Berlin-Urban-Gradient dataset 2009 - An EnMAP Preparatory Flight Campaign (Datasets)

Cite as:

Okujeni, Akpona; van der Linden, Sebastian; Hostert, Patrick (2016): Berlin-Urban-Gradient dataset 2009 - An EnMAP Preparatory Flight Campaign (Datasets). V. 1.2. GFZ Data Services. https://doi.org/10.5880/enmap.2016.008

Status

I N R E V I E W : Okujeni, Akpona; van der Linden, Sebastian; Hostert, Patrick (2016): Berlin-Urban-Gradient dataset 2009 - An EnMAP Preparatory Flight Campaign (Datasets). V. 1.2. GFZ Data Services. https://doi.org/10.5880/enmap.2016.008

Abstract

Berlin-Urban-Gradient is a ready-to-use imaging spectrometry dataset for multi-scale unmixing and hard classification analyses in urban environments. The dataset comprises two airborne HyMap scenes at 3.6 and 9 m resolution, a simulated spaceborne EnMAP scene at 30 m resolution, an im-age endmember spectral library and detailed land cover reference information. All images are pro-vided as geocoded reflectance products and cover the same subset along Berlin’s urban-rural gradient. The variety of land cover and land use patterns captured make the dataset an ideal play-ground for testing the transfer of methods and research approaches at multiple spatial scales.

Version HIstory:
This version of the Berlin-Urban-Gradient-Dataset was updated to account for errors in the spatial referencing. The following files were updated:

Folder “BerlinUrbGrad2009_01_image_products\01_image_products”
Replacement of header files of the four image products: (1) EnMAP01_Berlin_Urban_Gradient_2009.hdr, (2) EnMAP02_Berlin_Urban_Gradient_2009.hdr, (3) HyMap01_Berlin_Urban_Gradient_2009.hdr, (4) HyMap02_Berlin_Urban_Gradient_2009.hdr.

Folder “BerlinUrbGrad2009_02_additional_data\02_additional_data\land_cover”:
Replacement of header files of the two reference land cover images (Land-Cov_Layer_Level1_Berlin_Urban_Gradient_2009.hdr, Lan d-Cov_Layer_Level2_Berlin_Urban_Gradient_2009.hdr).
Replacement of the shapefile (incl. extensions) representing the references polygons (LandCov_Vec_polygons_Berlin_Urban_Gradient_2009.shp, *.dbf, *.prj, *.sbn, *.sbx, *.shp.xml, *.shx).

Additional Information

The Environmental Mapping and Analysis Program (EnMAP) is a German hyperspectral satellite mission that aims at monitoring and characterizing the Earth’s environment on a global scale. EnMAP serves to measure and model key dynamic processes of the Earth’s ecosystems by extracting geochemical, biochemical and biophysical parameters, which provide information on the status and evolution of various terrestrial and aquatic ecosystems. In the frame of the EnMAP preparatory phase, pre-flight campaigns including airborne and in-situ measurements in different environments and for several application fields are being conducted. The main purpose of these campaigns is to support the development of scientific applications for EnMAP. In addition, the acquired data are input in the EnMAP end-to-end simulation tool (EeteS) and are employed to test data pre-processing and calibration-validation methods. The campaign data are made freely available to the scientific community under a Creative Commons Attribution-ShareAlike 4.0 International License. An overview of all available data is provided in in the EnMAP Flight Campaigns Metadata Portal http://www.enmap.org/?q=flights.

