I. Data Set Descriptors 
   A. Title: Meteorological data from Vanilla Rain Met at the Andrews Forest. Variables include: 
      precipitation, swe, snow depth, air temperature, and battery supply from 01-Oct-2020 to 
      01-Oct-2021
   B. Accession Number: N/A
   C. Description 
      1. Originator(s): Christopher Daly
      2. Abstract: A three-level hydro-climatological network for data monitoring was established 
         in 1994. The networks at each level are nested to form a coordinated program of data 
         acquisition and measurement. A future vision of linking the benchmark meteorological 
         stations with regional weather stations to expand the future scope of studies was also 
         considered in designing this network. The first-level in this top-down approach consists 
         of Benchmark Meteorological Stations (BMS) and Benchmark Stream Stations. The BMS are 
         designed to represent the environment across the Andrews. These stations are intended to 
         provide complete, long-term, high temporal resolution, meso-scale hydroclimatological 
         data. The location of the BMS network is based on factors such as elevation, aspect, 
         vegetation gradients, and accessibility. Collected meteorological parameters are generally 
         standardized across the BMS as well as methods and instrumentation. Secondary 
         Meteorological Stations also follow standardized methods and serve similar purposes but 
         are somewhat limited in meteorological parameters collected. The Primary Meteorological 
         Station (PRIMET), Central Meteorological Station (CENMET), Upper Lookout Meteorological 
         Station (UPLMET), and Vanilla Leaf Meteorological Station (VANMET) are the four Benchmark 
         Stations, Climatic Station at Watershed 2 (CS2MET) and the Hi-15 Meteorological Station 
         (H15MET) are Secondary Stations.
      3. Study Type: Monitoring
      4. Study Themes: 
      5. LTER Core Areas: 
      6. Georeferences: 
      7. Submission Date: 
   D. Keywords: Air temperature, Climate change, Climate data, Meteorological measurements, 
      Monitoring, Photosynthetically active radiation, Precipitation, Relative humidity, Snow 
      accumulation, Snow hydrology, Soil moisture, Soil temperature, Solar radiation, Wind speed, 
      Disturbance
II. Research Origin Descriptors 
   A. Overall Project Description 
      1. Project Title: Vanilla Rain Gage
      2. Principal Investigators: 
         Name:
         Position:
         Organization:
         Address:
         City:
         State:
         Postal Code:
         Phone:
         Email:
         UserID:
      3. Funding Period:  to 
      4. Objectives: Hydrology, climatology, and biology interact over a wide range of spatial and 
         temporal scales. Continuous interaction among climate, soils, landuse, and vegetation 
         shape the hydrology and ecology of a landscape. Long-term measurements of such variables 
         at various time and space scales provide an essential foundation for understanding 
         ecosystem processes, and document changes in the local, regional, and global environments.
      5. Abstract: 
      6. Funding Source: NSF grants: DEB-7611978, BSR-9011663, DEB-9632921, DEB-0218088
   B. Sub-project Description 
      1. Site Description 
         a. Geographic Location: HJ Andrews, Blue River, Oregon, USA
            Coordinates: 
         b. Physiographic Region: 
         c. Landform Components: 
         d. Hydrographic Characteristics: 
         e. Topographic Attributes: 
         f. Geology, Lithology and Soils: 
         g. Vegetation Communities: CANOPY: None overhead, though insolation affected slightly from 
            trees on adjacent hillsides. CONTINUOUS, OPEN CANOPY TYPE. SURFACE: Short grass/dirt, 
            generally clear of vegetation.
         h. History of Land Use and Disturbance: 
         i. Climate: 
      2. Experimental or Sampling Design 
         a. Design Characteristics: Temperature and rainfall in the Andrews Experimental Forestare 
            are typical of a maritime climate with wet, relatively mild winters and dry, cool 
            summers. Humidity is generally high through winter months, and maximum daily relative 
            humidity approaches 100 percent at night throughout the year. Minimum summer humidities 
            generally hover around 30-50 percent. Temperature extremes range from near 0 degrees F 
            in unusually cold winters to over 100 degrees for brief periods almost every summer. 
            The range in mean annual temperature (1972-2002) is 7.1-10.5 degrees C at a low 
            elevation site (PRIMET). Precipitation varies with elevation - long-term annual average 
            at low elevation (450 m) is 2200 mm, and at high elevation (1200m) is 2600 mm.
         b. Permanent Plots: 
         c. Data Collection Duration and Frequency: 
            Beginning of Observations: 
            End of Observations: 
      3. Research Methods 
         a. Field and Laboratory Methods: 
         b. Protocols: 
         c. Instrumentation: 
         d. Taxonomy and Systematics: None
         e. Speclies List: 
         f. Permit History: 
      4. Project Personnel 
         a. Personnel: 
         b. Affiliations: 
III. Data Set Status and Accessibility 
   A. Status 
      1. Latest Update: 03-Feb-2024
      2. Latest Archive Date: 
      3. Latest Metadata Update: 03-Feb-2024
      4. Data Verification Status: 
   B. Accessibility 
      1. Storage Location and Medium: Stored at  
         on media: 
      2. Contact Person: Adam M. Kennedy
      3. Copyright Restrictions: 
      4. Restrictions: 
         a. Release Date: Affiliates: , Public: 
         b. Citation: 
         c. Disclaimer: 
      5. Costs: 
IV. Data Structural Descriptors 
   A. Data Set File 
      1. File Name: varmet_302_a_5min_2021.csv
      2. Size: 105120 records
      3. File Format: ASCII text (comma-separated value format)
      3a. Delimiters: single comma
      4. Header Information: 5 lines of ASCII text
      5. Alphanumeric Attributes: 
      6. Quality Control Flag Codes: M = missing value, I = Invalid value (out of range), Q = 
         Questionable value, V = Flags values n greater than or m less than the mean of the 
         preceding N readings, C = Flags values greater than or less than N Stdev the mean of the 
         preceding M readings, A = Flags values with total accumulation over N days greater than 
         some value, S = Flags unrealistic sequences of identical or near identical values in time 
         series of non-missing values, T = For methods or hardware related flags. ie. broken 
         shield, D = Value is outside detection limit, L = Low value, H = High value, P = Program 
         ID change, R = Reduced volume stored in sample tank, E = Value estimated by linear 
         interpolation
      7. Authentication Procedures: 
      8. Calculations: 
         SNOWDEP_INST_0_0_05: SNOWDEP_INST_0_0_05(mm) = SNOWDEP_INST_0_0_05(m) * 1000
      9. Processing History: 
         Software version: GCE Data Toolbox Version 3.9.10 (23-May-2022)
         Data structure version: GCE Data Structure 1.1 (29-Mar-2001)
         Original data files processed: 
            metdat query: SELECT *  FROM VARA_302_Table105 WHERE LOGGERID = 302 AND TmStamp BETWEEN 
               '2020-10-01 00:05:00.0' AND '2021-10-01 00:00:00.0'
 ORDER BY TmStamp ASC  (105120 
               records)
            FINAL_AIRTEMP_QC4SIGMA_leap_ak.csv (8784 records)
         Data processing history:
            03-Feb-2024: new GCE Data Structure 1.1 created ('newstruct')
            03-Feb-2024: imported result set from SQL query on data source 'metdat' ('sql2struct')
            03-Feb-2024: imported all documentation metadata from the template 'LNDB_VarMet_3', 
               updating descriptors for columns Date, RecNum, LOGGERID, PROGID, BATTERY_MEAN, 
               SNOWDEP_INST_0_0_05, SNOWDEP_QUAL, SWE_INST_0_0_05, PRECIP_INST_455_0_02, 
               ORI_SH_AVG, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and AIRTEMP_MIN_450_0_10 
               ('meta_template')
            03-Feb-2024: updated 16 metadata fields in the Data, Dataset, Project, Site, Status, 
               Study, Supplement section(s) ('addmeta')
            03-Feb-2024: updated title ('newtitle')
            03-Feb-2024: Q/C flagging criteria applied, 'flags' field updated ('dataflag')
            03-Feb-2024: Name of column TmStamp changed to Date; Name of column BATTERY_V_Avg 
               changed to BATTERY_MEAN; Name of column SNOWDEPTH changed to SNOWDEP_INST_0_0_05; 
               Name of column QUALITY changed to SNOWDEP_QUAL; Name of column SWE changed to 
               SWE_INST_0_0_05; Name of column PRECIP changed to PRECIP_INST_455_0_02; Name of 
               column OR_TEMP_Avg changed to ORI_SH_AVG; Name of column AIR_450_Avg changed to 
               AIRTEMP_MEAN_450_0_10; Name of column AIR_450_Max changed to AIRTEMP_MAX_450_0_10; 
               Name of column AIR_450_Min changed to AIRTEMP_MIN_450_0_10; ('apply_template')
            03-Feb-2024: Units of column Date changed from '' to 'serial number'; Units of column 
               RecNum changed from '' to 'count'; Units of column LOGGERID changed from '' to 
               'none'; Units of column PROGID changed from '' to 'none'; Units of column 
               BATTERY_MEAN changed from '' to 'volts'; Units of column SNOWDEP_INST_0_0_05 changed 
               from '' to 'm'; Units of column SNOWDEP_QUAL changed from '' to 'none'; Units of 
               column SWE_INST_0_0_05 changed from '' to 'mm'; Units of column PRECIP_INST_455_0_02 
               changed from '' to 'mm'; Units of column ORI_SH_AVG changed from '' to 'deg c'; 
               Units of column AIRTEMP_MEAN_450_0_10 changed from '' to 'deg c'; Units of column 
               AIRTEMP_MAX_450_0_10 changed from '' to 'deg c'; Units of column 
               AIRTEMP_MIN_450_0_10 changed from '' to 'deg c'; ('apply_template')
            03-Feb-2024: Data Type of column PROGID changed from 'd' to 'f'; Data Type of column 
               SNOWDEP_QUAL changed from 'f' to 'd'; ('apply_template')
            03-Feb-2024: Variable Type of column RecNum changed from 'data' to 'nominal'; Variable 
               Type of column LOGGERID changed from 'data' to 'nominal'; Variable Type of column 
               PROGID changed from 'data' to 'nominal'; ('apply_template')
            03-Feb-2024: Numeric Type of column PROGID changed from 'discrete' to 'continuous'; 
               Numeric Type of column BATTERY_MEAN changed from 'continous' to 'continuous'; 
               Numeric Type of column SNOWDEP_INST_0_0_05 changed from 'continous' to 'continuous'; 
               Numeric Type of column SNOWDEP_QUAL changed from 'continous' to 'discrete'; Numeric 
               Type of column SWE_INST_0_0_05 changed from 'continous' to 'continuous'; Numeric 
               Type of column PRECIP_INST_455_0_02 changed from 'continous' to 'continuous'; 
               Numeric Type of column ORI_SH_AVG changed from 'continous' to 'continuous'; Numeric 
               Type of column AIRTEMP_MEAN_450_0_10 changed from 'continous' to 'continuous'; 
               Numeric Type of column AIRTEMP_MAX_450_0_10 changed from 'continous' to 
               'continuous'; Numeric Type of column AIRTEMP_MIN_450_0_10 changed from 'continous' 
               to 'continuous'; ('apply_template')
