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Dataset Open Access

Snow cover in the European Alps: Station observations of snow depth and depth of snowfall

Matiu, Michael; Crespi, Alice; Bertoldi, Giacomo; Carmagnola, Carlo Maria; Marty, Christoph; Morin, Samuel; Schöner, Wolfgang; Cat Berro, Daniele; Chiogna, Gabriele; De Gregorio, Ludovica; Kotlarski, Sven; Majone, Bruno; Resch, Gernot; Terzago, Silvia; Valt, Mauro; Beozzo, Walter; Cianfarra, Paola; Gouttevin, Isabelle; Marcolini, Giorgia; Notarnicola, Claudia; Petitta, Marcello; Scherrer, Simon Christian; Strasser, Ulrich; Winkler, Michael; Zebisch, Marc; Cicogna, Andrea; Cremonini, Roberto; Debernardi, Andrea; Faletto, Mattia; Gaddo, Mauro; Giovannini, Lorenzo; Mercalli, Luca; Soubeyroux, Jean-Michel; Sušnik, Andrea; Trenti, Alberto; Urbani, Stefano; Weilguni, Viktor


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  "description": "<p>Auxiliary files, code, and data for paper published in The Cryosphere:</p>\n\n<p>Observed snow depth trends in the European Alps 1971 to 2019</p>\n\n<p>&nbsp;<a href=\"https://doi.org/10.5194/tc-15-1343-2021\">https://doi.org/10.5194/tc-15-1343-2021</a></p>\n\n<p>&nbsp;</p>\n\n<p><strong>Auxiliary files:</strong></p>\n\n<ul>\n\t<li>aux_paper.zip: Auxiliary figures to the paper (time series showing the consistency of averaging monthly mean snow depth of stations within 500 m elevation bins; times of seasonal snow depth and snow cover duration indices).</li>\n\t<li>aux_paper_crocus_comparison.zip: Time series comparing spatial statistical gap filling from paper to gap filling using snow depth assimilation into Crocus snow model (only for subset of stations in the French Alps)</li>\n\t<li>aux_paper_monthly_time_series.zip: Plots of monthly time series of snow depth, for each station.</li>\n\t<li>aux_paper_spatial_consistency.zip: Aggregate results from spatial consistency (statistical simulation using neighboring stations), and time series of observed versus simulated monthly snow depths.</li>\n</ul>\n\n<p>&nbsp;</p>\n\n<p><strong>Code </strong>(working copy, not cleaned, all written in R statistical software): code.zip</p>\n\n<ul>\n\t<li>to read in the different data sources</li>\n\t<li>to do quality checks and data processing</li>\n\t<li>to perform statistical analyses as in paper</li>\n\t<li>to produce figures and tables as in paper</li>\n</ul>\n\n<p>&nbsp;</p>\n\n<p><strong>Data</strong>:</p>\n\n<ul>\n\t<li>Daily and monthly stations snow depth and depth of snowfall, as .zips, grouped by data provider.</li>\n\t<li>Information on column content is provided in separate files &quot;data_[daily|monthly]_00_column_names_content.txt&quot;.</li>\n\t<li>&gt; 2000 stations from Austria, Germany, France, Italy, Switzerland, and Slovenia</li>\n\t<li>Meta data (name, latitude, longitude, elevation) in &quot;meta_all.csv&quot;, along with an interactive map &quot;meta_interactive_map.html&quot;, and column information in &quot;meta_00_column_names_content.txt&quot;.</li>\n\t<li>If you <strong>use the data you agree to adhere to the respective data provider&#39;s terms</strong> as listed in &quot;00_DATA_LICENSE_AND_TERMS.PDF&quot;</li>\n\t<li>The license terms especially (and additionally to any other terms of the single data providers) include: <strong>Attribution</strong> &mdash; You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. [from <a href=\"https://creativecommons.org/licenses/by/4.0/\">CC BY 4.0</a>]&nbsp;</li>\n</ul>\n\n<p>&nbsp;</p>\n\n<p>&nbsp;</p>\n\n<p><strong>Version history:</strong></p>\n\n<p>v1.2: uploaded data</p>\n\n<p>v1.1: changes to aux-paper.zip and code.zip as consequence from submitting a revised manuscript</p>\n\n<p>v1.0: initial upload</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
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      "affiliation": "Institute for Earth Observation, Eurac Research, Bolzano, 39100, Italy", 
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      "name": "Matiu, Michael"
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      "name": "Crespi, Alice"
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      "affiliation": "Institute for Alpine Environment, Eurac Research, Bolzano, 39100, Italy", 
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      "name": "Bertoldi, Giacomo"
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    {
      "affiliation": "Univ. Grenoble Alpes, Universit\u00e9 de Toulouse, M\u00e9t\u00e9o-France, CNRS, CNRM, Centre d'Etudes de la Neige, Grenoble, 38000, France", 
