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-2018 to 
      01-Oct-2019
   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_2019.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 
               '2018-10-01 00:05:00.0' AND '2019-10-01 00:00:00.0'
 ORDER BY TmStamp ASC  (105119 
               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 2 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 13 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 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''; ('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': 1632 
               records in SNOWDEP_INST_0_0_05, 3522 records in PRECIP_INST_455_0_02 ('nullflags')
            03-Feb-2024: sorted by column Date(ascending) ('sortdata')
            03-Feb-2024: replaced 1626 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: 1626 values in 'SNOWDEP_INST_0_0_05' were updated with new values 
               ('update_data'): changed record 15542 from NaN to -0.0735, changed record 17485 from 
               NaN to -0.0825, changed record 17502 from NaN to -0.0460, changed record 17515 from 
               NaN to -0.0375, changed record 21545 from NaN to 0.0300, changed record 22578 from 
               NaN to -0.0610, changed record 24159 from NaN to 0.0730, changed record 24171 from 
               NaN to 0.1150, changed record 27980 from NaN to 0.3355, changed record 28080 from 
               NaN to 0.4805, changed record 31868 from NaN to 0.2560, changed record 32001 from 
               NaN to 0.2930, changed record 32002 from NaN to 0.2950, changed record 32058 from 
               NaN to 0.3075, changed record 32072 from NaN to 0.3380, changed record 32073 from 
               NaN to 0.3330, changed record 32080 from NaN to 0.3345, changed record 36788 from 
               NaN to 0.3960, changed record 37592 from NaN to 0.4105, changed record 45238 from 
               NaN to 1.9995, changed record 45240 from NaN to 2.0025, changed record 45244 from 
               NaN to 1.9730, changed record 45254 from NaN to 1.9420, changed record 45260 from 
               NaN to 1.9440, changed record 45262 from NaN to 1.9460, changed record 45263 from 
               NaN to 1.9570, changed record 45265 from NaN to 1.9678, changed record 45266 from 
               NaN to 1.9675, changed record 45267 from NaN to 1.9673, changed record 45269 from 
               NaN to 1.9680, changed record 45271 from NaN to 1.9653, changed record 45272 from 
               NaN to 1.9617, changed record 45278 from NaN to 1.9505, changed record 50688 from 
               NaN to 1.6155, changed record 51319 from NaN to 1.5675, changed record 51335 from 
               NaN to 1.5670, changed record 53922 from NaN to 1.2580, changed record 54761 from 
               NaN to 1.1815, changed record 55001 from NaN to 1.3213, changed record 55002 from 
               NaN to 1.3205, changed record 55003 from NaN to 1.3198, changed record 68660 from 
               NaN to -0.2285, changed record 74809 from NaN to -0.2270, changed record 74819 from 
               NaN to -0.2240, changed record 74986 from NaN to -0.3845, changed record 74996 from 
               NaN to -0.1775, changed record 75001 from NaN to -0.2320, changed record 75007 from 
               NaN to -0.1905, changed record 75021 from NaN to -0.2353, changed record 75022 from 
               NaN to -0.2347, changed record 75028 from NaN to -0.2335, changed record 75049 from 
               NaN to -0.1970, changed record 75276 from NaN to -0.3725, changed record 75278 from 
               NaN to -0.3380, changed record 75281 from NaN to -0.1680, changed record 75298 from 
               NaN to -0.2135, changed record 75309 from NaN to -0.2910, changed record 75311 from 
               NaN to -0.1655, changed record 75313 from NaN to -0.3137, changed record 75314 from 
               NaN to -0.4013, changed record 75317 from NaN to -0.1335, changed record 75325 from 
               NaN to -0.3380, changed record 75331 from NaN to -0.1735, changed record 75349 from 
               NaN to -0.3010, changed record 75351 from NaN to -0.3680, changed record 75388 from 
               NaN to -0.0530, changed record 75487 from NaN to -0.3365, changed record 75541 from 
               NaN to -0.2210, changed record 75579 from NaN to -0.3635, changed record 75590 from 
               NaN to -0.3790, changed record 75594 from NaN to -0.3380, changed record 75618 from 
               NaN to -0.2853, changed record 75619 from NaN to -0.4217, changed record 75624 from 
               NaN to -0.3375, changed record 75637 from NaN to -0.1865, changed record 75640 from 
               NaN to -0.5590, changed record 75664 from NaN to -0.4890, changed record 75695 from 
               NaN to -0.0955, changed record 75715 from NaN to -0.0870, changed record 75722 from 
               NaN to -0.3245, changed record 75732 from NaN to -0.1470, changed record 75752 from 
               NaN to -0.0650, changed record 75843 from NaN to -0.2175, changed record 75861 from 
               NaN to -0.3930, changed record 75862 from NaN to -0.2470, changed record 75864 from 
               NaN to -0.1090, changed record 75884 from NaN to -0.3180, changed record 75897 from 