            03-Feb-2024: Q/C Criteria of column Date changed from '' to 'x<0='I';isnan(x)='M''; Q/C 
               Criteria of column RecNum changed from '' to 'x<0='I';isnan(x)='M''; Q/C Criteria of 
               column LOGGERID changed from '' to 'flag_notinarray(x,[301,302])='I';isnan(x)='M''; 
               Q/C Criteria of column PROGID changed from '' to 
               'flag_valuechange(x,0.1,0.1,1)='P';isnan(x)='M''; Q/C Criteria of column 
               BATTERY_MEAN changed from '' to 'x<0='I';x<11.5='L';x>16='H';isnan(x)='M''; Q/C 
               Criteria of column SNOWDEP_INST_0_0_05 changed from '' to 
               'isnan(x)='M';x>4.5='Q';x>5.0='I';x<-5.0='I';col_SNOWDEP_QUAL<=0='I';col_SNOWDEP_QUAL
               <162&col_SNOWDEP_QUAL>0='Q';col_SNOWDEP_QUAL>=300&col_SNOWDEP_QUAL<=600='Q';flag_date
               range(col_Date,{'10/30/2015 12:00:00','11/05/2015 
               14:55:00'})='Q';flag_daterange(col_Date,{'06/03/2022 15:20:00','06/09/2022 
               13:30:00'})='I';flag_daterange(col_Date,{'10/20/2022 10:55:00','10/22/2022 
               05:05:00'})='Q''; Q/C Criteria of column SNOWDEP_QUAL changed from '' to 
               'isnan(x)='M''; Q/C Criteria of column SWE_INST_0_0_05 changed from '' to 
               'isnan(x)='M';col_Date>=datenum('10/30/2015 12:00:00')&col_Date<=datenum('11/5/2015 
               14:00:00')='Q';col_Date>=datenum('11/11/2016 
               12:00:00')&col_Date<=datenum('11/14/2017 
               12:00:00')='I';col_Date>=datenum('09/30/2023 12:00:00')='I''; Q/C Criteria of column 
               PRECIP_INST_455_0_02 changed from '' to 
               'x<0='I';x>1200='I';col_ORI_SH_AVG<3.5='T';flag_valuechange(x,100,25,1)='R';isnan(x)=
               'M';col_Date>=datenum('10/30/2015 12:00:00')&col_Date<=datenum('11/05/2015 
               14:00:00')='Q';col_Date>=datenum('12/17/2015 
               12:00:00')&col_Date<=datenum('01/27/2016 
               12:00:00')='I';col_Date>=datenum('02/25/2018 
               22:45:00')&col_Date<=datenum('02/28/2018 
               20:00:00')='T';col_Date>=datenum('02/27/2019 
               16:55:00')&col_Date<=datenum('10/06/2021 
               12:10:00')='Q';col_Date>=datenum('10/06/2021 
               12:15:00')&col_Date<=datenum('12/14/2021 
               00:05:00')='Q';col_Date>=datenum('12/14/2021 
               00:10:00')&col_Date<=datenum('09/31/2022 
               00:00:00')='Q';col_Date>=datenum('12/15/2022 
               11:20:00')&col_Date<=datenum('12/15/2022 
               12:25:00')='I';col_Date>=datenum('10/01/2022 00:00:00')='Q''; Q/C Criteria of column 
               ORI_SH_AVG changed from '' to 'x<3.5='T';isnan(x)='M';col_Date>=datenum('10/30/2015 
               12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q''; Q/C Criteria of column 
               AIRTEMP_MEAN_450_0_10 changed from '' to 
               'x<=-35='I';x>50='I';x<-18='Q';x>45='Q';flag_valuechange(x,6.5,6.5,1) 
               ='V';flag_valuechange(x,8,8,1) 
               ='I';isnan(x)='M';x<col_FOURLO='Q';x>col_FOURHI='Q';col_Date>=datenum('10/30/2015 
               12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('05/06/2017 
               08:00:00')&col_Date<=datenum('08/18/2017 
               20:00:00')='Q';(col_AIRTEMP_MAX_450_0_10-col_AIRTEMP_MEAN_450_0_10)>1='Q'; 
               (col_AIRTEMP_MEAN_450_0_10-col_AIRTEMP_MIN_450_0_10)>1='Q'; 
               x>col_AIRTEMP_MAX_450_0_10='I'; x<col_AIRTEMP_MIN_450_0_10=‘I’'; Q/C Criteria of 
               column AIRTEMP_MAX_450_0_10 changed from '' to 
               'x<=-35='I';x>50='I';x<-18='Q';x>45='Q';flag_valuechange(x,6.5,6.5,1) 
               ='V';flag_valuechange(x,8,8,1) 
               ='I';isnan(x)='M';x<col_FOURLO='Q';x>col_FOURHI='Q';col_Date>=datenum('10/30/2015 
               12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('05/06/2017 
               08:00:00')&col_Date<=datenum('08/18/2017 20:00:00')='Q''; Q/C Criteria of column 
               AIRTEMP_MIN_450_0_10 changed from '' to 
               'x<=-35='I';x>50='I';x<-18='Q';x>45='Q';flag_valuechange(x,6.5,6.5,1) 
               ='V';flag_valuechange(x,8,8,1) 
               ='I';isnan(x)='M';x<col_FOURLO='Q';x>col_FOURHI='Q';col_Date>=datenum('10/30/2015 
               12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('05/06/2017 
               08:00:00')&col_Date<=datenum('08/18/2017 20:00:00')='Q''; ('apply_template')
            03-Feb-2024: Precision of column Date changed from 0 to 7; Precision of column PROGID 
               changed from 0 to 1; Precision of column SNOWDEP_QUAL changed from 2 to 0; Precision 
               of column SWE_INST_0_0_05 changed from 1 to 4; Precision of column ORI_SH_AVG 
               changed from 3 to 2; ('apply_template')
            03-Feb-2024: Descriptions of columns Date, RecNum, LOGGERID, PROGID, BATTERY_MEAN, 
               SNOWDEP_INST_0_0_05, SNOWDEP_QUAL, SWE_INST_0_0_05, PRECIP_INST_455_0_02, 
               ORI_SH_AVG, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and AIRTEMP_MIN_450_0_10 
               edited; ('apply_template')
            03-Feb-2024: added column 'Site' at position 1 ('addcol')
            03-Feb-2024: sorted by column Date(ascending) ('sortdata')
            03-Feb-2024: removed 12 row(s) with duplicate values in the column(s) Date 
               ('cleardupes')
            03-Feb-2024: inserted 12 new records with date/time values and NaN/null data values 
               (replicating common values in the non-data columns Site, RecNum, LOGGERID and 
               PROGID) to fill in date/time interval gaps in the data series and assigned flag 'M' 
               to inserted records ('pad_date_gaps')
            03-Feb-2024: sorted by column Date(ascending) ('sortdata')
            03-Feb-2024: Year, Month, Day, Hour and Minute datetime columns added after column Date 
               ('add_datepartcols')
            03-Feb-2024: sorted by columns Month(ascending), Day(ascending), Hour(ascending) 
               ('sortdata')
            03-Feb-2024: performed a lookup join of columns Month, Day and Hour on columns Month, 
               Day and Hour from a second structure, returning column(s) Site, Date, Year, Minute, 
               RecNum, LOGGERID, PROGID, BATTERY_MEAN, BATTERY_V_CHECK, SNOWDEP_INST_0_0_05, 
               SNOWDEPTH_CHECK, SNOWDEP_QUAL, SWE_INST_0_0_05, SWE_CHECK, PRECIP_INST_455_0_02, 
               ORI_SH_AVG, PUMPVOLTS_Avg, PUMPVOLTS_CHECK, AIRTEMP_MEAN_450_0_10, 
               AIRTEMP_MAX_450_0_10 and AIRTEMP_MIN_450_0_10 from the first structure and column(s) 
               MEAN, STD, MIN, MAX, MEDIAN, FOURLO and FOURHI from the second structure (105120 
               rows) ('joindata')
            03-Feb-2024: sorted by column Date(ascending) ('sortdata')
            03-Feb-2024: imported all documentation metadata from the template 'LNDB_VarMet_3', 
               updating descriptors for columns Date, RecNum, LOGGERID, PROGID, BATTERY_MEAN, 
               SNOWDEP_INST_0_0_05, SNOWDEP_QUAL, SWE_INST_0_0_05, PRECIP_INST_455_0_02, 
               ORI_SH_AVG, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and AIRTEMP_MIN_450_0_10 
               ('meta_template')
            03-Feb-2024: updated 16 metadata fields in the Data, Dataset, Project, Site, Status, 
               Study, Supplement section(s) ('addmeta')
            03-Feb-2024: updated title ('newtitle')
            03-Feb-2024: Q/C flagging criteria applied, 'flags' field updated ('dataflag')
            03-Feb-2024: Q/C Criteria of column Date changed from 'x<0='I';isnan(x)='M';manual' to 
               'x<0='I';isnan(x)='M''; Q/C Criteria of column RecNum changed from 
               'x<0='I';isnan(x)='M';manual' to 'x<0='I';isnan(x)='M''; Q/C Criteria of column 
               LOGGERID changed from 'flag_notinarray(x,[301,302])='I';isnan(x)='M';manual' to 
               'flag_notinarray(x,[301,302])='I';isnan(x)='M''; Q/C Criteria of column PROGID 
               changed from 'flag_valuechange(x,0.1,0.1,1)='P';isnan(x)='M';manual' to 
               'flag_valuechange(x,0.1,0.1,1)='P';isnan(x)='M''; Q/C Criteria of column 
               BATTERY_MEAN changed from 'x<0='I';x<11.5='L';x>16='H';isnan(x)='M';manual' to 
               'x<0='I';x<11.5='L';x>16='H';isnan(x)='M''; Q/C Criteria of column SNOWDEP_QUAL 
               changed from 'isnan(x)='M';manual' to 'isnan(x)='M''; Q/C Criteria of column 
               AIRTEMP_MAX_450_0_10 changed from 
               'x<=-35='I';x>50='I';x<-18='Q';x>45='Q';flag_valuechange(x,6.5,6.5,1) 
               ='V';flag_valuechange(x,8,8,1) 
               ='I';isnan(x)='M';x<col_FOURLO='Q';x>col_FOURHI='Q';col_Date>=datenum('10/30/2015 
               12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('05/06/2017 
               08:00:00')&col_Date<=datenum('08/18/2017 20:00:00')='Q';manual' to 
               'x<=-35='I';x>50='I';x<-18='Q';x>45='Q';flag_valuechange(x,6.5,6.5,1) 
               ='V';flag_valuechange(x,8,8,1) 
               ='I';isnan(x)='M';x<col_FOURLO='Q';x>col_FOURHI='Q';col_Date>=datenum('10/30/2015 
               12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('05/06/2017 
               08:00:00')&col_Date<=datenum('08/18/2017 20:00:00')='Q''; Q/C Criteria of column 
               AIRTEMP_MIN_450_0_10 changed from 
               'x<=-35='I';x>50='I';x<-18='Q';x>45='Q';flag_valuechange(x,6.5,6.5,1) 
               ='V';flag_valuechange(x,8,8,1) 
               ='I';isnan(x)='M';x<col_FOURLO='Q';x>col_FOURHI='Q';col_Date>=datenum('10/30/2015 
               12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('05/06/2017 
               08:00:00')&col_Date<=datenum('08/18/2017 20:00:00')='Q';manual' to 
               'x<=-35='I';x>50='I';x<-18='Q';x>45='Q';flag_valuechange(x,6.5,6.5,1) 
               ='V';flag_valuechange(x,8,8,1) 
               ='I';isnan(x)='M';x<col_FOURLO='Q';x>col_FOURHI='Q';col_Date>=datenum('10/30/2015 
               12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('05/06/2017 
               08:00:00')&col_Date<=datenum('08/18/2017 20:00:00')='Q''; ('apply_template')
            03-Feb-2024: deleted columns Month, Day, Hour, Year, Minute, RecNum, MEAN, STD, MIN, 
               MAX, FOURLO, FOURHI and MEDIAN from the structure ('deletecols')
            03-Feb-2024: converted values in all columns assigned QA/QC flag(s) I (Invalid value 
               (out of range)) to NaN/empty, locking and replacing existing flags with 'M': 1859 
               records in SNOWDEP_INST_0_0_05, 17180 records in PRECIP_INST_455_0_02 ('nullflags')
            03-Feb-2024: sorted by column Date(ascending) ('sortdata')
            03-Feb-2024: replaced 1859 missing values in column SNOWDEP_INST_0_0_05 with estimated 
               values based on 1D interpolation of SNOWDEP_INST_0_0_05 as a function of Date using 
               the MATLAB 9.912 function 'interp1' with the 'linear' (linear interpolation) method 
               option, excluding data gaps with more than 5 consecutive missing values, and 
               flagging the estimated values as 'E' ('interp_missing')
            03-Feb-2024: 1859 values in 'SNOWDEP_INST_0_0_05' were updated with new values 
               ('update_data'): changed record 70 from NaN to -0.1445, changed record 123 from NaN 
               to 0.0500, changed record 162 from NaN to -0.2260, changed record 165 from NaN to 
               0.2110, changed record 172 from NaN to 0.0685, changed record 197 from NaN to 
               -0.2570, changed record 202 from NaN to 0.2215, changed record 206 from NaN to 
