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-2019 to 
      01-Oct-2020
   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_2020.csv
      2. Size: 105408 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 
               '2019-10-01 00:05:00.0' AND '2020-10-01 00:00:00.0'
 ORDER BY TmStamp ASC  (105376 
               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 44 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 (105408 
               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 
               SWE_INST_0_0_05 changed from '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';manual' 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 
               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': 4732 
               records in SNOWDEP_INST_0_0_05 ('nullflags')
            03-Feb-2024: sorted by column Date(ascending) ('sortdata')
            03-Feb-2024: replaced 3128 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: 3128 values in 'SNOWDEP_INST_0_0_05' were updated with new values 
               ('update_data'): changed record 2292 from NaN to -0.2360, changed record 2409 from 
               NaN to -0.2386, changed record 2410 from NaN to -0.2352, changed record 2411 from 
               NaN to -0.2318, changed record 2412 from NaN to -0.2284, changed record 15877 from 
               NaN to -0.1830, changed record 16010 from NaN to -0.1320, changed record 16058 from 
               NaN to -0.0570, changed record 16192 from NaN to -0.0345, changed record 16222 from 
               NaN to -0.0120, changed record 21015 from NaN to -0.2010, changed record 21084 from 
               NaN to -0.1755, changed record 21086 from NaN to -0.1566, changed record 21087 from 
               NaN to -0.1562, changed record 21088 from NaN to -0.1558, changed record 21089 from 
               NaN to -0.1554, changed record 21098 from NaN to -0.1677, changed record 21099 from 
               NaN to -0.1543, changed record 21102 from NaN to -0.1346, changed record 21103 from 
               NaN to -0.1342, changed record 21104 from NaN to -0.1338, changed record 21105 from 
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               NaN to -0.7135, changed record 78429 from NaN to -0.5467, changed record 78430 from 
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               NaN to -0.2950, changed record 78927 from NaN to -0.2020, changed record 78931 from 
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               NaN to -0.0395, changed record 97851 from NaN to -0.2420, changed record 97853 from 
               NaN to -0.2407, changed record 97854 from NaN to -0.2353, changed record 97857 from 
               NaN to -0.2575, changed record 97862 from NaN to 0.0110, changed record 97864 from 
               NaN to 0.1790, changed record 97867 from NaN to 0.0535, changed record 97879 from 
               NaN to -0.1810, changed record 97893 from NaN to 0.0040, changed record 97917 from 
               NaN to -0.2220, changed record 97948 from NaN to 0.2115, changed record 97954 from 
               NaN to 0.1965, changed record 97963 from NaN to 0.0175, changed record 97972 from 
               NaN to -0.0135, changed record 98001 from NaN to -0.2930, changed record 98002 from 
               NaN to -0.0490, changed record 98042 from NaN to 0.0075, changed record 98054 from 
               NaN to -0.2370, changed record 98070 from NaN to 0.2575, changed record 98073 from 
               NaN to -0.2227, changed record 98074 from NaN to -0.2133, changed record 98101 from 
               NaN to -0.1695, changed record 98105 from NaN to 0.0185, changed record 98115 from 
               NaN to -0.2515, changed record 98124 from NaN to -0.2790, changed record 98134 from 
               NaN to -0.2500, changed record 98145 from NaN to 0.0350, changed record 98300 from 
               NaN to 0.2395, changed record 98308 from NaN to -0.1740, changed record 98322 from 
               NaN to 0.2290, changed record 98326 from NaN to -0.0365, changed record 98333 from 
               NaN to -0.0180, changed record 98342 from NaN to 0.0080, changed record 98344 from 
               NaN to -0.3475, changed record 98359 from NaN to 0.0000, changed record 98365 from 
