<resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.3/metadata.xsd">
    <identifier identifierType="DOI">10.5880/GFZ.1.4.2019.001</identifier>
    <creators>
     <creator>
      <creatorName nameType="Personal">Stare, Jurij</creatorName>
      <givenName>Jurij</givenName>
      <familyName>Stare</familyName>
      <affiliation>Deneb Geoinformation Solutions</affiliation>
     </creator>
     <creator>
      <creatorName nameType="Personal">Kyba, Christopher</creatorName>
      <givenName>Christopher</givenName>
      <familyName>Kyba</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID">0000-0001-7014-1843</nameIdentifier>
      <affiliation affiliationIdentifier="0000-0001-7014-1843" affiliationIdentifierScheme="ORCID">GFZ German Research Centre for Geosciences, Potsdam, Germany</affiliation>
     </creator>
    </creators>
    <titles>
     <title>Radiance Light Trends</title>
    </titles>
    <publisher>GFZ Data Services</publisher>
    <publicationYear>2019</publicationYear>
    <subjects>
     <subject>light emissions</subject>
     <subject>light pollution</subject>
     <subject>artificial light at night</subject>
     <subject>web application</subject>
     <subject subjectScheme="GCMD Platforms">Earth Observation Satellites &gt; DMSP (Defense Meteorological Satellite Program)</subject>
     <subject subjectScheme="GCMD Platforms">Earth Observation Satellites &gt; Joint Polar Satellite System (JPSS) &gt; SUOMI-NPP</subject>
     <subject subjectScheme="GCMD Instruments">Earth Remote Sensing Instruments &gt; Passive Remote Sensing &gt; Spectrometers/Radiometers &gt; Imaging Spectrometers/Radiometers &gt; OLS</subject>
     <subject subjectScheme="GCMD Instruments">Earth Remote Sensing Instruments &gt; Passive Remote Sensing &gt; Spectrometers/Radiometers &gt; Imaging Spectrometers/Radiometers &gt; VIIRS</subject>
     <subject subjectScheme="NASA/GCMD Earth Science Keywords">EARTH SCIENCE &gt; SPECTRAL/ENGINEERING</subject>
     <subject subjectScheme="GEMET - INSPIRE themes, version 1.0">monitoring &gt; pollution monitoring</subject>
    </subjects>
    <contributors>
     <contributor contributorType="ContactPerson">
      <contributorName>Kyba, Christopher</contributorName>
      <affiliation affiliationIdentifier="" affiliationIdentifierScheme="">GFZ German Research Centre for Geosciences, Potsdam, Germany</affiliation>
     </contributor>
    </contributors>
    <dates>
     <date dateType="Created">2019-01-15</date>
    </dates>
    <resourceType resourceTypeGeneral="Software">Software</resourceType>
    <relatedIdentifiers>
     <relatedIdentifier relatedIdentifierType="DOI" relationType="References">10.3390/rs10121964</relatedIdentifier>
     <relatedIdentifier relatedIdentifierType="DOI" relationType="References">10.1080/01431161.2017.1342050</relatedIdentifier>
     <relatedIdentifier relatedIdentifierType="DOI" relationType="References">10.3390/rs70100001</relatedIdentifier>
     <relatedIdentifier relatedIdentifierType="DOI" relationType="References">10.3390/rs5126717</relatedIdentifier>
     <relatedIdentifier relatedIdentifierType="URL" relationType="References">https://ngdc.noaa.gov/eog/download.html</relatedIdentifier>
     <relatedIdentifier relatedIdentifierType="URL" relationType="IsReferencedBy">http://www.geoessential.eu/wp-content/uploads/2019/10/GEOEssential-D5.4-Final.pdf</relatedIdentifier>
    </relatedIdentifiers>
    <sizes/>
    <formats/>
    <rightsList>
     <rights rightsURI="https://eupl.eu/1.2/en/">European Union Public Licence (EUPL) v. 1.2</rights>
    </rightsList>
    <descriptions>
     <description descriptionType="Abstract">Radiance Light Trends is a GIS web application that is designed to quickly display information about radiance trends at a specific location (available online at https://lighttrends.lightpollutionmap.info). It uses data from two satellite systems, DMSP-OLS and VIIRS DNB, with data processing by NOAA. New VIIRS layers are added automatically as soon as NOAA makes them available to public.      <br/>
       <br/>
            <br/>
 The web application allows the user to examine changes in nighttime light emissions (nearly) worldwide, from 1992 up until last month. From 1992 to 2013, data comes from the Operational Linescan System of the Defense Meteorological Satellite Program (DMSP) satellites. From 2012 to the present, data comes from the Day/Night Band of the Visible Infrared Imaging Radiometer Suite instrument (VIIRS DNB). Due to significant differences in the instruments (as described by Miller et al., 2013), it is not possible to have a single record running from 1992 to today. A description of the VIIRS DNB night lights product used in this application was published by Elvidge et al. (2017), the data used in the app can be accessed from the NOAA Earth Observation Group (EOG) Website: https://ngdc.noaa.gov/eog/download.html      <br/>
     </description>
    </descriptions>
    <fundingReferences>
     <fundingReference>
      <funderName>Horizon 2020 Framework Programme</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">http://doi.org/10.13039/100010661</funderIdentifier>
      <awardNumber>689443</awardNumber>
      <awardTitle>ERA-Planet / GEOEssential</awardTitle>
     </fundingReference>
    </fundingReferences>
   </resource>