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Time coverage may vary according to the parameter, missing data are represented by NaN. Two different version of the dataset are provided in excel format: "subdaily_data_MVOBS_raw" includes all the observed parameters without any quality control procedure. "subdaily_data_MVOBS_QC_VARIABLES" including data from all the variables that have been checked with the statistical quality control procedures.</gco:CharacterString>
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                <gco:CharacterString>NODC INSTRUMENT TYPES THESAURUS</gco:CharacterString>
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              <gmd:date gco:nilReason="inapplicable" />
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        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/obstype/details/63" xlink:actuate="onRequest">in situ</gmx:Anchor>
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          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>NODC OBSERVATION TYPES THESAURUS</gco:CharacterString>
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              <gmd:date gco:nilReason="inapplicable" />
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        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/institution/details/374" xlink:actuate="onRequest">The Parthenope University of Naples</gmx:Anchor>
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          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="dataCentre">dataCentre</gmd:MD_KeywordTypeCode>
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            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>NODC COLLECTING INSTITUTION NAMES THESAURUS</gco:CharacterString>
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              <gmd:date gco:nilReason="inapplicable" />
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      <gmd:descriptiveKeywords>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/institution/details/374" xlink:actuate="onRequest">The Parthenope University of Naples</gmx:Anchor>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="dataCentre">dataCentre</gmd:MD_KeywordTypeCode>
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              <gmd:title>
                <gco:CharacterString>NODC SUBMITTING INSTITUTION NAMES THESAURUS</gco:CharacterString>
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            <gco:CharacterString>oceanography</gco:CharacterString>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>WMO_CategoryCode</gco:CharacterString>
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                    <gco:Date>2012-09-15</gco:Date>
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                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/bc487211-788b-463a-9c4c-78e9154ec2f3" xlink:actuate="onRequest">SOOS &gt; Southern Ocean Observing System</gmx:Anchor>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="project">project</gmd:MD_KeywordTypeCode>
          </gmd:type>
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            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Global Change Master Directory (GCMD) Project Keywords</gco:CharacterString>
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                  <gmd:date>
                    <gco:Date>2026</gco:Date>
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                  <gmd:dateType>
                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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                </gmd:CI_Date>
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                <gco:CharacterString>24</gco:CharacterString>
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                    <gco:CharacterString>Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA)</gco:CharacterString>
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                            <gco:CharacterString>Greenbelt</gco:CharacterString>
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                            <gco:CharacterString>MD</gco:CharacterString>
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                      </gmd:address>
                      <gmd:onlineResource>
                        <gmd:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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                            <gco:CharacterString>HTTPS</gco:CharacterString>
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                            <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
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                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="custodian">custodian</gmd:CI_RoleCode>
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            <gco:CharacterString>EPIMETEO - “Sviluppo e applicazione di nuove metodologie per l’analisi di dati meteorologici acquisiti con tecniche tradizionali e innovative” Parthenope University of Naples</gco:CharacterString>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="project">project</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>Originator Project Names</gco:CharacterString>