               NaN to -0.0737, changed record 98366 from NaN to 0.0857, changed record 98368 from 
               NaN to 0.0520, changed record 98372 from NaN to -0.0360, changed record 98387 from 
               NaN to 0.1637, changed record 98388 from NaN to 0.1733, changed record 98390 from 
               NaN to -0.0160, changed record 98396 from NaN to -0.2360, changed record 98400 from 
               NaN to -0.3530, changed record 98404 from NaN to -0.2095, changed record 98409 from 
               NaN to -0.1923, changed record 98410 from NaN to -0.1137, changed record 98412 from 
               NaN to -0.1485, changed record 98414 from NaN to -0.3344, changed record 98415 from 
               NaN to -0.4068, changed record 98416 from NaN to -0.4792, changed record 98417 from 
               NaN to -0.5516, changed record 98421 from NaN to -0.3685, changed record 98428 from 
               NaN to 0.0065, changed record 98435 from NaN to -0.2395, changed record 98437 from 
               NaN to -0.3144, changed record 98438 from NaN to -0.3778, changed record 98439 from 
               NaN to -0.4412, changed record 98440 from NaN to -0.5046, changed record 98453 from 
               NaN to -0.0145, changed record 98455 from NaN to -0.2375, changed record 98460 from 
               NaN to -0.2255, changed record 98463 from NaN to -0.0060, changed record 98466 from 
               NaN to -0.2383, changed record 98467 from NaN to -0.2467, changed record 98475 from 
               NaN to -0.1365, changed record 98483 from NaN to -0.3420, changed record 98485 from 
               NaN to -0.1955, changed record 98502 from NaN to 0.0075, changed record 98510 from 
               NaN to -0.3380, changed record 98512 from NaN to -0.0075, changed record 98514 from 
               NaN to 0.2190, changed record 98536 from NaN to 0.2055, changed record 98538 from 
               NaN to 0.1910, changed record 98556 from NaN to 0.2025, changed record 98569 from 
               NaN to -0.2245, changed record 98601 from NaN to -0.1585, changed record 98607 from 
               NaN to -0.0245, changed record 98609 from NaN to -0.0460, changed record 98611 from 
               NaN to 0.1170, changed record 98616 from NaN to -0.3130, changed record 98618 from 
               NaN to -0.1115, changed record 98629 from NaN to -0.0673, changed record 98630 from 
               NaN to 0.0473, changed record 98632 from NaN to 0.1643, changed record 98633 from 
               NaN to 0.1667, changed record 98635 from NaN to -0.0350, changed record 98637 from 
               NaN to -0.2403, changed record 98638 from NaN to -0.2417, changed record 98642 from 
               NaN to -0.0420, changed record 98646 from NaN to -0.2485, changed record 98654 from 
               NaN to -0.0045, changed record 98656 from NaN to -0.0075, changed record 98659 from 
               NaN to -0.2670, changed record 98661 from NaN to -0.3040, changed record 98662 from 
               NaN to -0.3030, changed record 98668 from NaN to -0.0090, changed record 98673 from 
               NaN to -0.2056, changed record 98674 from NaN to -0.1932, changed record 98675 from 
               NaN to -0.1808, changed record 98676 from NaN to -0.1684, changed record 98678 from 
               NaN to -0.1900, changed record 98685 from NaN to -0.3167, changed record 98686 from 
               NaN to -0.4083, changed record 98696 from NaN to -0.1705, changed record 98698 from 
               NaN to 0.1490, changed record 98701 from NaN to -0.0880, changed record 98709 from 
               NaN to -0.3495, changed record 98714 from NaN to -0.1725, changed record 98722 from 
               NaN to 0.2605, changed record 98789 from NaN to 0.2495, changed record 98833 from 
               NaN to 0.3245, changed record 98835 from NaN to 0.3150, changed record 98915 from 
               NaN to 0.1165, changed record 98945 from NaN to -0.1000, changed record 99795 from 
               NaN to -0.0035, changed record 99843 from NaN to 0.2015, changed record 99944 from 
               NaN to -0.1130, changed record 99947 from NaN to 0.2895, changed record 99963 from 
               NaN to 0.2795, changed record 100065 from NaN to 0.0775, changed record 100086 from 
               NaN to 0.0175, changed record 100227 from NaN to 0.2925, changed record 100573 from 