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               NaN to -0.1100, changed record 92807 from NaN to -0.3893, changed record 92808 from 
               NaN to -0.4357, changed record 92813 from NaN to 0.0055, changed record 92821 from 
               NaN to -0.1730, changed record 92844 from NaN to 0.0215, changed record 92846 from 
               NaN to -0.1250, changed record 92851 from NaN to -0.1335, changed record 92861 from 
               NaN to 0.0670, changed record 92863 from NaN to -0.1325, changed record 92868 from 
               NaN to 0.0900, changed record 92882 from NaN to -0.1390, changed record 92895 from 
               NaN to -0.1790, changed record 92904 from NaN to -0.1655, changed record 92917 from 
               NaN to -0.0003, changed record 92918 from NaN to 0.0043, changed record 92934 from 
               NaN to -0.0230, changed record 92935 from NaN to -0.0400, changed record 93051 from 
               NaN to 0.0195, changed record 93064 from NaN to 0.0105, changed record 93076 from 
               NaN to -0.1520, changed record 93122 from NaN to 0.0330, changed record 93139 from 
               NaN to 0.0385, changed record 93143 from NaN to -0.3765, changed record 93145 from 
               NaN to -0.2170, changed record 93147 from NaN to -0.1950, changed record 93151 from 
               NaN to -0.3555, changed record 93158 from NaN to -0.1975, changed record 93161 from 
               NaN to -0.3720, changed record 93169 from NaN to -0.1910, changed record 93172 from 
               NaN to -0.3165, changed record 93175 from NaN to 0.0330, changed record 93180 from 
               NaN to -0.3650, changed record 93182 from NaN to -0.1355, changed record 93184 from 
               NaN to -0.1605, changed record 93193 from NaN to -0.2170, changed record 93200 from 
               NaN to -0.0570, changed record 93222 from NaN to -0.4410, changed record 93224 from 
               NaN to -0.2180, changed record 93227 from NaN to -0.1735, changed record 93292 from 
               NaN to 0.0310, changed record 93300 from NaN to -0.3980, changed record 93321 from 
               NaN to -0.3215, changed record 93367 from NaN to 0.0350, changed record 93387 from 
               NaN to 0.0775, changed record 93423 from NaN to -0.1185, changed record 93447 from 
               NaN to -0.3365, changed record 93476 from NaN to 0.0375, changed record 93512 from 
               NaN to -0.1275, changed record 93571 from NaN to -0.4140, changed record 93589 from 
               NaN to -0.3800, changed record 93733 from NaN to -0.1400, changed record 93749 from 
               NaN to -0.0460, changed record 93763 from NaN to -0.2730, changed record 93779 from 
               NaN to 0.0360, changed record 93804 from NaN to -0.1750, changed record 93821 from 
               NaN to -0.3255, changed record 93828 from NaN to -0.4055, changed record 93831 from 
               NaN to -0.1930, changed record 93892 from NaN to -0.2665, changed record 93929 from 
               NaN to -0.1565, changed record 94002 from NaN to -0.3015, changed record 94014 from 
               NaN to -0.1540, changed record 94018 from NaN to -0.2500, changed record 94019 from 
               NaN to -0.1260, changed record 94031 from NaN to -0.3025, changed record 94033 from 
               NaN to -0.1395, changed record 94039 from NaN to 0.0165, changed record 94113 from 
               NaN to -0.2110, changed record 94120 from NaN to 0.0107, changed record 94121 from 
               NaN to -0.0197, changed record 94131 from NaN to -0.1080, changed record 94142 from 
               NaN to -0.3060, changed record 94145 from NaN to -0.0317, changed record 94146 from 
               NaN to -0.1493, changed record 94149 from NaN to -0.1205, changed record 94165 from 
               NaN to 0.0530, changed record 94166 from NaN to 0.0190, changed record 94189 from 
               NaN to -0.0755, changed record 94201 from NaN to -0.3075, changed record 94208 from 
               NaN to 0.1105, changed record 94237 from NaN to 0.1290, changed record 94239 from 
               NaN to -0.0370, changed record 94249 from NaN to -0.3057, changed record 94250 from 
               NaN to -0.3153, changed record 94254 from NaN to -0.0920, changed record 94262 from 
               NaN to -0.2055, changed record 94265 from NaN to -0.4320, changed record 94274 from 
               NaN to 0.0895, changed record 94283 from NaN to -0.1030, changed record 94287 from 
               NaN to -0.0740, changed record 94289 from NaN to -0.3040, changed record 94291 from 
               NaN to -0.2950, changed record 94351 from NaN to -0.2025, changed record 94356 from 
               NaN to -0.3055, changed record 94370 from NaN to -0.3380, changed record 94381 from 
               NaN to -0.2040, changed record 94383 from NaN to -0.3780, changed record 94399 from 
               NaN to -0.1385, changed record 94404 from NaN to -0.3340, changed record 94425 from 
               NaN to -0.1730, changed record 94436 from NaN to -0.2925, changed record 94439 from 
               NaN to -0.3087, changed record 94440 from NaN to -0.1733, changed record 94442 from 
