<?xml version="1.0" encoding="UTF-8"?>
<eml:eml xmlns:eml="https://eml.ecoinformatics.org/eml-2.2.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:stmml="http://www.xml-cml.org/schema/stmml-1.2" packageId="https://metadatacatalogue.lifewatch.eu/srv/eng/catalog.search#/metadata/37ed544d-6e02-411b-af7e-9df9e4384413" system="https://metadatacatalogue.lifewatch.eu" scope="system" xsi:schemaLocation="https://eml.ecoinformatics.org/eml-2.2.0 https://metadatacatalogue.lifewatch.eu/xml/schemas/eml-gbif/schema/eml.xsd">
  <dataset>
    <alternateIdentifier>37ed544d-6e02-411b-af7e-9df9e4384413</alternateIdentifier>
    <title>Global Forest Change 2000-2024</title>
    <shortname>Global Forest Change</shortname>
    <creator>
      <organizationName>University of Maryland</organizationName>
      <individualName>
        <givenName>Matthew</givenName>
        <surName>Hansen</surName>
      </individualName>
      <positionName>Professor</positionName>
      <electronicMailAddress>mhansen@umd.edu</electronicMailAddress>
      <userId>https://orcid.org/0000-0003-0042-2767</userId>
    </creator>
    <creator>
      <organizationName>University of Maryland</organizationName>
      <individualName>
        <givenName>Peter</givenName>
        <surName>Potapov</surName>
      </individualName>
      <positionName>Research Professor</positionName>
      <electronicMailAddress>potapov@umd.edu</electronicMailAddress>
      <userId>https://orcid.org/0000-0003-3977-0021</userId>
    </creator>
    <creator>
      <organizationName>Google</organizationName>
      <individualName>
        <givenName>Rebecca</givenName>
        <surName>Moore</surName>
      </individualName>
      <positionName>Software engineer</positionName>
      <electronicMailAddress />
      <userId />
    </creator>
    <creator>
      <organizationName>Google</organizationName>
      <individualName>
        <givenName>Matt</givenName>
        <surName>Hancher</surName>
      </individualName>
      <positionName>Engineering Lead</positionName>
      <electronicMailAddress />
      <userId />
    </creator>
    <creator>
      <organizationName>University of Maryland</organizationName>
      <individualName>
        <givenName>Svetlana</givenName>
        <surName>Turubanova</surName>
      </individualName>
      <positionName>Assistant Research Scientist</positionName>
      <electronicMailAddress>sveta@umd.edu</electronicMailAddress>
      <userId>https://orcid.org/0000-0001-6386-156X</userId>
    </creator>
    <creator>
      <organizationName>University of Maryland</organizationName>
      <individualName>
        <givenName>Alexandra</givenName>
        <surName>Tyukavina</surName>
      </individualName>
      <positionName>Associate Research Professor</positionName>
      <electronicMailAddress>atyukav@umd.edu</electronicMailAddress>
      <userId>https://orcid.org/0000-0003-3872-9844</userId>
    </creator>
    <creator>
      <organizationName>Google</organizationName>
      <individualName>
        <givenName>David</givenName>
        <surName>Thau</surName>
      </individualName>
      <positionName />
      <electronicMailAddress />
      <userId>https://orcid.org/0000-0001-8598-9820</userId>
    </creator>
    <creator>
      <organizationName>State University of New York</organizationName>
      <individualName>
        <givenName>Stephen</givenName>
        <surName>Stehman</surName>
      </individualName>
      <positionName>Distinguished Teaching Professor</positionName>
      <electronicMailAddress>svstehma@esf.edu</electronicMailAddress>
      <userId />
    </creator>
    <creator>
      <organizationName>Woods Hole Research Center</organizationName>
      <individualName>
        <givenName>Scott</givenName>
        <surName>Goetz</surName>
      </individualName>
      <positionName>Senior Scientist</positionName>
      <electronicMailAddress>Scott.Goetz@nau.edu</electronicMailAddress>
      <userId>https://orcid.org/0000-0002-6326-4308</userId>
    </creator>
    <creator>
      <organizationName>United States Geological Survey</organizationName>
