<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.atmos-chem-phys.net/inc/acp/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics</journal_title>
		<journal_url>www.atmos-chem-phys.net</journal_url>
		<issn>1680-7316</issn>
		<eissn>1680-7324</eissn>
		<volume_number>10</volume_number>
		<issue_number>10</issue_number>
		<publication_year>2010</publication_year>
	</journal>
	<doi>10.5194/acp-10-4597-2010</doi>
	<article_url>http://www.atmos-chem-phys.net/10/4597/2010/</article_url>
	<abstract_html>http://www.atmos-chem-phys.net/10/4597/2010/acp-10-4597-2010.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys.net/10/4597/2010/acp-10-4597-2010.pdf</fulltext_pdf>
	<start_page>4597</start_page>
	<end_page>4609</end_page>
	<publication_date>2010-05-19</publication_date>
	<article_title content_type="html">On the roles of circulation and aerosols in the decline of mist and dense fog in Europe over the last 30 years</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>G. J. van Oldenborgh</name>
		</author>
		<author numeration="2" affiliations="2">
			<name>P. Yiou</name>
		</author>
		<author numeration="3" affiliations="2">
			<name>R. Vautard</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">KNMI, P. O. Box 201, 3730 AE De Bilt, The Netherlands</affiliation>
		<affiliation numeration="2" content_type="html">LSCE/IPSL, Laboratoire CEA/CNRS/UVSQ, 91191 Gif-sur-Yvette Cedex, France</affiliation>
	</affiliations>
	<abstract content_type="html">Fog and mist are meteorological phenomena that have significant contributions
to temperature variations. Understanding and predicting them is also crucial
for transportation risk management. It has been shown that low visibility
phenomena over Europe have been declining over the past three decades. The
trends in mist and haze have been correlated to atmospheric aerosol trends.
However, dense fog has not received yet such focus. The goal of this paper is
to examine the roles of synoptic atmospheric circulation and aerosol content
on the trends of dense fog. We show that sulphur emission trends are
spatially correlated with visibility trends, with a maximum correlation when
visibility is between 1 km and 10 km. We find that atmospheric dynamics
overall contributes up to 40% of the variability of the frequency of fog
occurrences. This contribution is spatially variable and highly depends on
the topography and the season, with higher values in the winter. The observed
long-term circulation changes do not contribute much to the trends in low
visibility found in the data. This process is illustrated on three stations
(De Bilt, Zürich Airport and Potsdam) for which a long-term visibility data
and a thorough meteorological description are available. We conclude that to
properly represent fog in future climate simulations, it is necessary to
include realistic representations of aerosol emissions and chemistry, land
surface properties and atmospheric dynamics.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Bott, A.: On the influence of the physico-chemical properties of aerosols on the life cycle of radiation fogs, Bound. Lay. Meteor., 33, 1333–1346, doi:10.1007/BF00119960, 1991. </reference>
		<reference numeration="2" content_type="text"> Clark, P A. and Hopwood, W P.: One-dimensional site-specific forecasting of radiation fog, Part~I: Model formulation and idealised sensitivity studies, Meteorol. Appl., 8, 279–286, doi:10.1017/S1350482701003036, 2001. </reference>
		<reference numeration="3" content_type="text"> Elias, T., Haeffelin, M., Drobinski, P., Gomes, L., Rangognio, J., Bergot, T., Chazette, P., Raut, J.-C., and Colomb, M.: Particulate contribution to extinction of visible radiation: Pollution, haze, and fog, Atmos. Res., 92, 443–454, doi:10.1016/j.atmosres.2009.01.006, 2009. </reference>
		<reference numeration="4" content_type="text"> Ferranti, L. and Viterbo, P.: The European summer of 2003: sensitivity to soil moisture initial conditions, J. Climate, 19, 3659–3680, doi:10.1175/JCLI3810.1, 2006. </reference>
		<reference numeration="5" content_type="text"> Fischer, E M., Seneviratne, S I., Lüthi, D., and Schär, C.: Contribution of land-atmosphere coupling to recent European summer heat waves, Geophys. Res. Lett., 34, L06707, doi:10.1029/2006GL029068, 2007. </reference>