               NaN to 0.2795, changed record 100738 from NaN to 0.2505, changed record 100919 from 
               NaN to -0.3470, changed record 100983 from NaN to 0.1750, changed record 101094 from 
               NaN to 0.2855, changed record 101175 from NaN to 0.0440, changed record 101216 from 
               NaN to 0.2435, changed record 101412 from NaN to -0.1695, changed record 101634 from 
               NaN to 0.0450, changed record 101643 from NaN to 0.1305, changed record 101645 from 
               NaN to 0.1380, changed record 101648 from NaN to -0.4945, changed record 101654 from 
               NaN to 0.0270, changed record 101657 from NaN to 0.0555, changed record 101659 from 
               NaN to 0.0495, changed record 101684 from NaN to -0.1995, changed record 101702 from 
               NaN to -0.0835, changed record 101716 from NaN to -0.2155, changed record 101725 
               from NaN to 0.0680, changed record 101746 from NaN to 0.2687, changed record 101747 
               from NaN to 0.2663, changed record 101753 from NaN to 0.2565, changed record 101791 
               from NaN to 0.2005, changed record 101824 from NaN to -0.1685, changed record 101831 
               from NaN to -0.2070, changed record 101882 from NaN to 0.1990, changed record 101898 
               from NaN to 0.0805, changed record 101899 from NaN to 0.0080, changed record 101900 
               from NaN to -0.0645, changed record 101934 from NaN to -0.0635, changed record 
               101957 from NaN to 0.2440, changed record 101969 from NaN to 0.1920, changed record 
               102000 from NaN to -0.0780, changed record 102015 from NaN to 0.0045, changed record 
               102030 from NaN to -0.2170, changed record 102060 from NaN to 0.0065, changed record 
               102064 from NaN to 1.7180, changed record 102069 from NaN to -0.3840, changed record 
               102194 from NaN to -0.1890, changed record 102198 from NaN to -0.1475, changed 
               record 102200 from NaN to 0.2440, changed record 102221 from NaN to -0.2250, changed 
               record 102237 from NaN to -0.0595, changed record 102240 from NaN to -0.0235, 
               changed record 102249 from NaN to -0.2685, changed record 102254 from NaN to 
               -0.3410, changed record 102283 from NaN to -0.1620, changed record 102288 from NaN 
               to -0.0955, changed record 102312 from NaN to -0.0880, changed record 102317 from 
               NaN to -0.3735, changed record 102336 from NaN to -0.2403, changed record 102337 
               from NaN to -0.2407, changed record 102342 from NaN to -0.2295, changed record 
               102392 from NaN to 0.0510, changed record 102429 from NaN to -0.0175, changed record 
               102435 from NaN to 0.0360, changed record 102460 from NaN to 0.1690, changed record 
               102463 from NaN to 0.2800, changed record 102465 from NaN to 0.0275, changed record 
               102488 from NaN to -0.3815, changed record 102571 from NaN to -0.3500, changed 
               record 102580 from NaN to 0.0920, changed record 102582 from NaN to 0.0990, changed 
               record 102584 from NaN to -0.1805, changed record 102586 from NaN to -0.0525, 
               changed record 102588 from NaN to 0.1350, changed record 102596 from NaN to -0.1660, 
               changed record 102675 from NaN to -0.0300, changed record 102687 from NaN to 0.0620, 
               changed record 102688 from NaN to -0.0520, changed record 102689 from NaN to 
               -0.1660, changed record 102821 from NaN to 0.2315, changed record 102856 from NaN to 
               -0.0155, changed record 102861 from NaN to 0.1770, changed record 102870 from NaN to 
               2.0155, changed record 102875 from NaN to -0.2538, changed record 102876 from NaN to 
               -0.2856, changed record 102877 from NaN to -0.3174, changed record 102878 from NaN 
               to -0.3492, changed record 102895 from NaN to -0.0183, changed record 102896 from 
               NaN to -0.1637, changed record 102903 from NaN to -0.0280, changed record 102938 
               from NaN to -0.1895, changed record 102942 from NaN to -0.1560, changed record 
               102974 from NaN to -0.1585, changed record 103057 from NaN to 0.0350, changed record 
