Difference between revisions of "Data Usability (netCDF ACDD)"
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<td>[https://geo-ide.noaa.gov/wiki/index.php?title=ISO_Keywords Keyword]</td> | <td>[https://geo-ide.noaa.gov/wiki/index.php?title=ISO_Keywords Keyword]</td> | ||
− | <td style="word-break:break-all;">A word or phrase that describes some aspect of a resource. Can be one of several types.<br><br><i>Note: The general identification keywords usually have a type of "theme" and are | + | <td style="word-break:break-all;">A word or phrase that describes some aspect of a resource. Can be one of several types.<br><br><i>Note: The general identification keywords usually have a type of "theme" and are refered |
+ | to as "theme keywords". Other types and vocabularies are used for other information.</i></td> | ||
<td style="word-break:break-all;"><b>ADIwg</b> /adiwg:project/adiwg:idinfo/adiwg:keywords/adiwg:theme/adiwg:themekey<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Category<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Topic<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Term<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Variable_Level_1<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Variable_Level_2<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Variable_Level_3<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Detailed_Variable<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:CategoryKeyword<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TopicKeyword<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TermKeyword<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel1Keyword/echo:Value<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel2Keyword/echo:Value<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel3Keyword<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:DetailedVariableKeyword<br><b>ECS</b> (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:DisciplineKeyword<br><b>ECS</b> (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TopicKeyword<br><b>ECS</b> (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TermKeyword<br><b>ECS</b> (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:VariableKeyword<br><b>ISO</b> (1) /*/gmd:identificationInfo/*/gmd:descriptiveKeywords/gmd:MD_Keywords[gmd:type/gmd:MD_KeywordTypeCode='theme']/gmd:keyword/gco:CharacterString<br></td> | <td style="word-break:break-all;"><b>ADIwg</b> /adiwg:project/adiwg:idinfo/adiwg:keywords/adiwg:theme/adiwg:themekey<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Category<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Topic<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Term<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Variable_Level_1<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Variable_Level_2<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Variable_Level_3<br><b>DIF</b> (1) /dif:DIF/dif:Parameters/dif:Detailed_Variable<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:CategoryKeyword<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TopicKeyword<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TermKeyword<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel1Keyword/echo:Value<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel2Keyword/echo:Value<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel3Keyword<br><b>ECHO</b> (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:DetailedVariableKeyword<br><b>ECS</b> (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:DisciplineKeyword<br><b>ECS</b> (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TopicKeyword<br><b>ECS</b> (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TermKeyword<br><b>ECS</b> (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:VariableKeyword<br><b>ISO</b> (1) /*/gmd:identificationInfo/*/gmd:descriptiveKeywords/gmd:MD_Keywords[gmd:type/gmd:MD_KeywordTypeCode='theme']/gmd:keyword/gco:CharacterString<br></td> | ||
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− | <td>[ | + | <td>[[Concepts_Glossary#Keyword|Keyword]]</td> |
<td style="word-break:break-all;">The topic of the content of the resource<br><br><i>Note: This concept is called "Subject" in the CSW Specification</i></td> | <td style="word-break:break-all;">The topic of the content of the resource<br><br><i>Note: This concept is called "Subject" in the CSW Specification</i></td> | ||
<td style="word-break:break-all;"><b>DIF</b> /dif:DIF/dif:Parameters/dif:Category<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Topic<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Term<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Variable_Level_1<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Variable_Level_2<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Variable_Level_3<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Detailed_Variable<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:CategoryKeyword<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TopicKeyword<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TermKeyword<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel1Keyword/echo:Value<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel2Keyword/echo:Value<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel3Keyword<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:DetailedVariableKeyword<br><b>ECS</b> /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:CollectionDescription<br><b>ECS</b> /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:DisciplineKeyword<br><b>ECS</b> /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TopicKeyword<br><b>ECS</b> /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TermKeyword<br><b>ECS</b> /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:VariableKeyword<br><b>ISO</b> /*/gmd:identificationInfo/*/gmd:abstract/gco:CharacterString<br><b>ISO</b> /*/gmd:identificationInfo/*/gmd:descriptiveKeywords/gmd:MD_Keywords[gmd:type='theme']/gmd:keyword/gco:CharacterString<br></td> | <td