		<reference numeration="6" content_type="text"> von Glasow, R. and Bott, A.: Interaction of Radiation Fog with Tall Vegetation, Atmos. Environ., 33, 1333–1346, 1999. </reference>
		<reference numeration="7" content_type="text"> van~den Hurk, B. J. J M., Klein~Tank, A. M G., Lenderink, G., van Ulden, A P., van Oldenborgh, G J., Katsman, C A., van~den Brink, H W., Keller, F., Bessembinder, J. J F., Burgers, G., Komen, G J., Hazeleger, W., and Drijfhout, S S.: New Climate Change Scenarios for the Netherlands, Water Sci. Technol., 56, 27–33, doi:10.2166/wst.2007.533, 2007. </reference>
		<reference numeration="8" content_type="text"> Hurtt, G C., Frolking, S., Fearon, M G., Moore III, B., Shevliakova, E., Malyshev, S., Pacala, S W., and Houghton, R A.: The Underpinnings of Land-use History: Three Centuries of Global Gridded Land-Use Transitions, Wood Harvest Activity, and Resulting Secondary Lands, Glob. Change Biol., 12, 1208–1229, doi:10.1111/j.1365-2486.2006.01150.x, 2006. </reference>
		<reference numeration="9" content_type="text"> IPCC: Climate Change 2007: The Physical Science Basis, Contribution of Working Group~I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC), edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, UK and New York, NY, 2007. </reference>
		<reference numeration="10" content_type="text"> Kalnay, E., Kanamitsu, M., Kistler, R., Collins, W., Deaver, D., Gandin, L., Iredell, M., Saha, S., White, G., Woollen, J., Zhu, Y., Leetma, A., Reynolds, R., Chelliah, M., Ebisuzaki, W., Higgens, W., Janowiak, J., Mo, K C., Ropelewski, C., Wang, J., and Jenne, R.: The NCEP/NCAR 40-year reanalysis project, B. Am. Meteorol. Soc., 77, 437–471, doi:10.1175/1520-0477(1996)077&lt;0437:TNYRP&gt;2.0.CO;2, 1996. </reference>
		<reference numeration="11" content_type="text"> Knip, K.: Grimmmist, NRC Handelsblad, 5~October, 2002. </reference>
		<reference numeration="12" content_type="text"> Musk, L F.: The fog hazard, in: Highway Meteorology, edited by: Perry, A H. and Symons, L J., Spon Press, London, UK, 91–130, 1991. </reference>
		<reference numeration="13" content_type="text"> van Oldenborgh, G J. and van Ulden, A P.: On the relationship between global warming, local warming in the Netherlands and changes in circulation in the 20th century, Int. J. Climatol., 23, 1711–1724, doi:10.1002/joc.966, 2003. </reference>
		<reference numeration="14" content_type="text"> van Oldenborgh, G J., Balmaseda, M A., Ferranti, L., Stockdale, T N., and Anderson, D. L T.: Evaluation of atmospheric fields from the ECMWF seasonal forecasts over a 15 year period, J. Climate, 18, 3250–3269, \doi10.1175/JCLI3421.1, corr. 5188–5198, 2005. </reference>
		<reference numeration="15" content_type="text"> van Oldenborgh, G. J., Drijfhout, S., van Ulden, A., Haarsma, R., Sterl, A., Severijns, C., Hazeleger, W., and Dijkstra, H.: Western Europe is warming much faster than expected, Clim. Past, 5, 1–12, doi:10.5194/cp-5-1-2009, 2009. </reference>
		<reference numeration="16" content_type="text"> Osborn, T J.: Simulating the winter North Atlantic Oscillation: the roles of internal variability and greenhouse gas forcing, Clim. Dynam., 22, 605–623, doi:10.1007/s00382-004-0405-1, 2004. </reference>
		<reference numeration="17" content_type="text"> Rangognio, J., Tulet, P., Bergot, T., Gomes, L., Thouron, O., and Leriche, M.: Influence of aerosols on the formation and development of radiation fog, Atmos. Chem. Phys. Discuss., 9, 17963–18019, doi:10.5194/acpd-9-17963-2009, 2009. </reference>
		<reference numeration="18" content_type="text"> Riahi, K., Grübler, A., and Nakicenovic, N.: Scenarios of long-term socio-economic and \mboxenvironmental development under climate stabilization, Technological Forecasting and Social Change, 74, 887–935, doi:10.1016/j.techfore.2006.05.026, 2007. </reference>
		<reference numeration="19" content_type="text"> Sies, H.: A new parameter for sex education, Nature, 332, p 495, 1988. </reference>
		<reference numeration="20" content_type="text"> Smith, S J. and Wigley, T. M L.: Multi-Gas Forcing Stabilization with the MiniCAM, Energy J., 3, 373–391, 2006. </reference>