               -0.2120, changed record 236 from NaN to -0.5560, changed record 240 from NaN to 
               -0.3645, changed record 253 from NaN to -0.1890, changed record 273 from NaN to 
               -0.1380, changed record 344 from NaN to -0.1475, changed record 403 from NaN to 
               0.0115, changed record 429 from NaN to 0.1580, changed record 451 from NaN to 
               0.1995, changed record 465 from NaN to -0.5465, changed record 469 from NaN to 
               -0.1870, changed record 778 from NaN to -0.1970, changed record 862 from NaN to 
               0.0950, changed record 875 from NaN to 0.0535, changed record 934 from NaN to 
               -0.4860, changed record 992 from NaN to -0.3605, changed record 1001 from NaN to 
               -0.3465, changed record 1016 from NaN to -0.2223, changed record 1017 from NaN to 
               -0.2247, changed record 1019 from NaN to -0.1825, changed record 1075 from NaN to 
               0.1800, changed record 1212 from NaN to 0.0595, changed record 1266 from NaN to 
               0.1585, changed record 1273 from NaN to -0.0250, changed record 1280 from NaN to 
               0.0335, changed record 1282 from NaN to 0.0230, changed record 1286 from NaN to 
               0.0095, changed record 1294 from NaN to 0.2135, changed record 1326 from NaN to 
               -0.1590, changed record 1335 from NaN to -0.0370, changed record 1338 from NaN to 
               -0.2990, changed record 1339 from NaN to -0.4400, changed record 1366 from NaN to 
               -0.1270, changed record 1371 from NaN to -0.5585, changed record 1379 from NaN to 
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               -0.0835, changed record 98668 from NaN to 0.0375, changed record 98679 from NaN to 
               0.0685, changed record 98684 from NaN to -0.1665, changed record 98695 from NaN to 
               -0.1555, changed record 98699 from NaN to 0.0495, changed record 98750 from NaN to 
               0.0395, changed record 98763 from NaN to -0.1370, changed record 98788 from NaN to 
               -0.1190, changed record 98807 from NaN to -0.1155, changed record 98812 from NaN to 
               -0.3045, changed record 98815 from NaN to 0.0450, changed record 98817 from NaN to 
               0.0430, changed record 98829 from NaN to -0.1225, changed record 98876 from NaN to 
               0.0590, changed record 98891 from NaN to 0.0430, changed record 98897 from NaN to 
               -0.1360, changed record 98899 from NaN to 0.0030, changed record 98921 from NaN to 
               -0.1055, changed record 98923 from NaN to -0.1390, changed record 98929 from NaN to 
               -0.3205, changed record 98936 from NaN to -0.2455, changed record 98937 from NaN to 
               -0.1410, changed record 98938 from NaN to -0.0365, changed record 98944 from NaN to 
               -0.1540, changed record 98987 from NaN to 0.0590, changed record 99068 from NaN to 
               0.0785, changed record 99071 from NaN to -0.1195, changed record 99261 from NaN to 
               -0.2590, changed record 99455 from NaN to -0.0690, changed record 99460 from NaN to 
               0.0700, changed record 99466 from NaN to -0.2700, changed record 99479 from NaN to 
               -0.2717, changed record 99480 from NaN to -0.2753, changed record 99494 from NaN to 
               -0.3155, changed record 99498 from NaN to -0.0900, changed record 99505 from NaN to 
               0.1020, changed record 99508 from NaN to -0.3380, changed record 99519 from NaN to 
               -0.0143, changed record 99520 from NaN to -0.1637, changed record 99533 from NaN to 
               0.0685, changed record 99540 from NaN to 0.0205, changed record 99547 from NaN to 
               0.0630, changed record 99551 from NaN to 0.0665, changed record 99574 from NaN to 
               -0.1545, changed record 99576 from NaN to -0.2360, changed record 99577 from NaN to 
               -0.0900, changed record 99667 from NaN to -0.1340, changed record 99673 from NaN to 
               -0.0925, changed record 99777 from NaN to -0.2835, changed record 99786 from NaN to 
               -0.3100, changed record 99805 from NaN to -0.2800, changed record 99810 from NaN to 
               0.0597, changed record 99811 from NaN to 0.0433, changed record 99813 from NaN to 
               -0.1235, changed record 99821 from NaN to 0.0560, changed record 99825 from NaN to 
               -0.1240, changed record 99832 from NaN to -0.1110, changed record 99849 from NaN to 
               -0.1300, changed record 100035 from NaN to -0.2500, changed record 100088 from NaN 
               to -0.2490, changed record 100100 from NaN to -0.0715, changed record 100187 from 
               NaN to -0.2980, changed record 100198 from NaN to -0.2840, changed record 100204 
               from NaN to -0.0390, changed record 100361 from NaN to -0.0760, changed record 
               100367 from NaN to -0.0665, changed record 100401 from NaN to 0.1510, changed record 
               100510 from NaN to -0.2325, changed record 100621 from NaN to -0.2590, changed 
               record 100623 from NaN to -0.0760, changed record 100655 from NaN to -0.2950, 
               changed record 100659 from NaN to -0.2265, changed record 100675 from NaN to 
               -0.0830, changed record 100700 from NaN to -0.0360, changed record 100988 from NaN 
               to -0.2265, changed record 101067 from NaN to 0.1780, changed record 101316 from NaN 
               to -0.0175, changed record 101408 from NaN to -0.0545, changed record 101520 from 
               NaN to -0.1020, changed record 101656 from NaN to -0.0575, changed record 101658 
               from NaN to -0.2465, changed record 102073 from NaN to -0.1070, changed record 
               102141 from NaN to 0.0465, changed record 102168 from NaN to -0.0710, changed record 
               102184 from NaN to -0.2400, changed record 102324 from NaN to -0.0655, changed 
               record 102347 from NaN to -0.0575, changed record 102374 from NaN to -0.2670, 
               changed record 102382 from NaN to -0.3285, changed record 102390 from NaN to 
               -0.2565, changed record 102400 from NaN to -0.0685, changed record 102411 from NaN 
               to -0.1665, changed record 102415 from NaN to -0.1030, changed record 102426 from 
               NaN to -0.1425, changed record 102431 from NaN to -0.2910, changed record 102442 
               from NaN to -0.1125, changed record 102448 from NaN to -0.2457, changed record 
               102449 from NaN to -0.2445, changed record 102450 from NaN to -0.2432, changed 
               record 102501 from NaN to 0.1375, changed record 102686 from NaN to -0.2545, changed 
               record 102711 from NaN to -0.2890, changed record 102736 from NaN to -0.0415, 
               changed record 102751 from NaN to -0.2245, changed record 102936 from NaN to 0.0340, 
               changed record 102951 from NaN to -0.1015, changed record 102961 from NaN to 
               -0.2820, changed record 102971 from NaN to 0.1600, changed record 103196 from NaN to 
               -0.0445, changed record 103218 from NaN to -0.0835, changed record 103265 from NaN 
               to -0.0833, changed record 103266 from NaN to -0.1767, changed record 103274 from 
               NaN to 0.0715, changed record 103292 from NaN to -0.0730, changed record 103303 from 
               NaN to -0.0565, changed record 103306 from NaN to -0.1310, changed record 103349 
               from NaN to 0.1265, changed record 103416 from NaN to -0.0545, changed record 103490 
               from NaN to 0.1145, changed record 103495 from NaN to -0.1000, changed record 103515 
               from NaN to -0.2865, changed record 103527 from NaN to -0.2570, changed record 
               103543 from NaN to -0.2485, changed record 103547 from NaN to -0.1090, changed 
               record 103548 from NaN to 0.0320, changed record 103564 from NaN to -0.0805, changed 
               record 103578 from NaN to -0.1130, changed record 103583 from NaN to -0.0780, 
               changed record 103625 from NaN to -0.0625, changed record 103645 from NaN to 
               -0.3125, changed record 103648 from NaN to -0.2550, changed record 103651 from NaN 
               to -0.4635, changed record 103677 from NaN to -0.0410, changed record 103804 from 
               NaN to -0.2260, changed record 103807 from NaN to -0.0680, changed record 103828 
               from NaN to -0.2460, changed record 103830 from NaN to -0.2580, changed record 
               103834 from NaN to -0.0445, changed record 103850 from NaN to -0.3000, changed 
               record 103888 from NaN to -0.2715, changed record 103908 from NaN to -0.2380, 
               changed record 103917 from NaN to -0.0560, changed record 103927 from NaN to 
               -0.1290, changed record 103929 from NaN to -0.2710, changed record 103942 from NaN 
               to -0.2375, changed record 104026 from NaN to -0.3355, changed record 104044 from 
               NaN to -0.3525, changed record 104056 from NaN to -0.2440, changed record 104080 
               from NaN to 0.1400, changed record 104089 from NaN to 0.1260, changed record 104109 
               from NaN to -0.0415, changed record 104132 from NaN to 0.0860, changed record 104136 
               from NaN to 0.1275, changed record 104174 from NaN to -0.2855, changed record 104421 
               from NaN to -0.2460, changed record 104792 from NaN to -0.0640, changed record 
               104949 from NaN to -0.0545, changed record 104977 from NaN to -0.0440, changed 
               record 104981 from NaN to 0.0910, changed record 104990 from NaN to -0.2480, changed 
               record 104993 from NaN to 0.0825, changed record 105000 from NaN to 0.1655, changed 
               record 105059 from NaN to 0.0810
            03-Feb-2024: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' 
               field updated ('dataflag')
            03-Feb-2024: replaced 18 missing values in column SWE_INST_0_0_05 with estimated values 
               based on 1D interpolation of SWE_INST_0_0_05 as a function of Date using the MATLAB 
               9.912 function 'interp1' with the 'linear' (linear interpolation) method option, 
               excluding data gaps with more than 5 consecutive missing values, and flagging the 
               estimated values as 'E' ('interp_missing')
            03-Feb-2024: 18 values in 'SWE_INST_0_0_05' were updated with new values 
               ('update_data'): changed record 70096 from NaN to 262.6467, changed record 70099 
               from NaN to 258.1967, changed record 70102 from NaN to 253.2089, changed record 
               70105 from NaN to 251.4647, changed record 70106 from NaN to 250.6986, changed 
               record 70107 from NaN to 249.9325, changed record 70108 from NaN to 249.1664, 
               changed record 70109 from NaN to 248.4003, changed record 70112 from NaN to 
               248.8077, changed record 70115 from NaN to 248.0743, changed record 70118 from NaN 
               to 248.9545, changed record 70121 from NaN to 248.1232, changed record 70124 from 
               NaN to 249.7532, changed record 70125 from NaN to 250.0140, changed record 70127 
               from NaN to 251.2528, changed record 70128 from NaN to 252.2308, changed record 
               70130 from NaN to 253.9260, changed record 70131 from NaN to 254.6433
            03-Feb-2024: Q/C flagging criteria applied for column(s) SWE_INST_0_0_05, 'flags' field 