style="word-break:break-all;"><b>DIF</b> /dif:DIF/dif:Parameters/dif:Category<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Topic<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Term<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Variable_Level_1<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Variable_Level_2<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Variable_Level_3<br><b>DIF</b> /dif:DIF/dif:Parameters/dif:Detailed_Variable<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:CategoryKeyword<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TopicKeyword<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TermKeyword<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel1Keyword/echo:Value<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel2Keyword/echo:Value<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel3Keyword<br><b>ECHO</b> /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:DetailedVariableKeyword<br><b>ECS</b> /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:CollectionDescription<br><b>ECS</b> /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:DisciplineKeyword<br><b>ECS</b> /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TopicKeyword<br><b>ECS</b> /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TermKeyword<br><b>ECS</b> /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:VariableKeyword<br><b>ISO</b> /*/gmd:identificationInfo/*/gmd:abstract/gco:CharacterString<br><b>ISO</b> /*/gmd:identificationInfo/*/gmd:descriptiveKeywords/gmd:MD_Keywords[gmd:type='theme']/gmd:keyword/gco:CharacterString<br></td> | ||
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<td>[https://geo-ide.noaa.gov/wiki/index.php?title=ISO_Keywords Keyword Vocabulary]</td> | <td>[https://geo-ide.noaa.gov/wiki/index.php?title=ISO_Keywords Keyword Vocabulary]</td> | ||
− | <td style="word-break:break-all;">If you are following a guideline or using a shared vocabulary for the words/phrases in your "keywords" attribute, put the name of that guideline here.<br><br><i>Note: DIF, ECHO and ECS require that theme keywords come from the Global Change Master | + | <td style="word-break:break-all;">If you are following a guideline or using a shared vocabulary for the words/phrases |
− | + | in your "keywords" attribute, put the name of that guideline here.<br><br><i>Note: DIF, ECHO and ECS require that theme keywords come from the Global Change Master Directory list.</i></td> | |
<td style="word-break:break-all;"><b>ADIwg</b> /adiwg:project/adiwg:idinfo/adiwg:keywords/adiwg:theme/adiwg:themekt<br><b>ISO</b> /*/gmd:identificationInfo/*/gmd:descriptiveKeywords/gmd:MD_Keywords/gmd:thesaurusName/gmd:CI_Citation/gmd:title/gco:CharacterString<br></td> | <td style="word-break:break-all;"><b>ADIwg</b> /adiwg:project/adiwg:idinfo/adiwg:keywords/adiwg:theme/adiwg:themekt<br><b>ISO</b> /*/gmd:identificationInfo/*/gmd:descriptiveKeywords/gmd:MD_Keywords/gmd:thesaurusName/gmd:CI_Citation/gmd:title/gco:CharacterString<br></td> | ||
</tr> | </tr> | ||
<tr> | <tr> | ||
− | <td>[ | + | <td>[[Concepts_Glossary#Units|Units]]</td> |
<td style="word-break:break-all;">The units of the variables data values.</td> | <td style="word-break:break-all;">The units of the variables data values.</td> | ||
<td style="word-break:break-all;"><b>ISO</b> /gmi:MI_Metadata/gmd:contentInfo/gmi:MI_CoverageDescription/gmd:dimension/gmd:MD_Band/gmd:units<br><b>ISO-1</b> /mdb:MD_Metadata/mdb:contentInfo/mrc:MD_CoverageDescription/mrc:attributeGroup/mrc:MD_AttributeGroup/mrc:attribute/mrc:MD_SampleDimension/mrc:units<br></td> | <td style="word-break:break-all;"><b>ISO</b> /gmi:MI_Metadata/gmd:contentInfo/gmi:MI_CoverageDescription/gmd:dimension/gmd:MD_Band/gmd:units<br><b>ISO-1</b> /mdb:MD_Metadata/mdb:contentInfo/mrc:MD_CoverageDescription/mrc:attributeGroup/mrc:MD_AttributeGroup/mrc:attribute/mrc:MD_SampleDimension/mrc:units<br></td> | ||
</tr> | </tr> | ||
<tr> | <tr> | ||
− | <td>[ | + | <td>[[Concepts_Glossary#Coverage_Content_Type|Coverage Content Type]]</td> |
<td style="word-break:break-all;">An ISO 19115-1 code to indicate the source of the data</td> | <td style="word-break:break-all;">An ISO 19115-1 code to indicate the source of the data</td> | ||
<td style="word-break:break-all;"><b>ISO</b> /gmd:MD_Metadata/gmd:contentInfo/gmd:MD_CoverageDescription/gmd:contentType/gmd:MD_CoverageContentTypeCode<br><b>ISO-1</b> /mdb:MD_Metadata/mdb:contentInfo/mrc:MD_CoverageDescription/mrc:attributeGroup/mrc:MD_AttributeGroup/mrc:contentType/mrc:MD_CoverageContentTypeCode<br></td> | <td style="word-break:break-all;"><b>ISO</b> /gmd:MD_Metadata/gmd:contentInfo/gmd:MD_CoverageDescription/gmd:contentType/gmd:MD_CoverageContentTypeCode<br><b>ISO-1</b> /mdb:MD_Metadata/mdb:contentInfo/mrc:MD_CoverageDescription/mrc:attributeGroup/mrc:MD_AttributeGroup/mrc:contentType/mrc:MD_CoverageContentTypeCode<br></td> |
Revision as of 16:30, September 18, 2014
The following NetCDF Attribute Convention for Data Discovery variable attributes are highly recommended for data usability.
