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-2015 to 
      01-Oct-2016
   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: 15-Nov-2023
      2. Latest Archive Date: 
      3. Latest Metadata Update: 15-Nov-2023
      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_2016.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 
               '2015-10-01 00:05:00.0' AND '2016-10-01 00:00:00.0'
 ORDER BY TmStamp ASC  (101374 
               records)
            FINAL_AIRTEMP_QC4SIGMA_leap_ak.csv (8784 records)
         Data processing history:
            15-Nov-2023: new GCE Data Structure 1.1 created ('newstruct')
            15-Nov-2023: imported result set from SQL query on data source 'metdat' ('sql2struct')
            15-Nov-2023: 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')
            15-Nov-2023: updated 16 metadata fields in the Data, Dataset, Project, Site, Status, 
               Study, Supplement section(s) ('addmeta')
            15-Nov-2023: updated title ('newtitle')
            15-Nov-2023: Q/C flagging criteria applied, 'flags' field updated ('dataflag')
            15-Nov-2023: 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')
            15-Nov-2023: 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')
            15-Nov-2023: Data Type of column PROGID changed from 'd' to 'f'; Data Type of column 
               SNOWDEP_QUAL changed from 'f' to 'd'; ('apply_template')
            15-Nov-2023: 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')
            15-Nov-2023: 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')
            15-Nov-2023: 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')
            15-Nov-2023: 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')
            15-Nov-2023: 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')
            15-Nov-2023: added column 'Site' at position 1 ('addcol')
            15-Nov-2023: sorted by column Date(ascending) ('sortdata')
            15-Nov-2023: removed 12 row(s) with duplicate values in the column(s) Date 
               ('cleardupes')
            15-Nov-2023: inserted 4046 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')
            15-Nov-2023: sorted by column Date(ascending) ('sortdata')
            15-Nov-2023: Year, Month, Day, Hour and Minute datetime columns added after column Date 
               ('add_datepartcols')
            15-Nov-2023: sorted by columns Month(ascending), Day(ascending), Hour(ascending) 
               ('sortdata')
            15-Nov-2023: 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')
            15-Nov-2023: sorted by column Date(ascending) ('sortdata')
            15-Nov-2023: 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')
            15-Nov-2023: updated 16 metadata fields in the Data, Dataset, Project, Site, Status, 
               Study, Supplement section(s) ('addmeta')
            15-Nov-2023: updated title ('newtitle')
            15-Nov-2023: Q/C flagging criteria applied, 'flags' field updated ('dataflag')
            15-Nov-2023: 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''; ('apply_template')
            15-Nov-2023: deleted columns Month, Day, Hour, Year, Minute, RecNum, MEAN, STD, MIN, 
               MAX, FOURLO, FOURHI and MEDIAN from the structure ('deletecols')
            15-Nov-2023: 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': 3295 
               records in SNOWDEP_INST_0_0_05, 11809 records in PRECIP_INST_455_0_02 ('nullflags')
            15-Nov-2023: sorted by column Date(ascending) ('sortdata')
            15-Nov-2023: replaced 3313 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')
            15-Nov-2023: 3313 values in 'SNOWDEP_INST_0_0_05' were updated with new values 
               ('update_data'): changed record 9909 from NaN to -0.2325, changed record 9915 from 
               NaN to -0.2225, changed record 9918 from NaN to -0.2230, changed record 9920 from 
               NaN to -0.2355, changed record 9952 from NaN to -0.2265, changed record 9958 from 
               NaN to -0.2236, changed record 9959 from NaN to -0.2232, changed record 9960 from 
               NaN to -0.2228, changed record 9961 from NaN to -0.2224, changed record 10250 from 
               NaN to -0.2150, changed record 10251 from NaN to -0.2150, changed record 11145 from 
               NaN to -0.2535, changed record 11148 from NaN to -0.2267, changed record 11149 from 
               NaN to -0.2133, changed record 11151 from NaN to -0.2155, changed record 11156 from 
               NaN to -0.2050, changed record 11157 from NaN to -0.2080, changed record 11158 from 
               NaN to -0.2110, changed record 11159 from NaN to -0.2140, changed record 11160 from 
               NaN to -0.2170, changed record 11167 from NaN to -0.1945, changed record 11184 from 
               NaN to -0.1705, changed record 11199 from NaN to -0.1322, changed record 11200 from 
               NaN to -0.1345, changed record 11201 from NaN to -0.1367, changed record 11648 from 
               NaN to -0.2440, changed record 11649 from NaN to -0.2220, changed record 12810 from 
               NaN to -0.2156, changed record 12811 from NaN to -0.2162, changed record 12812 from 
               NaN to -0.2168, changed record 12813 from NaN to -0.2174, changed record 13125 from 
               NaN to -0.1385, changed record 13162 from NaN to -0.1570, changed record 13399 from 
               NaN to -0.0530, changed record 13400 from NaN to -0.0520, changed record 13429 from 
               NaN to -0.0575, changed record 13440 from NaN to 0.0030, changed record 13726 from 
               NaN to -0.1335, changed record 13747 from NaN to -0.1330, changed record 13770 from 
               NaN to -0.1540, changed record 13771 from NaN to -0.1540, changed record 13961 from 
               NaN to -0.1770, changed record 14361 from NaN to -0.2270, changed record 14363 from 
               NaN to -0.2520, changed record 14383 from NaN to -0.2553, changed record 14384 from 
               NaN to -0.2597, changed record 14401 from NaN to -0.2000, changed record 14419 from 
               NaN to -0.2045, changed record 14425 from NaN to -0.1995, changed record 15571 from 
               NaN to -0.1880, changed record 15599 from NaN to -0.1290, changed record 18810 from 
               NaN to 0.0680, changed record 19433 from NaN to -0.1025, changed record 19435 from 
               NaN to -0.0910, changed record 20268 from NaN to -0.2235, changed record 20368 from 
               NaN to -0.1540, changed record 20395 from NaN to -0.1800, changed record 20407 from 
               NaN to -0.1190, changed record 20778 from NaN to 0.0845, changed record 20838 from 
               NaN to 0.1120, changed record 21287 from NaN to 0.6830, changed record 22561 from 
               NaN to 0.4920, changed record 22576 from NaN to 0.5040, changed record 22582 from 
               NaN to 0.4800, changed record 22588 from NaN to 0.4660, changed record 23116 from 
               NaN to 0.6200, changed record 23122 from NaN to 0.6385, changed record 24070 from 
               NaN to 1.3530, changed record 24071 from NaN to 1.3560, changed record 24072 from 
               NaN to 1.3590, changed record 30420 from NaN to 1.0510, changed record 31974 from 
               NaN to 1.2445, changed record 34751 from NaN to 0.9585, changed record 35486 from 
               NaN to 1.2515, changed record 39124 from NaN to 0.9615, changed record 40287 from 