               103082 from NaN to -0.1570, changed record 103092 from NaN to -0.2503, changed 
               record 103093 from NaN to -0.2567, changed record 103237 from NaN to -0.1890, 
               changed record 103274 from NaN to -0.2100, changed record 103299 from NaN to 
               -0.1685, changed record 103301 from NaN to 0.0450, changed record 103332 from NaN to 
               -0.2165, changed record 103335 from NaN to 1.7100, changed record 103339 from NaN to 
               -0.1085, changed record 103351 from NaN to -0.2185, changed record 103353 from NaN 
               to 1.1187, changed record 103354 from NaN to 2.4503, changed record 103357 from NaN 
               to -0.1650, changed record 103362 from NaN to 0.1905, changed record 103371 from NaN 
               to 1.0763, changed record 103372 from NaN to 2.4427, changed record 103387 from NaN 
               to -0.4450, changed record 103390 from NaN to -0.0440, changed record 103391 from 
               NaN to -0.1380, changed record 103392 from NaN to -0.2320, changed record 103396 
               from NaN to -0.0505, changed record 103403 from NaN to -0.3660, changed record 
               103419 from NaN to -0.0125, changed record 103443 from NaN to -0.2310, changed 
               record 103448 from NaN to -0.0025, changed record 103475 from NaN to -0.3977, 
               changed record 103476 from NaN to -0.4763, changed record 103495 from NaN to 
               -0.3755, changed record 103523 from NaN to -0.1630, changed record 103525 from NaN 
               to -0.0990, changed record 103534 from NaN to 0.0530, changed record 103584 from NaN 
               to 0.0665, changed record 103685 from NaN to -0.0205, changed record 103691 from NaN 
               to -0.2270, changed record 103693 from NaN to -0.1070, changed record 103706 from 
               NaN to -0.0510, changed record 103713 from NaN to -0.1473, changed record 103714 
               from NaN to -0.1527, changed record 103724 from NaN to -0.2575, changed record 
               103726 from NaN to -0.1975, changed record 103737 from NaN to -0.3150, changed 
               record 103770 from NaN to 0.1755, changed record 103779 from NaN to -0.2105, changed 
               record 103828 from NaN to 0.1930, changed record 103850 from NaN to 0.2145, changed 
               record 103874 from NaN to 0.1850, changed record 103901 from NaN to -0.1775, changed 
               record 103907 from NaN to -0.0025, changed record 103930 from NaN to -0.0695, 
               changed record 103935 from NaN to -0.2100, changed record 103953 from NaN to 
               -0.4000, changed record 103980 from NaN to -0.0335, changed record 104076 from NaN 
               to -0.0240, changed record 104079 from NaN to -0.2110, changed record 104084 from 
               NaN to -0.2803, changed record 104085 from NaN to -0.3637, changed record 104087 
               from NaN to -0.1090, changed record 104089 from NaN to 0.2405, changed record 104098 
               from NaN to -0.1710, changed record 104100 from NaN to -0.4395, changed record 
               104102 from NaN to -0.3870, changed record 104103 from NaN to -0.4740, changed 
               record 104111 from NaN to 0.2485, changed record 104113 from NaN to 0.0730, changed 
               record 104119 from NaN to 0.2715, changed record 104131 from NaN to 0.2240, changed 
               record 104137 from NaN to 0.0400, changed record 104142 from NaN to 0.0075, changed 
               record 104149 from NaN to -0.2465, changed record 104153 from NaN to -0.5000, 
               changed record 104159 from NaN to 0.2455, changed record 104162 from NaN to -0.0375, 
               changed record 104170 from NaN to -1.9045, changed record 104185 from NaN to 0.0355, 
               changed record 104251 from NaN to -0.1290, changed record 104261 from NaN to 0.0385, 
               changed record 104266 from NaN to 0.1545, changed record 104268 from NaN to 0.1435, 
               changed record 104279 from NaN to -0.1510, changed record 104301 from NaN to 
               -0.2095, changed record 104316 from NaN to -0.3625, changed record 104326 from NaN 
               to -0.1315, changed record 104348 from NaN to 0.0220, changed record 104354 from NaN 