               NaN to -0.2300, changed record 94449 from NaN to -0.1295, changed record 94541 from 
               NaN to -0.0325, changed record 94572 from NaN to -0.1640, changed record 94576 from 
               NaN to -0.3565, changed record 94586 from NaN to -0.1465, changed record 94597 from 
               NaN to -0.1350, changed record 94599 from NaN to 0.0247, changed record 94600 from 
               NaN to 0.0183, changed record 94611 from NaN to -0.1225, changed record 94623 from 
               NaN to -0.3135, changed record 94628 from NaN to -0.1850, changed record 94633 from 
               NaN to -0.1865, changed record 94646 from NaN to -0.1240, changed record 94667 from 
               NaN to -0.3700, changed record 94674 from NaN to -0.1275, changed record 94677 from 
               NaN to -0.0990, changed record 94706 from NaN to -0.1200, changed record 94716 from 
               NaN to 0.0765, changed record 94721 from NaN to -0.1475, changed record 94727 from 
               NaN to 0.0675, changed record 94729 from NaN to -0.1200, changed record 94733 from 
               NaN to -0.0795, changed record 94784 from NaN to -0.0380, changed record 94790 from 
               NaN to -0.1147, changed record 94791 from NaN to -0.0193, changed record 94904 from 
               NaN to -0.0333, changed record 94905 from NaN to -0.1597, changed record 94912 from 
               NaN to 0.0940, changed record 94973 from NaN to 0.0650, changed record 95055 from 
               NaN to -0.3265, changed record 95062 from NaN to -0.0960, changed record 95145 from 
               NaN to -0.1540, changed record 95147 from NaN to -0.1405, changed record 95166 from 
               NaN to -0.1650, changed record 95172 from NaN to -0.1210, changed record 95178 from 
               NaN to 0.0595, changed record 95202 from NaN to -0.3835, changed record 95212 from 
               NaN to -0.2375, changed record 95214 from NaN to -0.1923, changed record 95215 from 
               NaN to -0.3137, changed record 95219 from NaN to -0.3665, changed record 95229 from 
               NaN to -0.1990, changed record 95266 from NaN to -0.1505, changed record 95269 from 
               NaN to -0.1720, changed record 95278 from NaN to -0.3595, changed record 95296 from 
               NaN to -0.1230, changed record 95310 from NaN to 0.0110, changed record 95315 from 
               NaN to -0.1810, changed record 95317 from NaN to 0.0145, changed record 95320 from 
               NaN to -0.3475, changed record 95324 from NaN to -0.1410, changed record 95349 from 
               NaN to -0.3165, changed record 95382 from NaN to 0.1130, changed record 95402 from 
               NaN to -0.3825, changed record 95411 from NaN to -0.2690, changed record 95418 from 
               NaN to -0.4387, changed record 95419 from NaN to -0.4503, changed record 95423 from 
               NaN to -0.3560, changed record 95431 from NaN to -0.1800, changed record 95446 from 
               NaN to -0.2770, changed record 95448 from NaN to -0.0810, changed record 95457 from 
               NaN to -0.3180, changed record 95458 from NaN to -0.3220, changed record 95460 from 
               NaN to -0.3845, changed record 95468 from NaN to -0.3527, changed record 95469 from 
               NaN to -0.3683, changed record 95478 from NaN to -0.0860, changed record 95479 from 
               NaN to -0.2390, changed record 95483 from NaN to -0.3865, changed record 95488 from 
               NaN to -0.2430, changed record 95492 from NaN to -0.0240, changed record 95493 from 
               NaN to -0.0320, changed record 95495 from NaN to -0.2280, changed record 95502 from 
               NaN to -0.1910, changed record 95503 from NaN to -0.2930, changed record 95508 from 
               NaN to -0.0985, changed record 95514 from NaN to -0.2260, changed record 95518 from 
               NaN to -0.0815, changed record 95524 from NaN to -0.1975, changed record 95563 from 
               NaN to -0.2285, changed record 95574 from NaN to -0.1585, changed record 95590 from 
               NaN to -0.0757, changed record 95591 from NaN to -0.2093, changed record 95599 from 
               NaN to -0.2213, changed record 95600 from NaN to -0.0917, changed record 95632 from 
               NaN to -0.2310, changed record 95656 from NaN to -0.3570, changed record 95681 from 
               NaN to -0.0715, changed record 95683 from NaN to -0.2330, changed record 95690 from 
               NaN to -0.4145, changed record 95697 from NaN to -0.3995, changed record 95715 from 
               NaN to -0.0535, changed record 95740 from NaN to -0.1465, changed record 95750 from 
               NaN to -0.1650, changed record 95763 from NaN to -0.4585, changed record 95772 from 
               NaN to 0.0665, changed record 95778 from NaN to -0.1630, changed record 95784 from 
               NaN to -0.0147, changed record 95785 from NaN to 0.0347, changed record 95788 from 
               NaN to -0.2564, changed record 95789 from NaN to -0.2018, changed record 95790 from 
               NaN to -0.1472, changed record 95791 from NaN to -0.0926, changed record 95794 from 
               NaN to -0.3565, changed record 95942 from NaN to -0.3310, changed record 95981 from 