      <individualName>
        <givenName>Thomas</givenName>
        <surName>Loveland</surName>
      </individualName>
      <positionName>Chief Scientist</positionName>
      <electronicMailAddress>loveland@usgs.gov</electronicMailAddress>
      <userId>https://orcid.org/0000-0003-3114-6646</userId>
    </creator>
    <creator>
      <organizationName>South Dakota State University</organizationName>
      <individualName>
        <givenName>Anil</givenName>
        <surName>Kommareddy</surName>
      </individualName>
      <positionName>IT Systems Analyst</positionName>
      <electronicMailAddress>anilk@umd.edu</electronicMailAddress>
      <userId />
    </creator>
    <creator>
      <organizationName>South Dakota State University</organizationName>
      <individualName>
        <givenName>Alexey</givenName>
        <surName>Egorov</surName>
      </individualName>
      <positionName />
      <electronicMailAddress>alexey.egorov@sdstate.edu</electronicMailAddress>
      <userId />
    </creator>
    <creator>
      <organizationName>University of Maryland</organizationName>
      <individualName>
        <givenName>Louise</givenName>
        <surName>Chini</surName>
      </individualName>
      <positionName>Research Assistant Professor</positionName>
      <electronicMailAddress>chini@umd.edu</electronicMailAddress>
      <userId>https://orcid.org/0000-0002-9070-3505</userId>
    </creator>
    <creator>
      <organizationName>University of Maryland</organizationName>
      <individualName>
        <givenName>Chris</givenName>
        <surName>Justice</surName>
      </individualName>
      <positionName>Distinguished University Professor</positionName>
      <electronicMailAddress>cjustice@umd.edu</electronicMailAddress>
      <userId />
    </creator>
    <creator>
      <organizationName>University of Maryland</organizationName>
      <individualName>
        <givenName>John</givenName>
        <surName>Townshend</surName>
      </individualName>
      <positionName>Emeritus Professor</positionName>
      <electronicMailAddress>jtownshe@umd.edu</electronicMailAddress>
      <userId />
    </creator>
    <metadataProvider>
      <organizationName>SIB Swiss Institute of Bioinformatics</organizationName>
      <individualName>
        <givenName>Chiara</givenName>
        <surName>Bortoluzzi</surName>
      </individualName>
      <positionName>Data Manager</positionName>
      <electronicMailAddress>chiara.bortoluzzi@sib.swiss</electronicMailAddress>
      <userId>https://orcid.org/0000-0001-6589-6635</userId>
    </metadataProvider>
    <pubDate>2013-11-15</pubDate>
    <language>English</language>
    <abstract>
      <para>This dataset provides maps of global tree cover extent, loss, and gain for the period from 2000 to 2024. The dataset is divided into 10x10 degree tiles with a spatial resolution of 1 arc-second per pixel, or approximately 30 meters per pixel at the equator. Derived from time-series analysis of Landsat images, the dataset includes information on:
&lt;br&gt;&lt;div&gt;Tree canopy cover for year 2000 (treecover2000)
Tree cover in the year 2000, defined as canopy closure for all vegetation taller than 5m in height. Encoded as a percentage per output grid cell, in the range 0-100.
&lt;br&gt;&lt;/div&gt;&lt;div&gt;Global forest cover gain (2000-2021) (gain)
Forest gain during the period 2000-2012, defined as the inverse of loss, or a non-forest to forest change entirely within the study period. Encoded as either 1 (gain) or 0 (no gain).
&lt;br&gt;&lt;/div&gt;&lt;div&gt;Year of gross forest cover loss event (lossyear)
Forest loss during the period 2000-2024, defined as a stand-replacement disturbance, or a change from a forest to non-forest state. Encoded as either 0 (no loss) or else a value in the range 1-20, representing loss detected primarily in the year 2001-2024, respectively.
&lt;br&gt;&lt;/div&gt;&lt;div&gt;Data mask (datamask)
Three values representing areas of no data (0), mapped land surface (1), and persistent water bodies (2) based on 2000-2012.