               NaN to 0.9130, changed record 40537 from NaN to 1.1680, changed record 47026 from 
               NaN to 0.8570, changed record 47069 from NaN to 0.9295, changed record 47072 from 
               NaN to 0.9205, changed record 47185 from NaN to 1.0200, changed record 47420 from 
               NaN to 1.0885, changed record 47432 from NaN to 1.1110, changed record 47508 from 
               NaN to 1.2380, changed record 47599 from NaN to 1.3825, changed record 47775 from 
               NaN to 1.6305, changed record 50208 from NaN to 1.3930, changed record 51477 from 
               NaN to 1.3455, changed record 53663 from NaN to 1.0495, changed record 56542 from 
               NaN to 0.6043, changed record 56543 from NaN to 0.6107, changed record 56582 from 
               NaN to 0.6235, changed record 56594 from NaN to 0.6895, changed record 56596 from 
               NaN to 0.7110, changed record 56612 from NaN to 0.7790, changed record 72908 from 
               NaN to -0.2245, changed record 73090 from NaN to -0.2285, changed record 73184 from 
               NaN to -0.2230, changed record 73203 from NaN to -0.3305, changed record 73218 from 
               NaN to -0.2217, changed record 73219 from NaN to -0.2193, changed record 73704 from 
               NaN to -0.2240, changed record 74146 from NaN to -0.1720, changed record 74168 from 
               NaN to -0.2175, changed record 74185 from NaN to -0.2170, changed record 74195 from 
               NaN to -0.3160, changed record 74424 from NaN to -0.3485, changed record 74438 from 
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               NaN to -0.1593, changed record 99485 from NaN to 0.2880, changed record 99491 from 
               NaN to 0.1010, changed record 99493 from NaN to 0.0435, changed record 99502 from 
               NaN to 0.0945, changed record 99507 from NaN to 0.2840, changed record 99510 from 
               NaN to -0.0585, changed record 99513 from NaN to -0.2053, changed record 99514 from 
               NaN to -0.1637, changed record 99521 from NaN to -0.0050, changed record 99523 from 
               NaN to -0.1663, changed record 99524 from NaN to -0.2257, changed record 99530 from 
               NaN to 0.1785, changed record 99534 from NaN to -0.2384, changed record 99535 from 
               NaN to -0.1528, changed record 99536 from NaN to -0.0672, changed record 99537 from 
               NaN to 0.0184, changed record 99550 from NaN to 0.2120, changed record 99552 from 
               NaN to 0.1615, changed record 99554 from NaN to 0.0490, changed record 99555 from 
               NaN to 0.0730, changed record 99562 from NaN to -0.0665, changed record 99576 from 
               NaN to -0.1650, changed record 99587 from NaN to 0.0010, changed record 99590 from 
               NaN to -0.2220, changed record 99592 from NaN to -0.2175, changed record 99594 from 
               NaN to -0.1893, changed record 99595 from NaN to -0.0757, changed record 99598 from 
               NaN to -0.2790, changed record 99606 from NaN to -0.1227, changed record 99607 from 
               NaN to 0.0727, changed record 99624 from NaN to -0.1795, changed record 99626 from 
               NaN to -0.2505, changed record 99628 from NaN to -0.1455, changed record 99631 from 
               NaN to 0.0305, changed record 99636 from NaN to -0.1690, changed record 99674 from 
               NaN to -0.0950, changed record 99676 from NaN to -0.3143, changed record 99677 from 
               NaN to -0.3317, changed record 99731 from NaN to -0.2210, changed record 99745 from 
               NaN to 0.0640, changed record 99747 from NaN to 0.0060, changed record 99749 from 
               NaN to 0.0930, changed record 99754 from NaN to -0.1040, changed record 99756 from 
               NaN to -0.0405, changed record 99767 from NaN to 0.1017, changed record 99768 from 
               NaN to -0.0717, changed record 99773 from NaN to -0.2790, changed record 99776 from 
               NaN to -0.0975, changed record 99777 from NaN to -0.0360, changed record 99778 from 
               NaN to 0.0255, changed record 99783 from NaN to -0.1000, changed record 99789 from 
               NaN to -0.2220, changed record 99796 from NaN to -0.2695, changed record 99804 from 
               NaN to 0.0120, changed record 99805 from NaN to 0.1460, changed record 99808 from 
               NaN to 0.0420, changed record 99809 from NaN to -0.0220, changed record 99813 from 
               NaN to -0.1523, changed record 99814 from NaN to -0.1527, changed record 99824 from 
               NaN to -0.1010, changed record 99831 from NaN to 0.2875, changed record 99839 from 
               NaN to 0.0760, changed record 99843 from NaN to -0.1830, changed record 99844 from 
               NaN to -0.2400, changed record 99845 from NaN to -0.2970, changed record 99846 from 
               NaN to -0.3540, changed record 99852 from NaN to -0.0665, changed record 99858 from 
               NaN to -0.0710, changed record 99862 from NaN to -0.1655, changed record 99887 from 
               NaN to -0.1065, changed record 99894 from NaN to 0.2775, changed record 99906 from 
               NaN to 0.1065, changed record 99914 from NaN to 0.2990, changed record 99927 from 
               NaN to 0.2270, changed record 99930 from NaN to -0.1170, changed record 99938 from 
               NaN to -0.2565, changed record 99951 from NaN to 0.1420, changed record 99980 from 
               NaN to -0.0505, changed record 99990 from NaN to -0.1190, changed record 100001 from 
               NaN to 0.0100, changed record 100009 from NaN to 0.2785, changed record 100015 from 
               NaN to 0.1000, changed record 100038 from NaN to -0.1920, changed record 100054 from 
               NaN to -0.1860, changed record 100063 from NaN to 0.1135, changed record 100067 from 
               NaN to -0.1655, changed record 100073 from NaN to -0.0650, changed record 100078 
               from NaN to 0.0975, changed record 100082 from NaN to 0.0180, changed record 100088 
               from NaN to 0.2370, changed record 100110 from NaN to 0.0370, changed record 100117 
               from NaN to -0.1285, changed record 100119 from NaN to -0.3265, changed record 
               100121 from NaN to -0.1390, changed record 100141 from NaN to 0.0940, changed record 
               100145 from NaN to 0.2875, changed record 100163 from NaN to -0.1715, changed record 
               100169 from NaN to -0.0055, changed record 100174 from NaN to 0.1535, changed record 
               100180 from NaN to 0.0015, changed record 100190 from NaN to -0.1820, changed record 
               100217 from NaN to 0.0165, changed record 100236 from NaN to 0.0045, changed record 
               100255 from NaN to -0.1665, changed record 100274 from NaN to 0.0775, changed record 
               100276 from NaN to 0.0865, changed record 100288 from NaN to -0.1300, changed record 
               100308 from NaN to -0.0090, changed record 100326 from NaN to 0.2295, changed record 
               100346 from NaN to 0.2945, changed record 100347 from NaN to 0.2890, changed record 
               100348 from NaN to 0.2835, changed record 100362 from NaN to -0.1245, changed record 
               100368 from NaN to 0.0925, changed record 100372 from NaN to 0.0030, changed record 
               100376 from NaN to -0.1020, changed record 100377 from NaN to -0.0920, changed 