Authors

Okujeni, Akpona;Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
van der Linden, Sebastian;Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
Hostert, Patrick;Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany

Contact

Okujeni, Akpona; Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany;
van der Linden, Sebastian; Universität Greifswald, Geography Department, Greifswald, Germany;

Contributors

German Aerospace Center DLR; GFZ German Research Center for Geosciences; Foerster, Saskia; Elger, Kirsten

Funders

Bundesministerium für Bildung und Forschung
Bundesministerium für Wirtschaft und Technologie
Deutsche Forschungsgemeinschaft

Keywords

imaging spectrometry, hyperspectral, EnMAP, HyMap, urban land cover, unmixing, classification, regression, support vector machines, multi-scale

GCMD Science Keywords

More Metadata

datacite: download xml
- resource (xsi:schemaLocation=http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.3/metadata.xsd)
  - identifier (identifierType=DOI): 10.5880/enmap.2016.008
  - creators
    - creator
      - creatorName: Okujeni, Akpona
      - nameIdentifier (nameIdentifierScheme=ORCID): 0000-0003-4558-5885
      - affiliation: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
    - creator
      - creatorName: van der Linden, Sebastian
      - nameIdentifier (nameIdentifierScheme=ORCID): 0000-0001-6576-8377
      - affiliation: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
    - creator
      - creatorName: Hostert, Patrick
      - nameIdentifier (nameIdentifierScheme=ORCID): 0000-0002-5730-5484
      - affiliation: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
  - titles
    - title: Berlin-Urban-Gradient dataset 2009 - An EnMAP Preparatory Flight Campaign (Datasets)
  - publisher: GFZ Data Services
  - publicationYear: 2016
  - subjects
    - subject: imaging spectrometry
    - subject: hyperspectral
    - subject: EnMAP
    - subject: HyMap
    - subject: urban land cover
    - subject: unmixing
    - subject: classification
    - subject: regression
    - subject: support vector machines
    - subject: multi-scale
    - subject (subjectScheme=NASA/GCMD Earth Science Keywords): EARTH SCIENCE > BIOSPHERE > TERRESTRIAL ECOSYSTEMS > URBAN LANDS
    - subject (subjectScheme=NASA/GCMD Earth Science Keywords): EARTH SCIENCE > SPECTRAL/ENGINEERING
  - contributors
    - contributor (contributorType=ContactPerson)
      - contributorName: Okujeni, Akpona
      - nameIdentifier (nameIdentifierScheme=ORCID): 0000-0003-4558-5885
      - affiliation: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
    - contributor (contributorType=DataCollector)
      - contributorName: Okujeni, Akpona
      - nameIdentifier (nameIdentifierScheme=ORCID): 0000-0003-4558-5885
      - affiliation: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
    - contributor (contributorType=ContactPerson)
      - contributorName: van der Linden, Sebastian
      - nameIdentifier (nameIdentifierScheme=ORCID): 0000-0001-6576-8377
      - affiliation: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
    - contributor (contributorType=DataCollector)
      - contributorName: van der Linden, Sebastian
      - nameIdentifier (nameIdentifierScheme=ORCID): 0000-0001-6576-8377
      - affiliation: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
    - contributor (contributorType=ProjectManager)
      - contributorName: Hostert, Patrick
      - nameIdentifier (nameIdentifierScheme=ORCID): 0000-0002-5730-5484
      - affiliation: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
    - contributor (contributorType=HostingInstitution)
      - contributorName: German Aerospace Center DLR
      - affiliation: German Aerospace Center DLR
    - contributor (contributorType=HostingInstitution)
      - contributorName: GFZ German Research Center for Geosciences
      - affiliation: GFZ German Research Center for Geosciences,Potsdam. Germany
    - contributor (contributorType=DataCurator)
      - contributorName (nameType=Personal): Foerster, Saskia
      - givenName: Saskia
      - familyName: Foerster
      - nameIdentifier (nameIdentifierScheme=ORCID): 0000-0001-7752-7394
      - affiliation: GFZ German Research Center for Geosciences,Potsdam. Germany