               updated ('dataflag')
            03-Feb-2024: replaced 1 missing value in column PRECIP_INST_455_0_02 with an estimated 
               value based on 1D interpolation of PRECIP_INST_455_0_02 as a function of Date using 
               the MATLAB 9.912 function 'interp1' with the 'linear' (linear interpolation) method 
               option, excluding data gaps with more than 5 consecutive missing values, and 
               flagging the estimated values as 'E' ('interp_missing')
            03-Feb-2024: 1 value in 'PRECIP_INST_455_0_02' was updated with a new value  
               ('update_data'): changed record 86222 from NaN to 756.35
            03-Feb-2024: Q/C flagging criteria applied for column(s) PRECIP_INST_455_0_02, 'flags' 
               field updated ('dataflag')
            03-Feb-2024: converted units of 'SNOWDEP_INST_0_0_05' column and 3 QA/QC flag criteria 
               parameters from m to mm ('unit_convert')
            03-Feb-2024: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' 
               field updated ('dataflag')
            03-Feb-2024: sorted rows by measurement date prior to applying drift corrections 
               ('correct_drift')
            03-Feb-2024: corrected values in column SNOWDEP_INST_0_0_05 for sensor drift over the 
               date range 01-Oct-2019 12:00:00 to 30-Sep-2021 12:00:00 by applying a constant 
               correction of 223 ('correct_drift')
            03-Feb-2024: 104956 values in 'SNOWDEP_INST_0_0_05' were updated with new values 
               ('update_data')
            03-Feb-2024: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' 
               field updated ('dataflag')
            03-Feb-2024: sorted rows by measurement date prior to applying drift corrections 
               ('correct_drift')
            03-Feb-2024: corrected values in column SWE_INST_0_0_05 for sensor drift over the date 
               range 01-Oct-2020 12:00:00 to 01-Oct-2021 12:00:00 by applying a constant correction 
               of -520 ('correct_drift')
            03-Feb-2024: 69977 values in 'SWE_INST_0_0_05' were updated with new values 
               ('update_data')
            03-Feb-2024: Q/C flagging criteria applied for column(s) SWE_INST_0_0_05, 'flags' field 
               updated ('dataflag')
            03-Feb-2024: documented flagged and missing values in columns Site, BATTERY_MEAN, 
               BATTERY_V_CHECK, SNOWDEP_INST_0_0_05, SNOWDEPTH_CHECK, SNOWDEP_QUAL, 
               SWE_INST_0_0_05, SWE_CHECK, PRECIP_INST_455_0_02, ORI_SH_AVG, PUMPVOLTS_Avg, 
               PUMPVOLTS_CHECK, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and 
               AIRTEMP_MIN_450_0_10 as data set anomalies in the metadata ('add_anomalies')
            03-Feb-2024: updated title ('newtitle')
            03-Feb-2024: updated 1 metadata fields in the Dataset section(s) ('addmeta')
            03-Feb-2024: updated title ('newtitle')
            03-Feb-2024: updated 1 metadata fields in the Dataset section(s) ('addmeta')
            03-Feb-2024: added column 'PRECIP_TOT_455_0_02' at position 13 ('addcol')
            03-Feb-2024: manually added an array of custom flags to 105120 records in column(s) 
               PRECIP_TOT_455_0_02 ('addflags')
            03-Feb-2024: locked Q/C flag criteria for column PRECIP_TOT_455_0_02 to prevent 
               automatic evaluation ('flag_locks')
            03-Feb-2024: added column 'PRECIP_ACC_455_0_02' at position 14 ('addcol')
            03-Feb-2024: copied QA/QC flags from column(s) PRECIP_TOT_455_0_02 to column(s) 
               PRECIP_ACC_455_0_02, merging copied flags with any existing flags, and set QA/QC 
               criteria for destination column(s) to 'manual' ('copyflags')
            03-Feb-2024: added column 'SNOWDEP_MED_0_0_05' at position 8 ('addcol')
            03-Feb-2024: Q/C flagging criteria applied for column(s) SNOWDEP_MED_0_0_05, 'flags' 
               field updated ('dataflag')
            03-Feb-2024: copied QA/QC flags from column(s) SNOWDEP_INST_0_0_05 to column(s) 
               SNOWDEP_MED_0_0_05, merging copied flags with any existing flags, and set QA/QC 
               criteria for destination column(s) to 'manual' ('copyflags')
            03-Feb-2024: added column 'SWE_MED_0_0_05' at position 12 ('addcol')
            03-Feb-2024: copied QA/QC flags from column(s) SWE_INST_0_0_05 to column(s) 
               SWE_MED_0_0_05, merging copied flags with any existing flags, and set QA/QC criteria 
               for destination column(s) to 'manual' ('copyflags')
            03-Feb-2024: replaced values matching '(Date > datenum('05/31/2023 12:00:00')&Date < 
               datenum('10/01/2023 00:00:00')) 
          (Date > datenum('06/09/2022 12:00:00')&Date < datenum('10/21/2022 14:00:00')) 
          (Date > datenum('05/14/2021 12:00:00')&Date < datenum('10/31/2021 12:00:00')) 
          (Date > datenum('05/20/2020 12:00:00')&Date < datenum('11/05/2020 12:00:00')) 
          (Date > datenum('05/15/2019 12:00:00')&Date < datenum('11/19/2019 12:00:00')) 
          (Date > datenum('06/01/2018 12:00:00')&Date < datenum('10/25/2018 12:00:00')) 
          (Date > datenum('06/14/2017 12:00:00')&Date < datenum('10/02/2017 12:00:00')) 
          (Date > datenum('05/04/2016 12:00:00')&Date < datenum('11/13/2016 12:00:00')) 
          (Date > datenum('07/06/2015 12:00:00')&Date < datenum('10/31/2015 12:00:00'))' in 
             column(s) SNOWDEP_INST_0_0_05 and SNOWDEP_MED_0_0_05 with 0 ('num_replace')
            03-Feb-2024: 50399 values in 'SNOWDEP_INST_0_0_05' were updated with new values 
               ('update_data')
            03-Feb-2024: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' 
               field updated ('dataflag')
            03-Feb-2024: 50399 values in 'SNOWDEP_MED_0_0_05' were updated with new values 
               ('update_data')
            03-Feb-2024: Q/C flagging criteria applied for column(s) SNOWDEP_MED_0_0_05, 'flags' 
               field updated ('dataflag')
            03-Feb-2024: replaced values matching '(Date > datenum('05/31/2023 12:00:00')&Date < 
               datenum('10/01/2023 00:00:00')) 
          (Date > datenum('06/09/2022 12:00:00')&Date < datenum('10/21/2022 14:00:00')) 
          (Date > datenum('05/14/2021 12:00:00')&Date < datenum('10/31/2021 12:00:00')) 
          (Date > datenum('05/20/2020 12:00:00')&Date < datenum('11/05/2020 12:00:00')) 
          (Date > datenum('05/15/2019 12:00:00')&Date < datenum('11/19/2019 12:00:00')) 
          (Date > datenum('06/01/2018 12:00:00')&Date < datenum('10/25/2018 12:00:00')) 
          (Date > datenum('06/14/2017 12:00:00')&Date < datenum('10/02/2017 12:00:00')) 
          (Date > datenum('05/04/2016 12:00:00')&Date < datenum('11/13/2016 12:00:00')) 
          (Date > datenum('07/06/2015 12:00:00')&Date < datenum('10/31/2015 12:00:00'))' in 
             column(s) SWE_INST_0_0_05 and SWE_MED_0_0_05 with 0 ('num_replace')
            03-Feb-2024: 50399 values in 'SWE_INST_0_0_05' were updated with new values 
               ('update_data')
            03-Feb-2024: Q/C flagging criteria applied for column(s) SWE_INST_0_0_05, 'flags' field 
               updated ('dataflag')
            03-Feb-2024: 50399 values in 'SWE_MED_0_0_05' were updated with new values 
               ('update_data')
            03-Feb-2024: Q/C flagging criteria applied for column(s) SWE_MED_0_0_05, 'flags' field 
               updated ('dataflag')
            03-Feb-2024: replaced values matching 'SNOWDEP_MED_0_0_05 < 0' in column(s) 
               SNOWDEP_MED_0_0_05 with 0 ('num_replace')
            03-Feb-2024: 1048 values in 'SNOWDEP_MED_0_0_05' were updated with new values 
               ('update_data')
            03-Feb-2024: Q/C flagging criteria applied for column(s) SNOWDEP_MED_0_0_05, 'flags' 
               field updated ('dataflag')
            03-Feb-2024: manually added 'Q' flags to 1048 records in column(s) SNOWDEP_MED_0_0_05 
               ('addflags')
            03-Feb-2024: replaced values matching 'SWE_MED_0_0_05 < 0' in column(s) SWE_MED_0_0_05 
               with 0 ('num_replace')
            03-Feb-2024: 14055 values in 'SWE_MED_0_0_05' were updated with new values 
               ('update_data')
            03-Feb-2024: Q/C flagging criteria applied for column(s) SWE_MED_0_0_05, 'flags' field 
               updated ('dataflag')
            03-Feb-2024: manually added 'Q' flags to 14055 records in column(s) SWE_MED_0_0_05 
               ('addflags')
            03-Feb-2024: deleted columns SNOWDEP_QUAL, PUMPVOLTS_Avg, ORI_SH_AVG, BATTERY_MEAN, 
               SWE_CHECK, SNOWDEPTH_CHECK, PUMPVOLTS_CHECK and BATTERY_V_CHECK from the structure 
               ('deletecols')
            03-Feb-2024: deleted column Date from the structure ('deletecols')
            03-Feb-2024: added column 'Date' at position 2 ('addcol')
            03-Feb-2024: flags for columns SNOWDEP_INST_0_0_05, SNOWDEP_MED_0_0_05, 
               SWE_INST_0_0_05, SWE_MED_0_0_05, PRECIP_INST_455_0_02, PRECIP_TOT_455_0_02, 
               PRECIP_ACC_455_0_02, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and 
               AIRTEMP_MIN_450_0_10 converted to data columns, flag codes updated in metadata 
               ('flags2cols')
            03-Feb-2024: updated 6 metadata fields in the Data section(s) ('addmeta')
            03-Feb-2024: updated 15 metadata fields in the Status, Data sections to reflect 
               attribute metadata ('updatecols')
            03-Feb-2024: parsed and formatted metadata ('listmeta')
   B. Variable Information 
      1. Variable Name: 
         column  1. Site
         column  2. Date
         column  3. LOGGERID
         column  4. PROGID
         column  5. SNOWDEP_INST_0_0_05
         column  6. Flag_SNOWDEP_INST_0_0_05
         column  7. SNOWDEP_MED_0_0_05
         column  8. Flag_SNOWDEP_MED_0_0_05
         column  9. SWE_INST_0_0_05
         column 10. Flag_SWE_INST_0_0_05
         column 11. SWE_MED_0_0_05
         column 12. Flag_SWE_MED_0_0_05
         column 13. PRECIP_INST_455_0_02
         column 14. Flag_PRECIP_INST_455_0_02
         column 15. PRECIP_TOT_455_0_02
         column 16. Flag_PRECIP_TOT_455_0_02
         column 17. PRECIP_ACC_455_0_02
         column 18. Flag_PRECIP_ACC_455_0_02
         column 19. AIRTEMP_MEAN_450_0_10
         column 20. Flag_AIRTEMP_MEAN_450_0_10
         column 21. AIRTEMP_MAX_450_0_10
         column 22. Flag_AIRTEMP_MAX_450_0_10
         column 23. AIRTEMP_MIN_450_0_10
         column 24. Flag_AIRTEMP_MIN_450_0_10
      2. Variable Definition: 
         column  1. Site code
         column  2. Round off corrected corrected serial date
         column  3. Logger ID
         column  4. Program ID of program
         column  5. Snow depth
         column  6. QA/QC flags for Snow depth (flagging criteria, where "x" is 
            SNOWDEP_INST_0_0_05: isnan(x)="M", x>4500="Q", x>5000="I", x<-5000="I", 
            SNOWDEP_QUAL<=0="I", SNOWDEP_QUAL<162&SNOWDEP_QUAL>0="Q", 
            SNOWDEP_QUAL>=300&SNOWDEP_QUAL<=600="Q", flag_daterange(Date,{"10/30/2015 
            12:00:00","11/05/2015 14:55:00"})="Q", flag_daterange(Date,{"06/03/2022 
            15:20:00","06/09/2022 13:30:00"})="I", flag_daterange(Date,{"10/20/2022 
            10:55:00","10/22/2022 05:05:00"})="Q", manual)
         column  7. 12 point running median of SNOWDEP_INST
         column  8. QA/QC flags for 12 point running median of SNOWDEP_INST (flagging criteria, 