               record 100387 from NaN to 0.1210, changed record 100389 from NaN to -0.0365, changed 
               record 100399 from NaN to -0.5180, changed record 100411 from NaN to -0.0125, 
               changed record 100445 from NaN to 0.0620, changed record 100455 from NaN to 0.0580, 
               changed record 100457 from NaN to 0.2810, changed record 100483 from NaN to -0.1920, 
               changed record 100489 from NaN to 0.0335, changed record 100512 from NaN to -0.1680, 
               changed record 100564 from NaN to -0.1445, changed record 100576 from NaN to 
               -0.1075, changed record 100580 from NaN to 0.0595, changed record 100593 from NaN to 
               -0.4715, changed record 100605 from NaN to -0.1860, changed record 100625 from NaN 
               to 0.0030, changed record 100631 from NaN to 0.0305, changed record 100633 from NaN 
               to 0.0245, changed record 100635 from NaN to 0.0710, changed record 100637 from NaN 
               to 0.0355, changed record 100639 from NaN to -0.1630, changed record 100641 from NaN 
               to -0.0160, changed record 100643 from NaN to 0.1835, changed record 100646 from NaN 
               to -0.3865, changed record 100648 from NaN to -0.1440, changed record 100651 from 
               NaN to 0.0220, changed record 100657 from NaN to -0.1508, changed record 100658 from 
               NaN to -0.1615, changed record 100659 from NaN to -0.1722, changed record 100666 
               from NaN to -0.3395, changed record 100674 from NaN to -0.0083, changed record 
               100675 from NaN to 0.0883, changed record 100677 from NaN to 0.0637, changed record 
               100678 from NaN to -0.0577, changed record 100684 from NaN to -0.2495, changed 
               record 100686 from NaN to -0.2225, changed record 100695 from NaN to -0.1070, 
               changed record 100696 from NaN to -0.1260, changed record 100705 from NaN to 0.1170, 
               changed record 100706 from NaN to -0.0030, changed record 100708 from NaN to 
               -0.1840, changed record 100714 from NaN to 0.0570, changed record 100760 from NaN to 
               -0.3940, changed record 100776 from NaN to -0.0330, changed record 100782 from NaN 
               to -0.5690, changed record 100785 from NaN to 0.1935, changed record 100841 from NaN 
               to 0.1787, changed record 100842 from NaN to 0.1733, changed record 100901 from NaN 
               to 0.1570, changed record 100907 from NaN to -0.1657, changed record 100908 from NaN 
               to -0.2263, changed record 100918 from NaN to 0.0860, changed record 100920 from NaN 
               to -0.0125, changed record 100926 from NaN to -0.2437, changed record 100927 from 
               NaN to -0.2413, changed record 100929 from NaN to -0.0365, changed record 100933 
               from NaN to -0.0725, changed record 100936 from NaN to 0.0070, changed record 100938 
               from NaN to -0.1570, changed record 100940 from NaN to -0.1947, changed record 
               100941 from NaN to -0.2193, changed record 100951 from NaN to 0.1830, changed record 
               100953 from NaN to 0.1975, changed record 100959 from NaN to -0.0283, changed record 
               100960 from NaN to 0.1353, changed record 100965 from NaN to -0.2630, changed record 
               100966 from NaN to -0.2290, changed record 100975 from NaN to -0.2835, changed 
               record 100979 from NaN to -0.1965, changed record 100985 from NaN to -0.0625, 
               changed record 100993 from NaN to 0.0150, changed record 100998 from NaN to -0.0995, 
               changed record 101034 from NaN to -0.2310, changed record 101046 from NaN to 0.0820, 
               changed record 101079 from NaN to -0.1060, changed record 101097 from NaN to 0.0820, 
               changed record 101109 from NaN to -0.2465, changed record 101121 from NaN to 
               -0.0625, changed record 101123 from NaN to 0.1235, changed record 101129 from NaN to 
               -0.3590, changed record 101132 from NaN to -0.1715, changed record 101144 from NaN 
               to 0.0420, changed record 101148 from NaN to -0.2063, changed record 101149 from NaN 
               to -0.2097, changed record 101154 from NaN to -0.2205, changed record 101156 from 
               NaN to -0.0395, changed record 101176 from NaN to -0.2645, changed record 101187 
               from NaN to -0.2970, changed record 101207 from NaN to -0.0385, changed record 
               101211 from NaN to 0.2197, changed record 101212 from NaN to 0.2453, changed record 
               101216 from NaN to 0.0015, changed record 101227 from NaN to -0.2030, changed record 
               101238 from NaN to -0.1587, changed record 101239 from NaN to -0.2123, changed 
               record 101241 from NaN to -0.0490, changed record 101243 from NaN to -0.0260, 
               changed record 101264 from NaN to 0.0360, changed record 101289 from NaN to -0.0595, 
               changed record 101300 from NaN to -0.2105, changed record 101301 from NaN to 
               -0.1120, changed record 101302 from NaN to -0.0135, changed record 101311 from NaN 
               to -0.0520, changed record 101335 from NaN to -0.1815, changed record 101349 from 
               NaN to -0.0040, changed record 101359 from NaN to 0.0040, changed record 101383 from 
               NaN to -0.1990, changed record 101387 from NaN to -0.2335, changed record 101389 
               from NaN to -0.0735, changed record 101406 from NaN to -0.1950, changed record 
               101424 from NaN to 0.0025, changed record 101429 from NaN to -0.2355, changed record 
               101432 from NaN to 0.0230, changed record 101580 from NaN to -0.0840, changed record 
               101592 from NaN to 0.0980, changed record 101594 from NaN to 0.0820, changed record 
               101597 from NaN to -0.0980, changed record 101607 from NaN to -0.0905, changed 
               record 101631 from NaN to -0.1480, changed record 101699 from NaN to 0.0940, changed 
               record 101703 from NaN to -0.0615, changed record 101705 from NaN to -0.0845, 
               changed record 101719 from NaN to -0.1675, changed record 101728 from NaN to 
               -0.1093, changed record 101729 from NaN to 0.0013, changed record 101731 from NaN to 
               -0.0700, changed record 101754 from NaN to -0.1270, changed record 101755 from NaN 
               to -0.0000, changed record 101764 from NaN to -0.0510, changed record 101771 from 
               NaN to -0.5305, changed record 101809 from NaN to -0.2945, changed record 101819 
               from NaN to 0.0820, changed record 101826 from NaN to -0.4860, changed record 101842 
               from NaN to -0.3660, changed record 101844 from NaN to -0.2935, changed record 
               101873 from NaN to -0.2595, changed record 102057 from NaN to -0.2300, changed 
               record 102066 from NaN to -0.2980, changed record 102072 from NaN to -0.0395, 
               changed record 102076 from NaN to -0.6360, changed record 102077 from NaN to 
               -0.4470, changed record 102080 from NaN to -0.0505, changed record 102097 from NaN 
               to 0.0160, changed record 102100 from NaN to -0.2605, changed record 102107 from NaN 
               to 0.1585, changed record 102122 from NaN to -0.2355, changed record 102125 from NaN 
               to -0.0300, changed record 102147 from NaN to -0.1200, changed record 102216 from 
