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TREAs proprietary SqueeSAR algorithm was used to process Sentinel-1 (SNT) satellite imagery acquired  between January 2017 and July 2023 and the results were calibrated using the NOAA's CORS GNSS (Global Navigation Satellite System) network for the generation of vertical InSAR (SAR Interferometry) measurements.</gco:CharacterString>
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                <gco:CharacterString>Global Change Master Directory (GCMD) Instrument Keywords</gco:CharacterString>
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              <gmd:edition>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
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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:thesaurusName>
            <gmd:CI_Citation uuid="9f0de6e6-428b-11df-9879-0800200c9a66">
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                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2017-04-24</gco:Date>
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              <gmd:citedResponsibleParty xlink:title="GCMD Landing Page">
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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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                      <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>Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 22. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords</gco:CharacterString>
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            <gco:CharacterString>Distribution Liability: Users must assume responsibility to determine the usability of these data. These data were obtained for use by NGS during the course of its development of potential final products to fulfill its statutory mission. Although NGS is making this data available to others who may find it  of value, NGS does not warrant, endorse, or recommend the use of it for any given purpose.  Any conclusions drawn from the analysis of this data are not the responsibility of NOAA, the Office for Coastal Management or its partners.</gco:CharacterString>
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It is noted that the high correspondence between the two sets of measurements does not provide an  evaluation of the absolute accuracy of the Vertical InSAR results, because this depends on the initial accuracy  of the input GNSS data. As recalled in Section 4.1, GNSS measurements have vertical accuracy of 1-2 cm and this should be considered the absolute accuracy of the calibrated InSAR results, even if the initial InSAR relative precision, referred to local reference points, is in the order of a few millimeter.

Please see report for more details on the data accuracy.</gco:CharacterString>
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                    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:CI_RoleCode" codeListValue="processor">processor</gmd:CI_RoleCode>
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                </gmd:CI_ResponsibleParty>
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            </gmd:LI_ProcessStep>
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            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>The acquired SNT imagery has been processed using the SqueeSAR technique, which is the advanced multi?image InSAR algorithm patented by TREA that provides high precision measurements of ground displacement in the form of a point cloud. By analyzing a stack of SAR images acquired from the same track over an area, the SqueeSAR algorithm identifies and measures the movement of radar reflectors on the ground surface that remain visible and coherent throughout the period of the analysis.

The over 3,500 images acquired along the 17 different tracks over the area of interest were processed in approximately 160 separate processing sites, and the results were combined using TREA's wide area processing chain.

The analysis of the SNT imagery produced 1-D LOS InSAR measurements (i.e. away or toward the satellite along the satellite LOS) for a total of over 150,000,000 measurement points within the AOI. Due to the high variability of land cover within the area of interest, the MP density varies within the area and the lowest density was obtained over areas affected by strong decorrelation disturbances, such as swamps, areas with extensive snow coverage or dense vegetation.

It is finally noted that InSAR natively provides differential displacement measurements, referring to local reference points. The absolute calibration of the LOS measurements for this was performed using the NOAA CORS network.</gco:CharacterString>
              </gmd:description>
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                    <gco:CharacterString>National Geodetic Survey</gco:CharacterString>
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                <gco:CharacterString>The absolute calibration of the InSAR measurements, which are natively 1-D (LOS) and referred to local reference points, was performed using NOAA's CORS GNSS network. The analysis of the results highlighted a high degree of correspondence between the Vertical GNSS and Vertical InSAR data following the calibration procedure. The average displacement  rate difference calculated for the 206 GNSS stations located within the area of interest is -0.1 mm/yr  with a standard deviation of +/-0.3 mm/yr.  Please see the report for more detailed information on calibration methodology and results.</gco:CharacterString>
              </gmd:description>
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                <gmd:CI_ResponsibleParty>
                  <gmd:organisationName>
                    <gco:CharacterString>National Geodetic Survey</gco:CharacterString>
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                    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:CI_RoleCode" codeListValue="processor">processor</gmd:CI_RoleCode>
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                </gmd:CI_ResponsibleParty>
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          </gmd:processStep>
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                <gmd:CI_Citation>
                  <gmd:title>
                    <gco:CharacterString>Processing</gco:CharacterString>
                  </gmd:title>
                  <gmd:date gco:nilReason="missing" />
                  <gmd:citedResponsibleParty>
                    <gmd:CI_ResponsibleParty>
                      <gmd:organisationName>
                        <gco:CharacterString>Tre Altamira</gco:CharacterString>
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                        <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:CI_RoleCode" codeListValue="originator">originator</gmd:CI_RoleCode>
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        </gmd:LI_Lineage>
      </gmd:lineage>
    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
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