            where "x" is SNOWDEP_MED_0_0_05: Date>=datenum("12/16/2021 
            12:00:00")&Date<=datenum("12/23/2021 12:00:00")="Q", manual)
         column  9. Snow water equivalent
         column 10. QA/QC flags for Snow water equivalent (flagging criteria, where "x" is 
            SWE_INST_0_0_05: isnan(x)="M", Date>=datenum("10/30/2015 
            12:00:00")&Date<=datenum("11/5/2015 14:00:00")="Q", Date>=datenum("11/11/2016 
            12:00:00")&Date<=datenum("11/14/2017 12:00:00")="I", Date>=datenum("09/30/2023 
            12:00:00")="I", manual)
         column 11. 12 point running median of SWE_INST
         column 12. QA/QC flags for 12 point running median of SWE_INST (flagging criteria, where 
            "x" is SWE_MED_0_0_05: manual)
         column 13. Stand alone rain gauge
         column 14. QA/QC flags for Stand alone rain gauge (flagging criteria, where "x" is 
            PRECIP_INST_455_0_02: x<0="I", x>1200="I", ORI_SH_AVG<3.5="T", 
            flag_valuechange(x,100,25,1)="R", isnan(x)="M", Date>=datenum("10/30/2015 
            12:00:00")&Date<=datenum("11/05/2015 14:00:00")="Q", Date>=datenum("12/17/2015 
            12:00:00")&Date<=datenum("01/27/2016 12:00:00")="I", Date>=datenum("02/25/2018 
            22:45:00")&Date<=datenum("02/28/2018 20:00:00")="T", Date>=datenum("02/27/2019 
            16:55:00")&Date<=datenum("10/06/2021 12:10:00")="Q", Date>=datenum("10/06/2021 
            12:15:00")&Date<=datenum("12/14/2021 00:05:00")="Q", Date>=datenum("12/14/2021 
            00:10:00")&Date<=datenum("09/31/2022 00:00:00")="Q", Date>=datenum("12/15/2022 
            11:20:00")&Date<=datenum("12/15/2022 12:25:00")="I", Date>=datenum("10/01/2022 
            00:00:00")="Q", manual)
         column 15. Increment corrected total precipitation
         column 16. QA/QC flags for Increment corrected total precipitation (flagging criteria, 
            where "x" is PRECIP_TOT_455_0_02: manual)
         column 17. Cumulative sum of total precipitation
         column 18. QA/QC flags for Cumulative sum of total precipitation (flagging criteria, where 
            "x" is PRECIP_ACC_455_0_02: manual)
         column 19. Average air temperature at 450 cm
         column 20. QA/QC flags for Average air temperature at 450 cm (flagging criteria, where "x" 
            is AIRTEMP_MEAN_450_0_10: x<=-35="I", x>50="I", x<-18="Q", x>45="Q", 
            flag_valuechange(x,6.5,6.5,1) ="V", flag_valuechange(x,8,8,1) ="I", isnan(x)="M", 
            x<FOURLO="Q", x>FOURHI="Q", Date>=datenum("10/30/2015 
            12:00:00")&Date<=datenum("11/5/2015 14:00:00")="Q", Date>=datenum("05/06/2017 
            08:00:00")&Date<=datenum("08/18/2017 20:00:00")="Q", 
            (AIRTEMP_MAX_450_0_10-AIRTEMP_MEAN_450_0_10)>1="Q",  
            (AIRTEMP_MEAN_450_0_10-AIRTEMP_MIN_450_0_10)>1="Q",  x>AIRTEMP_MAX_450_0_10="I",  
            x<AIRTEMP_MIN_450_0_10=‘I’)
         column 21. Maximum air temperature at 450 cm
         column 22. QA/QC flags for Maximum air temperature at 450 cm (flagging criteria, where "x" 
            is AIRTEMP_MAX_450_0_10: x<=-35="I", x>50="I", x<-18="Q", x>45="Q", 
            flag_valuechange(x,6.5,6.5,1) ="V", flag_valuechange(x,8,8,1) ="I", isnan(x)="M", 
            x<FOURLO="Q", x>FOURHI="Q", Date>=datenum("10/30/2015 
            12:00:00")&Date<=datenum("11/5/2015 14:00:00")="Q", Date>=datenum("05/06/2017 
            08:00:00")&Date<=datenum("08/18/2017 20:00:00")="Q")
         column 23. Minimum air temperature at 450 cm
         column 24. QA/QC flags for Minimum air temperature at 450 cm (flagging criteria, where "x" 
            is AIRTEMP_MIN_450_0_10: x<=-35="I", x>50="I", x<-18="Q", x>45="Q", 
            flag_valuechange(x,6.5,6.5,1) ="V", flag_valuechange(x,8,8,1) ="I", isnan(x)="M", 
            x<FOURLO="Q", x>FOURHI="Q", Date>=datenum("10/30/2015 
            12:00:00")&Date<=datenum("11/5/2015 14:00:00")="Q", Date>=datenum("05/06/2017 
            08:00:00")&Date<=datenum("08/18/2017 20:00:00")="Q")
      3. Units of Measurement: 
         column  1. 
         column  2. yyyy-MM-dd HH:mm:ss
         column  3. none
         column  4. none
         column  5. mm
         column  6. none
         column  7. mm
         column  8. none
         column  9. mm
         column 10. none
         column 11. mm
         column 12. none
         column 13. mm
         column 14. none
         column 15. mm
         column 16. none
         column 17. mm
         column 18. none
         column 19. deg c
         column 20. none
         column 21. deg c
         column 22. none
         column 23. deg c
         column 24. none
      4. Data Type 
         a. Storage Type: 
            column  1. string
            column  2. string
            column  3. integer
            column  4. floating-point
            column  5. floating-point
            column  6. string
            column  7. floating-point
            column  8. string
            column  9. floating-point
            column 10. string
            column 11. floating-point
            column 12. string
            column 13. floating-point
            column 14. string
            column 15. floating-point
            column 16. string
            column 17. floating-point
            column 18. string
            column 19. floating-point
            column 20. string
            column 21. floating-point
            column 22. string
            column 23. floating-point
            column 24. string
         b. Variable Codes: 
            Flag_SNOWDEP_INST_0_0_05: E = Value estimated by linear interpolation, M = missing 
               value, Q = Questionable value
            Flag_SNOWDEP_MED_0_0_05: E = Value estimated by linear interpolation, M = missing 
               value, Q = Questionable value
            Flag_SWE_INST_0_0_05: E = Value estimated by linear interpolation, M = missing value
            Flag_SWE_MED_0_0_05: E = Value estimated by linear interpolation, M = missing value, Q 
               = Questionable value
            Flag_PRECIP_INST_455_0_02: E = Value estimated by linear interpolation, M = missing 
               value, Q = Questionable value, R = Reduced volume stored in sample tank, T = For 
               methods or hardware related flags. ie. broken shield
            Flag_PRECIP_TOT_455_0_02: E = Value estimated by linear interpolation, F = unspecified, 
               J = unspecified, M = missing value, Q = Questionable value, R = Reduced volume 
               stored in sample tank
            Flag_PRECIP_ACC_455_0_02: E = Value estimated by linear interpolation, F = unspecified, 
               J = unspecified, M = missing value, Q = Questionable value, R = Reduced volume 
               stored in sample tank
            Flag_AIRTEMP_MEAN_450_0_10: M = missing value, Q = Questionable value
            Flag_AIRTEMP_MAX_450_0_10: M = missing value, Q = Questionable value
            Flag_AIRTEMP_MIN_450_0_10: M = missing value, Q = Questionable value
         c. Numeric Range: 
            column  1. (none)
            column  2. (none)
            column  3. 302 to 302
            column  4. 191 to 191
            column  5. -41 to 2740.9999
            column  6. (none)
            column  7. 0 to 2286
            column  8. (none)
            column  9. -279.212 to 638.951
            column 10. (none)
            column 11. 0 to 637.973
            column 12. (none)
            column 13. 14.94 to 781.1
            column 14. (none)
            column 15. -9.5 to 718.94
            column 16. (none)
            column 17. 0 to 238185.7301
            column 18. (none)
            column 19. -7.735 to 37.95
            column 20. (none)
            column 21. -7.707 to 38.09
            column 22. (none)
            column 23. -7.769 to 37.85
            column 24. (none)
         d. Missing Value Code: NaN
      5. Data Format 
         a. Column Type: 
            column  1. text
            column  2. text
            column  3. numerical
            column  4. numerical
            column  5. numerical
            column  6. text
            column  7. numerical
            column  8. text
            column  9. numerical
            column 10. text
            column 11. numerical
            column 12. text
            column 13. numerical
            column 14. text
            column 15. numerical
            column 16. text
            column 17. numerical
            column 18. text
            column 19. numerical
            column 20. text
            column 21. numerical
            column 22. text
            column 23. numerical
            column 24. text
         b. Number of Columns: 24
         c. Decimal Places: 
            column  1. 0
            column  2. 0
            column  3. 0
            column  4. 1
            column  5. 4
            column  6. 0
            column  7. 2
            column  8. 0
            column  9. 4
            column 10. 0
            column 11. 2
            column 12. 0
            column 13. 2
            column 14. 0
            column 15. 2
            column 16. 0
            column 17. 2
            column 18. 0
            column 19. 3
            column 20. 0
            column 21. 3
            column 22. 0
            column 23. 3
            column 24. 0
      6. Logical Variable Type: 
         column  1. nominal (none)
         column  2. datetime (none)
         column  3. nominal (discrete)
         column  4. nominal (continuous)
         column  5. data (continuous)
         column  6. coded value (none)
         column  7. data (continuous)
         column  8. coded value (none)
         column  9. data (continuous)
         column 10. coded value (none)
         column 11. data (continuous)
         column 12. coded value (none)
         column 13. data (continuous)
         column 14. coded value (none)
         column 15. data (continuous)
         column 16. coded value (none)
         column 17. data (continuous)
         column 18. coded value (none)
         column 19. data (continuous)
         column 20. coded value (none)
         column 21. data (continuous)
         column 22. coded value (none)
         column 23. data (continuous)
         column 24. coded value (none)
      7. Flagging Criteria: 
         column  1. manually-assigned flags
         column  2. none
         column  3. flag_notinarray(x,[301,302])="I";isnan(x)="M"
         column  4. flag_valuechange(x,0.1,0.1,1)="P";isnan(x)="M"
         column  5. 
            isnan(x)="M";x>4500="Q";x>5000="I";x<-5000="I";col_SNOWDEP_QUAL<=0="I";col_SNOWDEP_QUAL<
            162&col_SNOWDEP_QUAL>0="Q";col_SNOWDEP_QUAL>=300&col_SNOWDEP_QUAL<=600="Q";flag_daterang
            e(col_Date,{"10/30/2015 12:00:00","11/05/2015 
            14:55:00"})="Q";flag_daterange(col_Date,{"06/03/2022 15:20:00","06/09/2022 
            13:30:00"})="I";flag_daterange(col_Date,{"10/20/2022 10:55:00","10/22/2022 
            05:05:00"})="Q";manually-assigned flags
         column  6. none
         column  7. col_Date>=datenum("12/16/2021 12:00:00")&col_Date<=datenum("12/23/2021 
            12:00:00")="Q";manually-assigned flags
         column  8. none
         column  9. isnan(x)="M";col_Date>=datenum("10/30/2015 
            12:00:00")&col_Date<=datenum("11/5/2015 14:00:00")="Q";col_Date>=datenum("11/11/2016 
            12:00:00")&col_Date<=datenum("11/14/2017 12:00:00")="I";col_Date>=datenum("09/30/2023 
            12:00:00")="I";manually-assigned flags
         column 10. none
         column 11. manually-assigned flags
         column 12. none
         column 13. 