&lt;br&gt;&lt;/div&gt;&lt;div&gt;Circa year 2000 Landsat 7 cloud-free image composite (first)
Reference multispectral imagery from the first available year, typically 2000. If no cloud-free observations were available for year 2000, imagery was taken from the closest year with cloud-free data, within the range 1999-2012.
&lt;br&gt;&lt;/div&gt;&lt;div&gt;Circa year 2024 Landsat cloud-free image composite (last)
Reference multispectral imagery from the last available year, typically 2024. If no cloud-free observations were available for the year 2024, imagery was taken from the closest year with cloud-free data.&lt;/div&gt;</para>
    </abstract>
    <keywordSet>
      <keyword>Tree cover</keyword>
      <keyword>Forest gain</keyword>
      <keyword>Forest loss</keyword>
      <keyword>Forest change</keyword>
      <keywordThesaurus>None</keywordThesaurus>
    </keywordSet>
    <intellectualRights>
      <para>This work is licensed under a Creative Commons Attribution 4.0 International License</para>
    </intellectualRights>
    <license>
      <licenseName>Creative Commons CC0</licenseName>
      <url>https://creativecommons.org/licenses/by/4.0/</url>
      <acknowledgements>
        <instrument />
      </acknowledgements>
    </license>
    <distribution>
      <online>
        <onlineDescription>Tree canopy cover for the year 2000</onlineDescription>
        <url>https://storage.googleapis.com/earthenginepartners-hansen/GFC-2024-v1.12/treecover2000.txt</url>
      </online>
    </distribution>
    <distribution>
      <online>
        <onlineDescription>Global forest cover gain over the period 2000-2012</onlineDescription>
        <url>https://storage.googleapis.com/earthenginepartners-hansen/GFC-2024-v1.12/gain.txt</url>
      </online>
    </distribution>
    <distribution>
      <online>
        <onlineDescription>Year of gross forest cover loss event</onlineDescription>
        <url>https://storage.googleapis.com/earthenginepartners-hansen/GFC-2024-v1.12/lossyear.txt</url>
      </online>
    </distribution>
    <distribution>
      <online>
        <onlineDescription>Data mask for the period 2000-2012</onlineDescription>
        <url>https://storage.googleapis.com/earthenginepartners-hansen/GFC-2024-v1.12/datamask.txt</url>
      </online>
    </distribution>
    <distribution>
      <online>
        <onlineDescription>Circa year 2000 Landsat 7 cloud-free image composite (first year)</onlineDescription>
        <url>https://storage.googleapis.com/earthenginepartners-hansen/GFC-2024-v1.12/first.txt</url>
      </online>
    </distribution>
    <distribution>
      <online>
        <onlineDescription>Circa year 2024 Landsat cloud-free image composite (last year)</onlineDescription>
        <url>https://storage.googleapis.com/earthenginepartners-hansen/GFC-2024-v1.12/last.txt</url>
      </online>
    </distribution>
    <coverage>
      <geographicCoverage>
        <geographicDescription>Global</geographicDescription>
        <boundingCoordinates>
          <westBoundingCoordinate>-180</westBoundingCoordinate>
          <eastBoundingCoordinate>180</eastBoundingCoordinate>
          <northBoundingCoordinate>90</northBoundingCoordinate>
          <southBoundingCoordinate>-90</southBoundingCoordinate>
          <boundingAltitudes>
            <altitudeMinimum />
            <altitudeMaximum />
            <altitudeUnits />
          </boundingAltitudes>
        </boundingCoordinates>
      </geographicCoverage>
      <temporalCoverage>
        <rangeOfDates>
          <beginDate>
            <calendarDate>2000-01-01</calendarDate>
          </beginDate>
          <endDate>
            <calendarDate>2024-12-31</calendarDate>
          </endDate>
        </rangeOfDates>
      </temporalCoverage>
    </coverage>
    <contact>
      <organizationName>University of Maryland</organizationName>
      <individualName>
        <givenName>Matthew</givenName>
        <surName>Hansen</surName>
      </individualName>