               NaN to -0.3295, changed record 96026 from NaN to -0.1350, changed record 96035 from 
               NaN to -0.1600, changed record 96039 from NaN to -0.1745, changed record 96051 from 
               NaN to -0.0140, changed record 96058 from NaN to 0.0275, changed record 96073 from 
               NaN to 0.0050, changed record 96080 from NaN to -0.2123, changed record 96081 from 
               NaN to -0.0767, changed record 96086 from NaN to -0.2000, changed record 96178 from 
               NaN to -0.0210, changed record 96218 from NaN to -0.3640, changed record 96253 from 
               NaN to 0.0130, changed record 96274 from NaN to -0.1615, changed record 96288 from 
               NaN to 0.0040, changed record 96309 from NaN to -0.2643, changed record 96310 from 
               NaN to -0.1635, changed record 96311 from NaN to -0.0628, changed record 96327 from 
               NaN to 0.0283, changed record 96328 from NaN to 0.0387, changed record 96334 from 
               NaN to -0.1635, changed record 96341 from NaN to -0.1645, changed record 96352 from 
               NaN to -0.1535, changed record 96354 from NaN to 0.0230, changed record 96362 from 
               NaN to -0.1150, changed record 96367 from NaN to 0.0205, changed record 96369 from 
               NaN to -0.1975, changed record 96374 from NaN to -0.2030, changed record 96376 from 
               NaN to -0.1265, changed record 96381 from NaN to -0.2125, changed record 96418 from 
               NaN to -0.0625, changed record 96473 from NaN to -0.2265, changed record 96579 from 
               NaN to 0.0005, changed record 96600 from NaN to -0.1615, changed record 96603 from 
               NaN to -0.0160, changed record 96608 from NaN to -0.3615, changed record 96616 from 
               NaN to -0.1280, changed record 96618 from NaN to -0.1265, changed record 96622 from 
               NaN to -0.1255, changed record 96634 from NaN to -0.1970, changed record 96642 from 
               NaN to -0.3135, changed record 96646 from NaN to -0.0005, changed record 96649 from 
               NaN to -0.2060, changed record 96659 from NaN to -0.1070, changed record 96671 from 
               NaN to -0.1740, changed record 96767 from NaN to -0.2215, changed record 96854 from 
               NaN to 0.1115, changed record 96879 from NaN to -0.3080, changed record 96889 from 
               NaN to -0.2657, changed record 96890 from NaN to -0.1703, changed record 96893 from 
               NaN to -0.1715, changed record 96897 from NaN to -0.1225, changed record 96907 from 
               NaN to -0.1645, changed record 96916 from NaN to -0.1415, changed record 96943 from 
               NaN to -0.1400, changed record 96948 from NaN to -0.1430, changed record 96974 from 
               NaN to -0.0260, changed record 96985 from NaN to -0.1690, changed record 97051 from 
               NaN to 0.0150, changed record 97156 from NaN to 0.0825, changed record 97161 from 
               NaN to 0.0330, changed record 97162 from NaN to 0.0350, changed record 97171 from 
               NaN to 0.0150, changed record 97193 from NaN to -0.3555, changed record 97226 from 
               NaN to -0.1615, changed record 97231 from NaN to -0.1615, changed record 97237 from 
               NaN to -0.1735, changed record 97250 from NaN to -0.1720, changed record 97264 from 
               NaN to -0.0205, changed record 97266 from NaN to -0.0650, changed record 97362 from 
               NaN to 0.0355, changed record 97373 from NaN to -0.1300, changed record 97475 from 
               NaN to -0.1625, changed record 97485 from NaN to -0.0150, changed record 97497 from 
               NaN to -0.3520, changed record 97499 from NaN to -0.1540, changed record 97508 from 
               NaN to 0.0260, changed record 97511 from NaN to -0.0140, changed record 97525 from 
               NaN to -0.3435, changed record 97531 from NaN to -0.2855, changed record 97539 from 
               NaN to -0.1770, changed record 97707 from NaN to -0.1540, changed record 97725 from 
               NaN to -0.1830, changed record 97727 from NaN to -0.1750, changed record 97767 from 
               NaN to -0.3850, changed record 97769 from NaN to -0.3675, changed record 97823 from 
               NaN to -0.1910, changed record 97876 from NaN to 0.0340, changed record 97974 from 
               NaN to -0.1330, changed record 97986 from NaN to -0.1055, changed record 98024 from 
               NaN to 0.0365, changed record 98037 from NaN to -0.1755, changed record 98054 from 
               NaN to -0.1550, changed record 98058 from NaN to 0.0590, changed record 98071 from 
               NaN to 0.0305, changed record 98075 from NaN to -0.3500, changed record 98077 from 
               NaN to -0.1740, changed record 98079 from NaN to 0.0175, changed record 98086 from 
               NaN to -0.2045, changed record 98092 from NaN to -0.3730, changed record 98103 from 
               NaN to 0.0205, changed record 98129 from NaN to -0.1630, changed record 98275 from 
               NaN to -0.1620, changed record 98286 from NaN to 0.0060, changed record 98321 from 
               NaN to -0.1985, changed record 98365 from NaN to 0.0110, changed record 98368 from 