               NaN to 0.1330, changed record 102261 from NaN to -0.1085, changed record 102321 from 
               NaN to 0.0685, changed record 102327 from NaN to -0.0720, changed record 102336 from 
               NaN to 0.0794, changed record 102337 from NaN to 0.0228, changed record 102338 from 
               NaN to -0.0338, changed record 102339 from NaN to -0.0904, changed record 102353 
               from NaN to 0.0125, changed record 102358 from NaN to -0.2070, changed record 102361 
               from NaN to -0.2020, changed record 102362 from NaN to -0.1850, changed record 
               102366 from NaN to -0.0977, changed record 102367 from NaN to 0.0467, changed record 
               102370 from NaN to -0.2240, changed record 102375 from NaN to -0.1870, changed 
               record 102380 from NaN to -0.1355, changed record 102384 from NaN to 0.1337, changed 
               record 102385 from NaN to -0.0457, changed record 102387 from NaN to -0.0385, 
               changed record 102390 from NaN to 0.1240, changed record 102392 from NaN to -0.0765, 
               changed record 102405 from NaN to 0.1410, changed record 102407 from NaN to 0.1133, 
               changed record 102408 from NaN to 0.1017, changed record 102456 from NaN to -0.0025, 
               changed record 102459 from NaN to 0.1200, changed record 102536 from NaN to 0.2530, 
               changed record 102546 from NaN to -0.1455, changed record 102551 from NaN to 
               -0.0610, changed record 102553 from NaN to -0.1350, changed record 102563 from NaN 
               to -0.0045, changed record 102568 from NaN to -0.0615, changed record 102600 from 
               NaN to 0.0605, changed record 102606 from NaN to -0.2465, changed record 102616 from 
               NaN to 0.2395, changed record 102642 from NaN to 0.0215, changed record 102645 from 
               NaN to -0.2227, changed record 102646 from NaN to -0.1803, changed record 102648 
               from NaN to -0.1075, changed record 102650 from NaN to -0.1335, changed record 
               102658 from NaN to 0.0490, changed record 102676 from NaN to -0.2195, changed record 
               102687 from NaN to -0.3270, changed record 102697 from NaN to -0.0770, changed 
               record 102700 from NaN to 0.1810, changed record 102732 from NaN to -0.1010, changed 
               record 102746 from NaN to 0.0745, changed record 102966 from NaN to -0.4985, changed 
               record 103004 from NaN to 0.0720, changed record 103195 from NaN to -0.0280, changed 
               record 103203 from NaN to -0.2015, changed record 103208 from NaN to -0.0745, 
               changed record 103219 from NaN to -0.0100, changed record 103237 from NaN to 
               -0.0675, changed record 103245 from NaN to -0.1285, changed record 103247 from NaN 
               to -0.0690, changed record 103258 from NaN to -0.0535, changed record 103283 from 
               NaN to -0.1895, changed record 103359 from NaN to -0.0975, changed record 103434 
               from NaN to 0.0830, changed record 103455 from NaN to -0.0715, changed record 103475 
               from NaN to -0.5780, changed record 103500 from NaN to -0.0780, changed record 
               103506 from NaN to -0.1055, changed record 103517 from NaN to 0.0845, changed record 
               103532 from NaN to -0.0845, changed record 103534 from NaN to -0.2285, changed 
               record 103539 from NaN to -0.1293, changed record 103540 from NaN to -0.0387, 
               changed record 103548 from NaN to -0.0660, changed record 103555 from NaN to 
               -0.2513, changed record 103556 from NaN to -0.2337, changed record 103566 from NaN 
               to -0.2570, changed record 103577 from NaN to -0.0535, changed record 103588 from 
               NaN to -0.2775, changed record 103591 from NaN to -0.0650, changed record 103617 
               from NaN to -0.2410, changed record 103625 from NaN to 0.2195, changed record 103667 
               from NaN to -0.1075, changed record 103672 from NaN to -0.2490, changed record 
               103690 from NaN to 0.1315, changed record 103699 from NaN to 0.1655, changed record 
               103705 from NaN to 0.0980, changed record 103707 from NaN to 0.1420, changed record 
               103708 from NaN to -0.0420, changed record 103716 from NaN to 0.1695, changed record 
               103719 from NaN to -0.2170, changed record 103727 from NaN to 0.0350, changed record 
               103729 from NaN to -0.1740, changed record 103730 from NaN to -0.2320, changed 
               record 103748 from NaN to -0.0820, changed record 103760 from NaN to -0.2290, 
               changed record 103762 from NaN to -0.0815, changed record 103766 from NaN to 
               -0.0465, changed record 103777 from NaN to -0.0145, changed record 103780 from NaN 
               to -0.1445, changed record 103782 from NaN to -0.2837, changed record 103783 from 
               NaN to -0.2783, changed record 103792 from NaN to -0.2890, changed record 103802 
               from NaN to 0.1640, changed record 103807 from NaN to 0.1640, changed record 103810 
               from NaN to -0.0455, changed record 103815 from NaN to -0.2480, changed record 
               103840 from NaN to -0.1095, changed record 103842 from NaN to -0.0770, changed 
               record 103845 from NaN to -0.0565, changed record 103858 from NaN to -0.0480, 
               changed record 103883 from NaN to -0.0690, changed record 103886 from NaN to 
               -0.0810, changed record 103911 from NaN to -0.1225, changed record 103917 from NaN 
               to 0.1145, changed record 103926 from NaN to -0.2595, changed record 103944 from NaN 
               to 0.1260, changed record 103951 from NaN to -0.0120, changed record 103969 from NaN 
               to -0.2630, changed record 103970 from NaN to -0.2380, changed record 103972 from 
               NaN to -0.0510, changed record 103974 from NaN to -0.0770, changed record 103979 
               from NaN to 0.1045, changed record 103989 from NaN to -0.0785, changed record 104000 
               from NaN to -0.2925, changed record 104006 from NaN to -0.1010, changed record 
               104009 from NaN to -0.2960, changed record 104023 from NaN to -0.1225, changed 
               record 104026 from NaN to -0.1015, changed record 104034 from NaN to -0.2590, 
               changed record 104043 from NaN to -0.3050, changed record 104057 from NaN to 
               -0.2580, changed record 104064 from NaN to -0.1040, changed record 104066 from NaN 
               to -0.0835, changed record 104077 from NaN to -0.2985, changed record 104095 from 
               NaN to -0.2470, changed record 104097 from NaN to -0.2727, changed record 104098 
               from NaN to -0.2913, changed record 104103 from NaN to -0.0615, changed record 
               104110 from NaN to 0.0790, changed record 104111 from NaN to 0.0850, changed record 
               104113 from NaN to 0.1183, changed record 104114 from NaN to 0.1457, changed record 
               104126 from NaN to -0.2725, changed record 104131 from NaN to -0.3465, changed 
               record 104152 from NaN to -0.1350, changed record 104155 from NaN to -0.0365, 
               changed record 104161 from NaN to -0.0820, changed record 104169 from NaN to 
               -0.1315, changed record 104171 from NaN to -0.1155, changed record 104173 from NaN 
