I. Data Set Descriptors A. Title: Meteorological data from Central Met Station at the Andrews Forest. Variables include: stand-alone precip, swe, snow depth, PAR, and incoming shortwave radiation from 01-Oct-2022 to 01-Oct-2023 B. Accession Number: N/A C. Description 1. Originator(s): Name: Position: Organization: Address: City: State: Postal Code: Phone: Email: UserID: 2. Abstract: 3. Study Type: 4. Study Themes: 5. LTER Core Areas: 6. Georeferences: 7. Submission Date: D. Keywords: II. Research Origin Descriptors A. Overall Project Description 1. Project Title: 2. Principal Investigators: Name: Position: Organization: Address: City: State: Postal Code: Phone: Email: UserID: 3. Funding Period: to 4. Objectives: 5. Abstract: 6. Funding Source: B. Sub-project Description 1. Site Description a. Geographic Location: Coordinates: b. Physiographic Region: c. Landform Components: d. Hydrographic Characteristics: e. Topographic Attributes: f. Geology, Lithology and Soils: g. Vegetation Communities: h. History of Land Use and Disturbance: i. Climate: 2. Experimental or Sampling Design a. Design Characteristics: 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: 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-Oct-2025 2. Latest Archive Date: 3. Latest Metadata Update: 15-Oct-2025 4. Data Verification Status: B. Accessibility 1. Storage Location and Medium: Stored at on media: 2. Contact Person: Name: Position: Organization: Address: City: State: Postal Code: Phone: Email: UserID: 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: cenmet_234_a_5min_2023.csv 2. Size: 105120 records 3. File Format: ASCII text (comma-separated value format) 3a. Delimiters: single comma 4. Header Information: 5 lines of ASCII text 5. Alphanumeric Attributes: 6. Quality Control Flag Codes: M = missing value, Q = questionable value, I = invalid value (out of range), T = hardware malfunction (eg. heater), L = low voltage, H = high voltage, E = value estimated by linear interpolation, V = small unexpected 1-step jump, C = sensor calibration, Z = value changed from negative number to zero., F = at or above field capacity, 2 = Questionable low daytime value (SWI < 20.0 W/m² AND TSB < 1.4 °C) - possible snow/frost, 4 = Questionable positive value at night 7. Authentication Procedures: 8. Calculations: SNOWDEP_INST_0_0_01: SNOWDEP_INST_0_0_01(mm) = SNOWDEP_INST_0_0_01(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 CENT_234_Table105 WHERE LOGGERID = 234 AND TmStamp BETWEEN '2022-10-01 00:05:00' AND '2023-10-01 00:00:00' ORDER BY TmStamp ASC (104558 records) workspace (105325 records) sunrise_sunset_cenmet_2004_5min.csv (105397 records) sunrise_sunset_primet_2004_5min.csv (105397 records) sunrise_sunset_uplmet_2004_5min.csv (105397 records) sunrise_sunset_vanmet_2004_5min.csv (105397 records) sunrise_sunset_cenmet_2004_5min.csv (105397 records) sunrise_sunset_primet_2004_5min.csv (105397 records) sunrise_sunset_uplmet_2004_5min.csv (105397 records) sunrise_sunset_vanmet_2004_5min.csv (105397 records) Data processing history: 15-Oct-2025: new GCE Data Structure 1.1 created ('newstruct') 15-Oct-2025: imported result set from SQL query on data source 'metdat' ('sql2struct') 15-Oct-2025: imported all documentation metadata from the template 'LNDB_CenMet_3', updating descriptors for columns Date, RecNum, LOGGERID, PROGID, BATTERY_INST_0_0_01, PRECIP_TOT_625_0_04, PRECIP_INST_625_0_02, ORI_SH_AVG, SWE_INST_0_0_01, SNOWDEP_INST_0_0_01, SNOWDEP_QUAL, PAR_MEAN_625_0_01, PAR_MAX_625_0_01, SWI_MEAN_625_0_01, SWI_MAX_625_0_01, TSB_MEAN_625_0_01, PRECIP_INST_455_0_01 