               NaN to 0.0210, changed record 98481 from NaN to -0.5290, changed record 98608 from 
               NaN to -0.4850, changed record 98622 from NaN to -0.1530, changed record 98624 from 
               NaN to -0.1515, changed record 98739 from NaN to 0.0685, changed record 98911 from 
               NaN to 0.0520, changed record 98965 from NaN to -0.1195, changed record 99012 from 
               NaN to 0.0505, changed record 99123 from NaN to -0.2700, changed record 99470 from 
               NaN to 0.0705, changed record 99485 from NaN to -0.1370, changed record 99504 from 
               NaN to 0.0220, changed record 99523 from NaN to 0.0685, changed record 99526 from 
               NaN to 0.0650, changed record 99571 from NaN to -0.1400, changed record 99656 from 
               NaN to -0.1250, changed record 99721 from NaN to 0.0475, changed record 99850 from 
               NaN to 0.0190, changed record 99905 from NaN to 0.0435, changed record 99919 from 
               NaN to -0.5515, changed record 100059 from NaN to -0.3605, changed record 100076 
               from NaN to 0.0490, changed record 100087 from NaN to -0.1245, changed record 100090 
               from NaN to -0.1345, changed record 100104 from NaN to -0.1645, changed record 
               100119 from NaN to 0.0280, changed record 100256 from NaN to -0.2990, changed record 
               100259 from NaN to -0.2800, changed record 100266 from NaN to -0.2900, changed 
               record 100268 from NaN to -0.1225, changed record 100275 from NaN to -0.3420, 
               changed record 100396 from NaN to 0.0140, changed record 100630 from NaN to 0.0795, 
               changed record 100675 from NaN to -0.1295, changed record 101030 from NaN to 0.0685, 
               changed record 101192 from NaN to 0.1385, changed record 101285 from NaN to -0.0850, 
               changed record 101342 from NaN to -0.4130, changed record 101349 from NaN to 
               -0.3155, changed record 101465 from NaN to -0.1110, changed record 101521 from NaN 
               to -0.1235, changed record 101690 from NaN to -0.0630, changed record 101697 from 
               NaN to -0.2970, changed record 101706 from NaN to -0.1825, changed record 101711 
               from NaN to -0.4755, changed record 102089 from NaN to -0.0105, changed record 
               102094 from NaN to -0.1305, changed record 102115 from NaN to 0.0050, changed record 
               102138 from NaN to -0.1465, changed record 102280 from NaN to -0.1600, changed 
               record 102281 from NaN to -0.2690, changed record 102283 from NaN to -0.3940, 
               changed record 102284 from NaN to -0.4100, changed record 102289 from NaN to 
               -0.3815, changed record 102296 from NaN to -0.0567, changed record 102297 from NaN 
               to -0.1453, changed record 102309 from NaN to -0.1003, changed record 102310 from 
               NaN to -0.1437, changed record 102315 from NaN to -0.0375, changed record 102317 
               from NaN to -0.2680, changed record 102324 from NaN to -0.2795, changed record 
               102330 from NaN to -0.3813, changed record 102331 from NaN to -0.3787, changed 
               record 102333 from NaN to -0.2160, changed record 102335 from NaN to -0.2260, 
               changed record 102368 from NaN to -0.1760, changed record 102451 from NaN to 
               -0.2080, changed record 102545 from NaN to 0.0210, changed record 102599 from NaN to 
               -0.1630, changed record 102619 from NaN to -0.3880, changed record 102689 from NaN 
               to 0.0040, changed record 102691 from NaN to -0.0055, changed record 102837 from NaN 
               to -0.1123, changed record 102838 from NaN to -0.2357, changed record 102841 from 
               NaN to -0.1570, changed record 102846 from NaN to -0.1815, changed record 102879 
               from NaN to -0.2210, changed record 102882 from NaN to -0.3355, changed record 
               102885 from NaN to -0.3625, changed record 102889 from NaN to -0.1385, changed 
               record 102968 from NaN to 0.0375, changed record 102974 from NaN to -0.1375, changed 
               record 102983 from NaN to -0.3500, changed record 103229 from NaN to -0.3885, 
               changed record 103246 from NaN to -0.3220, changed record 103253 from NaN to 
               -0.3375, changed record 103257 from NaN to -0.0170, changed record 103264 from NaN 
               to 0.0515, changed record 103282 from NaN to -0.0090, changed record 103366 from NaN 
               to -0.3355, changed record 103561 from NaN to -0.2165, changed record 103594 from 
               NaN to -0.0275, changed record 103602 from NaN to -0.2550, changed record 103605 
               from NaN to -0.0530, changed record 103664 from NaN to 0.0550, changed record 103672 
               from NaN to -0.4015, changed record 103692 from NaN to -0.2420, changed record 
               103697 from NaN to -0.4220, changed record 103721 from NaN to -0.4290, changed 
               record 103726 from NaN to -0.1350, changed record 103736 from NaN to -0.1965, 
               changed record 103762 from NaN to -0.0150, changed record 103766 from NaN to 