               to -0.2760, changed record 104179 from NaN to -0.1320, changed record 104182 from 
               NaN to -0.2950, changed record 104186 from NaN to -0.3000, changed record 104204 
               from NaN to -0.2695, changed record 104221 from NaN to -0.2527, changed record 
               104222 from NaN to -0.2463, changed record 104232 from NaN to -0.1320, changed 
               record 104236 from NaN to 0.0665, changed record 104242 from NaN to -0.2920, changed 
               record 104247 from NaN to -0.2910, changed record 104250 from NaN to -0.0855, 
               changed record 104274 from NaN to -0.1020, changed record 104286 from NaN to 
               -0.1665, changed record 104308 from NaN to 0.0755, changed record 104314 from NaN to 
               -0.0910, changed record 104317 from NaN to -0.2975, changed record 104344 from NaN 
               to 0.0720, changed record 104373 from NaN to 0.1695, changed record 104392 from NaN 
               to -0.0805, changed record 104402 from NaN to -0.0665, changed record 104406 from 
               NaN to 0.1175, changed record 104474 from NaN to 0.1270, changed record 104487 from 
               NaN to -0.2100, changed record 104492 from NaN to -0.1890, changed record 104503 
               from NaN to 0.0050, changed record 104520 from NaN to -0.0790, changed record 104579 
               from NaN to 0.1135, changed record 104583 from NaN to -0.2560, changed record 104587 
               from NaN to -0.3005, changed record 104593 from NaN to -0.1235, changed record 
               104601 from NaN to 0.0625, changed record 104613 from NaN to -0.2455, changed record 
               104654 from NaN to -0.0605, changed record 104664 from NaN to -0.0625, changed 
               record 104676 from NaN to 0.1685, changed record 104690 from NaN to -0.0600, changed 
               record 104700 from NaN to 0.0795, changed record 104717 from NaN to 0.0775, changed 
               record 104723 from NaN to -0.1010, changed record 104733 from NaN to 0.0073, changed 
               record 104734 from NaN to 0.0257, changed record 104736 from NaN to -0.1305
            15-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' 
               field updated ('dataflag')
            15-Nov-2023: replaced 18 missing values in column SWE_INST_0_0_05 with estimated values 
               based on 1D interpolation of SWE_INST_0_0_05 as a function of Date using the MATLAB 
               9.912 function 'interp1' with the 'linear' (linear interpolation) method option, 
               excluding data gaps with more than 5 consecutive missing values, and flagging the 
               estimated values as 'E' ('interp_missing')
            15-Nov-2023: 18 values in 'SWE_INST_0_0_05' were updated with new values 
               ('update_data'): changed record 9909 from NaN to 740.2500, changed record 9915 from 
               NaN to 739.5000, changed record 9918 from NaN to 737.9000, changed record 9920 from 
               NaN to 739.4500, changed record 9952 from NaN to 741.6000, changed record 9958 from 
               NaN to 733.0600, changed record 9959 from NaN to 733.2200, changed record 9960 from 
               NaN to 733.3800, changed record 9961 from NaN to 733.5400, changed record 10250 from 
               NaN to 736.3000, changed record 10251 from NaN to 736.3000, changed record 13399 
               from NaN to 789.5333, changed record 13400 from NaN to 789.7667, changed record 
               13961 from NaN to 788.0500, changed record 24070 from NaN to 1560.0000, changed 
               record 24071 from NaN to 1560.0000, changed record 24072 from NaN to 1560.0000, 
               changed record 104736 from NaN to 706.4000
            15-Nov-2023: Q/C flagging criteria applied for column(s) SWE_INST_0_0_05, 'flags' field 
               updated ('dataflag')
            15-Nov-2023: replaced 15 missing values in column PRECIP_INST_455_0_02 with estimated 
               values 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')
            15-Nov-2023: 15 values in 'PRECIP_INST_455_0_02' were updated with new values 
               ('update_data'): changed record 9909 from NaN to 131.95, changed record 9915 from 
               NaN to 174.00, changed record 9918 from NaN to 174.10, changed record 9920 from NaN 
               to 174.10, changed record 9952 from NaN to 123.37, changed record 9958 from NaN to 
               174.34, changed record 9959 from NaN to 174.28, changed record 9960 from NaN to 
               174.22, changed record 9961 from NaN to 174.16, changed record 10250 from NaN to 
               176.13, changed record 10251 from NaN to 176.17, changed record 13399 from NaN to 
               46.10, changed record 13400 from NaN to 46.09, changed record 13961 from NaN to 
               113.80, changed record 104736 from NaN to 319.00
            15-Nov-2023: Q/C flagging criteria applied for column(s) PRECIP_INST_455_0_02, 'flags' 
               field updated ('dataflag')
            15-Nov-2023: replaced 18 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')
            15-Nov-2023: 18 values in 'AIRTEMP_MEAN_450_0_10' were updated with new values 
               ('update_data'): changed record 9909 from NaN to -0.398, changed record 9915 from 
               NaN to 0.182, changed record 9918 from NaN to 0.640, changed record 9920 from NaN to 
               1.017, changed record 9952 from NaN to 2.066, changed record 9958 from NaN to 2.074, 
               changed record 9959 from NaN to 2.097, changed record 9960 from NaN to 2.120, 
               changed record 9961 from NaN to 2.143, changed record 10250 from NaN to 1.682, 
               changed record 10251 from NaN to 1.680, changed record 13399 from NaN to -0.538, 
               changed record 13400 from NaN to -0.372, changed record 13961 from NaN to 0.140, 
               changed record 24070 from NaN to -3.174, changed record 24071 from NaN to -3.224, 
               changed record 24072 from NaN to -3.273, changed record 104736 from NaN to 16.325
            15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MEAN_450_0_10, 'flags' 
               field updated ('dataflag')
            15-Nov-2023: converted units of 'SNOWDEP_INST_0_0_05' column and 3 QA/QC flag criteria 
               parameters from m to mm ('unit_convert')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' 
               field updated ('dataflag')
            15-Nov-2023: sorted rows by measurement date prior to applying drift corrections 
               ('correct_drift')
            15-Nov-2023: corrected values in column SNOWDEP_INST_0_0_05 for sensor drift over the 
               date range 07-Jul-2015 12:00:00 to 20-Jun-2017 12:00:00 by applying a constant 
               correction of 221 ('correct_drift')
            15-Nov-2023: 101380 values in 'SNOWDEP_INST_0_0_05' were updated with new values 
               ('update_data')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' 
               field updated ('dataflag')
            15-Nov-2023: sorted rows by measurement date prior to applying drift corrections 
               ('correct_drift')
            15-Nov-2023: corrected values in column SWE_INST_0_0_05 for sensor drift over the date 
               range 29-Jun-2016 12:05:00 to 29-Jun-2017 12:00:00 by applying a constant correction 
               of -726 ('correct_drift')
            15-Nov-2023: 26330 values in 'SWE_INST_0_0_05' were updated with new values 