               to -0.1720, changed record 104364 from NaN to -0.2270, changed record 104366 from 
               NaN to -0.2245, changed record 104368 from NaN to 0.0075, changed record 104395 from 
               NaN to -0.1820, changed record 104417 from NaN to 0.2355, changed record 104437 from 
               NaN to -0.0170, changed record 104440 from NaN to -0.1410, changed record 104579 
               from NaN to 0.0505, changed record 104611 from NaN to -0.1530, changed record 104619 
               from NaN to 0.1410, changed record 104620 from NaN to 0.0110, changed record 104653 
               from NaN to 0.2510, changed record 104689 from NaN to -0.1835, changed record 104699 
               from NaN to -0.1675, changed record 104709 from NaN to -0.0475, changed record 
               104729 from NaN to -0.0350, changed record 104733 from NaN to 0.2480, changed record 
               104738 from NaN to 0.0165, changed record 104744 from NaN to -0.0140, changed record 
               104757 from NaN to -0.1485, changed record 104778 from NaN to -0.1920, changed 
               record 104797 from NaN to -0.1395, changed record 104857 from NaN to 0.2890, changed 
               record 104950 from NaN to 0.0040, changed record 104989 from NaN to -0.1925, changed 
               record 105001 from NaN to 0.2495, changed record 105034 from NaN to -0.0080, changed 
               record 105066 from NaN to -0.2275, changed record 105080 from NaN to -0.1560, 
               changed record 105084 from NaN to -0.1995, changed record 105117 from NaN to 0.0980, 
               changed record 105137 from NaN to 0.0590, changed record 105157 from NaN to -0.0880, 
               changed record 105240 from NaN to -0.1760, changed record 105245 from NaN to 
               -0.2020, changed record 105248 from NaN to 0.1520, changed record 105250 from NaN to 
               -0.0370, changed record 105281 from NaN to -0.0160, changed record 105299 from NaN 
               to -0.2315, changed record 105310 from NaN to -0.2985, changed record 105314 from 
               NaN to -0.4105, changed record 105318 from NaN to -0.2665, changed record 105322 
               from NaN to -0.1995, changed record 105341 from NaN to 0.0065, changed record 105343 
               from NaN to 0.0560, changed record 105364 from NaN to -0.1725
            03-Feb-2024: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, '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: 103617 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-2019 12:00:00 to 01-Jul-2020 12:00:00 by applying a constant correction 
               of -520 ('correct_drift')
            03-Feb-2024: 78901 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 105408 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: 52703 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: 52703 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: 52703 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: 52703 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: 1059 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 1059 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: 18392 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 18392 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")
         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")
         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: M = missing value
            Flag_SWE_MED_0_0_05: M = missing value, Q = Questionable value
            Flag_PRECIP_INST_455_0_02: 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
            Flag_AIRTEMP_MIN_450_0_10: M = missing value
         c. Numeric Range: 
            column  1. (none)
            column  2. (none)
            column  3. 302 to 302
            column  4. 191 to 191
            column  5. -343 to 4314.0001
            column  6. (none)
            column  7. 0 to 2727.3333
            column  8. (none)
            column  9. -276.0823 to 675.1379
            column 10. (none)
            column 11. 0 to 675.1379
            column 12. (none)
            column 13. 20.1 to 730.7
            column 14. (none)
            column 15. 0 to 675.07
            column 16. (none)
            column 17. 0 to 8075.0404
            column 18. (none)