            x<0="I";x>1200="I";col_ORI_SH_AVG<3.5="T";flag_valuechange(x,100,25,1)="R";isnan(x)="M";
            col_Date>=datenum("10/30/2015 12:00:00")&col_Date<=datenum("11/05/2015 
            14:00:00")="Q";col_Date>=datenum("12/17/2015 12:00:00")&col_Date<=datenum("01/27/2016 
            12:00:00")="I";col_Date>=datenum("02/25/2018 22:45:00")&col_Date<=datenum("02/28/2018 
            20:00:00")="T";col_Date>=datenum("02/27/2019 16:55:00")&col_Date<=datenum("10/06/2021 
            12:10:00")="Q";col_Date>=datenum("10/06/2021 12:15:00")&col_Date<=datenum("12/14/2021 
            00:05:00")="Q";col_Date>=datenum("12/14/2021 00:10:00")&col_Date<=datenum("09/31/2022 
            00:00:00")="Q";col_Date>=datenum("12/15/2022 11:20:00")&col_Date<=datenum("12/15/2022 
            12:25:00")="I";col_Date>=datenum("10/01/2022 00:00:00")="Q";manually-assigned flags
         column 14. none
         column 15. manually-assigned flags
         column 16. none
         column 17. manually-assigned flags
         column 18. none
         column 19. x<=-35="I";x>50="I";x<-18="Q";x>45="Q";flag_valuechange(x,6.5,6.5,1) 
            ="V";flag_valuechange(x,8,8,1) 
            ="I";isnan(x)="M";x<col_FOURLO="Q";x>col_FOURHI="Q";col_Date>=datenum("10/30/2015 
            12:00:00")&col_Date<=datenum("11/5/2015 14:00:00")="Q";col_Date>=datenum("05/06/2017 
            08:00:00")&col_Date<=datenum("08/18/2017 
            20:00:00")="Q";(col_AIRTEMP_MAX_450_0_10-col_AIRTEMP_MEAN_450_0_10)>1="Q"; 
            (col_AIRTEMP_MEAN_450_0_10-col_AIRTEMP_MIN_450_0_10)>1="Q"; 
            x>col_AIRTEMP_MAX_450_0_10="I"; x<col_AIRTEMP_MIN_450_0_10=‘I’
         column 20. none
         column 21. x<=-35="I";x>50="I";x<-18="Q";x>45="Q";flag_valuechange(x,6.5,6.5,1) 
            ="V";flag_valuechange(x,8,8,1) 
            ="I";isnan(x)="M";x<col_FOURLO="Q";x>col_FOURHI="Q";col_Date>=datenum("10/30/2015 
            12:00:00")&col_Date<=datenum("11/5/2015 14:00:00")="Q";col_Date>=datenum("05/06/2017 
            08:00:00")&col_Date<=datenum("08/18/2017 20:00:00")="Q"
         column 22. none
         column 23. x<=-35="I";x>50="I";x<-18="Q";x>45="Q";flag_valuechange(x,6.5,6.5,1) 
            ="V";flag_valuechange(x,8,8,1) 
            ="I";isnan(x)="M";x<col_FOURLO="Q";x>col_FOURHI="Q";col_Date>=datenum("10/30/2015 
            12:00:00")&col_Date<=datenum("11/5/2015 14:00:00")="Q";col_Date>=datenum("05/06/2017 
            08:00:00")&col_Date<=datenum("08/18/2017 20:00:00")="Q"
         column 24. none
   C. Data Anomalies: Converted values in all columns assigned QA/QC flag(s) I (Invalid value (out 
      of range)) to NaN/empty, locking and replacing existing flags with 'M': 1859 records in 
      SNOWDEP_INST_0_0_05, 17180 records in PRECIP_INST_455_0_02. Values of 12 records in Site were 
      flagged as M (missing value) for date 03/14/2021. Values of 12 records in BATTERY_MEAN were 
      flagged as M (missing value) for date 03/14/2021. Values of 12 records in BATTERY_MEAN are 
      missing for date 03/14/2021. Values of 12 records in BATTERY_V_CHECK were flagged as M 
      (missing value) for date 03/14/2021. Values of 105120 records in BATTERY_V_CHECK are missing 
      for dates: 10/01/2020-10/01/2021. Values of 1859 records in SNOWDEP_INST_0_0_05 were flagged 
      as E (Value estimated by linear interpolation) for dates: 10/01/2020, 10/02/2020, 10/03/2020, 
      10/04/2020, 10/05/2020, 10/06/2020, 10/07/2020, 10/08/2020, 10/09/2020, 10/10/2020, 
      10/11/2020, 10/12/2020, 10/13/2020, 10/14/2020, 10/15/2020, 10/16/2020, 10/17/2020, 
      10/18/2020, 10/19/2020, 10/20/2020, 10/21/2020, 10/22/2020, 10/23/2020, 10/24/2020, 
      10/25/2020, 10/26/2020, 10/27/2020, 10/30/2020, 11/07/2020, 11/09/2020, 11/10/2020, 
      11/12/2020, 11/13/2020, 11/19/2020, 12/11/2020, 12/12/2020, 12/20/2020, 12/21/2020, 
      01/05/2021, 01/10/2021, 01/12/2021, 01/13/2021, 02/02/2021, 02/13/2021, 02/20/2021, 
      02/25/2021, 02/26/2021, 03/05/2021, 03/19/2021, 03/20/2021, 04/25/2021, 06/20/2021, 
      06/21/2021, 06/22/2021, 06/23/2021, 06/24/2021, 06/25/2021, 06/26/2021, 06/27/2021, 
      06/28/2021, 06/29/2021, 06/30/2021, 07/01/2021, 07/02/2021, 07/03/2021, 07/04/2021, 
      07/05/2021, 07/06/2021, 07/07/2021, 07/08/2021, 07/09/2021, 07/10/2021, 07/11/2021, 
      07/12/2021, 07/13/2021, 07/14/2021, 07/15/2021, 07/16/2021, 07/18/2021, 07/19/2021, 
      07/20/2021, 07/21/2021, 07/22/2021, 07/23/2021, 07/24/2021, 07/25/2021, 07/26/2021, 
      07/27/2021, 07/28/2021, 07/29/2021, 07/30/2021, 07/31/2021, 08/01/2021, 08/02/2021, 
      08/03/2021, 08/04/2021, 08/05/2021, 08/06/2021, 08/07/2021, 08/08/2021, 08/09/2021, 
      08/10/2021, 08/11/2021, 08/12/2021, 08/13/2021, 08/14/2021, 08/15/2021, 08/16/2021, 
      08/17/2021, 08/18/2021, 08/19/2021, 08/20/2021, 08/21/2021, 08/22/2021, 08/23/2021, 
      08/24/2021, 08/25/2021, 08/26/2021, 08/27/2021, 08/28/2021, 08/29/2021, 08/30/2021, 
      08/31/2021, 09/01/2021, 09/02/2021, 09/03/2021, 09/04/2021, 09/05/2021, 09/06/2021, 
      09/07/2021, 09/08/2021, 09/09/2021, 09/10/2021, 09/11/2021, 09/12/2021, 09/13/2021, 
      09/14/2021, 09/15/2021, 09/16/2021, 09/17/2021, 09/18/2021, 09/20/2021, 09/21/2021, 
      09/22/2021, 09/23/2021, 09/24/2021, 09/25/2021, 09/26/2021, 09/27/2021, 09/28/2021, 
      09/29/2021, 09/30/2021. Values of 20 records in SNOWDEP_INST_0_0_05 were flagged as M 
      (missing value) for dates: 11/03/2020, 03/14/2021. Values of 5689 records in 
      SNOWDEP_INST_0_0_05 were flagged as Q (Questionable value) for dates: 10/01/2020, 10/02/2020, 
      10/03/2020, 10/04/2020, 10/05/2020, 10/06/2020, 10/07/2020, 10/08/2020, 10/09/2020, 
      10/10/2020, 10/11/2020, 10/12/2020, 10/13/2020, 10/14/2020, 10/15/2020, 10/16/2020, 
      10/17/2020, 10/18/2020, 10/18/2020-10/19/2020, 10/20/2020, 10/21/2020, 10/22/2020, 
      10/23/2020, 10/24/2020, 10/25/2020, 10/26/2020, 10/27/2020, 11/03/2020, 11/06/2020, 
      11/07/2020, 11/08/2020, 11/09/2020, 11/10/2020, 11/11/2020, 11/12/2020, 11/13/2020, 
      11/14/2020, 11/16/2020, 11/18/2020, 11/19/2020, 11/21/2020, 11/22/2020, 11/24/2020, 
      11/25/2020, 11/26/2020, 11/27/2020, 11/28/2020, 11/30/2020, 12/01/2020, 12/02/2020, 
      12/03/2020, 12/09/2020, 12/10/2020, 12/11/2020, 12/11/2020-12/12/2020, 12/13/2020, 
      12/14/2020, 12/15/2020, 12/16/2020, 12/17/2020, 12/18/2020, 12/19/2020, 12/20/2020, 
      12/21/2020, 12/24/2020, 12/25/2020, 12/26/2020, 12/30/2020, 12/31/2020, 01/01/2021, 
      01/02/2021, 01/04/2021, 01/04/2021-01/05/2021, 01/06/2021, 01/08/2021, 01/09/2021, 
      01/11/2021, 01/12/2021, 01/13/2021, 01/24/2021, 01/25/2021, 01/26/2021, 01/29/2021, 
      01/30/2021, 01/31/2021, 02/01/2021, 02/03/2021, 02/04/2021, 02/05/2021, 
      02/05/2021-02/06/2021, 02/07/2021, 02/08/2021, 02/09/2021, 02/10/2021, 02/11/2021, 
      02/12/2021, 02/13/2021, 02/14/2021, 02/15/2021, 02/16/2021, 02/17/2021, 02/18/2021, 
      02/19/2021, 02/20/2021, 02/21/2021, 02/22/2021, 02/23/2021, 02/24/2021, 02/25/2021, 
      02/26/2021, 02/27/2021, 02/28/2021, 03/01/2021, 03/02/2021, 03/03/2021, 03/05/2021, 
      03/06/2021, 03/07/2021, 03/09/2021, 03/10/2021, 03/11/2021, 03/14/2021, 03/15/2021, 
      03/16/2021, 03/17/2021, 03/18/2021, 03/19/2021, 03/21/2021, 03/22/2021, 03/23/2021, 
      03/24/2021, 03/25/2021, 03/26/2021, 03/27/2021, 03/28/2021, 03/29/2021, 04/03/2021, 
      04/04/2021, 04/08/2021, 04/10/2021, 04/24/2021, 04/25/2021, 04/26/2021, 05/01/2021, 
      05/02/2021, 05/07/2021, 05/09/2021, 05/11/2021, 05/19/2021, 05/20/2021, 05/25/2021, 
      06/20/2021, 06/21/2021, 06/22/2021, 06/23/2021, 06/24/2021, 06/25/2021, 06/26/2021, 
      06/27/2021, 06/28/2021, 06/29/2021, 06/30/2021, 07/01/2021, 07/02/2021, 07/03/2021, 
      07/04/2021, 07/05/2021, 07/06/2021, 07/07/2021, 07/08/2021, 07/09/2021, 07/10/2021, 
      07/11/2021, 07/12/2021, 07/13/2021, 07/14/2021, 07/15/2021, 07/16/2021, 07/17/2021, 
      07/18/2021, 07/19/2021, 07/20/2021, 07/21/2021, 07/22/2021, 07/23/2021, 07/24/2021, 
      07/25/2021, 07/26/2021, 07/27/2021, 07/28/2021, 07/29/2021, 07/30/2021, 07/31/2021, 