    - contributor (contributorType=DataCurator)
      - contributorName: Elger, Kirsten
      - nameIdentifier (nameIdentifierScheme=ORCID): 0000-0001-5140-8602
      - affiliation: GFZ German Research Center for Geosciences,Potsdam. Germany
    - contributor (contributorType=ContactPerson)
      - contributorName: Okujeni, Akpona
      - affiliation: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
    - contributor (contributorType=ContactPerson)
      - contributorName: van der Linden, Sebastian
      - affiliation: Universität Greifswald, Geography Department, Greifswald, Germany
  - dates
    - date (dateType=Created): 2016-03-10
    - date (dateType=Collected): 2009-08-20T09:44:29/2009-08-20T09:49:53
    - date (dateType=Collected): 2009-08-20T10:07:14/2009-08-20T10:12:07
    - date (dateType=Collected): 2009-08-20
  - resourceType (resourceTypeGeneral=Dataset): Dataset
  - relatedIdentifiers
    - relatedIdentifier (relatedIdentifierType=DOI relationType=IsReferencedBy): 10.1016/j.rse.2014.11.009
    - relatedIdentifier (relatedIdentifierType=DOI relationType=IsReferencedBy): 10.3390/rs6076324
    - relatedIdentifier (relatedIdentifierType=DOI relationType=IsReferencedBy): 10.1016/j.rse.2013.06.007
    - relatedIdentifier (relatedIdentifierType=DOI relationType=IsReferencedBy): 10.3390/rs70708830
    - relatedIdentifier (relatedIdentifierType=DOI relationType=IsReferencedBy): 10.1109/JSTARS.2012.2188994
    - relatedIdentifier (relatedIdentifierType=DOI relationType=IsDocumentedBy): 10.2312/enmap.2016.008
    - relatedIdentifier (relatedIdentifierType=URL relationType=References): https://www.enmap.org/data_tools/flights/
    - relatedIdentifier (relatedIdentifierType=DOI relationType=IsNewVersionOf): 10.5880/enmap.2016.002
    - relatedIdentifier (relatedIdentifierType=URL relationType=References): https://www.enmap.org/
  - sizes:
  - formats:
  - version: 1.2
  - rightsList
    - rights (rightsURI=http://creativecommons.org/licenses/by/4.0/): CC BY 4.0
  - descriptions
    - description (descriptionType=Abstract)
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
      - br:
    - description (descriptionType=Other)
      - br:
  - geoLocations
    - geoLocation
      - geoLocationPlace: HyMap01 Berlin-Urban-Gradient (3,6 m spatial resolution)
      - geoLocationBox
        westBoundLongitude: 13.28
        eastBoundLongitude: 13.3142
        southBoundLatitude: 52.314
        northBoundLatitude: 52.5183
    - geoLocation
      - geoLocationPlace: HyMap02 Berlin-Urban-Gradient (9 m spatial resolution)
      - geoLocationBox
        westBoundLongitude: 13.2561
        eastBoundLongitude: 13.3384
        southBoundLatitude: 52.3193
        northBoundLatitude: 52.5243
    - geoLocation
      - geoLocationPlace: EnMAP Berlin-Urban-Gradient (30 m spatial resolution)
      - geoLocationBox
        westBoundLongitude: 13.2561
        eastBoundLongitude: 13.3384
        southBoundLatitude: 52.3193
        northBoundLatitude: 52.5243
  - fundingReferences
    - fundingReference
      - funderName: Bundesministerium für Bildung und Forschung
      - funderIdentifier (funderIdentifierType=Crossref Funder ID): http://doi.org/10.13039/501100002347
    - fundingReference
      - funderName: Bundesministerium für Wirtschaft und Technologie
      - funderIdentifier (funderIdentifierType=Crossref Funder ID): http://doi.org/10.13039/501100002765
    - fundingReference
      - funderName: Deutsche Forschungsgemeinschaft
      - funderIdentifier (funderIdentifierType=Crossref Funder ID): http://doi.org/10.13039/501100001659
iso19115: download xml
- MD_Metadata (xsi:schemaLocation=http://www.isotc211.org/2005/gmd http://www.isotc211.org/2005/gmd/gmd.xsd)
  - fileIdentifier
    - CharacterString: 10.5880/enmap.2016.008
  - language
    - LanguageCode (codeList=http://www.loc.gov/standards/iso639-2/ codeListValue=eng): eng
  - characterSet
    - MD_CharacterSetCode (codeListValue=utf8 codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_CharacterSetCode):
  - hierarchyLevel
    - MD_ScopeCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ScopeCode codeListValue=dataset): dataset
  - hierarchyLevelName
    - CharacterString:
  - contact
    - CI_ResponsibleParty
      - organisationName
        CharacterString: GFZ German Research Centre for Geosciences