               -0.2255, changed record 103774 from NaN to -0.2625, changed record 103797 from NaN 
               to -0.2435, changed record 103800 from NaN to -0.4005, changed record 103804 from 
               NaN to -0.3720, changed record 103807 from NaN to -0.0125, changed record 103819 
               from NaN to -0.2085, changed record 103836 from NaN to -0.1945, changed record 
               103851 from NaN to -0.1775, changed record 103854 from NaN to -0.0510, changed 
               record 103874 from NaN to -0.1250, changed record 103875 from NaN to -0.2260, 
               changed record 103882 from NaN to -0.3975, changed record 103892 from NaN to 
               -0.0650, changed record 103908 from NaN to -0.3700, changed record 103916 from NaN 
               to -0.3560, changed record 103921 from NaN to -0.3497, changed record 103922 from 
               NaN to -0.3473, changed record 103937 from NaN to -0.3397, changed record 103938 
               from NaN to -0.3463, changed record 103940 from NaN to -0.3538, changed record 
               103941 from NaN to -0.3547, changed record 103942 from NaN to -0.3555, changed 
               record 103943 from NaN to -0.3563, changed record 103944 from NaN to -0.3572, 
               changed record 103946 from NaN to -0.3515, changed record 103968 from NaN to 
               -0.2570, changed record 104034 from NaN to -0.3415, changed record 104048 from NaN 
               to -0.3430, changed record 104062 from NaN to -0.3520, changed record 104066 from 
               NaN to -0.3385, changed record 104105 from NaN to -0.1330, changed record 104111 
               from NaN to -0.1715, changed record 104130 from NaN to 0.0620
            03-Feb-2024: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' 
               field updated ('dataflag')
            03-Feb-2024: replaced 1 missing value in column SWE_INST_0_0_05 with an estimated value 
               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: 1 value in 'SWE_INST_0_0_05' was updated with a new value  
               ('update_data'): changed record 99526 from NaN to 251.3995
            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 103597 from NaN to 266.50
            03-Feb-2024: Q/C flagging criteria applied for column(s) PRECIP_INST_455_0_02, 'flags' 
               field updated ('dataflag')
            03-Feb-2024: replaced 2 missing values in column AIRTEMP_MEAN_450_0_10 with estimated 
               values based on 1D interpolation of AIRTEMP_MEAN_450_0_10 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: 2 values in 'AIRTEMP_MEAN_450_0_10' were updated with new values 
               ('update_data'): changed record 99526 from NaN to 15.610, changed record 103597 from 
               NaN to 13.900
            03-Feb-2024: Q/C flagging criteria applied for column(s) AIRTEMP_MEAN_450_0_10, '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-2018 12:00:00 to 30-Sep-2019 12:00:00 by applying a constant 
               correction of 231 ('correct_drift')
            03-Feb-2024: 104814 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-2018 to 16-May-2019 12:00:00 by applying a constant correction of -250 
               ('correct_drift')
            03-Feb-2024: 65508 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, 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 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: 46943 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: 46943 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: 46943 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: 46943 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: 3661 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 3661 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: 4308 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 4308 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’, manual)
         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, 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, R = Reduced volume stored in sample tank
            Flag_AIRTEMP_MEAN_450_0_10: E = Value estimated by linear interpolation, 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 64957
            column  5. -52 to 2743.0001
            column  6. (none)
            column  7. 0 to 2647.5
            column  8. (none)
            column  9. -28.8701 to 735.8421
            column 10. (none)
            column 11. 0 to 735.8421
            column 12. (none)
            column 13. 23.8 to 729.5
            column 14. (none)
            column 15. 0 to 556.5
            column 16. (none)
            column 17. 0 to 3339.62
            column 18. (none)
            column 19. -11.4 to 31.06
            column 20. (none)
            column 21. -11.39 to 31.57
            column 22. (none)
            column 23. -11.41 to 30.73
            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’;manually-assigned flags
         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': 1632 records in 
      SNOWDEP_INST_0_0_05, 3522 records in PRECIP_INST_455_0_02. Values of 13 records in Site were 
      flagged as M (missing value) for dates: 03/10/2019, 09/11/2019. The value of one record in 