            column 19. -9.12 to 33.82
            column 20. (none)
            column 21. -9.12 to 34.04
            column 22. (none)
            column 23. -9.14 to 33.58
            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"
         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"
         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': 4732 records in 
      SNOWDEP_INST_0_0_05. Values of 44 records in Site were flagged as M (missing value) for 
      dates: 03/08/2020, 07/07/2020. Values of 44 records in BATTERY_MEAN were flagged as M 
      (missing value) for dates: 03/08/2020, 07/07/2020. Values of 44 records in BATTERY_MEAN are 
      missing for dates: 03/08/2020, 07/07/2020. Values of 44 records in BATTERY_V_CHECK were 
      flagged as M (missing value) for dates: 03/08/2020, 07/07/2020. Values of 105408 records in 
      BATTERY_V_CHECK are missing for dates: 10/01/2019-10/01/2020. Values of 3128 records in 
      SNOWDEP_INST_0_0_05 were flagged as E (Value estimated by linear interpolation) for dates: 
      10/08/2019, 10/09/2019, 11/25/2019, 11/26/2019, 12/12/2019, 12/13/2019, 12/18/2019, 
      12/19/2019, 12/20/2019, 12/23/2019, 12/25/2019, 12/26/2019, 12/28/2019, 12/29/2019, 
      12/30/2019, 01/01/2020, 01/02/2020, 01/04/2020, 01/05/2020, 01/06/2020, 01/07/2020, 
      01/08/2020, 01/10/2020, 01/13/2020, 01/16/2020, 01/22/2020, 01/27/2020, 01/28/2020, 
      01/30/2020, 02/02/2020, 02/08/2020, 02/16/2020, 03/01/2020, 03/23/2020, 03/24/2020, 
      03/27/2020, 03/29/2020, 03/30/2020, 03/31/2020, 04/05/2020, 04/06/2020, 04/07/2020, 
      04/11/2020, 04/20/2020, 04/21/2020, 04/22/2020, 04/22/2020-04/23/2020, 04/24/2020, 
      04/25/2020, 04/26/2020, 04/27/2020, 04/28/2020, 04/29/2020, 04/30/2020, 05/02/2020, 
      05/03/2020, 05/04/2020, 05/05/2020, 05/06/2020, 05/12/2020, 05/13/2020, 05/14/2020, 
      05/17/2020, 05/21/2020, 05/30/2020, 06/06/2020, 06/09/2020, 06/10/2020, 06/11/2020, 
      06/12/2020, 06/13/2020, 06/14/2020, 06/16/2020, 06/17/2020, 06/18/2020, 06/20/2020, 
      06/21/2020, 06/22/2020, 06/24/2020, 06/25/2020, 06/26/2020, 06/27/2020, 06/28/2020, 
      06/29/2020, 06/30/2020, 07/01/2020, 07/01/2020-07/02/2020, 07/03/2020, 07/04/2020, 
      07/05/2020, 07/06/2020, 07/07/2020, 07/08/2020, 07/09/2020, 07/10/2020, 07/11/2020, 
      07/12/2020, 07/13/2020, 07/14/2020, 07/15/2020, 07/16/2020, 07/17/2020, 07/18/2020, 
      07/19/2020, 07/20/2020, 07/21/2020, 07/22/2020, 07/23/2020, 07/24/2020, 07/25/2020, 
      07/26/2020, 07/27/2020, 07/28/2020, 07/29/2020, 07/30/2020, 07/30/2020-07/31/2020, 
      08/01/2020, 08/02/2020, 08/03/2020, 08/04/2020, 08/05/2020, 08/06/2020, 08/07/2020, 
      08/08/2020, 08/09/2020, 08/10/2020, 08/11/2020, 08/12/2020, 08/13/2020, 08/14/2020, 
      08/15/2020, 08/16/2020, 08/17/2020, 08/18/2020, 08/19/2020, 08/20/2020, 08/21/2020, 
      08/22/2020, 08/23/2020, 08/24/2020, 08/25/2020, 08/26/2020, 08/27/2020, 08/28/2020, 
      08/29/2020, 08/30/2020, 08/31/2020, 09/01/2020, 09/02/2020, 09/03/2020, 09/04/2020, 
      09/05/2020, 09/06/2020, 09/07/2020, 09/08/2020, 09/11/2020, 09/12/2020, 09/13/2020, 
      09/14/2020, 09/15/2020, 09/16/2020, 09/17/2020, 09/18/2020, 09/19/2020, 09/20/2020, 
      09/21/2020, 09/22/2020, 09/23/2020, 09/23/2020-09/24/2020, 09/25/2020, 09/26/2020, 
      09/27/2020, 09/28/2020, 09/29/2020, 09/30/2020. Values of 1648 records in SNOWDEP_INST_0_0_05 
      were flagged as M (missing value) for dates: 12/13/2019, 01/06/2020, 01/06/2020-01/07/2020, 
      01/08/2020, 03/08/2020, 03/27/2020-03/28/2020, 04/06/2020, 04/07/2020, 04/20/2020, 
      04/22/2020, 04/23/2020, 04/24/2020, 04/24/2020-04/25/2020, 04/27/2020, 04/27/2020-04/28/2020, 
      04/29/2020-04/30/2020, 05/02/2020-05/03/2020, 05/04/2020, 05/06/2020, 05/12/2020, 05/13/2020, 
      05/14/2020, 05/14/2020-05/15/2020, 06/21/2020, 07/04/2020, 07/06/2020, 07/07/2020, 
      07/12/2020, 09/20/2020, 09/23/2020. Values of 4846 records in SNOWDEP_INST_0_0_05 were 
      flagged as Q (Questionable value) for dates: 10/01/2019, 10/02/2019, 10/03/2019, 10/04/2019, 
      10/05/2019, 10/06/2019, 10/07/2019, 10/08/2019, 10/08/2019-10/09/2019, 10/10/2019, 
      10/11/2019, 10/12/2019, 10/13/2019, 10/14/2019, 10/15/2019, 10/16/2019, 10/22/2019, 
      10/23/2019, 10/24/2019, 10/25/2019, 10/26/2019, 10/27/2019, 10/28/2019, 10/29/2019, 