      - contactInfo
        CI_Contact
        address
        CI_Address
        electronicMailAddress
        CharacterString: datapub(_at_)gfz-potsdam.de
        onlineResource
        CI_OnlineResource
        linkage
        URL: http://www.gfz-potsdam.de
        name
        CharacterString: Helmholtz-Centre Potsdam - GFZ German Research Centre for Geosciences
        description
        CharacterString: Helmholtz-Centre Potsdam - GFZ German Research Centre for Geosciences
      - role
        CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=pointOfContact): pointOfContact
  - dateStamp
    - Date: 2025-02-27
  - referenceSystemInfo
    - MD_ReferenceSystem
      - referenceSystemIdentifier
        RS_Identifier
        code
        CharacterString: urn:ogc:def:crs:EPSG:4326
  - identificationInfo
    - MD_DataIdentification
      - citation
        CI_Citation
        title
        CharacterString: Berlin-Urban-Gradient dataset 2009 - An EnMAP Preparatory Flight Campaign (Datasets)
        date
        CI_Date
        date
        Date: 2025-02-27
        dateType
        CI_DateTypeCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode codeListValue=revision): revision
        date
        CI_Date
        date
        Date: 2016-03-10
        dateType
        CI_DateTypeCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode codeListValue=creation): creation
        identifier
        MD_Identifier
        code
        CharacterString: doi:10.5880/enmap.2016.008
        citedResponsibleParty (xlink:href=http://orcid.org/0000-0003-4558-5885)
        CI_ResponsibleParty
        individualName
        CharacterString: Okujeni, Akpona
        organisationName
        CharacterString: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
        role
        CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
        citedResponsibleParty (xlink:href=http://orcid.org/0000-0001-6576-8377)
        CI_ResponsibleParty
        individualName
        CharacterString: van der Linden, Sebastian
        organisationName
        CharacterString: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
        role
        CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
        citedResponsibleParty (xlink:href=http://orcid.org/0000-0002-5730-5484)
        CI_ResponsibleParty
        individualName
        CharacterString: Hostert, Patrick
        organisationName
        CharacterString: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
        role
        CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
        citedResponsibleParty
        CI_ResponsibleParty
        individualName
        CharacterString: German Aerospace Center DLR
        organisationName
        CharacterString: German Aerospace Center DLR
        role
        CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=originator): originator
        citedResponsibleParty
        CI_ResponsibleParty
        individualName
        CharacterString: GFZ German Research Center for Geosciences
        organisationName
        CharacterString: GFZ German Research Center for Geosciences,Potsdam. Germany
        role
        CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=originator): originator
        citedResponsibleParty
        CI_ResponsibleParty
        organisationName
        CharacterString: GFZ Data Services
        role
        CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=publisher): publisher
      - abstract
        CharacterString: Berlin-Urban-Gradient is a ready-to-use imaging spectrometry dataset for multi-scale unmixing and hard classification analyses in urban environments. The dataset comprises two airborne HyMap scenes at 3.6 and 9 m resolution, a simulated spaceborne EnMAP scene at 30 m resolution, an im-age endmember spectral library and detailed land cover reference information. All images are pro-vided as geocoded reflectance products and cover the same subset along Berlin’s urban-rural gradient. The variety of land cover and land use patterns captured make the dataset an ideal play-ground for testing the transfer of methods and research approaches at multiple spatial scales. Version HIstory: This version of the Berlin-Urban-Gradient-Dataset was updated to account for errors in