and ORI_SA_AVG ('meta_template') 15-Oct-2025: updated 2 metadata fields in the Data, Dataset section(s) ('addmeta') 15-Oct-2025: updated title ('newtitle') 15-Oct-2025: Q/C flagging criteria applied, 'flags' field updated ('dataflag') 15-Oct-2025: Name of column TmStamp changed to Date; Name of column BATTERY_V_Avg changed to BATTERY_INST_0_0_01; Name of column TB_PRECIP_Tot changed to PRECIP_TOT_625_0_04; Name of column SH_PRECIP changed to PRECIP_INST_625_0_02; Name of column SH_TEMP_Avg changed to ORI_SH_AVG; Name of column SWE changed to SWE_INST_0_0_01; Name of column SNOWDEPTH changed to SNOWDEP_INST_0_0_01; Name of column QUALITY changed to SNOWDEP_QUAL; Name of column PAR_Avg changed to PAR_MEAN_625_0_01; Name of column PAR_Max changed to PAR_MAX_625_0_01; Name of column SOLAR_Wm2_Avg changed to SWI_MEAN_625_0_01; Name of column SOLAR_Wm2_Max changed to SWI_MAX_625_0_01; Name of column SOLAR_TEMP_Avg changed to TSB_MEAN_625_0_01; Name of column SA_PRECIP changed to PRECIP_INST_455_0_01; Name of column SA_TEMP_Avg changed to ORI_SA_AVG; ('apply_template') 15-Oct-2025: 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_INST_0_0_01 changed from '' to 'volts'; Units of column PRECIP_TOT_625_0_04 changed from '' to 'mm'; Units of column PRECIP_INST_625_0_02 changed from '' to 'mm'; Units of column ORI_SH_AVG changed from '' to 'deg c'; Units of column SWE_INST_0_0_01 changed from '' to 'mm'; Units of column SNOWDEP_INST_0_0_01 changed from '' to 'm'; Units of column SNOWDEP_QUAL changed from '' to 'none'; Units of column PAR_MEAN_625_0_01 changed from '' to 'µmol/(m2*s)'; Units of column PAR_MAX_625_0_01 changed from '' to 'µmol/(m2*s)'; Units of column SWI_MEAN_625_0_01 changed from '' to 'w m-2'; Units of column SWI_MAX_625_0_01 changed from '' to 'w m-2'; Units of column TSB_MEAN_625_0_01 changed from '' to 'deg c'; Units of column PRECIP_INST_455_0_01 changed from '' to 'mm'; Units of column ORI_SA_AVG changed from '' to 'deg c'; ('apply_template') 15-Oct-2025: Data Type of column PROGID changed from 'd' to 'f'; Data Type of column SNOWDEP_QUAL changed from 'f' to 'd'; ('apply_template') 15-Oct-2025: 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-Oct-2025: Numeric Type of column PROGID changed from 'discrete' to 'continuous'; Numeric Type of column BATTERY_INST_0_0_01 changed from 'continous' to 'continuous'; Numeric Type of column PRECIP_TOT_625_0_04 changed from 'continous' to 'continuous'; Numeric Type of column PRECIP_INST_625_0_02 changed from 'continous' to 'continuous'; Numeric Type of column ORI_SH_AVG changed from 'continous' to 'continuous'; Numeric Type of column SWE_INST_0_0_01 changed from 'continous' to 'continuous'; Numeric Type of column SNOWDEP_INST_0_0_01 changed from 'continous' to 'continuous'; Numeric Type of column SNOWDEP_QUAL changed from 'continous' to 'discrete'; Numeric Type of column PAR_MEAN_625_0_01 changed from 'continous' to 'continuous'; Numeric Type of column PAR_MAX_625_0_01 changed from 'continous' to 'continuous'; Numeric Type of column SWI_MEAN_625_0_01 changed from 'continous' to 'continuous'; Numeric Type of column SWI_MAX_625_0_01 changed from 'continous' to 'continuous'; Numeric Type of column TSB_MEAN_625_0_01 changed from 'continous' to 'continuous'; Numeric Type of column PRECIP_INST_455_0_01 changed from 