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<front>
<journal-meta>
<journal-id journal-id-type="publisher">CPD</journal-id>
<journal-title-group>
<journal-title>Climate of the Past Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">CPD</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1814-9359</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/cpd-7-4173-2011</article-id>
<title-group>
<article-title>Snow and weather climatic control on snow avalanche occurrence fluctuations over 50 yr in the French Alps</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Castebrunet</surname>
<given-names>H.</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>Eckert</surname>
<given-names>N.</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>Giraud</surname>
<given-names>G.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Météo-France/CNRS, CNRM-GAME URA1357, CEN, Domaine Universitaire, 1441 rue de la Piscine, 38400 Saint Martin d&apos;Hères, France</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Cemagref UR ETGR, 2 rue de la papeterie, 38402 Saint-Martin d&apos;Hères, France</addr-line>
</aff>
<pub-date pub-type="epub">
<day>05</day>
<month>12</month>
<year>2011</year>
</pub-date>
<volume>7</volume>
<issue>6</issue>
<fpage>4173</fpage>
<lpage>4221</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.clim-past-discuss.net/7/4173/2011/cpd-7-4173-2011.html">This article is available from http://www.clim-past-discuss.net/7/4173/2011/cpd-7-4173-2011.html</self-uri>
<self-uri xlink:href="http://www.clim-past-discuss.net/7/4173/2011/cpd-7-4173-2011.pdf">The full text article is available as a PDF file from http://www.clim-past-discuss.net/7/4173/2011/cpd-7-4173-2011.pdf</self-uri>
<abstract>
<p>Snow avalanche activity is controlled to a large extent by
      snow and weather patterns. However, its response to climate
      fluctuations remains poorly documented. Previous studies have
      focused on direct extraction of trends in avalanche and winter
      climate data, and this study employs a time-implicit method to
      model annual avalanche activity in the French Alps during the
      1958–2009 period from its most representative climatic
      drivers. Modeled snow and weather data for different
      elevations and aspects are considered as covariates that
      explain actual observed avalanche counts, modeled instability
      indexes, and a combination of both avalanche activity
      indicators. These three series present relatively similar
      fluctuations over the period and good consistency with
      historically harsh winters. A stepwise procedure is used to
      obtain regression models that accurately represent trends as
      well as high and low peaks with a small number of physically
      meaningful covariates, showing their climatic relevance. The
      activity indicators and their regression models seen as time
      series show, within a high interannual variability,
      a predominant bell-shaped pattern presumably related to
      a short period of colder and snowier winters around 1980, as
      well as a very slight but continuous increase between 1975 and
      2000 concomitant with warming. Furthermore, the regression
      models quantify the respective weight of the different
      covariates, mostly temperature anomalies and south-facing
      snowpack characteristics to explain the trends and most of the
      exceptional winters. Regional differences are discussed as
      well as seasonal variations between winter and spring activity
      and confirm rather different snow and weather regimes
      influencing avalanche activity over the Northern and Southern
      Alps, depending on the season.</p>
</abstract>
<counts><page-count count="49"/></counts>
</article-meta>
</front>
<body/>
<back>
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