      PROGID was flagged as P (Program ID change) for date 09/25/2019. Values of 14 records in 
      BATTERY_MEAN were flagged as M (missing value) for dates: 03/10/2019, 09/11/2019, 09/25/2019. 
      Values of 14 records in BATTERY_MEAN are missing for dates: 03/10/2019, 09/11/2019, 
      09/25/2019. Values of 13 records in BATTERY_V_CHECK were flagged as M (missing value) for 
      dates: 03/10/2019, 09/11/2019. Values of 105120 records in BATTERY_V_CHECK are missing for 
      dates: 10/01/2018-10/01/2019. Values of 1626 records in SNOWDEP_INST_0_0_05 were flagged as E 
      (Value estimated by linear interpolation) for dates: 11/23/2018, 11/30/2018, 12/14/2018, 
      12/18/2018, 12/23/2018, 01/06/2019, 01/19/2019, 01/20/2019, 02/05/2019, 02/08/2019, 
      03/07/2019, 03/26/2019, 03/28/2019, 04/06/2019, 04/09/2019, 05/27/2019, 06/17/2019, 
      06/18/2019, 06/19/2019, 06/20/2019, 06/21/2019, 06/22/2019, 06/23/2019, 06/24/2019, 
      06/25/2019, 06/26/2019, 06/27/2019, 06/28/2019, 06/29/2019, 06/30/2019, 07/01/2019, 
      07/02/2019, 07/03/2019, 07/04/2019, 07/05/2019, 07/06/2019, 07/07/2019, 07/08/2019, 
      07/09/2019, 07/10/2019, 07/11/2019, 07/12/2019, 07/13/2019, 07/14/2019, 07/15/2019, 
      07/16/2019, 07/17/2019, 07/18/2019, 07/19/2019, 07/20/2019, 07/21/2019, 07/22/2019, 
      07/23/2019, 07/24/2019, 07/25/2019, 07/26/2019, 07/27/2019, 07/28/2019, 07/29/2019, 
      07/30/2019, 07/31/2019, 08/01/2019, 08/02/2019, 08/03/2019, 08/04/2019, 08/05/2019, 
      08/06/2019, 08/07/2019, 08/08/2019, 08/09/2019, 08/10/2019, 08/11/2019, 08/12/2019, 
      08/13/2019, 08/14/2019, 08/15/2019, 08/16/2019, 08/17/2019, 08/18/2019, 08/19/2019, 
      08/20/2019, 08/21/2019, 08/22/2019, 08/23/2019, 08/24/2019, 08/25/2019, 08/26/2019, 
      08/27/2019, 08/28/2019, 08/29/2019, 08/30/2019, 08/31/2019, 09/01/2019, 09/02/2019, 
      09/03/2019, 09/04/2019, 09/05/2019, 09/06/2019, 09/07/2019, 09/08/2019, 09/09/2019, 
      09/10/2019, 09/11/2019, 09/12/2019, 09/13/2019, 09/14/2019, 09/15/2019, 09/16/2019, 
      09/17/2019, 09/18/2019, 09/19/2019, 09/20/2019, 09/21/2019, 09/22/2019, 09/23/2019, 
      09/24/2019, 09/25/2019, 09/26/2019, 09/27/2019. Values of 19 records in SNOWDEP_INST_0_0_05 
      were flagged as M (missing value) for dates: 03/10/2019, 07/10/2019. Values of 5249 records 
      in SNOWDEP_INST_0_0_05 were flagged as Q (Questionable value) for dates: 10/04/2018, 
      10/05/2018, 10/06/2018, 10/14/2018, 10/15/2018, 10/16/2018, 10/17/2018, 10/28/2018, 
      10/29/2018, 11/03/2018, 11/04/2018, 11/05/2018, 11/06/2018, 11/07/2018, 11/08/2018, 
      11/09/2018, 11/10/2018, 11/11/2018, 11/12/2018, 11/13/2018, 11/14/2018, 11/17/2018, 
      11/18/2018, 11/19/2018, 11/20/2018, 11/22/2018, 11/23/2018, 11/24/2018, 11/27/2018, 
      11/29/2018, 11/30/2018, 12/01/2018, 12/02/2018, 12/03/2018, 12/04/2018, 12/10/2018, 
      12/11/2018, 12/12/2018, 12/14/2018, 12/18/2018, 12/19/2018, 12/20/2018, 12/21/2018, 
      12/22/2018, 12/23/2018, 12/24/2018, 12/25/2018, 12/26/2018, 12/27/2018, 12/28/2018, 
      12/29/2018, 12/30/2018, 12/31/2018, 01/05/2019, 01/06/2019, 01/10/2019, 01/17/2019, 
      01/19/2019, 01/20/2019, 01/21/2019, 01/24/2019, 02/03/2019, 02/04/2019, 02/05/2019, 
      02/06/2019, 02/07/2019, 02/08/2019, 02/09/2019, 02/10/2019, 02/11/2019, 02/12/2019, 
      02/13/2019, 02/14/2019, 02/15/2019, 02/16/2019, 02/18/2019, 02/19/2019, 02/20/2019, 
      02/21/2019, 02/22/2019, 02/23/2019, 02/25/2019, 02/26/2019, 02/27/2019, 03/04/2019, 
      03/06/2019, 03/07/2019, 03/08/2019, 03/09/2019, 03/23/2019, 03/24/2019, 03/25/2019, 
      03/26/2019, 03/28/2019, 04/06/2019, 04/07/2019, 04/08/2019, 04/09/2019, 04/10/2019, 
      04/11/2019, 04/13/2019, 04/14/2019, 04/15/2019, 04/16/2019, 04/17/2019, 04/20/2019, 
      04/26/2019, 04/27/2019, 05/18/2019, 05/25/2019, 05/26/2019, 06/07/2019, 06/08/2019, 
      06/13/2019, 06/17/2019, 06/18/2019, 06/19/2019, 06/20/2019, 06/21/2019, 
      06/21/2019-06/22/2019, 06/22/2019-06/23/2019, 06/24/2019, 06/25/2019, 06/25/2019-06/26/2019, 
      06/27/2019, 06/28/2019, 06/29/2019, 06/30/2019, 07/01/2019, 07/02/2019, 07/03/2019, 
      07/04/2019, 07/05/2019, 07/06/2019, 07/07/2019, 07/08/2019, 07/09/2019, 07/10/2019, 
      07/10/2019-07/11/2019, 07/12/2019, 07/13/2019, 07/14/2019, 07/15/2019, 07/16/2019, 
      07/17/2019, 07/18/2019, 07/19/2019, 07/20/2019, 07/21/2019, 07/22/2019, 07/23/2019, 
      07/24/2019, 07/25/2019, 07/26/2019, 07/27/2019, 07/28/2019, 07/29/2019, 07/30/2019, 
      07/31/2019, 08/01/2019, 08/02/2019, 08/03/2019, 08/04/2019, 08/04/2019-08/05/2019, 
      08/06/2019, 08/07/2019, 08/08/2019, 08/09/2019, 08/10/2019, 08/11/2019, 08/12/2019, 
      08/13/2019, 08/14/2019, 08/15/2019, 08/16/2019, 08/17/2019, 08/18/2019, 08/19/2019, 
      08/20/2019, 08/21/2019, 08/21/2019-08/22/2019, 08/23/2019, 08/24/2019, 08/24/2019-08/25/2019, 
      08/26/2019, 08/27/2019, 08/28/2019, 08/29/2019, 08/30/2019, 08/31/2019, 09/01/2019, 
      09/02/2019, 09/03/2019, 09/04/2019, 09/05/2019, 09/05/2019-09/06/2019, 09/07/2019, 
      09/08/2019, 09/09/2019, 09/10/2019, 09/11/2019, 09/12/2019, 09/13/2019, 09/14/2019, 
      09/15/2019, 09/16/2019, 09/17/2019, 09/18/2019, 09/19/2019, 09/20/2019, 09/21/2019, 