      08/01/2021, 08/02/2021, 08/03/2021, 08/04/2021, 08/05/2021, 08/06/2021, 08/07/2021, 
      08/08/2021, 08/09/2021, 08/10/2021, 08/11/2021, 08/12/2021, 08/13/2021, 08/14/2021, 
      08/15/2021, 08/16/2021, 08/17/2021, 08/18/2021, 08/19/2021, 08/20/2021, 08/21/2021, 
      08/22/2021, 08/23/2021, 08/24/2021, 08/25/2021, 08/26/2021, 08/27/2021, 08/28/2021, 
      08/29/2021, 08/30/2021, 08/31/2021, 09/01/2021, 09/02/2021, 09/03/2021, 09/04/2021, 
      09/05/2021, 09/06/2021, 09/07/2021, 09/08/2021, 09/09/2021, 09/10/2021, 09/11/2021, 
      09/12/2021, 09/13/2021, 09/14/2021, 09/15/2021, 09/16/2021, 09/17/2021, 09/18/2021, 
      09/19/2021, 09/20/2021, 09/21/2021, 09/22/2021, 09/23/2021, 09/24/2021, 09/25/2021, 
      09/26/2021, 09/27/2021, 09/28/2021, 09/28/2021-09/29/2021, 09/30/2021. Values of 20 records 
      in SNOWDEP_INST_0_0_05 are missing for dates: 11/03/2020, 03/14/2021. Values of 12 records in 
      SNOWDEPTH_CHECK were flagged as M (missing value) for date 03/14/2021. Values of 105120 
      records in SNOWDEPTH_CHECK are missing for dates: 10/01/2020-10/01/2021. Values of 12 records 
      in SNOWDEP_QUAL were flagged as M (missing value) for date 03/14/2021. Values of 12 records 
      in SNOWDEP_QUAL are missing for date 03/14/2021. Values of 18 records in SWE_INST_0_0_05 were 
      flagged as E (Value estimated by linear interpolation) for date 06/01/2021. Values of 35000 
      records in SWE_INST_0_0_05 were flagged as M (missing value) for dates: 03/14/2021, 
      06/01/2021-10/01/2021. Values of 35000 records in SWE_INST_0_0_05 are missing for dates: 
      03/14/2021, 06/01/2021-10/01/2021. Values of 12 records in SWE_CHECK were flagged as M 
      (missing value) for date 03/14/2021. Values of 105120 records in SWE_CHECK are missing for 
      dates: 10/01/2020-10/01/2021. The value of one record in PRECIP_INST_455_0_02 was flagged as 
      E (Value estimated by linear interpolation) for date 07/27/2021. Values of 17191 records in 
      PRECIP_INST_455_0_02 were flagged as M (missing value) for dates: 03/14/2021, 
      08/02/2021-10/01/2021. Values of 47084 records in PRECIP_INST_455_0_02 were flagged as Q 
      (Questionable value) for dates: 10/01/2020-10/02/2020, 10/02/2020-10/03/2020, 
      10/03/2020-10/04/2020, 10/04/2020-10/05/2020, 10/05/2020-10/06/2020, 10/06/2020-10/08/2020, 
      10/08/2020-10/09/2020, 10/10/2020, 10/10/2020-10/11/2020, 10/12/2020, 10/12/2020-10/13/2020, 
      10/13/2020-10/15/2020, 10/15/2020-10/16/2020, 10/16/2020-10/17/2020, 10/17/2020-10/19/2020, 
      10/19/2020-10/20/2020, 10/20/2020-10/26/2020, 10/26/2020-10/27/2020, 10/27/2020-10/28/2020, 
      10/28/2020-10/29/2020, 10/29/2020-10/30/2020, 10/31/2020, 10/31/2020-11/01/2020, 
      11/01/2020-11/05/2020, 11/05/2020-11/06/2020, 11/08/2020, 11/09/2020, 11/11/2020, 11/12/2020, 
      11/16/2020, 11/16/2020-11/17/2020, 11/20/2020, 11/21/2020, 11/22/2020, 11/24/2020, 
      11/26/2020, 11/27/2020, 11/28/2020, 11/29/2020, 12/01/2020, 12/02/2020, 12/03/2020, 
      12/04/2020, 12/05/2020, 12/06/2020, 12/07/2020-12/09/2020, 12/10/2020, 12/12/2020, 
      12/18/2020, 12/19/2020, 12/20/2020-12/21/2020, 12/23/2020, 12/24/2020-12/25/2020, 12/27/2020, 
      12/28/2020, 12/29/2020, 01/01/2021, 01/03/2021, 01/05/2021, 01/07/2021, 01/09/2021, 
      01/10/2021, 01/11/2021, 01/12/2021-01/13/2021, 01/14/2021-01/15/2021, 01/16/2021-01/17/2021, 
      01/18/2021, 01/19/2021, 01/20/2021, 01/21/2021, 01/22/2021, 01/23/2021, 01/28/2021, 
      01/29/2021, 01/31/2021, 02/01/2021, 02/04/2021, 02/08/2021, 02/09/2021, 02/10/2021, 
      02/17/2021, 02/24/2021, 02/28/2021, 03/01/2021, 03/02/2021, 03/03/2021, 03/04/2021, 
      03/05/2021, 03/06/2021, 03/07/2021, 03/08/2021, 03/09/2021, 03/10/2021, 03/11/2021, 
      03/12/2021, 03/13/2021, 03/14/2021, 03/15/2021, 03/16/2021, 03/17/2021, 
      03/17/2021-03/18/2021, 03/19/2021, 03/21/2021, 03/23/2021, 03/25/2021, 03/26/2021, 
      03/27/2021, 03/28/2021, 03/29/2021, 03/30/2021, 03/31/2021-04/01/2021, 04/02/2021, 
      04/03/2021, 04/04/2021, 04/05/2021, 04/06/2021, 04/07/2021, 04/08/2021, 04/09/2021, 
      04/10/2021, 04/11/2021, 04/12/2021, 04/13/2021, 04/14/2021, 04/15/2021-04/18/2021, 
      04/18/2021-04/20/2021, 04/20/2021-04/21/2021, 04/21/2021-04/22/2021, 04/23/2021, 04/24/2021, 
      04/25/2021, 04/26/2021, 04/27/2021, 04/28/2021-05/01/2021, 05/02/2021, 05/03/2021-05/05/2021, 
      05/05/2021-05/06/2021, 05/07/2021, 05/08/2021, 05/09/2021, 05/10/2021-05/11/2021, 
      05/11/2021-05/13/2021, 05/13/2021-05/14/2021, 05/14/2021-05/18/2021, 05/19/2021, 05/20/2021, 
      05/21/2021, 05/22/2021-05/23/2021, 05/23/2021-05/25/2021, 05/26/2021, 05/26/2021-05/27/2021, 
      05/28/2021-05/31/2021, 05/31/2021-06/01/2021, 06/01/2021-06/02/2021, 06/02/2021-06/04/2021, 
      06/04/2021-06/05/2021, 06/06/2021-06/07/2021, 06/08/2021, 06/09/2021-06/10/2021, 
      06/10/2021-06/11/2021, 06/12/2021, 06/12/2021-06/13/2021, 06/13/2021-06/17/2021, 
      06/17/2021-06/22/2021, 06/23/2021, 06/23/2021-06/24/2021, 06/24/2021-06/25/2021, 
      06/25/2021-06/26/2021, 06/26/2021-06/27/2021, 06/27/2021-06/28/2021, 06/28/2021-06/29/2021, 
      06/29/2021-07/01/2021, 07/01/2021-07/02/2021, 07/02/2021-07/03/2021, 07/03/2021-07/04/2021, 
      07/04/2021-07/07/2021, 07/07/2021-07/09/2021, 07/09/2021-07/10/2021, 07/10/2021-07/18/2021, 
      07/18/2021-07/19/2021, 07/19/2021-07/21/2021, 07/21/2021-07/22/2021, 07/22/2021-07/23/2021, 
      07/23/2021-07/24/2021, 07/24/2021-07/26/2021, 07/26/2021-07/27/2021, 07/27/2021-07/28/2021, 
      07/28/2021-07/29/2021, 07/29/2021-08/01/2021, 08/01/2021-08/02/2021. Values of 690 records in 
      PRECIP_INST_455_0_02 were flagged as R (Reduced volume stored in sample tank) for dates: 
      10/02/2020, 10/03/2020, 10/04/2020, 10/05/2020, 10/06/2020, 10/08/2020, 10/09/2020, 
      10/10/2020, 10/11/2020, 10/12/2020, 10/13/2020, 10/15/2020, 10/16/2020, 10/17/2020, 
      10/19/2020, 10/20/2020, 10/26/2020, 10/27/2020, 10/28/2020, 10/29/2020, 10/30/2020, 
      10/31/2020, 11/01/2020, 11/05/2020, 11/12/2020, 12/02/2020, 01/23/2021, 04/18/2021, 
      05/05/2021, 05/06/2021, 05/13/2021, 05/14/2021, 05/26/2021, 05/27/2021, 05/31/2021, 
      06/01/2021, 06/02/2021, 06/04/2021, 06/10/2021, 06/11/2021, 06/12/2021, 06/13/2021, 
      06/17/2021, 06/22/2021, 06/23/2021, 06/24/2021, 06/25/2021, 06/26/2021, 06/27/2021, 
      06/28/2021, 06/29/2021, 07/01/2021, 07/02/2021, 07/03/2021, 07/04/2021, 07/07/2021, 
      07/09/2021, 07/10/2021, 07/18/2021, 07/19/2021, 07/21/2021, 07/22/2021, 07/23/2021, 
      07/24/2021, 07/26/2021, 07/27/2021, 07/28/2021, 07/29/2021, 08/01/2021, 08/02/2021. Values of 
      40154 records in PRECIP_INST_455_0_02 were flagged as T (For methods or hardware related 
      flags. ie. broken shield) for dates: 10/30/2020-10/31/2020, 11/06/2020, 
      11/06/2020-11/08/2020, 11/08/2020-11/09/2020, 11/09/2020-11/11/2020, 11/11/2020-11/12/2020, 
      11/12/2020-11/16/2020, 11/17/2020-11/20/2020, 11/20/2020-11/21/2020, 11/21/2020-11/22/2020, 
      11/22/2020-11/24/2020, 11/24/2020-11/26/2020, 11/26/2020-11/27/2020, 11/27/2020-11/28/2020, 
      11/28/2020-11/29/2020, 11/29/2020-12/01/2020, 12/01/2020-12/02/2020, 12/02/2020-12/03/2020, 
      12/03/2020-12/04/2020, 12/05/2020, 12/05/2020-12/06/2020, 12/06/2020-12/07/2020, 12/09/2020, 
      12/09/2020-12/10/2020, 12/10/2020-12/12/2020, 12/12/2020-12/18/2020, 12/18/2020-12/19/2020, 
      12/19/2020-12/20/2020, 12/21/2020-12/23/2020, 12/23/2020-12/24/2020, 12/25/2020-12/27/2020, 
      12/27/2020-12/28/2020, 12/28/2020-12/29/2020, 12/29/2020-01/01/2021, 01/01/2021-01/03/2021, 
      01/03/2021-01/05/2021, 01/05/2021-01/07/2021, 01/07/2021-01/09/2021, 01/09/2021-01/10/2021, 
      01/10/2021-01/11/2021, 01/11/2021-01/12/2021, 01/13/2021, 01/13/2021-01/14/2021, 
      01/15/2021-01/16/2021, 01/17/2021, 01/17/2021-01/18/2021, 01/18/2021-01/19/2021, 
      01/19/2021-01/20/2021, 01/20/2021-01/21/2021, 01/21/2021-01/22/2021, 01/22/2021-01/23/2021, 
      01/23/2021-01/28/2021, 01/28/2021-01/29/2021, 01/29/2021-01/31/2021, 01/31/2021-02/01/2021, 