               ('update_data')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SWE_INST_0_0_05, 'flags' field 
               updated ('dataflag')
            15-Nov-2023: sorted rows by measurement date prior to applying drift corrections 
               ('correct_drift')
            15-Nov-2023: corrected values in column SWE_INST_0_0_05 for sensor drift over the date 
               range 06-Jul-2015 12:00:00 to 29-Jun-2016 12:00:00 by applying a constant correction 
               of -726 ('correct_drift')
            15-Nov-2023: 75050 values in 'SWE_INST_0_0_05' were updated with new values 
               ('update_data')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SWE_INST_0_0_05, 'flags' field 
               updated ('dataflag')
            15-Nov-2023: 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')
            15-Nov-2023: updated title ('newtitle')
            15-Nov-2023: updated 1 metadata fields in the Dataset section(s) ('addmeta')
            15-Nov-2023: updated title ('newtitle')
            15-Nov-2023: updated 1 metadata fields in the Dataset section(s) ('addmeta')
            15-Nov-2023: added column 'PRECIP_TOT_455_0_02' at position 13 ('addcol')
            15-Nov-2023: manually added an array of custom flags to 105408 records in column(s) 
               PRECIP_TOT_455_0_02 ('addflags')
            15-Nov-2023: locked Q/C flag criteria for column PRECIP_TOT_455_0_02 to prevent 
               automatic evaluation ('flag_locks')
            15-Nov-2023: added column 'PRECIP_ACC_455_0_02' at position 14 ('addcol')
            15-Nov-2023: 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')
            15-Nov-2023: added column 'SNOWDEP_MED_0_0_05' at position 8 ('addcol')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_MED_0_0_05, 'flags' 
               field updated ('dataflag')
            15-Nov-2023: 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')
            15-Nov-2023: added column 'SWE_MED_0_0_05' at position 12 ('addcol')
            15-Nov-2023: 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')
            15-Nov-2023: 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')
            15-Nov-2023: 51839 values in 'SNOWDEP_INST_0_0_05' were updated with new values 
               ('update_data')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' 
               field updated ('dataflag')
            15-Nov-2023: 51839 values in 'SNOWDEP_MED_0_0_05' were updated with new values 
               ('update_data')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_MED_0_0_05, 'flags' 
               field updated ('dataflag')
            15-Nov-2023: 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')
            15-Nov-2023: 51769 values in 'SWE_INST_0_0_05' were updated with new values 
               ('update_data')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SWE_INST_0_0_05, 'flags' field 
               updated ('dataflag')
            15-Nov-2023: 51702 values in 'SWE_MED_0_0_05' were updated with new values 
               ('update_data')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SWE_MED_0_0_05, 'flags' field 
               updated ('dataflag')
            15-Nov-2023: replaced values matching 'SNOWDEP_MED_0_0_05 < 0' in column(s) 
               SNOWDEP_MED_0_0_05 with 0 ('num_replace')
            15-Nov-2023: 1193 values in 'SNOWDEP_MED_0_0_05' were updated with new values 
               ('update_data')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_MED_0_0_05, 'flags' 
               field updated ('dataflag')
            15-Nov-2023: manually added 'Q' flags to 1193 records in column(s) SNOWDEP_MED_0_0_05 
               ('addflags')
            15-Nov-2023: replaced values matching 'SWE_MED_0_0_05 < 0' in column(s) SWE_MED_0_0_05 
               with 0 ('num_replace')
            15-Nov-2023: 212 values in 'SWE_MED_0_0_05' were updated with new values ('update_data')
            15-Nov-2023: Q/C flagging criteria applied for column(s) SWE_MED_0_0_05, 'flags' field 
               updated ('dataflag')
            15-Nov-2023: manually added 'Q' flags to 212 records in column(s) SWE_MED_0_0_05 
               ('addflags')
            15-Nov-2023: 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')
            15-Nov-2023: deleted column Date from the structure ('deletecols')
            15-Nov-2023: added column 'Date' at position 2 ('addcol')
            15-Nov-2023: 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')
            15-Nov-2023: updated 6 metadata fields in the Data section(s) ('addmeta')
            15-Nov-2023: updated 15 metadata fields in the Status, Data sections to reflect 
               attribute metadata ('updatecols')
            15-Nov-2023: 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, Q 
               = Questionable 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: F = unspecified, J = unspecified, M = missing value, R = 
               Reduced volume stored in sample tank
            Flag_PRECIP_ACC_455_0_02: 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, Q = Questionable value
            Flag_AIRTEMP_MIN_450_0_10: M = missing value, Q = Questionable value
         c. Numeric Range: 
            column  1. (none)
            column  2. (none)
            column  3. 302 to 302
            column  4. 17795 to 57734
            column  5. -105 to 2004
            column  6. (none)
            column  7. 0 to 1995
            column  8. (none)
            column  9. -40.7 to 1554
            column 10. (none)
            column 11. 0 to 1552
            column 12. (none)
            column 13. 34.02 to 402.8
            column 14. (none)
            column 15. 0 to 80.5
            column 16. (none)
            column 17. 0 to 2253.91
            column 18. (none)
            column 19. -11.61 to 32.52
            column 20. (none)
            column 21. -11.6 to 32.62
            column 22. (none)
            column 23. -11.63 to 32.42
            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': 3295 records in 
      SNOWDEP_INST_0_0_05, 11809 records in PRECIP_INST_455_0_02. Values of 4046 records in Site 
      were flagged as M (missing value) for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 
      11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 
      01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. 
      Values of 507 records in PROGID were flagged as M (missing value) for dates: 
      11/02/2015-11/04/2015, 11/18/2015, 11/19/2015, 01/27/2016, 05/24/2016. The value of one 
      record in PROGID was flagged as P (Program ID change) for date 03/24/2016. Values of 507 
      records in PROGID are missing for dates: 11/02/2015-11/04/2015, 11/18/2015, 11/19/2015, 
      01/27/2016, 05/24/2016. Values of 3235 records in BATTERY_MEAN were flagged as L (Low value) 
      for dates: 10/30/2015, 10/30/2015-11/02/2015, 11/04/2015, 12/12/2015-12/13/2015, 12/14/2015, 
      12/14/2015-12/15/2015, 12/15/2015-12/19/2015, 12/19/2015-12/22/2015, 12/23/2015. Values of 
      4046 records in BATTERY_MEAN were flagged as M (missing value) for dates: 
      11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 
      12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 
      09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 4046 records in BATTERY_MEAN are 
      missing for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 
      11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 