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        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/08fd82a1-4370-46a2-82ea-94c0f91498a7" xlink:actuate="onRequest">EARTH SCIENCE &gt; ATMOSPHERE &gt; ATMOSPHERIC PRESSURE</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/f634ab55-de40-4d0b-93bc-691bf5408ccb" xlink:actuate="onRequest">EARTH SCIENCE &gt; ATMOSPHERE &gt; ATMOSPHERIC TEMPERATURE &gt; SURFACE TEMPERATURE &gt; AIR TEMPERATURE</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/a249c68f-8249-4285-aad2-020b3c5aefc3" xlink:actuate="onRequest">EARTH SCIENCE &gt; ATMOSPHERE &gt; ATMOSPHERIC WATER VAPOR &gt; WATER VAPOR INDICATORS &gt; HUMIDITY &gt; RELATIVE HUMIDITY</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/e987550e-d443-48eb-93eb-0bc47a62d4b4" xlink:actuate="onRequest">EARTH SCIENCE &gt; ATMOSPHERE &gt; ATMOSPHERIC WINDS &gt; SURFACE WINDS &gt; WIND DIRECTION</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/acb52274-6c0d-4241-a979-3fa3efca6702" xlink:actuate="onRequest">EARTH SCIENCE &gt; ATMOSPHERE &gt; CLOUDS &gt; CLOUD PROPERTIES &gt; CLOUD FREQUENCY</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/cad5c02a-e771-434e-bef6-8dced38a68e8" xlink:actuate="onRequest">EARTH SCIENCE &gt; ATMOSPHERE &gt; PRECIPITATION &gt; PRECIPITATION AMOUNT</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/47bc8942-6fdd-4173-bf38-209e933d843f" xlink:actuate="onRequest">EARTH SCIENCE &gt; CRYOSPHERE &gt; SNOW/ICE &gt; SNOW DEPTH</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/457883c4-b30c-4d26-bed8-6c2887ebbc90" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN OPTICS</gmx:Anchor>
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          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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              <gmd:title>
                <gco:CharacterString>Global Change Master Directory (GCMD) Science Keywords</gco:CharacterString>
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                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2026</gco:Date>
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                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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                </gmd:CI_Date>
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                <gco:CharacterString>24</gco:CharacterString>
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                            <gco:CharacterString>Greenbelt</gco:CharacterString>
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                            <gco:CharacterString>MD</gco:CharacterString>
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                      </gmd:address>
                      <gmd:onlineResource>
                        <gmd:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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                          <gmd:protocol>
                            <gco:CharacterString>HTTPS</gco:CharacterString>
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                  <gmd:role>
                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="custodian">custodian</gmd:CI_RoleCode>
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            <gco:CharacterString>Equivalent Liquid Precipitation (ELP)</gco:CharacterString>
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            <gco:CharacterString>Station pressure</gco:CharacterString>
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            <gco:CharacterString>precipitation_type_hail</gco:CharacterString>
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            <gco:CharacterString>precipitation_type_rain</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>precipitation_type_snow</gco:CharacterString>
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            <gco:CharacterString>vapor pressure</gco:CharacterString>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>Originator Keywords</gco:CharacterString>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/6a0afbcb-36d7-4b10-a2c1-35d4d14d6c75" xlink:actuate="onRequest">RAIN GAUGES &gt; RAIN GAUGES</gmx:Anchor>
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          <gmd:keyword>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="instrument">instrument</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>Global Change Master Directory (GCMD) Instrument Keywords</gco:CharacterString>
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                  <gmd:date>
                    <gco:Date>2026</gco:Date>
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                            <gco:CharacterString>Greenbelt</gco:CharacterString>
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                            <gco:CharacterString>MD</gco:CharacterString>
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                      <gmd:onlineResource>
                        <gmd:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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                            <gco:CharacterString>HTTPS</gco:CharacterString>
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                            <gco:CharacterString>GCMD Keyword Forum Page</gco:CharacterString>
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                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="custodian">custodian</gmd:CI_RoleCode>
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      <gmd:descriptiveKeywords>
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          <gmd:keyword>
            <gco:CharacterString>hygrograph</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>psycrometer</gco:CharacterString>
          </gmd:keyword>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="instrument">instrument</gmd:MD_KeywordTypeCode>
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          <gmd:thesaurusName>
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                <gco:CharacterString>Originator Instruments</gco:CharacterString>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>RK4CYE</gco:CharacterString>
