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Element Description

Note: This page is a draft

This element provides the geophysical parameters that were obtained during data collection. It contains not only the name of the parameters, but it also includes the associated data quality stats and data quality flags.  The data quality stats provide information on the measurement of the quality of the data while the data quality flags represent the overall quality assurance levels placed on the granule's parameters.  


Best Practices

Measured Parameters is an optional element; however, at bare minimum, the parameter names must be provided if a data center provider chooses to provide this element. 

The following terms are rarely used but 
  • Parameter Name: The name of the measured geophysical parameters represented in the data

  • QA Stats: Provides a measured of the data quality statistics associated with the data 
    • Percent Missing Data: Provides the percent of the data that is missing at the granule level
    • QA Percent Out of Bounds Data: Provides the percent of the granule data that was out of bounds
    • Percent Interpolated Data: Provides the percent of the granule data that was interpolated

Note: all of these elements are given values between 0 and 100.

  • QA Flags:
    • Automatic Quality Flag:
    • Automatic Quality Flag Explanation:
    • Operational Quality Flag:
    • Operational Quality Flag Explanation:
    • Science Quality Flag:
    • Science Quality Flag Explanation:

Examples:

MeasuredParamaters/ParameterNameParameter Name: "BIOMASS", "FORESTS", "CROWN", "PLANT CHARACTERISTICS", "VEGETATION SPECIES"


Element Specification

The Measured Parameters element is optional. (Cardinality: 0..*) If measured parameters are provided, the parameter name(s) are required. 

0..1
ModelElementTypeConstraintsRequired?CardinalityNotes
UMM-GMeasured Parameter/Parameter NameParameterNameStringN/A1 - 250 charactersYes, if applicable1Only required if measured parameters are provided.
UMM-GMeasured Parameter/QA StatsQAStats/QAPercent Missing QAPercentMissing DataStringNumber0 - 100N/AN0..1
UMM-GMeasured Parameter/QA Stats/QA Percent Out QAStats/QAPercentOut of Bounds DataStringNumber0 - 100N/AN0..1
UMM-GMeasured Parameter/QA Stats/QA Percent Interpolated QAStats/QAPercentInterpolated DataStringNumber0 - 100N/AN0..1
UMM-GMeasured Parameter/QA Stats/QA Percent Cloud QAStats/QAPercentCloud CoverStringNumber0 - 100N/AN0..1
UMM-GMeasured Parameter/QA FlagsQAFlags/Automatic Quality AutomaticQuality FlagStringEnumeration

PASSED

FAILED

SUSPECT

UNDETERMINED

N/A

N0..1
UMM-GMeasured Parameter/QA Flags/Automatic Quality Flag ExplanationQAFlags/AutomaticQualityFlagExplanationStringN/A1 - 2048 charactersN0..1
UMM-GMeasured Parameter/QA Fags/Operational Quality FlagStringQAFags/OperationalQualityFlagEnumeration

PASSED

FAILED

BEING INVESTIGATED

NOT INVESTIGATED

INFERRED PASSED

INFERRED FAILED

SUSPECT

UNDETERMINED

N/A

N0..1
UMM-GMeasured Parameter/QA Flags/Operational Quality Flag ExplanationQAFlags/OperationalQualityFlagExplanationStringN/A1 - 2048 charactersN0..1
UMM-GMeasured Parameter/QA Flags/Science Quality FlagStringQAFlags/ScienceQualityFlagEnumeration

PASSED

FAILED

BEING INVESTIGATED

NOT INVESTIGATED

INFERRED PASSED

INFERRED FAILED

SUSPECT

HOLD

UNDETERMINED

N/A

N0..1
UMM-GMeasured Parameter/QA Flags/Science Quality Flag ExplanationQAFlags/ScienceQualityFlagExplanationStringN/A1 - 2048 charactersN0..1



Metadata Validation and QA/QC

All metadata entering the CMR goes through the below process to ensure metadata quality requirements are met. All records undergo CMR validation before entering the system. The process of QA/QC is slightly different for NASA and non-NASA data providers. Non-NASA providers include interagency and international data providers and are referred to as the International Directory Network (IDN).

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Please see the expandable sections below for flowchart details. 


Expand
titleCMR Validation

<>

Expand
titleARC Metadata QA/QC

ARC Priority Matrix

Priority CategorizationJustification

This element is categorized as highest priority when:

  • The Measured Parameters are not provided when applicable.
  • The Measured Parameters are incorrect for the granule.

Not Applicable


Not Applicable


The element is provided and follows all applicable criteria specified in the best practices section above.