      05/24/2016, 09/28/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 4046 records 
      in BATTERY_V_CHECK were flagged as M (missing value) for dates: 11/02/2015-11/04/2015, 
      11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 
      12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 09/28/2016-09/29/2016, 
      09/29/2016-09/30/2016. Values of 105408 records in BATTERY_V_CHECK are missing for dates: 
      10/01/2015-10/01/2016. Values of 3313 records in SNOWDEP_INST_0_0_05 were flagged as E (Value 
      estimated by linear interpolation) for dates: 11/04/2015, 11/05/2015, 11/08/2015, 11/10/2015, 
      11/14/2015, 11/15/2015, 11/16/2015, 11/17/2015, 11/18/2015, 11/19/2015, 11/20/2015, 
      11/24/2015, 12/05/2015, 12/07/2015, 12/10/2015, 12/12/2015, 12/13/2015, 12/18/2015, 
      12/20/2015, 12/23/2015, 01/14/2016, 01/20/2016, 01/29/2016, 02/01/2016, 02/13/2016, 
      02/17/2016, 02/18/2016, 03/12/2016, 03/13/2016, 03/14/2016, 03/23/2016, 03/27/2016, 
      04/04/2016, 04/14/2016, 06/10/2016, 06/11/2016, 06/12/2016, 06/14/2016, 06/15/2016, 
      06/16/2016, 06/17/2016, 06/18/2016, 06/19/2016, 06/20/2016, 06/21/2016, 06/22/2016, 
      06/23/2016, 06/24/2016, 06/25/2016, 06/26/2016, 06/27/2016, 06/28/2016, 06/29/2016, 
      06/30/2016, 07/01/2016, 07/02/2016, 07/03/2016, 07/04/2016, 07/05/2016, 07/06/2016, 
      07/07/2016, 07/08/2016, 07/09/2016, 07/10/2016, 07/11/2016, 07/12/2016, 07/13/2016, 
      07/14/2016, 07/15/2016, 07/16/2016, 07/17/2016, 07/18/2016, 07/19/2016, 07/20/2016, 
      07/21/2016, 07/22/2016, 07/23/2016, 07/24/2016, 07/25/2016, 07/26/2016, 07/27/2016, 
      07/28/2016, 07/29/2016, 07/30/2016, 07/31/2016, 08/01/2016, 08/02/2016, 08/03/2016, 
      08/04/2016, 08/05/2016, 08/06/2016, 08/07/2016, 08/08/2016, 08/09/2016, 08/10/2016, 
      08/11/2016, 08/12/2016, 08/13/2016, 08/14/2016, 08/15/2016, 08/16/2016, 08/17/2016, 
      08/18/2016, 08/19/2016, 08/19/2016-08/20/2016, 08/21/2016, 08/22/2016, 08/23/2016, 
      08/24/2016, 08/24/2016-08/25/2016, 08/26/2016, 08/27/2016, 08/28/2016, 08/29/2016, 
      08/30/2016, 08/31/2016, 09/01/2016, 09/02/2016, 09/03/2016, 09/04/2016, 09/05/2016, 
      09/06/2016, 09/07/2016, 09/08/2016, 09/09/2016, 09/10/2016, 09/11/2016, 09/12/2016, 
      09/13/2016, 09/14/2016, 09/15/2016, 09/16/2016, 09/17/2016, 09/18/2016, 09/19/2016, 
      09/20/2016, 09/21/2016, 09/22/2016, 09/23/2016, 09/24/2016, 09/25/2016, 09/26/2016, 
      09/27/2016, 09/28/2016. Values of 4028 records in SNOWDEP_INST_0_0_05 were flagged as M 
      (missing value) for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/18/2015, 
      11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 
      05/24/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 5570 records in 
      SNOWDEP_INST_0_0_05 were flagged as Q (Questionable value) for dates: 10/01/2015, 
      10/30/2015-11/02/2015, 11/04/2015, 11/05/2015, 11/08/2015, 11/09/2015, 11/10/2015, 
      11/13/2015, 11/15/2015, 11/16/2015, 11/17/2015, 11/18/2015, 11/19/2015, 11/20/2015, 
      11/21/2015, 11/23/2015, 11/24/2015, 11/25/2015, 11/26/2015, 11/27/2015, 11/29/2015, 
      12/03/2015, 12/04/2015, 12/05/2015, 12/06/2015, 12/07/2015, 12/08/2015, 12/10/2015, 
      12/11/2015, 12/12/2015, 12/13/2015, 12/14/2015, 12/15/2015, 12/16/2015, 12/17/2015, 
      12/18/2015, 12/19/2015, 12/20/2015, 12/21/2015, 12/22/2015, 01/03/2016, 01/06/2016, 
      01/07/2016, 01/08/2016, 01/09/2016, 01/10/2016, 01/13/2016, 01/14/2016, 01/15/2016, 
      01/16/2016, 01/17/2016, 01/18/2016, 01/19/2016, 01/19/2016-01/20/2016, 01/21/2016, 
      01/22/2016, 01/23/2016, 01/24/2016, 01/26/2016, 01/28/2016, 01/29/2016, 01/30/2016, 
      02/01/2016, 02/02/2016, 02/03/2016, 02/04/2016, 02/05/2016, 02/06/2016, 02/12/2016, 
      02/13/2016, 02/15/2016, 02/17/2016, 02/18/2016, 02/23/2016, 03/06/2016, 03/08/2016, 
      03/12/2016, 03/13/2016, 03/14/2016, 03/15/2016, 03/16/2016, 03/21/2016, 03/22/2016, 
      03/23/2016, 03/25/2016, 03/27/2016, 03/28/2016, 04/04/2016, 04/10/2016, 04/12/2016, 
      04/13/2016, 04/14/2016, 04/15/2016, 04/24/2016, 04/27/2016, 04/29/2016, 06/01/2016, 
      06/02/2016, 06/03/2016, 06/04/2016, 06/05/2016, 06/06/2016, 06/07/2016, 06/08/2016, 
      06/09/2016, 06/10/2016, 06/14/2016, 06/15/2016, 06/16/2016, 06/16/2016-06/17/2016, 
      06/18/2016, 06/19/2016, 06/20/2016, 06/21/2016, 06/22/2016, 06/23/2016, 06/24/2016, 
      06/25/2016, 06/26/2016, 06/27/2016, 06/28/2016, 06/29/2016, 06/30/2016, 07/01/2016, 
      07/02/2016, 07/03/2016, 07/04/2016, 07/05/2016, 07/06/2016, 07/07/2016, 07/08/2016, 
      07/09/2016, 07/10/2016, 07/11/2016, 07/12/2016, 07/13/2016, 07/14/2016, 07/15/2016, 
      07/16/2016, 07/17/2016, 07/18/2016, 07/18/2016-07/19/2016, 07/20/2016, 07/21/2016, 
      07/22/2016, 07/23/2016, 07/24/2016, 07/25/2016, 07/26/2016, 07/27/2016, 07/28/2016, 
      07/29/2016, 07/30/2016, 07/31/2016, 08/01/2016, 08/02/2016, 08/03/2016, 08/04/2016, 
      08/05/2016, 08/06/2016, 08/07/2016, 08/08/2016, 08/09/2016, 08/10/2016, 08/11/2016, 
      08/12/2016, 08/13/2016, 08/13/2016-08/14/2016, 08/15/2016, 08/16/2016, 08/17/2016, 
      08/18/2016, 08/19/2016, 08/20/2016, 08/21/2016, 08/22/2016, 08/23/2016, 08/24/2016, 
      08/25/2016, 08/26/2016, 08/27/2016, 08/28/2016, 08/29/2016, 08/29/2016-08/30/2016, 
      08/31/2016, 09/01/2016, 09/02/2016, 09/03/2016, 09/04/2016, 09/05/2016, 09/06/2016, 
      09/07/2016, 09/08/2016, 09/09/2016, 09/10/2016, 09/11/2016, 09/12/2016, 09/13/2016, 
      09/14/2016, 09/15/2016, 09/16/2016, 09/17/2016, 09/18/2016, 09/19/2016, 09/20/2016, 
      09/21/2016, 09/22/2016, 09/23/2016, 09/24/2016, 09/25/2016, 09/26/2016, 09/27/2016, 
      09/28/2016. Values of 4028 records in SNOWDEP_INST_0_0_05 are missing for dates: 
      11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/18/2015, 11/19/2015, 12/10/2015, 
      12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 
      09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 4046 records in SNOWDEPTH_CHECK were 
      flagged as M (missing value) for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 
      11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 
      01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. 
      Values of 105408 records in SNOWDEPTH_CHECK are missing for dates: 10/01/2015-10/01/2016. 
      Values of 4046 records in SNOWDEP_QUAL were flagged as M (missing value) for dates: 
      11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 
      12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 
      09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 4046 records in SNOWDEP_QUAL are 
      missing for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 
      11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 
      05/24/2016, 09/28/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 18 records in 
      SWE_INST_0_0_05 were flagged as E (Value estimated by linear interpolation) for dates: 
      11/04/2015, 11/05/2015, 11/16/2015, 11/18/2015, 12/23/2015, 09/28/2016. Values of 4028 
      records in SWE_INST_0_0_05 were flagged as M (missing value) for dates: 
      11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/18/2015, 11/19/2015, 12/10/2015, 
      12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 
      09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 1010 records in SWE_INST_0_0_05 were 
      flagged as Q (Questionable value) for dates: 10/30/2015-11/02/2015, 11/04/2015, 11/05/2015. 