      "@type": "Person", 
      "name": "Carmagnola, Carlo Maria"
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      "affiliation": "WSL Institute for Snow and Avalanche Research SLF, Davos, 7260, Switzerland", 
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      "name": "Marty, Christoph"
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      "affiliation": "Univ. Grenoble Alpes, Universit\u00e9 de Toulouse, M\u00e9t\u00e9o-France, CNRS, CNRM, Centre d'Etudes de la Neige, Grenoble, 38000, France", 
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      "name": "Morin, Samuel"
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      "affiliation": "Department of Geography and Regional Sciences, University of Graz, Graz, 8010, Austria", 
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      "name": "Sch\u00f6ner, Wolfgang"
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      "name": "Cat Berro, Daniele"
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    {
      "affiliation": "Chair of Hydrology and River Basin Management, Technical University Munich, Munich, 80333, Germany / Innovation Lab for Sustainability, University Innsbruck, Innsbruck, 6020, Austria", 
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      "name": "Chiogna, Gabriele"
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      "name": "Terzago, Silvia"
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      "name": "Valt, Mauro"
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      "name": "Beozzo, Walter"
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    {
      "affiliation": "Dipartimento di Scienze della Terra, dell'Ambiente e della Vita - DISTAV, Universit\u00e0 degli Studi di Genova, Genova, 16132, Italy", 
      "@type": "Person", 
      "name": "Cianfarra, Paola"
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    {
      "affiliation": "Univ. Grenoble Alpes, Universit\u00e9 de Toulouse, M\u00e9t\u00e9o-France, CNRS, CNRM, Centre d'Etudes de la Neige, Grenoble, 38000, France", 
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      "name": "Gouttevin, Isabelle"
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    {
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      "name": "Marcolini, Giorgia"
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    {
      "affiliation": "Institute for Earth Observation, Eurac Research, Bolzano, 39100, Italy", 
      "@type": "Person", 
      "name": "Notarnicola, Claudia"
    }, 
    {
      "affiliation": "Institute for Earth Observation, Eurac Research, Bolzano, 39100, Italy", 
      "@type": "Person", 
      "name": "Petitta, Marcello"
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    {
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      "@type": "Person", 
      "name": "Scherrer, Simon Christian"
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    {
      "affiliation": "Institute for Geography, University Innsbruck, Innsbruck, 6020, Austria", 
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      "name": "Strasser, Ulrich"
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    {
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    {
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      "name": "Zebisch, Marc"
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    {
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      "name": "Cicogna, Andrea"
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      "name": "Debernardi, Andrea"
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      "name": "Soubeyroux, Jean-Michel"
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      "name": "Trenti, Alberto"
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      "affiliation": "Centro Nivometeorologico, ARPA Lombardia, Bormio, 23032, ItalyCentro Nivometeorologico, ARPA Lombardia, Bormio, 23032, Italy", 
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      "name": "Urbani, Stefano"
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      "affiliation": "Abteilung I/3 - Wasserhaushalt (HZB), BMLRT, Vienna, 1010, Austria", 
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      "name": "Weilguni, Viktor"
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  "identifier": "https://doi.org/10.5281/zenodo.4572636", 
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  "@type": "Dataset", 
  "name": "Snow cover in the European Alps: Station observations of snow depth and depth of snowfall"
}
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