the spatial referencing. The following files were updated: Folder “BerlinUrbGrad2009_01_image_products\01_image_products” Replacement of header files of the four image products: (1) EnMAP01_Berlin_Urban_Gradient_2009.hdr, (2) EnMAP02_Berlin_Urban_Gradient_2009.hdr, (3) HyMap01_Berlin_Urban_Gradient_2009.hdr, (4) HyMap02_Berlin_Urban_Gradient_2009.hdr. Folder “BerlinUrbGrad2009_02_additional_data\02_additional_data\land_cover”: Replacement of header files of the two reference land cover images (Land-Cov_Layer_Level1_Berlin_Urban_Gradient_2009.hdr, Lan d-Cov_Layer_Level2_Berlin_Urban_Gradient_2009.hdr). Replacement of the shapefile (incl. extensions) representing the references polygons (LandCov_Vec_polygons_Berlin_Urban_Gradient_2009.shp, *.dbf, *.prj, *.sbn, *.sbx, *.shp.xml, *.shx).
      - status
        MD_ProgressCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ProgressCode codeListValue=Complete): Complete
      - pointOfContact
        CI_ResponsibleParty
        individualName
        CharacterString: Okujeni, Akpona
        organisationName
        CharacterString: Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany
        contactInfo
        CI_Contact
        address
        CI_Address
        electronicMailAddress
        CharacterString: akpona.okujeni(_at_)geo.hu-berlin.de
        role
        CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=pointOfContact): pointOfContact
      - pointOfContact
        CI_ResponsibleParty
        individualName
        CharacterString: van der Linden, Sebastian
        organisationName
        CharacterString: Universität Greifswald, Geography Department, Greifswald, Germany
        contactInfo
        CI_Contact
        address
        CI_Address
        electronicMailAddress
        CharacterString: sebastian.linden(_at_)uni-greifswald.de
        role
        CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=pointOfContact): pointOfContact
      - descriptiveKeywords
        MD_Keywords
        keyword
        CharacterString: imaging spectrometry
        keyword
        CharacterString: hyperspectral
        keyword
        CharacterString: EnMAP
        keyword
        CharacterString: HyMap
        keyword
        CharacterString: urban land cover
        keyword
        CharacterString: unmixing
        keyword
        CharacterString: classification
        keyword
        CharacterString: regression
        keyword
        CharacterString: support vector machines
        keyword
        CharacterString: multi-scale
      - descriptiveKeywords
        MD_Keywords
        keyword
        CharacterString: EARTH SCIENCE > BIOSPHERE > TERRESTRIAL ECOSYSTEMS > URBAN LANDS
        keyword
        CharacterString: EARTH SCIENCE > SPECTRAL/ENGINEERING
        thesaurusName
        CI_Citation
        title
        CharacterString: NASA/GCMD Earth Science Keywords
        date
        CI_Date
        date (gco:nilReason=missing):
        dateType
        CI_DateTypeCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode codeListValue=publication): publication
      - resourceConstraints (xlink:href=http://creativecommons.org/licenses/by/4.0/)
        MD_Constraints
        useLimitation
        CharacterString: CC BY 4.0
      - resourceConstraints
        MD_LegalConstraints
        accessConstraints
        MD_RestrictionCode (codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_RestrictionCode codeListValue=otherRestrictions):
        otherConstraints
        CharacterString: CC BY 4.0
      - resourceConstraints
        MD_SecurityConstraints
        classification
        MD_ClassificationCode (codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_ClassificationCode codeListValue=unclassified):
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: 10.1016/j.rse.2014.11.009
        codeSpace
        CharacterString: DOI
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsReferencedBy): IsReferencedBy
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: 10.3390/rs6076324
        codeSpace
        CharacterString: DOI
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsReferencedBy): IsReferencedBy
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: 10.1016/j.rse.2013.06.007
        codeSpace
        CharacterString: DOI