      Values of 4028 records in SWE_INST_0_0_05 are missing for dates: 11/02/2015-11/04/2015, 
      11/04/2015-11/05/2015, 11/18/2015, 11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 
      12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016-09/29/2016, 
      09/29/2016-09/30/2016. Values of 4046 records in SWE_CHECK were flagged as M (missing value) 
      for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 11/19/2015, 
      12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 
      09/28/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 105408 records in 
      SWE_CHECK are missing for dates: 10/01/2015-10/01/2016. Values of 15 records in 
      PRECIP_INST_455_0_02 were flagged as E (Value estimated by linear interpolation) for dates: 
      11/04/2015, 11/05/2015, 11/16/2015, 11/18/2015, 09/28/2016. Values of 13201 records in 
      PRECIP_INST_455_0_02 were flagged as M (missing value) for dates: 11/02/2015-11/04/2015, 
      11/04/2015-11/05/2015, 11/18/2015, 11/19/2015, 12/10/2015, 12/17/2015-01/27/2016, 03/13/2016, 
      05/24/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 765 records in 
      PRECIP_INST_455_0_02 were flagged as Q (Questionable value) for dates: 10/30/2015-11/01/2015, 
      11/02/2015, 11/04/2015, 11/05/2015. Values of 8 records in PRECIP_INST_455_0_02 were flagged 
      as R (Reduced volume stored in sample tank) for dates: 10/26/2015, 11/04/2015, 11/16/2015, 
      12/08/2015, 02/22/2016, 03/24/2016, 04/20/2016. Values of 472 records in PRECIP_INST_455_0_02 
      were flagged as T (For methods or hardware related flags. ie. broken shield) for dates: 
      10/20/2015, 10/26/2015, 11/01/2015-11/02/2015, 11/04/2015, 11/05/2015, 05/27/2016, 
      05/27/2016-05/28/2016. Values of 13201 records in PRECIP_INST_455_0_02 are missing for dates: 
      11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/18/2015, 11/19/2015, 12/10/2015, 
      12/17/2015-01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. 
      Values of 4046 records in ORI_SH_AVG were flagged as M (missing value) for dates: 
      11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 
      12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 
      09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 766 records in ORI_SH_AVG were 
      flagged as Q (Questionable value) for dates: 10/30/2015-11/01/2015, 11/02/2015, 11/04/2015, 
      11/05/2015. Values of 6746 records in ORI_SH_AVG were flagged as T (For methods or hardware 
      related flags. ie. broken shield) for dates: 10/20/2015, 10/26/2015, 11/01/2015-11/02/2015, 
      11/04/2015, 11/05/2015, 12/23/2015, 12/31/2015-01/01/2016, 01/01/2016-01/02/2016, 
      01/02/2016-01/04/2016, 01/04/2016-01/05/2016, 01/05/2016-01/06/2016, 01/06/2016-01/07/2016, 
      01/07/2016-01/08/2016, 01/08/2016-01/09/2016, 01/09/2016-01/10/2016, 01/10/2016-01/11/2016, 
      01/11/2016-01/12/2016, 01/12/2016-01/15/2016, 01/15/2016-01/18/2016, 01/18/2016-01/21/2016, 
      01/22/2016, 01/23/2016-01/25/2016, 01/25/2016-01/26/2016, 05/27/2016, 05/27/2016-05/28/2016. 
      Values of 4046 records in ORI_SH_AVG are missing for dates: 11/02/2015-11/04/2015, 
      11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 
      12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 09/28/2016-09/29/2016, 
      09/29/2016-09/30/2016. Values of 4046 records in PUMPVOLTS_Avg were flagged as M (missing 
      value) for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 
      11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 
      05/24/2016, 09/28/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 4046 records 
      in PUMPVOLTS_Avg are missing for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 
      11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 
      01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. 
      Values of 4046 records in PUMPVOLTS_CHECK were flagged as M (missing value) for dates: 
      11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 
      12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 
      09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 105408 records in PUMPVOLTS_CHECK are 
      missing for dates: 10/01/2015-10/01/2016. Values of 18 records in AIRTEMP_MEAN_450_0_10 were 
      flagged as E (Value estimated by linear interpolation) for dates: 11/04/2015, 11/05/2015, 
      11/16/2015, 11/18/2015, 12/23/2015, 09/28/2016. Values of 4028 records in 
      AIRTEMP_MEAN_450_0_10 were flagged as M (missing value) for dates: 11/02/2015-11/04/2015, 
      11/04/2015-11/05/2015, 11/18/2015, 11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 
      12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016-09/29/2016, 
      09/29/2016-09/30/2016. Values of 1105 records in AIRTEMP_MEAN_450_0_10 were flagged as Q 
      (Questionable value) for dates: 10/16/2015, 10/30/2015-11/02/2015, 11/04/2015, 11/05/2015, 
      12/02/2015, 12/03/2015, 12/05/2015, 01/06/2016, 01/12/2016, 01/21/2016, 01/22/2016, 
      02/07/2016, 02/08/2016, 02/09/2016, 02/17/2016, 02/22/2016, 03/01/2016, 03/05/2016, 
      03/18/2016, 03/28/2016, 03/31/2016, 04/02/2016, 04/03/2016, 04/13/2016, 04/15/2016, 
      04/16/2016, 04/18/2016, 04/25/2016, 04/26/2016, 05/11/2016, 05/13/2016, 05/18/2016, 
      05/27/2016, 05/29/2016, 06/03/2016, 06/06/2016, 06/11/2016, 06/12/2016, 06/16/2016, 
      06/20/2016, 06/23/2016, 06/30/2016, 07/01/2016, 07/03/2016, 07/04/2016, 07/05/2016, 
      07/11/2016, 07/17/2016, 07/21/2016, 07/23/2016, 07/26/2016, 08/02/2016, 08/08/2016, 
      08/22/2016, 08/31/2016, 09/14/2016. Values of 4028 records in AIRTEMP_MEAN_450_0_10 are 
      missing for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/18/2015, 11/19/2015, 
      12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 
      09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 4046 records in AIRTEMP_MAX_450_0_10 
      were flagged as M (missing value) for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 
      11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 
      01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. 
      Values of 1013 records in AIRTEMP_MAX_450_0_10 were flagged as Q (Questionable value) for 
      dates: 10/30/2015-11/02/2015, 11/04/2015, 11/05/2015, 02/09/2016. Values of 4046 records in 
      AIRTEMP_MAX_450_0_10 are missing for dates: 11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 
      11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 
      01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 09/28/2016-09/29/2016, 09/29/2016-09/30/2016. 
      Values of 4046 records in AIRTEMP_MIN_450_0_10 were flagged as M (missing value) for dates: 
      11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 
      12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 
      09/28/2016-09/29/2016, 09/29/2016-09/30/2016. Values of 1011 records in AIRTEMP_MIN_450_0_10 
      were flagged as Q (Questionable value) for dates: 10/30/2015-11/02/2015, 11/04/2015, 
      11/05/2015, 02/09/2016. Values of 4046 records in AIRTEMP_MIN_450_0_10 are missing for dates: 
      11/02/2015-11/04/2015, 11/04/2015-11/05/2015, 11/16/2015, 11/18/2015, 11/19/2015, 12/10/2015, 
      12/22/2015-12/23/2015, 12/23/2015-12/31/2015, 01/27/2016, 03/13/2016, 05/24/2016, 09/28/2016, 
      09/28/2016-09/29/2016, 09/29/2016-09/30/2016.
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.