic heat release, Atmos. Environ., 31, 1589–1603, 1997. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple"> Sitnov, S. A.: Weekly cycle of meteorological parameters over Moscow region, Dokl. Earth Sci., 431(2), 507–513, 2010. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple"> Stephens,~S., Madronich,~S., Wu,~F., Olson,~J B., Ramos,~R., Retama,~A., and Muñoz,~R.: Weekly patterns of México City&apos;s surface concentrations of CO, NO&lt;sub&gt;x&lt;/sub&gt;, PM$_10$ and O&lt;sub&gt;3&lt;/sub&gt; during 1986–2007, Atmos. Chem. Phys., 8, 5313–5325, http://dx.doi.org/10.5194/acp-8-5313-2008doi:10.5194/acp-8-5313-2008, 2008. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple"> Tafuro, A. M., Barnaba, F., de Tomasi, F., Perrone, M. R., and Gobbi, G. P.: Saharan dust particles properties over the central Mediterranean, Atmos. Res., 81, 67-93, 2006. </mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple"> Tanré, D., Kaufman, Y. J., Herman, M., and Mattoo, S.: Remote sensing of aerosol properties over oceans using the MODIS/EOS spectral radiances, J. Geophys. Res., 102, 16971–16988, 1997. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple"> Toledano, C., Cachorro, V. E., de Frutos, A. M., Sorribas, M., Prats, N., and de la Morena, B. A.: Inventory of African desert dust events over the south-western Iberian Peninsula in 2000–2005 with an AERONET Cimel Sun photometer, J. Geophys. Res., 112, D21201, http://dx.doi.org/10.1029/2006JD008307doi:10.1029/2006JD008307, 2007.  </mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple"> Vukovich, F. M.: The spatial variation of the weekday/weekend differences in the Baltimore area, J. Air Waste Manage., 50, 2067–2072, 2000. </mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple"> Weedon, G. P.: Time series analysis and cyclostratigraphy: Examining stratigraphic records of environmental cycles, Cambridge University Press, New York, 276~pp., 2005. </mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple"> Wilks, D. S.: Statistical methods in the atmospheric sciences, 2nd Ed. International Geophysics Series vol. 59, Academic Press, San Diego, 627~pp., 2006. </mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple"> Xia, X., Eck, T. F., Holben, B. N., Phillippe, G., and Chen, H.: Analysis of the weekly cycle of aerosol optical depth using AERONET and MODIS data, J. Geophys. Res., 113, D14217, http://dx.doi.org/10.1029/2007JD009604doi:10.1029/2007JD009604, 2008. </mixed-citation>
</ref>
</ref-list>
</back>
</article>