ACDD variable attributes for Usability - Highly Recommended
Concept | Description | Dialect (Fit) Paths |
---|---|---|
Keyword | A word or phrase that describes some aspect of a resource. Can be one of several types. Note: The general identification keywords usually have a type of "theme" and are refered to as "theme keywords". Other types and vocabularies are used for other information. |
ADIwg /adiwg:project/adiwg:idinfo/adiwg:keywords/adiwg:theme/adiwg:themekey DIF (1) /dif:DIF/dif:Parameters/dif:Category DIF (1) /dif:DIF/dif:Parameters/dif:Topic DIF (1) /dif:DIF/dif:Parameters/dif:Term DIF (1) /dif:DIF/dif:Parameters/dif:Variable_Level_1 DIF (1) /dif:DIF/dif:Parameters/dif:Variable_Level_2 DIF (1) /dif:DIF/dif:Parameters/dif:Variable_Level_3 DIF (1) /dif:DIF/dif:Parameters/dif:Detailed_Variable ECHO (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:CategoryKeyword ECHO (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TopicKeyword ECHO (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TermKeyword ECHO (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel1Keyword/echo:Value ECHO (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel2Keyword/echo:Value ECHO (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel3Keyword ECHO (1) /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:DetailedVariableKeyword ECS (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:DisciplineKeyword ECS (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TopicKeyword ECS (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TermKeyword ECS (1) /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:VariableKeyword ISO (1) /*/gmd:identificationInfo/*/gmd:descriptiveKeywords/gmd:MD_Keywords[gmd:type/gmd:MD_KeywordTypeCode='theme']/gmd:keyword/gco:CharacterString |
Keyword | The topic of the content of the resource Note: This concept is called "Subject" in the CSW Specification |
DIF /dif:DIF/dif:Parameters/dif:Category DIF /dif:DIF/dif:Parameters/dif:Topic DIF /dif:DIF/dif:Parameters/dif:Term DIF /dif:DIF/dif:Parameters/dif:Variable_Level_1 DIF /dif:DIF/dif:Parameters/dif:Variable_Level_2 DIF /dif:DIF/dif:Parameters/dif:Variable_Level_3 DIF /dif:DIF/dif:Parameters/dif:Detailed_Variable ECHO /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:CategoryKeyword ECHO /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TopicKeyword ECHO /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:TermKeyword ECHO /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel1Keyword/echo:Value ECHO /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel2Keyword/echo:Value ECHO /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:VariableLevel3Keyword ECHO /*/echo:ScienceKeywords/echo:ScienceKeyword/echo:DetailedVariableKeyword ECS /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:CollectionDescription ECS /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:DisciplineKeyword ECS /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TopicKeyword ECS /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:TermKeyword ECS /ecs:CollectionMetaDataFile/ecs:CollectionMetaDataSets/ecs:Collections/ecs:CollectionMetaData/ecs:DisciplineTopicParameters/ecs:VariableKeyword ISO /*/gmd:identificationInfo/*/gmd:abstract/gco:CharacterString ISO /*/gmd:identificationInfo/*/gmd:descriptiveKeywords/gmd:MD_Keywords[gmd:type='theme']/gmd:keyword/gco:CharacterString |
Keyword Vocabulary | If you are following a guideline or using a shared vocabulary for the words/phrases
in your "keywords" attribute, put the name of that guideline here. Note: DIF, ECHO and ECS require that theme keywords come from the Global Change Master Directory list. |
ADIwg /adiwg:project/adiwg:idinfo/adiwg:keywords/adiwg:theme/adiwg:themekt ISO /*/gmd:identificationInfo/*/gmd:descriptiveKeywords/gmd:MD_Keywords/gmd:thesaurusName/gmd:CI_Citation/gmd:title/gco:CharacterString |
Units | The units of the variables data values. | ISO /gmi:MI_Metadata/gmd:contentInfo/gmi:MI_CoverageDescription/gmd:dimension/gmd:MD_Band/gmd:units ISO-1 /mdb:MD_Metadata/mdb:contentInfo/mrc:MD_CoverageDescription/mrc:attributeGroup/mrc:MD_AttributeGroup/mrc:attribute/mrc:MD_SampleDimension/mrc:units |
Coverage Content Type | An ISO 19115-1 code to indicate the source of the data | ISO /gmd:MD_Metadata/gmd:contentInfo/gmd:MD_CoverageDescription/gmd:contentType/gmd:MD_CoverageContentTypeCode ISO-1 /mdb:MD_Metadata/mdb:contentInfo/mrc:MD_CoverageDescription/mrc:attributeGroup/mrc:MD_AttributeGroup/mrc:contentType/mrc:MD_CoverageContentTypeCode |
xPath Note: The xPaths included in this table use several wildcards. // means any path, so //gmd:CI_ResponsibleParty indicates a gmd:CI_ResponsibleParty anywhere in an XML file. /*/ indicates a single level with several possible elements. This usually indicates one of several concrete realizations of an abstract object. For example /*/gmd:identificationInfo could be gmd:MD_Metadata/gmd:identificationInfo or gmi:MI_Metadata/gmd:identificationInfo and gmd:identificationInfo//*/gmd:descriptiveKeywords could be gmd:identificationInfo/gmd:MD_DataIdentification/gmd:descriptiveKeywords or gmd:identificationInfo/srv:SV_ServiceIdentification/gmd:descriptiveKeywords. Fit: The fit of the dialect path with the concept is estimated on a scale of 1 = excellent two-way fit, 2 = one-way fit or some other problem, 3 - extension required.