      <positionName>Professor</positionName>
      <electronicMailAddress>mhansen@umd.edu</electronicMailAddress>
      <userId />
    </contact>
    <methods>
      <methodStep>
        <description>
          <para>The study analyzed global land areas (excluding Antarctica and some Arctic islands), covering 128.8 million km², equivalent to 143 billion Landsat 30m pixels. Trees were defined as vegetation taller than 5 meters. Forest loss was defined as a stand-replacement disturbance, while forest gain was the inverse of loss, or a non-forest to forest change. Gain was related to percent tree crown cover densities greater than 50% and reported as a 12 year total. Files are named as follows: Hansen_GFC-2024-v1.12_[variable_name]_[coordinate]_[coordinate].tif</para>
        </description>
        <citation>
          <para>Hansen, M. C., P. V. Potapov, R. Moore, M. Hancher, S. A. Turubanova, A. Tyukavina, D. Thau, S. V. Stehman, S. J. Goetz, T. R. Loveland, A. Kommareddy, A. Egorov, L. Chini, C. O. Justice, and J. R. G. Townshend. 2013. High-Resolution Global Maps of 21st-Century Forest Cover Change. Science 342 (15 November): 850-53. https://doi.org/10.1126/science.1244693.</para>
        </citation>
        <instrumentation>
          <instrument>
            <para />
          </instrument>
        </instrumentation>
        <software>
          <title />
          <version>1.12</version>
        </software>
      </methodStep>
    </methods>
    <project>
      <title>Global Forest Change 2000-2024</title>
      <abstract>
        <para>The Global Land Analysis and Discovery (GLAD) laboratory at the University of Maryland, in partnership with Global Forest Watch (GFW), provides annually updated global-scale forest loss data, derived using Landsat time-series imagery. These data are a relative indicator of spatio-temporal trends in forest loss dynamics globally.</para>
      </abstract>
      <personnel>
        <organizationName>University of Maryland</organizationName>
        <individualName>
          <givenName />
          <surName />
        </individualName>
        <positionName />
      </personnel>
      <personnel>
        <organizationName>Global Forest Watch (GFW)</organizationName>
        <individualName>
          <givenName />
          <surName />
        </individualName>
        <positionName />
      </personnel>
    </project>
    <dataTable>
      <entityName>treecover2000</entityName>
      <physical>
        <dataFormat>
          <externallyDefinedFormat>
            <formatName>GeoTIFF</formatName>
          </externallyDefinedFormat>
        </dataFormat>
      </physical>
    </dataTable>
    <dataTable>
      <entityName>gain</entityName>
      <physical>
        <dataFormat>
          <externallyDefinedFormat>
            <formatName>GeoTIFF</formatName>
          </externallyDefinedFormat>
        </dataFormat>
      </physical>
    </dataTable>
    <dataTable>
      <entityName>lossyear</entityName>
      <physical>
        <dataFormat>
          <externallyDefinedFormat>
            <formatName>GeoTIFF</formatName>
          </externallyDefinedFormat>
        </dataFormat>
      </physical>
    </dataTable>
    <dataTable>
      <entityName>datamask</entityName>
      <physical>
        <dataFormat>
          <externallyDefinedFormat>
            <formatName>GeoTIFF</formatName>
          </externallyDefinedFormat>
        </dataFormat>
      </physical>
    </dataTable>
    <dataTable>
      <entityName>first</entityName>
      <physical>
        <dataFormat>
          <externallyDefinedFormat>
            <formatName>GeoTIFF</formatName>
          </externallyDefinedFormat>
        </dataFormat>
      </physical>
    </dataTable>
    <dataTable>
      <entityName>last</entityName>
      <physical>
        <dataFormat>
          <externallyDefinedFormat>
            <formatName>GeoTIFF</formatName>
          </externallyDefinedFormat>
        </dataFormat>
      </physical>
    </dataTable>
  </dataset>
</eml:eml>