      10/30/2019, 11/01/2019, 11/20/2019, 11/21/2019, 11/24/2019, 11/25/2019, 11/26/2019, 
      11/27/2019, 11/28/2019, 11/29/2019, 11/30/2019, 12/01/2019, 12/01/2019-12/02/2019, 
      12/05/2019, 12/06/2019, 12/07/2019, 12/08/2019, 12/09/2019, 12/11/2019, 12/12/2019, 
      12/13/2019, 12/15/2019, 12/17/2019, 12/18/2019, 12/19/2019, 12/20/2019, 12/21/2019, 
      12/23/2019, 12/24/2019, 12/25/2019, 12/26/2019, 12/27/2019, 12/28/2019, 12/29/2019, 
      12/30/2019, 01/01/2020, 01/03/2020, 01/04/2020, 01/05/2020, 01/06/2020, 01/08/2020, 
      01/09/2020, 01/10/2020, 01/11/2020, 01/12/2020, 01/13/2020, 01/14/2020, 01/15/2020, 
      01/16/2020, 01/17/2020, 01/18/2020, 01/21/2020, 01/22/2020, 01/23/2020, 01/24/2020, 
      01/25/2020, 01/26/2020, 01/27/2020, 01/28/2020, 01/29/2020, 01/30/2020, 01/31/2020, 
      02/01/2020, 02/02/2020, 02/07/2020, 02/08/2020, 02/12/2020, 02/15/2020, 02/16/2020, 
      02/29/2020, 03/01/2020, 03/03/2020, 03/06/2020, 03/07/2020, 03/08/2020, 03/09/2020, 
      03/13/2020, 03/14/2020, 03/16/2020, 03/17/2020, 03/23/2020, 03/24/2020, 03/25/2020, 
      03/26/2020, 03/27/2020, 03/28/2020, 03/29/2020, 03/30/2020, 03/31/2020, 04/01/2020, 
      04/02/2020, 04/03/2020, 04/05/2020, 04/06/2020, 04/07/2020, 04/15/2020, 04/18/2020, 
      04/19/2020, 04/20/2020, 04/21/2020, 04/22/2020, 04/23/2020, 04/24/2020, 04/25/2020, 
      04/26/2020, 04/27/2020, 04/28/2020, 04/29/2020, 04/30/2020, 05/02/2020, 05/05/2020, 
      05/06/2020, 05/11/2020, 05/12/2020, 05/13/2020, 05/14/2020, 05/15/2020, 05/17/2020, 
      05/21/2020, 05/22/2020, 05/24/2020, 06/07/2020, 06/09/2020, 06/10/2020, 06/11/2020, 
      06/13/2020, 06/14/2020, 06/16/2020, 06/21/2020, 06/25/2020, 06/28/2020, 06/29/2020, 
      06/30/2020, 07/01/2020, 07/02/2020, 07/03/2020, 07/04/2020, 07/05/2020, 07/06/2020, 
      07/07/2020, 07/08/2020, 07/09/2020, 07/10/2020, 07/11/2020, 07/12/2020, 07/13/2020, 
      07/14/2020, 07/15/2020, 07/16/2020, 07/16/2020-07/17/2020, 07/18/2020, 07/19/2020, 
      07/20/2020, 07/21/2020, 07/22/2020, 07/23/2020, 07/24/2020, 07/25/2020, 07/26/2020, 
      07/27/2020, 07/28/2020, 07/29/2020, 07/30/2020, 07/31/2020, 08/01/2020, 08/02/2020, 
      08/03/2020, 08/04/2020, 08/05/2020, 08/06/2020, 08/07/2020, 08/08/2020, 08/09/2020, 
      08/09/2020-08/10/2020, 08/11/2020, 08/12/2020, 08/13/2020, 08/14/2020, 08/15/2020, 
      08/16/2020, 08/17/2020, 08/18/2020, 08/19/2020, 08/20/2020, 08/21/2020, 08/22/2020, 
      08/23/2020, 08/24/2020, 08/25/2020, 08/26/2020, 08/27/2020, 08/28/2020, 08/29/2020, 
      08/30/2020, 08/31/2020, 09/01/2020, 09/02/2020, 09/03/2020, 09/04/2020, 
      09/04/2020-09/05/2020, 09/06/2020, 09/07/2020, 09/08/2020, 09/09/2020, 09/10/2020, 
      09/11/2020, 09/12/2020, 09/13/2020, 09/14/2020, 09/15/2020, 09/16/2020, 09/17/2020, 
      09/18/2020, 09/19/2020, 09/20/2020, 09/21/2020, 09/22/2020, 09/23/2020, 09/24/2020, 
      09/25/2020, 09/26/2020, 09/27/2020, 09/28/2020, 09/29/2020, 09/30/2020. Values of 1648 
      records in SNOWDEP_INST_0_0_05 are missing for dates: 12/13/2019, 01/06/2020, 
      01/06/2020-01/07/2020, 01/08/2020, 03/08/2020, 03/27/2020-03/28/2020, 04/06/2020, 04/07/2020, 
      04/20/2020, 04/22/2020, 04/23/2020, 04/24/2020, 04/24/2020-04/25/2020, 04/27/2020, 
      04/27/2020-04/28/2020, 04/29/2020-04/30/2020, 05/02/2020-05/03/2020, 05/04/2020, 05/06/2020, 
      05/12/2020, 05/13/2020, 05/14/2020, 05/14/2020-05/15/2020, 06/21/2020, 07/04/2020, 
      07/06/2020, 07/07/2020, 07/12/2020, 09/20/2020, 09/23/2020. Values of 44 records in 
      SNOWDEPTH_CHECK were flagged as M (missing value) for dates: 03/08/2020, 07/07/2020. Values 
      of 105408 records in SNOWDEPTH_CHECK are missing for dates: 10/01/2019-10/01/2020. Values of 
      44 records in SNOWDEP_QUAL were flagged as M (missing value) for dates: 03/08/2020, 
      07/07/2020. Values of 44 records in SNOWDEP_QUAL are missing for dates: 03/08/2020, 
      07/07/2020. Values of 44 records in SWE_INST_0_0_05 were flagged as M (missing value) for 
      dates: 03/08/2020, 07/07/2020. Values of 44 records in SWE_INST_0_0_05 are missing for dates: 
      03/08/2020, 07/07/2020. Values of 44 records in SWE_CHECK were flagged as M (missing value) 
      for dates: 03/08/2020, 07/07/2020. Values of 105408 records in SWE_CHECK are missing for 