      02/01/2021-02/04/2021, 02/04/2021-02/08/2021, 02/08/2021-02/09/2021, 02/09/2021-02/10/2021, 
      02/10/2021-02/17/2021, 02/17/2021-02/24/2021, 02/24/2021-02/28/2021, 02/28/2021-03/01/2021, 
      03/01/2021-03/02/2021, 03/02/2021-03/03/2021, 03/03/2021-03/04/2021, 03/04/2021-03/05/2021, 
      03/05/2021-03/06/2021, 03/06/2021-03/07/2021, 03/07/2021-03/08/2021, 03/08/2021-03/09/2021, 
      03/09/2021-03/10/2021, 03/10/2021-03/11/2021, 03/11/2021-03/12/2021, 03/12/2021-03/13/2021, 
      03/13/2021-03/14/2021, 03/14/2021-03/15/2021, 03/15/2021-03/16/2021, 03/16/2021-03/17/2021, 
      03/18/2021, 03/18/2021-03/19/2021, 03/19/2021-03/21/2021, 03/21/2021-03/23/2021, 
      03/23/2021-03/25/2021, 03/25/2021-03/26/2021, 03/26/2021-03/27/2021, 03/27/2021-03/28/2021, 
      03/28/2021-03/29/2021, 03/29/2021-03/30/2021, 03/30/2021-03/31/2021, 04/01/2021-04/02/2021, 
      04/02/2021-04/03/2021, 04/03/2021-04/04/2021, 04/04/2021-04/05/2021, 04/05/2021-04/06/2021, 
      04/06/2021-04/07/2021, 04/07/2021-04/08/2021, 04/08/2021-04/09/2021, 04/09/2021-04/10/2021, 
      04/10/2021-04/11/2021, 04/11/2021-04/12/2021, 04/12/2021-04/13/2021, 04/13/2021-04/14/2021, 
      04/14/2021-04/15/2021, 04/20/2021, 04/21/2021, 04/22/2021, 04/22/2021-04/23/2021, 
      04/23/2021-04/24/2021, 04/24/2021-04/25/2021, 04/25/2021-04/26/2021, 04/26/2021-04/27/2021, 
      04/27/2021-04/28/2021, 05/01/2021-05/02/2021, 05/02/2021-05/03/2021, 05/06/2021-05/07/2021, 
      05/07/2021-05/08/2021, 05/08/2021-05/09/2021, 05/09/2021-05/10/2021, 05/11/2021, 05/18/2021, 
      05/18/2021-05/19/2021, 05/19/2021-05/20/2021, 05/20/2021-05/21/2021, 05/21/2021-05/22/2021, 
      05/23/2021, 05/25/2021-05/26/2021, 05/27/2021-05/28/2021, 06/05/2021-06/06/2021, 06/07/2021, 
      06/07/2021-06/08/2021, 06/08/2021-06/09/2021, 06/10/2021. Values of 17191 records in 
      PRECIP_INST_455_0_02 are missing for dates: 03/14/2021, 08/02/2021-10/01/2021. Values of 
      17190 records in ORI_SH_AVG were flagged as M (missing value) for dates: 03/14/2021, 
      08/02/2021-10/01/2021. Values of 40154 records in ORI_SH_AVG were flagged as T (For methods 
      or hardware related flags. ie. broken shield) for dates: 10/30/2020-10/31/2020, 11/06/2020, 
      11/06/2020-11/08/2020, 11/08/2020-11/09/2020, 11/09/2020-11/11/2020, 11/11/2020-11/12/2020, 
      11/12/2020-11/16/2020, 11/17/2020-11/20/2020, 11/20/2020-11/21/2020, 11/21/2020-11/22/2020, 
      11/22/2020-11/24/2020, 11/24/2020-11/26/2020, 11/26/2020-11/27/2020, 11/27/2020-11/28/2020, 
      11/28/2020-11/29/2020, 11/29/2020-12/01/2020, 12/01/2020-12/02/2020, 12/02/2020-12/03/2020, 
      12/03/2020-12/04/2020, 12/05/2020, 12/05/2020-12/06/2020, 12/06/2020-12/07/2020, 12/09/2020, 
      12/09/2020-12/10/2020, 12/10/2020-12/12/2020, 12/12/2020-12/18/2020, 12/18/2020-12/19/2020, 
      12/19/2020-12/20/2020, 12/21/2020-12/23/2020, 12/23/2020-12/24/2020, 12/25/2020-12/27/2020, 
      12/27/2020-12/28/2020, 12/28/2020-12/29/2020, 12/29/2020-01/01/2021, 01/01/2021-01/03/2021, 
      01/03/2021-01/05/2021, 01/05/2021-01/07/2021, 01/07/2021-01/09/2021, 01/09/2021-01/10/2021, 
      01/10/2021-01/11/2021, 01/11/2021-01/12/2021, 01/13/2021, 01/13/2021-01/14/2021, 
      01/15/2021-01/16/2021, 01/17/2021, 01/17/2021-01/18/2021, 01/18/2021-01/19/2021, 
      01/19/2021-01/20/2021, 01/20/2021-01/21/2021, 01/21/2021-01/22/2021, 01/22/2021-01/23/2021, 
      01/23/2021-01/28/2021, 01/28/2021-01/29/2021, 01/29/2021-01/31/2021, 01/31/2021-02/01/2021, 
      02/01/2021-02/04/2021, 02/04/2021-02/08/2021, 02/08/2021-02/09/2021, 02/09/2021-02/10/2021, 
      02/10/2021-02/17/2021, 02/17/2021-02/24/2021, 02/24/2021-02/28/2021, 02/28/2021-03/01/2021, 
      03/01/2021-03/02/2021, 03/02/2021-03/03/2021, 03/03/2021-03/04/2021, 03/04/2021-03/05/2021, 
      03/05/2021-03/06/2021, 03/06/2021-03/07/2021, 03/07/2021-03/08/2021, 03/08/2021-03/09/2021, 
      03/09/2021-03/10/2021, 03/10/2021-03/11/2021, 03/11/2021-03/12/2021, 03/12/2021-03/13/2021, 
      03/13/2021-03/14/2021, 03/14/2021-03/15/2021, 03/15/2021-03/16/2021, 03/16/2021-03/17/2021, 
      03/18/2021, 03/18/2021-03/19/2021, 03/19/2021-03/21/2021, 03/21/2021-03/23/2021, 
      03/23/2021-03/25/2021, 03/25/2021-03/26/2021, 03/26/2021-03/27/2021, 03/27/2021-03/28/2021, 
      03/28/2021-03/29/2021, 03/29/2021-03/30/2021, 03/30/2021-03/31/2021, 04/01/2021-04/02/2021, 
      04/02/2021-04/03/2021, 04/03/2021-04/04/2021, 04/04/2021-04/05/2021, 04/05/2021-04/06/2021, 
      04/06/2021-04/07/2021, 04/07/2021-04/08/2021, 04/08/2021-04/09/2021, 04/09/2021-04/10/2021, 
      04/10/2021-04/11/2021, 04/11/2021-04/12/2021, 04/12/2021-04/13/2021, 04/13/2021-04/14/2021, 
      04/14/2021-04/15/2021, 04/20/2021, 04/21/2021, 04/22/2021, 04/22/2021-04/23/2021, 
      04/23/2021-04/24/2021, 04/24/2021-04/25/2021, 04/25/2021-04/26/2021, 04/26/2021-04/27/2021, 
      04/27/2021-04/28/2021, 05/01/2021-05/02/2021, 05/02/2021-05/03/2021, 05/06/2021-05/07/2021, 
      05/07/2021-05/08/2021, 05/08/2021-05/09/2021, 05/09/2021-05/10/2021, 05/11/2021, 05/18/2021, 
      05/18/2021-05/19/2021, 05/19/2021-05/20/2021, 05/20/2021-05/21/2021, 05/21/2021-05/22/2021, 
      05/23/2021, 05/25/2021-05/26/2021, 05/27/2021-05/28/2021, 06/05/2021-06/06/2021, 06/07/2021, 
      06/07/2021-06/08/2021, 06/08/2021-06/09/2021, 06/10/2021. Values of 17190 records in 
      ORI_SH_AVG are missing for dates: 03/14/2021, 08/02/2021-10/01/2021. Values of 12 records in 
      PUMPVOLTS_Avg were flagged as M (missing value) for date 03/14/2021. Values of 12 records in 
      PUMPVOLTS_Avg are missing for date 03/14/2021. Values of 12 records in PUMPVOLTS_CHECK were 
      flagged as M (missing value) for date 03/14/2021. Values of 105120 records in PUMPVOLTS_CHECK 
      are missing for dates: 10/01/2020-10/01/2021. Values of 12 records in AIRTEMP_MEAN_450_0_10 
      were flagged as M (missing value) for date 03/14/2021. Values of 215 records in 
      AIRTEMP_MEAN_450_0_10 were flagged as Q (Questionable value) for dates: 11/16/2020, 
      11/16/2020-11/17/2020, 11/22/2020, 11/29/2020, 12/02/2020, 12/23/2020, 01/07/2021, 
      02/03/2021, 02/09/2021, 02/17/2021, 02/28/2021, 03/01/2021, 03/03/2021, 03/04/2021, 
      03/05/2021, 03/07/2021, 03/08/2021, 03/09/2021, 03/11/2021, 03/12/2021, 03/16/2021, 
      03/19/2021, 03/23/2021, 03/26/2021, 03/27/2021, 03/31/2021, 04/01/2021, 04/02/2021, 
      04/05/2021, 04/06/2021, 04/07/2021, 04/09/2021, 04/17/2021, 04/18/2021, 04/27/2021, 
      05/04/2021, 05/10/2021, 05/14/2021, 05/15/2021, 05/16/2021, 05/18/2021, 06/04/2021, 
      06/09/2021, 06/10/2021, 06/24/2021, 06/27/2021, 06/28/2021, 07/10/2021, 07/12/2021, 
      07/14/2021, 07/22/2021, 08/02/2021, 08/06/2021, 08/07/2021, 08/08/2021, 08/18/2021, 
      08/26/2021, 08/30/2021, 09/12/2021. Values of 12 records in AIRTEMP_MEAN_450_0_10 are missing 
      for date 03/14/2021. Values of 12 records in AIRTEMP_MAX_450_0_10 were flagged as M (missing 
      value) for date 03/14/2021. Values of 85 records in AIRTEMP_MAX_450_0_10 were flagged as Q 
      (Questionable value) for dates: 06/27/2021, 06/28/2021. Values of 12 records in 
      AIRTEMP_MAX_450_0_10 are missing for date 03/14/2021. Values of 12 records in 
      AIRTEMP_MIN_450_0_10 were flagged as M (missing value) for date 03/14/2021. Values of 59 
      records in AIRTEMP_MIN_450_0_10 were flagged as Q (Questionable value) for dates: 06/27/2021, 
      06/28/2021. Values of 12 records in AIRTEMP_MIN_450_0_10 are missing for date 03/14/2021.
V. Supplemental Descriptors 
   A. Data Acquisition 
      1. Data Forms: 
      2. Form Location: 
      3. Data Entry Validation: 
   B. Quality Assurance/Quality Control Procedures: 
   C. Supplemental Materials: 
   D. Computer Programs: 
   E. Archival Practices: 
   F. Publications: 
   G. History of Data Set Usage 
      1. Data Request History: 
      2. Data Set Update History: 
      3. Review History: 
      4. Questions and Comments from Users: Vara power supply replaced the week of Oct 10, 2015. 
         New batteries and jumpers added by JM and SW.