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          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Send2NCEI Submission Package ID</gco:CharacterString>
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              <gmd:date gco:nilReason="inapplicable" />
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                                    <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnLineFunctionCode>
                                  </gmd:function>
                                </gmd:CI_OnlineResource>
                              </gmd:onlineResource>
                            </gmd:CI_Contact>
                          </gmd:contactInfo>
                          <gmd:role gco:nilReason="inapplicable" />
                        </gmd:CI_ResponsibleParty>
                      </gmd:citedResponsibleParty>
                    </gmd:CI_Citation>
                  </gmd:sourceCitation>
                </gmi:LE_Source>
              </gmi:output>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
        </gmd:LI_Lineage>
      </gmd:lineage>
    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
  <gmd:dataQualityInfo>
    <gmd:DQ_DataQuality>
      <gmd:scope>
        <gmd:DQ_Scope>
          <gmd:level>
            <gmd:MD_ScopeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset">dataset</gmd:MD_ScopeCode>
          </gmd:level>
        </gmd:DQ_Scope>
      </gmd:scope>
      <gmd:lineage>
        <gmd:LI_Lineage>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: PRESSURE - BAROMETRIC [BAROMETRIC PRESSURE] (measured);
Units: hPa;
Observation Category: in situ;
Sampling Instrument: barometers;
Sampling and Analyzing Method: Three daily direct measurements;
Data Quality Method: The quality level of the data has been assessed through a first visual inspection and three consecutive objective statistical methods:
A-Gross error test: verifies if the data are within acceptable range limits. Data passing this test have been labelled as QC = 1, otherwise they have been labelled as QC = 8 (bad data) or QC = 9 (suspicious data);
B-Tolerance test: flags the values that are above or below monthly climatological limits, defined according to probability distribution model. Data that have passed gross and tolerance test have been labelled as QC = 2;
C-Temporal coherency test: checks the rate of change, flagging unrealistic jumps in adjacent values. Data that have passed gross, tolerance and temporal coherency tests have been labelled as QC = 3.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: AIR TEMPERATURE - DRY BULB (measured);
Units: centidegrees Celsius;
Observation Category: in situ;
Sampling Instrument: Psychrometer;
Sampling and Analyzing Method: Three daily direct measurements;
Data Quality Method: The quality level of the data has been assessed through a first visual inspection and three consecutive objective statistical methods: A-Gross error test: verifies if the data are within acceptable range limits. Data passing this test have been labelled as QC = 1, otherwise they have been labelled as QC = 8 (bad data) or QC = 9 (suspicious data); B-Tolerance test: flags the values that are above or below monthly climatological limits, defined according to probability distribution model. Data that have passed gross and tolerance test have been labelled as QC = 2; C-Temporal coherency test: checks the rate of change, flagging unrealistic jumps in adjacent values. Data that have passed gross, tolerance and temporal coherency tests have been labelled as QC = 3.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: AIR TEMPERATURE - WET BULB (measured);
Units: centidegrees Celsius;
Observation Category: in situ;
Sampling Instrument: Psychrometer;
Sampling and Analyzing Method: Three daily direct measurements;
Data Quality Method: The quality level of the data has been assessed through a first visual inspection and three consecutive objective statistical methods: A-Gross error test: verifies if the data are within acceptable range limits. Data passing this test have been labelled as QC = 1, otherwise they have been labelled as QC = 8 (bad data) or QC = 9 (suspicious data); B-Tolerance test: flags the values that are above or below monthly climatological limits, defined according to probability distribution model. Data that have passed gross and tolerance test have been labelled as QC = 2; C-Temporal coherency test: checks the rate of change, flagging unrealistic jumps in adjacent values. Data that have passed gross, tolerance and temporal coherency tests have been labelled as QC = 3.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: PARTIAL PRESSURE OF WATER VAPOR (calculated);
Units: hPa;
Observation Category: in situ;
Sampling Instrument: Psychrometer;
Sampling and Analyzing Method: Three daily retrievals from psychrometric measurements;
Data Quality Method: The quality level of the data has been assessed through a first visual inspection and three consecutive objective statistical methods: A-Gross error test: verifies if the data are within acceptable range limits. Data passing this test have been labelled as QC = 1, otherwise they have been labelled as QC = 8 (bad data) or QC = 9 (suspicious data); B-Tolerance test: flags the values that are above or below monthly climatological limits, defined according to probability distribution model. Data that have passed gross and tolerance test have been labelled as QC = 2; C-Temporal coherency test: checks the rate of change, flagging unrealistic jumps in adjacent values. Data that have passed gross, tolerance and temporal coherency tests have been labelled as QC = 3.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: RELATIVE HUMIDITY (calculated);
Units: percent;
Observation Category: in situ;
Sampling Instrument: Psychrometer;
Sampling and Analyzing Method: Three daily retrievals.