'continous' to 'continuous'; Numeric Type of column ORI_SA_AVG changed from 'continous' to 'continuous'; ('apply_template') 15-Oct-2025: 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,[225,233,234])='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_INST_0_0_01 changed from '' to 'x<0='I';x<11.5='L';x>16='H';isnan(x)='M''; Q/C Criteria of column PRECIP_TOT_625_0_04 changed from '' to 'x<0='I';x>18.1='Q';col_ORI_SH_AVG<3.5='T';isnan(x)='M''; Q/C Criteria of column PRECIP_INST_625_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('02/23/2019 15:05:00')&col_Date<=datenum('03/26/2019 09:00:00')='Q';col_Date>=datenum('03/16/2019 10:25:00')&col_Date<=datenum('03/16/2019 12:00:00')='Q';col_Date>=datenum('10/01/2024 00:05:00')&col_Date<=datenum('10/01/2024 00:10:00')='Q''; Q/C Criteria of column ORI_SH_AVG changed from '' to 'isnan(x)='M';x<3.5='T''; Q/C Criteria of column SWE_INST_0_0_01 changed from '' to 'x<-100='I';x>2500='I';x>2000='Q';isnan(x)='M';flag_daterange(col_Date,{'11/15/2019 13:25:00','11/15/2019 17:20:00'})='I';flag_daterange(col_Date,{'12/10/2019 13:25:00','12/10/2019 18:10:00'})='I';flag_daterange(col_Date,{'10/07/2022 11:55:00','12/21/2022 11:45:00'})='I''; Q/C Criteria of column SNOWDEP_INST_0_0_01 changed from '' to 'x>5.0='I';x<-5.0='I';x>4.5='Q';col_SNOWDEP_QUAL<=0='I';col_SNOWDEP_QUAL<162&col_SNOW DEP_QUAL>0='Q';col_SNOWDEP_QUAL>=300&col_SNOWDEP_QUAL<=600='Q';isnan(x)='M';flag_date range(col_Date,{'10/07/2022 11:55:00','10/30/2022 12:05:00'})='I''; Q/C Criteria of column SNOWDEP_QUAL changed from '' to 'isnan(x)='M''; Q/C Criteria of column PAR_MEAN_625_0_01 changed from '' to 'x<-5='I';x<-2='Q';x>3000='I';x>2230='Q';isnan(x)='M';flag_daterange(col_Date,{'08/21 /2023 15:00:00','08/26/2023 23:55:00'})='Q''; Q/C Criteria of column PAR_MAX_625_0_01 changed from '' to 'x<0='I';x>10000='I';x>2000='Q';isnan(x)='M';flag_daterange(col_Date,{'08/21/2023 15:00:00','08/26/2023 23:55:00'})='Q''; Q/C Criteria of column SWI_MEAN_625_0_01 changed from '' to 'isnan(x)='M';col_Date>=datenum('09/18/2018 14:52:00')&col_Date<=datenum('09/18/2018 14:57:00')='Q';flag_daterange(col_Date,{'08/21/2023 15:00:00','08/26/2023 23:55:00'})='Q';flag_daterange(col_Date,{'05/18/2024 23:00:00','05/21/2024 21:30:00'})='Q';flag_daterange(col_Date,{'11/13/2024 00:00:00','12/05/2024 00:00:00'})='Q';flag_daterange(col_Date,{'06/06/2024 00:05:00','06/15/2024 00:00:00'})='I''; Q/C Criteria of column SWI_MAX_625_0_01 changed from '' to 'isnan(x)='M';col_Date>=datenum('09/18/2018 14:52:00')&col_Date<=datenum('09/18/2018 14:57:00')='Q';flag_daterange(col_Date,{'08/21/2023 15:00:00','08/26/2023 23:55:00'})='Q''; Q/C Criteria of column TSB_MEAN_625_0_01 changed from '' to 'isnan(x)='M';x<-50='I';x>60='I''; Q/C Criteria of column PRECIP_INST_455_0_01 changed from '' to 'x<=0='I';x>1200='I';col_ORI_SA_AVG<3.5='T';flag_valuechange(x,100,25,1)='R';isnan(x) ='M';col_Date>=datenum('12/31/2015 09:00:00')&col_Date<=datenum('01/22/2016 11:35:00')='I';col_Date>=datenum('12/18/2018 02:30:00')&col_Date<=datenum('12/25/2018 09:20:00')='M';col_Date>=datenum('02/12/2019 17:45:00')&col_Date<=datenum('02/21/2019 17:30:00')='I';col_Date>=datenum('04/06/2019 10:00:00')&col_Date<=datenum('04/16/2019 12:00:00')='I';col_Date>=datenum('09/07/2019 19:00:00')&col_Date<=datenum('09/08/2019 13:15:00')='Q';col_Date>=datenum('09/17/2019 15:30:00')&col_Date<=datenum('09/17/2019 15:45:00')='I';col_Date>=datenum('06/24/2020 08:00:00')&col_Date<=datenum('06/30/2020 