		<reference numeration="21" content_type="text"> Sterl, A., van Oldenborgh, G J., Hazeleger, W., and Burgers, G.: On the robustness of ENSO teleconnections, Clim. Dynam., 29, 469–485, doi:10.1007/s00382-007-0251-z, 2007. </reference>
		<reference numeration="22" content_type="text"> Stern, D I.: Reversal of the trend in global anthropogenic sulfur emissions, Global Environ. Chang., 16, 207–220, doi:10.1016/j.gloenvcha.2006.01.001, 2006. </reference>
		<reference numeration="23" content_type="text"> Stern, R., Builtjes, P., Schaap, M., Timmermans, R., Vautard, R., Hodzic, A., Memmesheimer, M., Feldmann, H., Renner, E., Wolke, R., and Kerschbaumer, A.: A model inter-comparison study focusing on episodes with elevated PM$_10$ concentrations, Atmos. Environ., 42, 4567–4588, doi:10.1016/j.atmosenv.2008.01.068, 2008. </reference>
		<reference numeration="24" content_type="text"> Streets, D G., Wu, Y., and Chin, M.: Two-decadal aerosol trends as a likely explanation of the global dimming/brightening transition, Geophys. Res. Lett., 33, L15806, doi:10.1029/2006GL026471, 2006. </reference>
		<reference numeration="25" content_type="text"> Troxler, F.-X. and Wanner, H.: Nebelkarten der Schweiz, Geogr. Helvetica, 46, 21–31, 1991. </reference>
		<reference numeration="26" content_type="text"> van Ulden, A. P. and van Oldenborgh, G. J.: Large-scale atmospheric circulation biases and changes in global climate model simulations and their importance for climate change in Central Europe, Atmos. Chem. Phys., 6, 863–881, doi:10.5194/acp-6-863-2006, 2006. </reference>
		<reference numeration="27" content_type="text"> Uppala, S M., Kålberg, P W., Simmons, A J., Andrae, U., da~Costa~Bechtold, V., Fiorino, M., Gibson, J K., Haseler, J., Hernandez, A., Kelly, G A., Li, X., Onogi, K., Saarinen, S., Sokka, N., Allan, R P., Anderson, E., Arpe, K., Balmaseda, M A., Beljaars, A. C M., van~den Berg, L., Bidlot, J., Borman, N., Caires, S., Dethof, A., Dragosavac, M., Fisher, M., Fuentes, M., Hagemann, S., Hólm, E., Hoskins, B J., Isaksen, L., Janssen, P. A. E M., Jenne, R., McNally, A P., Mahfouf, J.-F., Mocrette, J.-J., Rayner, N A., Saunders, R W., Simon, P., Sterl, A., Trenberth, K E., Untch, A., Vasiljevic, D., Viterbo, P., and Woollen, J.: The ERA-40 re-analysis, Q. J. Roy. Meteorol. Soc., 130, 2961–3012, doi:10.1256/qj.04.176, 2005. </reference>
		<reference numeration="28" content_type="text"> Vautard, R., Honoré, C., Beekmann, M., and Rouil, L.: Simulation of ozone during the August 2003 heat wave and emission control scenarios, Atmos. Environ., 39, 2957–2967, doi:10.1016/j.atmosenv.2005.01.039, 2005. </reference>
		<reference numeration="29" content_type="text"> Vautard, R., Yiou, P., D&apos;Andrea, F., de~Noblet, N., Viovy, N., Cassou, C., Polcher, J., Ciais, P., Kageyama, M., and Fan, Y.: Summertime European heat and drought waves induced by wintertime Mediterranean rainfall deficit, Geophys. Res. Lett., 34, L07711, doi:10.1029/2006GL028001, 2007. </reference>
		<reference numeration="30" content_type="text"> Vautard, R., Yiou, P., and van Oldenborgh, G J.: Decline of fog, mist and haze in Europe over the past 30~years, Nat. Geosci., 2, 115–119, doi:10.1038/NGEO414, 2009. </reference>
		<reference numeration="31" content_type="text"> van Vuuren, D., den Elzen, M., Lucas, P., Eickhout, B., Strengers, B., van Ruijven, B., Wonink, S., and van Houdt, R.: Stabilizing greenhouse gas concentrations at low levels: an assessment of reduction strategies and costs, Climatic Change, 81, 119–159, doi:10.1007/s/10584-006-9172-9, 2007. </reference>
		<reference numeration="32" content_type="text"> Wild, M.: Global dimming and brightening: a review, J. Geophys. Res., 114, D00D16, doi:10.1029/2008JD011470, 2009. </reference>
		<reference numeration="33" content_type="text"> Wise, M A., Calvin, K V., Thomson, A M., Clarke, L E., Bond-Lamberty, B., Sands, R D., Smith, S J., Janetos, A C., and Edmonds, J A.: Implications of Limiting CO&lt;sub&gt;2&lt;/sub&gt; Concentrations for Land Use and Energy, Science, 324, 1183–1186, doi:10.1126/science.1168475, 2009. </reference>
		<reference numeration="34" content_type="text"> Ye, H.: The influence of air temperature and atmospheric circulation on winter fog frequency over Northern Eurasia, Int. J. Climatol., 29, 729–734, doi:10.1002/joc.1741, 2009. </reference>
	</references>
</article>