      dates: 10/01/2019-10/01/2020. Values of 44 records in PRECIP_INST_455_0_02 were flagged as M 
      (missing value) for dates: 03/08/2020, 07/07/2020. Values of 105036 records in 
      PRECIP_INST_455_0_02 were flagged as Q (Questionable value) for dates: 10/01/2019, 
      10/02/2019-12/17/2019, 12/17/2019-12/23/2019, 12/23/2019-01/02/2020, 01/02/2020-01/18/2020, 
      01/18/2020-01/23/2020, 01/23/2020-01/30/2020, 01/30/2020-03/08/2020, 03/08/2020-03/10/2020, 
      03/10/2020-03/30/2020, 03/30/2020-04/14/2020, 04/14/2020-05/14/2020, 05/14/2020-05/18/2020, 
      05/18/2020-06/10/2020, 06/10/2020-06/14/2020, 06/14/2020-07/07/2020, 07/07/2020-07/08/2020, 
      07/08/2020-08/08/2020, 08/08/2020-08/10/2020, 08/10/2020-08/11/2020, 08/11/2020-08/12/2020, 
      08/12/2020-08/13/2020, 08/13/2020-08/14/2020, 08/14/2020-08/15/2020, 08/15/2020-08/16/2020, 
      08/16/2020-08/17/2020, 08/17/2020-08/18/2020, 08/18/2020-08/21/2020, 08/22/2020, 
      08/22/2020-08/23/2020, 08/23/2020-08/25/2020, 08/25/2020-08/29/2020, 08/29/2020-09/02/2020, 
      09/02/2020-09/03/2020, 09/03/2020-09/04/2020, 09/04/2020-09/06/2020, 09/06/2020-09/07/2020, 
      09/07/2020-10/01/2020. Values of 52 records in PRECIP_INST_455_0_02 were flagged as R 
      (Reduced volume stored in sample tank) for dates: 12/17/2019, 12/23/2019, 01/02/2020, 
      01/18/2020, 01/23/2020, 01/30/2020, 03/10/2020, 03/30/2020, 04/14/2020, 05/14/2020, 
      05/18/2020, 06/10/2020, 06/14/2020, 07/07/2020, 07/08/2020, 08/08/2020, 08/10/2020, 
      08/11/2020, 08/12/2020, 08/13/2020, 08/14/2020, 08/15/2020, 08/16/2020, 08/17/2020, 
      08/18/2020, 08/21/2020, 08/21/2020-08/22/2020, 08/23/2020, 08/25/2020, 08/29/2020, 
      09/02/2020, 09/03/2020, 09/04/2020, 09/06/2020, 09/07/2020. Values of 276 records in 
      PRECIP_INST_455_0_02 were flagged as T (For methods or hardware related flags. ie. broken 
      shield) for dates: 10/01/2019, 10/01/2019-10/02/2019. Values of 44 records in 
      PRECIP_INST_455_0_02 are missing for dates: 03/08/2020, 07/07/2020. Values of 44 records in 
      ORI_SH_AVG were flagged as M (missing value) for dates: 03/08/2020, 07/07/2020. Values of 276 
      records in ORI_SH_AVG were flagged as T (For methods or hardware related flags. ie. broken 
      shield) for dates: 10/01/2019, 10/01/2019-10/02/2019. Values of 44 records in ORI_SH_AVG are 
      missing for dates: 03/08/2020, 07/07/2020. Values of 44 records in PUMPVOLTS_Avg were flagged 
      as M (missing value) for dates: 03/08/2020, 07/07/2020. Values of 44 records in PUMPVOLTS_Avg 
      are missing for dates: 03/08/2020, 07/07/2020. Values of 44 records in PUMPVOLTS_CHECK were 
      flagged as M (missing value) for dates: 03/08/2020, 07/07/2020. Values of 105408 records in 
      PUMPVOLTS_CHECK are missing for dates: 10/01/2019-10/01/2020. Values of 44 records in 
      AIRTEMP_MEAN_450_0_10 were flagged as M (missing value) for dates: 03/08/2020, 07/07/2020. 
      Values of 83 records in AIRTEMP_MEAN_450_0_10 were flagged as Q (Questionable value) for 
      dates: 11/29/2019, 12/02/2019, 12/22/2019, 01/19/2020, 02/11/2020, 02/12/2020, 02/13/2020, 
      02/16/2020, 02/17/2020, 02/20/2020, 02/25/2020, 03/01/2020, 03/03/2020, 03/04/2020, 
      03/05/2020, 03/07/2020, 03/08/2020, 03/09/2020, 03/11/2020, 03/14/2020, 03/17/2020, 
      03/18/2020, 03/20/2020, 03/21/2020, 03/25/2020, 03/26/2020, 04/02/2020, 04/05/2020, 
      04/07/2020, 04/10/2020, 04/11/2020, 04/12/2020, 04/14/2020, 04/18/2020, 04/19/2020, 
      04/20/2020, 04/21/2020, 04/23/2020, 04/26/2020, 05/03/2020, 05/04/2020, 05/05/2020, 
      05/31/2020, 06/01/2020, 06/06/2020, 07/02/2020, 07/08/2020, 07/13/2020. Values of 44 records 
      in AIRTEMP_MEAN_450_0_10 are missing for dates: 03/08/2020, 07/07/2020. Values of 44 records 
      in AIRTEMP_MAX_450_0_10 were flagged as M (missing value) for dates: 03/08/2020, 07/07/2020. 
      Values of 44 records in AIRTEMP_MAX_450_0_10 are missing for dates: 03/08/2020, 07/07/2020. 
      Values of 44 records in AIRTEMP_MIN_450_0_10 were flagged as M (missing value) for dates: 
      03/08/2020, 07/07/2020. Values of 44 records in AIRTEMP_MIN_450_0_10 are missing for dates: 
      03/08/2020, 07/07/2020.
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.