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Algorithm theoretical basis documentation for an operational snow cover product from Sentinel-2 and Landsat-8 data (Let-it-snow)

Gascoin Simon; Grizonnet Manuel; Klempka Tristan; Salgues Germain


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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<p>This document describes the algorithm of the Let-it-snow (LIS) processing chain to generate the snow cover extent product for the Theia land data center. The algorithm takes as input a Sentinel-2 or Landsat-8 image of surface reflectance corrected from atmospheric and slope effects, the associated cloud mask (level 2A product provided by Theia) and a digital elevation model. The output is a single band raster at the same resolution of the input image giving the snow presence or absence and a cloud mask. The output cloud mask is different from the input cloud mask because some pixels can be reclassified as snow or no-snow by the algorithm.</p>\n\n<p>The snow detection algorithm works in two passes: first the most evident snow cover is detected using a set of conservative thresholds, then these snow pixels are used to determine the lowest elevation of the snow cover. A second pass is performed for the pixels above this elevation with a new set of less conservative thresholds.</p>\n\n<p>The processing chain also generates a vectorized version of the snow mask after pass 1 and 2 and a color composite that is overlaid by these polygons. These secondary products are intended for expert validation purpose.</p>", 
  "license": "https://opensource.org/licenses/AGPL-3.0", 
  "creator": [
    {
      "affiliation": "CESBIO/CNRS", 
      "@id": "https://orcid.org/0000-0002-4996-6768", 
      "@type": "Person", 
      "name": "Gascoin Simon"
    }, 
    {
      "affiliation": "CNES", 
      "@type": "Person", 
      "name": "Grizonnet Manuel"
    }, 
    {
      "affiliation": "CNES", 
      "@type": "Person", 
      "name": "Klempka Tristan"
    }, 
    {
      "affiliation": "Magellium", 
      "@type": "Person", 
      "name": "Salgues Germain"
    }
  ], 
  "url": "https://zenodo.org/record/1414452", 
  "datePublished": "2018-09-12", 
  "version": "v1.0", 
  "keywords": [
    "snow", 
    "remote sensing"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.1414452", 
  "@id": "https://doi.org/10.5281/zenodo.1414452", 
  "@type": "CreativeWork", 
  "name": "Algorithm theoretical basis documentation for an operational snow cover product from Sentinel-2 and Landsat-8 data (Let-it-snow)"
}
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