ARC Automated Rules

Dialect Mappings

Expand
titleECHO 10

ECHO 10

The Measured Parameters element is optional. (Cardinality: 0..*) If measured parameters are provided, the parameter names are required. 

UMM-G ElementECHO 10 PathTypeConstraintsRequired in ECHO10?CardinalityNotes
Measured Parameter/Parameter NameParameterNameString

1 - 250 characters

Yes, if applicable1Only required if measured parameters are provided.
Measured Parameter/QA Stats/QAPercent Missing DataQAPercentMissingDataDecimalN/ANo0..1
Measured Parameter/QA Stats/QA Percent Out of Bounds DataQAPercentOutofBoundsDecimalN/ANo0..1
Measured Parameter/QA Stats/QAPercent Interpolated DataQAPercentInterpolatedDataDecimalN/ANo0..1
Measured Parameter/QA Stats/QA Percent Cloud CoverQAPercentCloudCoverDecimalN/ANo0..1
Measured Parameter/QA Flags/Automatic Quality FlagAutomaticQualityFlagString1 - 80 charactersNo0..1
Measured Parameter/QA Fags/Operational Quality FlagOperationalQualityFlagString1 - 80 charactersNo0..1
Measured Parameter/QA Flags/Operational Quality Flag ExplanationOperationalQualityFlagExplanationString1 - 2048 charactersNo0..1
Measured Parameter/QA Flags/Science Quality FlagScienceQualityFlagString1 - 80 charactersNo0..1
Measured Parameter/QA Flags/Science Quality Flag ExplanationScienceQualityFlagExplanationString1 - 2048 charactersNo0..1


Example Mapping

Section
Column
width50%

ECHO 10

No Format
<MeasuredParameters>VEGETATION</MeasuredParameters>
Column
width50%

UMM

No Format
{
  "Measured Parameters": "VEGETATION",
}
Expand
titleISO 19115-2 MENDS

ISO 19115-2 MENDS

The path where Granule UR is provided in ISO is optional, however, a Granule UR is required for all granule metadata submitted to the CMR (Cardinality: 0..1).

UMM-G ElementISO PathTypeNotes
MeasuredParameters

[=>/gmd:dimension/gmd:MD_Band [==>
[==>/gmd:sequenceIdentifier/gco:MemberName/gco:aName/gco:CharacterString {the value}
[==>/gmd:sequenceIdentifier/gco:MemberName/gco:attributeType/gco:TypeName/gco:aName/gco:CharacterString = MeasuredParameters

(CMR write only)
/gmi:MI_Metadata/gmd:DQ_DataQuality/gmd:scope/gmd:DQ_Scope/gmd:levelDescription/gmd:MD_ScopeDescription/gmd:attributes/gco:CharacterString = ParameterName

String

Maps to the UMM element Measured Parameters


Example Mapping

Section
Column
width50%

ISO 19115-2 MENDS

No Format
<gmd:dimension>
  <gmd:MD_Band>
    <gmd:sequenceIdentifier>
      <gco:MemberName>
        <gco:aName
                <gco:CharacterString>VEGETATION</gco:CharacterString>
         <gco:aName
       <gco:MemberName>
   <gmd:sequenceIdentifier>
  <gmd:MD_Band>
<gmd:dimension>



Column
width50%

UMM

No Format
{
  "Measured Parameters": "VEGETATION",
}
Expand
titleISO 19115-2 SMAP

ISO 19115-2 SMAP

Measured Parameters currently does not map to ISO 19115-2 SMAP.

UMM-G ElementISO PathTypeNotes
MeasuredParameters

N/A

N/A

N/A


Example Mapping

Section
Column
width50%

ISO 19115-2 SMAP

No Format
N/A
Column
width50%

UMM

No Format
{
  "Measured Parameters": "VEGETATION",
}

UMM Migration

UMM Version 1.4.0Translation DirectionUMM Version 1.5.0



Future Mappings

Expand
titleISO 19115-1

ISO 19115-1

Measured Parameters currently does not map to ISO 19915-1.

SpecificationPathTypeNotes
ISO 19115-1

N/A

N/A

N/A


Example Mapping

Section
Column
width50%

ISO 19115-1

No Format
N/A
Column
width50%

UMM

No Format
{
  "Measured Parameters": "VEGETATION",
}

History

UMM Versioning

VersionDateWhat Changed
1.5.001/30/2019No changes were made for Measured Parameters during the transition from version 1.4.0 to 1.5.0.
1.4.008/01/2018No changes were made for Measured Parameters during the transition from version 1.3.0 to 1.4.0.

ARC Documentation

VersionDateWhat ChangedAuthor
1.002/15/2019Recommendations/priority matrix transferred from internal ARC documentation to wiki space