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        <gco:CharacterString>This dataset contains daily files with thermodynamic profiles retrieved with the optimal estimation physical retrieval TROPoe (TROPoe, Turner and Löhnert 2014; Turner and Blumberg 2019; Turner and Löhnert 2021). The profiles are retrieved every 10 min from instantaneous radiances observed with an Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST, Rochette et al. 2009).

The ASSIST was deployed at Roaring Judy in the East River Watershed in Colorado (38.7169321 N, 106.853031 W, 2494 m above mean sea level) from 21 October 2021 to 28 January 2022 as part of the National Oceanic and Atmospheric Administration (NOAA) Study of Precipitation, the Lower Atmosphere, and Surface for Hydrometeorology (SPLASH) campaign.

The spectral bands used in the retrieval are in the wavenumber range from 612 - 905.4 cm-1 and are specified in Turner and Löhnert (2021). Additional input data in TROPoe are cloud base height from a collocated ceilometer, temperature, water vapor mixing ratio, and pressure from colocated near-surface measurements and from hourly analysis profiles from the operational Rapid Refresh (RAP, Benjamin et al. 2021) weather prediction model at the closest grid point. The latter are used only outside the atmospheric boundary layer (ABL) above 4 km above ground level (AGL) and provide information in the middle and upper troposphere where little to no information content is available from the infrared radiances.

In addition to these temporally resolved input data, TROPoe requires an a priori dataset (prior) which provides mean climatological estimates of thermodynamic profiles and specifies how temperature and humidity covary with height as an input (for details see e.g. Djalalova et al. 2022). The prior is a key component of the retrieval and provides a constraint on the ill-posed inversion problem. For this study, we computed the prior from operational radiosondes launched near Denver, CO, and re-centered the mean profiles of water vapor and temperature to account for the elevation difference between the East River Valley and the launch site near Denver to get a more representative prior.

The file format is netcdf and the file naming conventions are

NOAA_PSL_ASSIST_RoaringJudy_yyyymmdd.cdf

with

yyyy: Year

mm: Month

dd: Day

The time stamp of all data is in UTC.

Note that the vertical resolution of the retrieved profiles decreases with height, because of the broadening of the weighting function as a function of height. Thus, there are relatively few independent pieces of information in the profiles, this is reflected in the cumulative degree of freedom variables. The majority of the information from the ASSIST is in the lowest 2-3 km, above that most information comes from the RAP model.

Because of strong emission in the infrared from clouds, clouds strongly impact the ability to retrieve profiles from the ASSIST and care should be taken when analyzing the retrievals in the presence of clouds.</gco:CharacterString>
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        <gco:CharacterString>From fall 2021 through summer 2023, NOAA and research partners participated in the Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH). This field study installed a comprehensive, state-of-the-art observing network in the East River watershed of the Colorado mountains with a goal of advancing weather and water prediction capabilities in areas with complex terrain.

Benefits: In combination with scientific analysis of the resulting datasets, research will apply SPLASH observations and the resulting enhanced process-understanding to evaluate and improve NOAA's latest suite of modeling tools, including the Unified Forecast System, Rapid Refresh Forecast System, and National Water Model. The ultimate goal of this project will be improved prediction of weather and water in the Colorado mountains and beyond to inform societal preparedness and response.</gco:CharacterString>
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        <gco:CharacterString>Funding Agency: University of Colorado - Boulder; Cooperative Institute for Research in Environmental Sciences (CIRES)</gco:CharacterString>
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        <gco:CharacterString>Funding Agency: Rocky Mountain Biological Laboratory</gco:CharacterString>
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        <gco:CharacterString>Funding Agency: US Department of Energy</gco:CharacterString>
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        <gco:CharacterString>Funding Agency: Black Swift Technologies</gco:CharacterString>
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        <gco:CharacterString>Funding Agency: Colorado State University</gco:CharacterString>
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        <gco:CharacterString>Funding Agency: Lawrence Berkeley National Laboratory</gco:CharacterString>
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        <gco:CharacterString>Funding Agency: NOAA Global Monitoring Laboratory (GML)</gco:CharacterString>
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        <gco:CharacterString>Funding Agency: NOAA Physical Sciences Laboratory (PSL)</gco:CharacterString>
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        <gco:CharacterString>Funding Agency: National Center for Atmospheric Research (NCAR)</gco:CharacterString>
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                  <gmd:protocol>
                    <gco:CharacterString>FTP</gco:CharacterString>
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                  <gmd:description>
                    <gco:CharacterString>These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).</gco:CharacterString>
                  </gmd:description>
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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>
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                <gco:CharacterString>NCEI Accession 0303808 v1.1 was published.</gco:CharacterString>
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                <gco:DateTime>2025-04-29T19:19:53Z</gco:DateTime>
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                        <gco:CharacterString>NCEI Accession 0303808 v1.1</gco:CharacterString>
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                      <gmd:date>
                        <gmd:CI_Date>
                          <gmd:date gco:nilReason="inapplicable" />
                          <gmd:dateType>
                            <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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                                <gmd:CI_OnlineResource>
                                  <gmd:linkage>
                                    <gmd:URL>https://www.ncei.noaa.gov/archive/accession/0303808/1.1</gmd:URL>
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                                    <gco:CharacterString>HTTPS</gco:CharacterString>
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                                    <gco:CharacterString>NCEI Accession 0303808 v1.1</gco:CharacterString>
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                                    <gco:CharacterString>published 2025-04-29T19:19:53Z</gco:CharacterString>
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            <gmd:MD_ScopeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset">dataset</gmd:MD_ScopeCode>
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      <gmd:lineage>
        <gmd:LI_Lineage>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: base_time (calculated);
Units: second;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: Seconds (since 00 UTC 1 Jan 1970)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: time_offset (calculated);
Units: second;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: Second (since base_time)</gco:CharacterString>
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            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: hour (calculated);
Units: hour;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: Hours since OOUTC this day</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: height (calculated);
Units: km;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: km AGL</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: temperature (measured);
Units: degrees C;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: C, temperature</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: waterVapor (measured);
Units: g/kg;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: g/kg, water vapor mixing ratio</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: theta (calculated);
Units: degrees K;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: K, potential temperature</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: pressure (calculated);
Units: hPa;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: hPa, pressure</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: rh (calculated);
Units: %;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: %, relative humidity</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: dewpt (calculated);
Units: degrees C;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: C, dew point temperature</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: thetae (calculated);
Units: degrees K;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: K, equivalent potential temperature</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: sigma_temperature (calculated);
Units: degrees C;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: C, 1-sigma uncertainty temperature</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: sigma_waterVapor (calculated);
Units: g/kg;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: g/kg, 1-sigma uncertainty water vapor</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: cdfs_temperature (calculated);
Units: unitless;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: cumulative degrees of freedom for temperature</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: cdfs_waterVapor (calculated);
Units: unitless;
Observation Category: in situ;
Sampling Instrument: Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST);
Sampling and Analyzing Method: cumulative degrees of freedom for water vapor</gco:CharacterString>
              </gmd:description>
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        <gco:CharacterString>Metadata are developed, maintained and distributed by NCEI. Updates are performed as needed to maintain currentness.</gco:CharacterString>
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