September 15, 2021 Conference paper Open Access

Kavats, Olena; Khramov, Dmitriy; Sergieieva, Kateryna

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{
  "description": "<p>Nowadays there are many algorithms for statistical downscaling of land surface temperature (LST) that can improve the spatial resolution of this data (Zhan et al., 2013). The problem of existing algorithms is the necessity to select features and adjust the algorithm parameters depending on land surface classes present in the image.&nbsp;The objective was to develop an algorithm for downscaling land surface temperature with parameters minimally dependent on the land surface classes.</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Earth Observing System, 1906 El Camino Real, Suite 201, Menlo Park, CA 94027, USA", 
      "@type": "Person", 
      "name": "Kavats, Olena"
    }, 
    {
      "affiliation": "Earth Observing System, 1906 El Camino Real, Suite 201, Menlo Park, CA 94027, USA", 
      "@type": "Person", 
      "name": "Khramov, Dmitriy"
    }, 
    {
      "affiliation": "Earth Observing System, 1906 El Camino Real, Suite 201, Menlo Park, CA 94027, USA", 
      "@type": "Person", 
      "name": "Sergieieva, Kateryna"
    }
  ], 
  "headline": "Algorithm for statistical downscaling of land surface temperature using ElasticNet", 
  "image": "https://zenodo.org/static/img/logos/zenodo-gradient-round.svg", 
  "datePublished": "2021-09-15", 
  "url": "https://zenodo.org/record/5509029", 
  "@type": "ScholarlyArticle", 
  "keywords": [
    "Land Surface Temperature downscaling", 
    "Landsat-8", 
    "ElasticNet"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.5509029", 
  "@id": "https://doi.org/10.5281/zenodo.5509029", 
  "workFeatured": {
    "location": "Sofia University \"St. Kliment Ohridski\"", 
    "@type": "Event", 
    "name": "Scientific conference with international participation \"GEOSCIENCES 2020\""
  }, 
  "name": "Algorithm for statistical downscaling of land surface temperature using ElasticNet"
}