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsReferencedBy): IsReferencedBy
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: 10.3390/rs70708830
        codeSpace
        CharacterString: DOI
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsReferencedBy): IsReferencedBy
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: 10.1109/JSTARS.2012.2188994
        codeSpace
        CharacterString: DOI
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsReferencedBy): IsReferencedBy
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: 10.2312/enmap.2016.008
        codeSpace
        CharacterString: DOI
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDocumentedBy): IsDocumentedBy
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: https://www.enmap.org/data_tools/flights/
        codeSpace
        CharacterString: URL
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=References): References
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: 10.5880/enmap.2016.002
        codeSpace
        CharacterString: DOI
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsNewVersionOf): IsNewVersionOf
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: https://www.enmap.org/
        codeSpace
        CharacterString: URL
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=References): References
      - language
        CharacterString: eng
      - characterSet
        MD_CharacterSetCode (codeListValue=utf8 codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_CharacterSetCode):
      - topicCategory
        MD_TopicCategoryCode: geoscientificInformation
      - extent
        EX_Extent
        description
        CharacterString: HyMap01 Berlin-Urban-Gradient (3,6 m spatial resolution)
        geographicElement
        EX_GeographicBoundingBox
        westBoundLongitude
        Decimal: 13.28
        eastBoundLongitude
        Decimal: 13.3142
        southBoundLatitude
        Decimal: 52.314
        northBoundLatitude
        Decimal: 52.5183
        temporalElement
        EX_TemporalExtent
        extent
        TimePeriod (xsi:type=gml:TimePeriodType gml:id=T67c01160e7626)
        beginPosition: 2009-08-20T09:44:29+02:00
        endPosition: 2009-08-20T09:49:53+02:00
      - extent
        EX_Extent
        description
        CharacterString: HyMap02 Berlin-Urban-Gradient (9 m spatial resolution)
        geographicElement
        EX_GeographicBoundingBox
        westBoundLongitude
        Decimal: 13.2561
        eastBoundLongitude
        Decimal: 13.3384
        southBoundLatitude
        Decimal: 52.3193
        northBoundLatitude
        Decimal: 52.5243
        temporalElement
        EX_TemporalExtent
        extent
        TimePeriod (xsi:type=gml:TimePeriodType gml:id=T67c01160e7648)
        beginPosition: 2009-08-20T10:07:14+02:00
        endPosition: 2009-08-20T10:12:07+02:00
      - extent
        EX_Extent
        description
        CharacterString: EnMAP Berlin-Urban-Gradient (30 m spatial resolution)
        geographicElement
        EX_GeographicBoundingBox
        westBoundLongitude
        Decimal: 13.2561
        eastBoundLongitude
        Decimal: 13.3384
        southBoundLatitude
        Decimal: 52.3193
        northBoundLatitude
        Decimal: 52.5243
        temporalElement
        EX_TemporalExtent
        extent
        TimePeriod (xsi:type=gml:TimePeriodType gml:id=T67c01160e7666)
        beginPosition: 2009-08-20
        endPosition (indeterminatePosition=now):
  - distributionInfo
    - MD_Distribution
      - transferOptions
        MD_DigitalTransferOptions
        onLine
        CI_OnlineResource
        linkage
        URL: http://doi.org/10.5880/enmap.2016.008
        protocol
        CharacterString: WWW:LINK-1.0-http--link
        name
        CharacterString: Data Access - DOI
        description
        CharacterString: Data Access - DOI
        function
        CI_OnLineFunctionCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode codeListValue=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode_information): information
  - dataQualityInfo
    - DQ_DataQuality
      - scope
        DQ_Scope
        level
        MD_ScopeCode (codeListValue=dataset codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_ScopeCode):
schema.org download