This parameter is mainly retrieved from psychrometric measurements, except for some sporadic direct measurement performed using a Thermo-hygrograph. The different measurement type is indicated in a dedicated file column.;
Data Quality Method: The quality level of the data has been assessed through a first visual inspection and three consecutive objective statistical methods: A-Gross error test: verifies if the data are within acceptable range limits. Data passing this test have been labelled as QC = 1, otherwise they have been labelled as QC = 8 (bad data) or QC = 9 (suspicious data); B-Tolerance test: flags the values that are above or below monthly climatological limits, defined according to probability distribution model. Data that have passed gross and tolerance test have been labelled as QC = 2; C-Temporal coherency test: checks the rate of change, flagging unrealistic jumps in adjacent values. Data that have passed gross, tolerance and temporal coherency tests have been labelled as QC = 3.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: CLOUD AMOUNT/FREQUENCY (measured);
Units: tenths;
Observation Category: in situ;
Sampling Instrument: visual estimate;
Sampling and Analyzing Method: Three daily observations of cloud cover. 0=clear sky, 10=overcast;
Data Quality Method: The quality level of the data has been assessed through a first visual inspection and three consecutive objective statistical methods: A-Gross error test: verifies if the data are within acceptable range limits. Data passing this test have been labelled as QC = 1, otherwise they have been labelled as QC = 8 (bad data) or QC = 9 (suspicious data)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: NO CLOUD (measured);
Units: integer;
Observation Category: in situ;
Sampling Instrument: visual observation;
Sampling and Analyzing Method: Three daily observations of clear sky conditions. 1= presence; 0=absence;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: CLOUD TYPE CUMULI (measured);
Units: integer;
Observation Category: in situ;
Sampling Instrument: visual observation;
Sampling and Analyzing Method: Three daily observations of cumuli cloud presence. 1= presence; 0=absence;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: CLOUD TYPE STRATI (measured);
Units: integer;
Observation Category: in situ;
Sampling Instrument: visual observation;
Sampling and Analyzing Method: Three daily observations of strati cloud presence. 1= presence; 0=absence;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: CLOUD TYPE CIRRI (measured);
Units: integer;
Observation Category: in situ;
Sampling Instrument: visual observation;
Sampling and Analyzing Method: Three daily observations of cirri cloud presence. 1= presence; 0=absence;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: INVISIBLE SKY (measured);
Units: integer;
Observation Category: in situ;
Sampling Instrument: visual observation;
Sampling and Analyzing Method: Three daily observations of invisible sky conditions. 1= presence; 0=absence;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: PRECIPITATION AMOUNT (measured);
Units: mm;
Observation Category: in situ;
Sampling Instrument: rain gauge;
Sampling and Analyzing Method: Three daily measurements;
Data Quality Method: The quality level of the data has been assessed through a first visual inspection and two consecutive objective statistical methods: A-Gross error test: verifies if the data are within acceptable range limits. Data passing this test have been labelled as QC = 1, otherwise they have been labelled as QC = 8 (bad data) or QC = 9 (suspicious data); B-Tolerance test: flags the values that are above or below monthly climatological limits, defined according to probability distribution model. Data that have passed gross and tolerance test have been labelled as QC = 2;</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: SNOW AMOUNT (measured);
Units: cm;
Observation Category: in situ;
Sampling Instrument: snowboard - WMO;
Sampling and Analyzing Method: Three daily measurements;
Data Quality Method: The quality level of the data has been assessed through a first visual inspection and two consecutive objective statistical methods: A-Gross error test: verifies if the data are within acceptable range limits. Data passing this test have been labelled as QC = 1, otherwise they have been labelled as QC = 8 (bad data) or QC = 9 (suspicious data); B-Tolerance test: flags the values that are above or below monthly climatological limits, defined according to probability distribution model. Data that have passed gross and tolerance test have been labelled as QC = 2;</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: EQUIVALENT LIQUID PRECIPITATION AMOUNT (measured);
Units: mm;
Observation Category: in situ;
Sampling Instrument: rain gauge;
Sampling and Analyzing Method: Three daily measurements.
This value is retieved from the liquid equivalent of the melted snow collected in the rain gauge or from the direct measurement of the water contained in it.
In the case of unmelted snow presence, the equivalence 1 snow cm = 1 rain mm has been adopted.