17:00:00')='I';col_Date>=datenum('10/07/2021 13:00:00')&col_Date<=datenum('10/12/2021 17:00:00')='I';col_Date>=datenum('10/01/2024 00:05:00')&col_Date<=datenum('10/01/2024 00:10:00')='Q''; Q/C Criteria of column ORI_SA_AVG changed from '' to 'isnan(x)='M';x<3.5='T''; ('apply_template') 15-Oct-2025: Precision of column Date changed from 0 to 7; Precision of column PROGID changed from 0 to 1; Precision of column PRECIP_TOT_625_0_04 changed from 0 to 4; Precision of column SNOWDEP_INST_0_0_01 changed from 4 to 5; Precision of column SNOWDEP_QUAL changed from 2 to 0; Precision of column PAR_MEAN_625_0_01 changed from 1 to 2; Precision of column SWI_MEAN_625_0_01 changed from 1 to 4; Precision of column SWI_MAX_625_0_01 changed from 1 to 4; Precision of column TSB_MEAN_625_0_01 changed from 3 to 2; Precision of column PRECIP_INST_455_0_01 changed from 2 to 3; ('apply_template') 15-Oct-2025: Descriptions of columns LOGGERID, PROGID, BATTERY_INST_0_0_01, PRECIP_TOT_625_0_04, PRECIP_INST_625_0_02, ORI_SH_AVG, SWE_INST_0_0_01, SNOWDEP_INST_0_0_01, PAR_MEAN_625_0_01, PAR_MAX_625_0_01, SWI_MEAN_625_0_01, SWI_MAX_625_0_01, TSB_MEAN_625_0_01, PRECIP_INST_455_0_01 and ORI_SA_AVG edited; ('apply_template') 15-Oct-2025: deleted column SOLAR_MJ_Tot from the structure ('deletecols') 15-Oct-2025: converted units of 'SNOWDEP_INST_0_0_01' column and 3 QA/QC flag criteria parameters from m to mm ('unit_convert') 15-Oct-2025: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: sorted rows by measurement date prior to applying drift corrections ('correct_drift') 15-Oct-2025: corrected values in column SNOWDEP_INST_0_0_01 for sensor drift over the date range 01-Oct-2022 00:05:00 to 01-Oct-2023 by applying a constant correction of -93 ('correct_drift') 15-Oct-2025: 104558 values in 'SNOWDEP_INST_0_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: sorted rows by measurement date prior to applying drift corrections ('correct_drift') 15-Oct-2025: corrected values in column SNOWDEP_INST_0_0_01 for sensor drift over the date range 01-Oct-2018 12:00:00 to 01-Oct-2022 11:55:00 by applying a constant correction of -112 ('correct_drift') 15-Oct-2025: 143 values in 'SNOWDEP_INST_0_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: sorted rows by measurement date prior to applying drift corrections ('correct_drift') 15-Oct-2025: corrected values in column SWE_INST_0_0_01 for sensor drift over the date range 01-Oct-2022 to 01-Oct-2023 by applying a constant correction of -31 ('correct_drift') 15-Oct-2025: 104552 values in 'SWE_INST_0_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) SWE_INST_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: sorted rows by measurement date prior to applying drift corrections ('correct_drift') 15-Oct-2025: corrected values in column SWE_INST_0_0_01 for sensor drift over the date range 01-Oct-2018 12:00:00 to 01-Oct-2022 11:55:00 by applying a constant correction of -10.6 ('correct_drift') 15-Oct-2025: 143 values in 'SWE_INST_0_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) SWE_INST_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: added column 'Site' at position 1 ('addcol') 15-Oct-2025: inserted 562 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-Oct-2025: sorted by column Date(ascending) ('sortdata') 15-Oct-2025: 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': 3 records in PRECIP_INST_625_0_02, 21335 records in SWE_INST_0_0_01, 7914 records in