      09/22/2019, 09/23/2019, 09/24/2019, 09/25/2019, 09/26/2019, 09/27/2019, 09/28/2019, 
      09/29/2019, 09/30/2019. Values of 19 records in SNOWDEP_INST_0_0_05 are missing for dates: 
      03/10/2019, 07/10/2019. Values of 13 records in SNOWDEPTH_CHECK were flagged as M (missing 
      value) for dates: 03/10/2019, 09/11/2019. Values of 105120 records in SNOWDEPTH_CHECK are 
      missing for dates: 10/01/2018-10/01/2019. Values of 13 records in SNOWDEP_QUAL were flagged 
      as M (missing value) for dates: 03/10/2019, 09/11/2019. Values of 13 records in SNOWDEP_QUAL 
      are missing for dates: 03/10/2019, 09/11/2019. The value of one record in SWE_INST_0_0_05 was 
      flagged as E (Value estimated by linear interpolation) for date 09/11/2019. Values of 12 
      records in SWE_INST_0_0_05 were flagged as M (missing value) for date 03/10/2019. Values of 
      12 records in SWE_INST_0_0_05 are missing for date 03/10/2019. Values of 13 records in 
      SWE_CHECK were flagged as M (missing value) for dates: 03/10/2019, 09/11/2019. Values of 
      105120 records in SWE_CHECK are missing for dates: 10/01/2018-10/01/2019. The value of one 
      record in PRECIP_INST_455_0_02 was flagged as E (Value estimated by linear interpolation) for 
      date 09/25/2019. Values of 3535 records in PRECIP_INST_455_0_02 were flagged as M (missing 
      value) for dates: 03/10/2019, 09/11/2019-09/23/2019. Values of 56942 records in 
      PRECIP_INST_455_0_02 were flagged as Q (Questionable value) for dates: 02/27/2019-03/10/2019, 
      03/10/2019-03/20/2019, 03/21/2019, 03/22/2019, 03/23/2019, 03/24/2019, 03/25/2019, 
      03/26/2019, 03/26/2019-04/16/2019, 04/16/2019-09/11/2019, 09/23/2019-09/25/2019, 
      09/25/2019-09/27/2019, 09/28/2019, 09/29/2019, 09/30/2019. Values of 8 records in 
      PRECIP_INST_455_0_02 were flagged as R (Reduced volume stored in sample tank) for dates: 
      11/28/2018, 12/27/2018, 01/22/2019, 02/20/2019, 04/16/2019, 09/11/2019, 09/23/2019. Values of 
      1524 records in PRECIP_INST_455_0_02 were flagged as T (For methods or hardware related 
      flags. ie. broken shield) for dates: 03/20/2019, 03/20/2019-03/21/2019, 
      03/21/2019-03/22/2019, 03/22/2019-03/23/2019, 03/23/2019-03/24/2019, 03/25/2019, 
      03/25/2019-03/26/2019, 09/27/2019, 09/27/2019-09/28/2019, 09/28/2019-09/29/2019, 
      09/29/2019-09/30/2019, 09/30/2019-10/01/2019. Values of 3535 records in PRECIP_INST_455_0_02 
      are missing for dates: 03/10/2019, 09/11/2019-09/23/2019. Values of 15 records in ORI_SH_AVG 
      were flagged as M (missing value) for dates: 03/10/2019, 09/11/2019, 09/25/2019. Values of 
      1524 records in ORI_SH_AVG were flagged as T (For methods or hardware related flags. ie. 
      broken shield) for dates: 03/20/2019, 03/20/2019-03/21/2019, 03/21/2019-03/22/2019, 
      03/22/2019-03/23/2019, 03/23/2019-03/24/2019, 03/25/2019, 03/25/2019-03/26/2019, 09/27/2019, 
      09/27/2019-09/28/2019, 09/28/2019-09/29/2019, 09/29/2019-09/30/2019, 09/30/2019-10/01/2019. 
      Values of 15 records in ORI_SH_AVG are missing for dates: 03/10/2019, 09/11/2019, 09/25/2019. 
      Values of 13 records in PUMPVOLTS_Avg were flagged as M (missing value) for dates: 
      03/10/2019, 09/11/2019. Values of 15 records in PUMPVOLTS_Avg are missing for dates: 
      03/10/2019, 09/11/2019, 09/25/2019. Values of 13 records in PUMPVOLTS_CHECK were flagged as M 
      (missing value) for dates: 03/10/2019, 09/11/2019. Values of 105120 records in 
      PUMPVOLTS_CHECK are missing for dates: 10/01/2018-10/01/2019. Values of 2 records in 
      AIRTEMP_MEAN_450_0_10 were flagged as E (Value estimated by linear interpolation) for dates: 
      09/11/2019, 09/25/2019. Values of 12 records in AIRTEMP_MEAN_450_0_10 were flagged as M 
      (missing value) for date 03/10/2019. Values of 90 records in AIRTEMP_MEAN_450_0_10 were 
      flagged as Q (Questionable value) for dates: 11/09/2018, 11/24/2018, 12/16/2018, 01/01/2019, 
      01/02/2019, 01/05/2019, 01/08/2019, 01/11/2019, 01/24/2019, 02/06/2019, 02/14/2019, 
      02/17/2019, 02/28/2019, 03/09/2019, 03/11/2019, 03/14/2019, 03/15/2019, 03/25/2019, 
      03/27/2019, 03/28/2019, 03/29/2019, 03/30/2019, 04/16/2019, 04/17/2019, 04/19/2019, 
      04/20/2019, 04/21/2019, 04/24/2019, 04/27/2019, 05/02/2019, 05/04/2019, 05/08/2019, 
      05/31/2019, 06/06/2019, 06/08/2019, 06/13/2019, 06/14/2019, 06/15/2019, 06/18/2019, 
      06/19/2019, 06/22/2019, 06/23/2019, 06/24/2019, 06/25/2019, 06/28/2019, 06/29/2019, 
      06/30/2019, 07/07/2019, 07/08/2019, 07/11/2019, 07/12/2019, 07/16/2019, 07/19/2019, 
      07/27/2019, 08/06/2019. Values of 12 records in AIRTEMP_MEAN_450_0_10 are missing for date 
      03/10/2019. Values of 14 records in AIRTEMP_MAX_450_0_10 were flagged as M (missing value) 
      for dates: 03/10/2019, 09/11/2019, 09/25/2019. Values of 14 records in AIRTEMP_MAX_450_0_10 
      are missing for dates: 03/10/2019, 09/11/2019, 09/25/2019. Values of 14 records in 
      AIRTEMP_MIN_450_0_10 were flagged as M (missing value) for dates: 03/10/2019, 09/11/2019, 
      09/25/2019. Values of 14 records in AIRTEMP_MIN_450_0_10 are missing for dates: 03/10/2019, 
      09/11/2019, 09/25/2019.
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.