Dataset Open Access

Maps related to the detection of abrupt changes in NDVI approximated phenological cycles of Donana marshes for 2007-2016

Georgios Kordelas; Ioannis Manakos; Kalliroi Marini; Vasileios Kotsias; Michail Papanastasiou


DCAT Export

<?xml version='1.0' encoding='utf-8'?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#">
  <rdf:Description rdf:about="https://doi.org/10.5281/zenodo.3403705">
    <rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/>
    <dct:type rdf:resource="http://purl.org/dc/dcmitype/Dataset"/>
    <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.3403705</dct:identifier>
    <foaf:page rdf:resource="https://doi.org/10.5281/zenodo.3403705"/>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Georgios Kordelas</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Centre for Research and Technology - Hellas</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Ioannis Manakos</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Centre for Research and Technology - Hellas</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Kalliroi Marini</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Centre for Research and Technology - Hellas</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Vasileios Kotsias</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Centre for Research and Technology - Hellas</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Michail Papanastasiou</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Centre for Research and Technology - Hellas</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:title>Maps related to the detection of abrupt changes in NDVI approximated phenological cycles of Donana marshes for 2007-2016</dct:title>
    <dct:publisher>
      <foaf:Agent>
        <foaf:name>Zenodo</foaf:name>
      </foaf:Agent>
    </dct:publisher>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2019</dct:issued>
    <dcat:keyword>Donana</dcat:keyword>
    <dcat:keyword>time of detected abrupt changes</dcat:keyword>
    <dcat:keyword>total number of abrupt changes</dcat:keyword>
    <dcat:keyword>time of biggest change</dcat:keyword>
    <dcat:keyword>NDVI time series</dcat:keyword>
    <dcat:keyword>coastal/marine</dcat:keyword>
    <frapo:isFundedBy rdf:resource="info:eu-repo/grantAgreement/EC/H2020/641762/"/>
    <schema:funder>
      <foaf:Organization>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10.13039/501100000780</dct:identifier>
        <foaf:name>European Commission</foaf:name>
      </foaf:Organization>
    </schema:funder>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2019-09-10</dct:issued>
    <dct:language rdf:resource="http://publications.europa.eu/resource/authority/language/ENG"/>
    <owl:sameAs rdf:resource="https://zenodo.org/record/3403705"/>
    <adms:identifier>
      <adms:Identifier>
        <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/3403705</skos:notation>
        <adms:schemeAgency>url</adms:schemeAgency>
      </adms:Identifier>
    </adms:identifier>
    <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.3403704"/>
    <dct:isPartOf rdf:resource="https://zenodo.org/communities/ecopotentialh2020"/>
    <dct:description>&lt;p&gt;Monitoring of abrupt changes among annual vegetation cycles of consequent years in Protected Areas is valuable for the recognition of patterns, which represent the reaction of the biomes to external factors, such as changes in the meteorological conditions (e.g. the precipitation regime), human intervention or extreme events (e.g. fire). It is an indicator of the primary production of the area and other relevant functions of the ecosystem. The BFAST, Breaks For Additive Seasonal and Trend, approach can be used for monitoring changes, since it is globally applicable and able to analyze each pixel individually without the need to set thresholds for detecting changes within time series. Thus, BFAST is applied for the detection of abrupt trend changes in NDVI time series in the case of Do&amp;ntilde;ana marshes, as a proxy to phenological metrics per pixel.&lt;/p&gt; &lt;p&gt;BFAST outputs are used to generate: (i) a raster with the time of all detected abrupt changes per pixel (filename: &amp;ldquo;All_break_times_2007_to_2016.tif&amp;rdquo;), (ii) a raster with the total number of detected abrupt changes per pixel (filename: &amp;ldquo;Marshes_maximum_number_of_breaks_2007_to_2016.tif&amp;rdquo;), (iv) a raster with the time for which the biggest change is detected per pixel has the (filename: &amp;ldquo;Marshes_maximum_break_time_2007_to_2016.tif&amp;rdquo;).&lt;/p&gt; &lt;p&gt;The above files are accompanied by INSPIRE metadata XML files. Detailed information can be found in the &amp;ldquo;Readme.docx&amp;rdquo; included in the zip containing the dataset.&lt;/p&gt;</dct:description>
    <dct:description>{"references": ["Verbesselt, J.; Zeileis A.; Hyndman, R.: Breaks For Additive Season and Trend (BFAST), R Package Version 1.5.7. Available online: https://cran.r-project.org/web/packages/bfast (accessed on 10 September 2019)."]}</dct:description>
    <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/>
    <dct:accessRights>
      <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess">
        <rdfs:label>Open Access</rdfs:label>
      </dct:RightsStatement>
    </dct:accessRights>
    <dcat:distribution>
      <dcat:Distribution>
        <dct:license rdf:resource="https://creativecommons.org/licenses/by/4.0/legalcode"/>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.3403705"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL>https://doi.org/10.5281/zenodo.3403705</dcat:accessURL>
        <dcat:byteSize>91392332</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/3403705/files/BFAST_Phenological_Change_Detection_in_Marshes_2007to_2016_using_Landsat_NDVI_series.zip">https://zenodo.org/record/3403705/files/BFAST_Phenological_Change_Detection_in_Marshes_2007to_2016_using_Landsat_NDVI_series.zip</dcat:downloadURL>
        <dcat:mediaType>application/zip</dcat:mediaType>
      </dcat:Distribution>
    </dcat:distribution>
  </rdf:Description>
  <foaf:Project rdf:about="info:eu-repo/grantAgreement/EC/H2020/641762/">
    <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">641762</dct:identifier>
    <dct:title>ECOPOTENTIAL: IMPROVING FUTURE ECOSYSTEM BENEFITS THROUGH EARTH OBSERVATIONS</dct:title>
    <frapo:isAwardedBy>
      <foaf:Organization>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10.13039/501100000780</dct:identifier>
        <foaf:name>European Commission</foaf:name>
      </foaf:Organization>
    </frapo:isAwardedBy>
  </foaf:Project>
</rdf:RDF>
80
29
views
downloads
All versions This version
Views 8080
Downloads 2929
Data volume 2.7 GB2.7 GB
Unique views 7171
Unique downloads 2323

Share

Cite as