SNOWDEP_INST_0_0_01, 3 records in PRECIP_INST_455_0_01 ('nullflags') 15-Oct-2025: replaced values matching 'SWI_MEAN_625_0_01 <= 0 & SWI_MEAN_625_0_01 >= -15' in column(s) SWI_MEAN_625_0_01 with 0 ('num_replace') 15-Oct-2025: manually added 'Q' flags to 135 records in column(s) SWI_MEAN_625_0_01 ('addflags') 15-Oct-2025: locked Q/C flag criteria for column SWI_MEAN_625_0_01 to prevent automatic evaluation ('flag_locks') 15-Oct-2025: manually added 'M' flags to 1310 records in column(s) SWI_MEAN_625_0_01 excluding NaN/empty values ('addflags') 15-Oct-2025: added column 'SWI_RUNMN_625_0_01' at position 25 ('addcol') 15-Oct-2025: Year, Month, Day, Hour and Minute datetime columns added after column Date ('add_datepartcols') 15-Oct-2025: sorted by columns Month(ascending), Day(ascending), Hour(ascending), Minute(ascending) ('sortdata') 15-Oct-2025: performed a lookup join of columns Month, Day, Hour and Minute on columns Month, Day, Hour and Minute from a second structure, returning column(s) Site, Date, Year, RecNum, LOGGERID, PROGID, BATTERY_INST_0_0_01, BATTERY_V_CHECK, PRECIP_TOT_625_0_04, PRECIP_INST_625_0_02, ORI_SH_AVG, SWE_INST_0_0_01, SWE_CHECK, SNOWDEP_INST_0_0_01, SNOWDEPTH_CHECK, SNOWDEP_QUAL, PAR_MEAN_625_0_01, PAR_MAX_625_0_01, SWI_MEAN_625_0_01, SWI_MAX_625_0_01, TSB_MEAN_625_0_01, PRECIP_INST_455_0_01, ORI_SA_AVG, PUMPVOLTS_Avg, PUMPVOLTS_CHECK and SWI_RUNMN_625_0_01 from the first structure and column(s) Year, CEN, CS2MET, DISCTR, PRI, UPL, VAN, CEN_100, CS2MET_100, DISCTR_100, PRI_100, UPL_100, VAN_100, CEN_SS, CS2MET_SS, DISCTR_SS, PRI_SS, UPL_SS, VAN_SS, CEN_SS_3, CS2MET_SS_3, DISCTR_SS_3, PRI_SS_3, VAN_SS_3, CEN_isDaytime, CEN_isNighttime, PRI_isDaytime, PRI_isNighttime, UPL_isDaytime, UPL_isNighttime, VAN_isDaytime and VAN_isNighttime from the second structure (105120 rows) ('joindata') 15-Oct-2025: sorted by column Date(ascending) ('sortdata') 15-Oct-2025: manually added 'Q' flags to 109 records in column(s) SWI_MEAN_625_0_01 ('addflags') 15-Oct-2025: deleted columns Month, Day, Hour and Minute from the structure ('deletecols') 15-Oct-2025: deleted column Year from the structure ('deletecols') 15-Oct-2025: added column 'Hour' at position 58 ('addcol') 15-Oct-2025: updated 1 metadata fields in the Data section(s) ('addmeta') 15-Oct-2025: manually added '2' flags to 209 records in column(s) SWI_MEAN_625_0_01 ('addflags') 15-Oct-2025: updated 1 metadata fields in the Data section(s) ('addmeta') 15-Oct-2025: manually added '4' flags to 4 records in column(s) SWI_MEAN_625_0_01 ('addflags') 15-Oct-2025: added column 'SWI_TOT_625_0_01' at position 59 ('addcol') 15-Oct-2025: copied QA/QC flags from column(s) SWI_MEAN_625_0_01 to column(s) SWI_TOT_625_0_01, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Oct-2025: replaced values matching 'PAR_MEAN_625_0_01 < 0' in column(s) PAR_MEAN_625_0_01 and PAR_MAX_625_0_01 with 0 ('num_replace') 15-Oct-2025: 203 values in 'PAR_MEAN_625_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) PAR_MEAN_625_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: documented flagged and missing values in columns