The different measurement type is indicated in a dedicated file column.;
Data Quality Method: The quality level of the data has been assessed through a first visual inspection and two consecutive objective statistical methods: A-Gross error test: verifies if the data are within acceptable range limits. Data passing this test have been labelled as QC = 1, otherwise they have been labelled as QC = 8 (bad data) or QC = 9 (suspicious data); B-Tolerance test: flags the values that are above or below monthly climatological limits, defined according to probability distribution model. Data that have passed gross and tolerance test have been labelled as QC = 2;</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: PRECIPITATION TYPE RAIN (measured);
Units: integer;
Observation Category: in situ;
Sampling Instrument: visual observation;
Sampling and Analyzing Method: Three daily observations of rain presence. 1= presence; 0=absence;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: PRECIPITATION TYPE SNOW (measured);
Units: integer;
Observation Category: in situ;
Sampling Instrument: visual observation;
Sampling and Analyzing Method: Three daily observations of snow presence. 1= presence; 0=absence;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: PRECIPITATION TYPE HAIL (measured);
Units: integer;
Observation Category: in situ;
Sampling Instrument: visual observation;
Sampling and Analyzing Method: Three daily observations of hail presence. 1= presence; 0=absence;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: PRECIPITATION TYPE SNOWGRAINS (measured);
Units: integer;
Observation Category: in situ;
Sampling Instrument: visual observation;
Sampling and Analyzing Method: Three daily observations of snowgrains presence. 1= presence; 0=absence;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: WIND DIRECTION (measured);
Units: cardinal direction;
Observation Category: in situ;
Sampling Instrument: anemoscope;
Sampling and Analyzing Method: Three daily observations;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: WIND FORCE (measured);
Units: classes;
Observation Category: in situ;
Sampling Instrument: visual estimate;
Sampling and Analyzing Method: Three daily retrievals. This parameter is mainly retrieved from visual estimations, except for some sporadic direct measurement performed using an anemometer. The different measurement type is indicated in a dedicated file column.;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: CLOUD DIRECTION (measured);
Units: cardinal direction;
Observation Category: in situ;
Sampling Instrument: nephoscope;
Sampling and Analyzing Method: Three daily measurements;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: SNOW THICKNESS (measured);
Units: cm;
Observation Category: in situ;
Sampling Instrument: snowboard;
Sampling and Analyzing Method: Three daily measurements;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: VISIBILITY (measured);
Units: km;
Observation Category: in situ;
Sampling Instrument: visual estimate;
Sampling and Analyzing Method: Three daily estimates;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: LOW LEVEL CLOUD COVER (measured);
Units: tenths;
Observation Category: in situ;
Sampling Instrument: visual estimate;
Sampling and Analyzing Method: Three daily observations of low level cloud cover.
This parameter is referred to the presence of clouds exclusively in the lower layer of the atmosphere.
0=no low clouds, 10=full cover by low clouds;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: LOW LEVEL CLOUD BASE HEIGHT (measured);
Units: m;
Observation Category: in situ;
Sampling Instrument: nephoscope;
Sampling and Analyzing Method: Three daily measurements;
Data Quality Method: NA</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
        </gmd:LI_Lineage>
      </gmd:lineage>
    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
  <gmd:metadataMaintenance>
    <gmd:MD_MaintenanceInformation>
      <gmd:maintenanceAndUpdateFrequency>
        <gmd:MD_MaintenanceFrequencyCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_MaintenanceFrequencyCode" codeListValue="asNeeded">asNeeded</gmd:MD_MaintenanceFrequencyCode>
      </gmd:maintenanceAndUpdateFrequency>
      <gmd:maintenanceNote>
        <gco:CharacterString>Metadata are developed, maintained and distributed by NCEI. Updates are performed as needed to maintain currentness.</gco:CharacterString>
      </gmd:maintenanceNote>
      <gmd:contact>
        <gmd:CI_ResponsibleParty>
          <gmd:organisationName>
            <gco:CharacterString>NOAA National Centers for Environmental Information</gco:CharacterString>
          </gmd:organisationName>
          <gmd:role>
            <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="custodian">custodian</gmd:CI_RoleCode>
          </gmd:role>
        </gmd:CI_ResponsibleParty>
      </gmd:contact>
    </gmd:MD_MaintenanceInformation>
  </gmd:metadataMaintenance>
  <gmi:acquisitionInformation>
    <gmi:MI_AcquisitionInformation id="AMS">
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be43">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>barometer</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>barometer</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>Barometers are instruments for measuring atmospheric pressure;
two types include mercury barometers and aneroid barometers.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be0d">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>rain gauge</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>rain gauge</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>A device to measure the amount of liquid precipitation

The definition of liquid precipitation is any form of water falling from the sky as rain. Rain gauge measures the amount of liquid precipitation.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bec2">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>visual estimate</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>visual estimate</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>not an instrument - maybe an observation type</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bec1">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>visual observation</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>visual observation</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>not an instrument - maybe an observation type</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
    </gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>