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<article language="en">
	<journal>
		<journal_title>Atmospheric Measurement Techniques Discussions</journal_title>
		<journal_url>www.atmos-meas-tech-discuss.net</journal_url>
		<eissn>1867-8610</eissn>
		<volume_number>2</volume_number>
		<issue_number>6</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/amtd-2-3183-2009</doi>
	<article_url>http://www.atmos-meas-tech-discuss.net/2/3183/2009/</article_url>
	<abstract_html>http://www.atmos-meas-tech-discuss.net/2/3183/2009/amtd-2-3183-2009.html</abstract_html>
	<fulltext_pdf>http://www.atmos-meas-tech-discuss.net/2/3183/2009/amtd-2-3183-2009.pdf</fulltext_pdf>
	<start_page>3183</start_page>
	<end_page>3220</end_page>
	<publication_date>2009-12-10</publication_date>
	<article_title content_type="html">Ground-based observations for the validation of contrails and  cirrus detection in satellite imagery</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>H. Mannstein</name>
			<email>hermann.mannstein@dlr.de</email>
		</author>
		<author numeration="2" affiliations="1,2">
			<name>A. Brömser</name>
		</author>
		<author numeration="3" affiliations="1">
			<name>L. Bugliaro</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany</affiliation>
		<affiliation numeration="2" content_type="html">UBIMET GmbH, 1200 Wien, Austria</affiliation>
	</affiliations>
	<abstract content_type="html">Contrails and additional cirrus clouds caused by air traffic have a
  potential warming effect due to their optical properties and their
  location in the upper troposphere. The effect of contrails is
  directly related to their coverage and optical properties, which
  can be derived from satellite observations, but considerable local
  and global uncertainties remain, as detection limits and efficiency
  are still unknown. A 6 months time series of the occurrence of
  high-level clouds and contrails was analysed visually from an
  all-sky camera situated at Oberpfaffenhofen (Southern Germany). It
  shows a contrail occurrence (fraction of time with visible contrails
  during one hour) of 21% being nearly constant over daytime and a
  cirrus occurrence that increases from 27% in the morning to 48%
  in the evening, suggesting a possible influence of air traffic or,
  more probably, convection.  Furthermore, we compared selected
  all-sky camera images with data of the satellite instruments
  NOAA/AVHRR and MSG/SEVIRI. As expected, the fraction of contrails
  visible and detectable in satellite images depends highly on their
  width. Of the contrails observed with the all-sky camera being 1–5 km
  wide, 60–65% are visually detectable in AVHRR data, while
  only 17% are identified by an automated contrail detection
  algorithm (CDA).  However, the CDA detects approx. 28% of the
  visually detected contrails. As far as SEVIRI is concerned, visual
  inspection yields 48% of the contrails of 1–5 km width, the CDA
  19%. This value rises to 40% when comparing to the visually
  detected contrails. As far as cirrus detection with SEVIRI is
  concerned, an automated algorithm tends to overestimate cirrus
  occurrence but correctly appraises cirrus changes during the day.</abstract>
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</article>