Site, Date, RecNum, LOGGERID, PROGID, BATTERY_INST_0_0_01, BATTERY_V_CHECK, PRECIP_TOT_625_0_04, PRECIP_INST_625_0_02, ORI_SH_AVG, SWE_INST_0_0_01, SWE_CHECK, SNOWDEP_INST_0_0_01, SNOWDEPTH_CHECK, SNOWDEP_QUAL, PAR_MEAN_625_0_01, PAR_MAX_625_0_01, SWI_MEAN_625_0_01, SWI_MAX_625_0_01, TSB_MEAN_625_0_01, PRECIP_INST_455_0_01, ORI_SA_AVG, PUMPVOLTS_Avg, PUMPVOLTS_CHECK, SWI_RUNMN_625_0_01, Year, CEN, CS2MET, DISCTR, PRI, UPL, VAN, CEN_100, CS2MET_100, DISCTR_100, PRI_100, UPL_100, VAN_100, CEN_SS, CS2MET_SS, DISCTR_SS, PRI_SS, UPL_SS, VAN_SS, CEN_SS_3, CS2MET_SS_3, DISCTR_SS_3, PRI_SS_3, VAN_SS_3, CEN_isDaytime, CEN_isNighttime, PRI_isDaytime, PRI_isNighttime, UPL_isDaytime, UPL_isNighttime, VAN_isDaytime, VAN_isNighttime and SWI_TOT_625_0_01 as data set anomalies in the metadata ('add_anomalies') 15-Oct-2025: updated title ('newtitle') 15-Oct-2025: updated 1 metadata fields in the Dataset section(s) ('addmeta') 15-Oct-2025: updated title ('newtitle') 15-Oct-2025: updated 1 metadata fields in the Dataset section(s) ('addmeta') 15-Oct-2025: added column 'PRECIP_TOT_455_0_01' at position 22 ('addcol') 15-Oct-2025: manually added an array of custom flags to 105120 records in column(s) PRECIP_TOT_455_0_01 ('addflags') 15-Oct-2025: locked Q/C flag criteria for column PRECIP_TOT_455_0_01 to prevent automatic evaluation ('flag_locks') 15-Oct-2025: converted values in column(s) PRECIP_TOT_455_0_01 assigned QA/QC flag(s) M (missing value) to NaN/empty, retaining and locking existing flags: 567 records in PRECIP_TOT_455_0_01 ('nullflags') 15-Oct-2025: added column 'PRECIP_TOT_625_0_02' at position 10 ('addcol') 15-Oct-2025: manually added an array of custom flags to 105120 records in column(s) PRECIP_TOT_625_0_02 ('addflags') 15-Oct-2025: locked Q/C flag criteria for column PRECIP_TOT_625_0_02 to prevent automatic evaluation ('flag_locks') 15-Oct-2025: converted values in column(s) PRECIP_TOT_625_0_02 assigned QA/QC flag(s) M (missing value) to NaN/empty, retaining and locking existing flags: 566 records in PRECIP_TOT_625_0_02 ('nullflags') 15-Oct-2025: added column 'PRECIP_ACC_455_0_01' at position 24 ('addcol') 15-Oct-2025: copied QA/QC flags from column(s) PRECIP_TOT_455_0_01 to column(s) PRECIP_ACC_455_0_01, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Oct-2025: added column 'PRECIP_ACC_625_0_02' at position 11 ('addcol') 15-Oct-2025: copied QA/QC flags from column(s) PRECIP_TOT_625_0_02 to column(s) PRECIP_ACC_625_0_02, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Oct-2025: added column 'PRECIP_ACC_625_0_04' at position 9 ('addcol') 15-Oct-2025: copied QA/QC flags from column(s) PRECIP_TOT_625_0_04 to column(s) PRECIP_ACC_625_0_04, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Oct-2025: added column 'SNOWDEP_MED_0_0_01' at position 17 ('addcol') 15-Oct-2025: copied QA/QC flags from column(s) SNOWDEP_INST_0_0_01 to column(s) SNOWDEP_MED_0_0_01, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Oct-2025: added column 'SWE_MED_0_0_01' at position 15 ('addcol') 15-Oct-2025: copied QA/QC flags from column(s) SWE_INST_0_0_01 to column(s) SWE_MED_0_0_01, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Oct-2025: replaced values matching '(Date > datenum('05/07/2024 12:00:00') & Date < datenum('11/16/2024 00:00:00')) (Date > datenum('05/03/2023 21:45:00') & Date < datenum('10/24/2023 00:00:00')) (Date > datenum('05/10/2022 18:50:00') & Date < datenum('10/31/2022 17:00:00')) (Date > datenum('04/09/2021 12:00:00') & Date < datenum('10/07/2021 12:00:00')) (Date > datenum('04/11/2020 12:00:00') & Date < datenum('11/05/2020 12:00:00')) (Date > datenum('04/25/2019 12:00:00') & Date < datenum('11/11/2019 12:00:00')) (Date > datenum('05/02/2018 12:00:00') & Date < datenum('11/16/2018 12:00:00')) (Date > datenum('04/24/2017 12:00:00') & Date < datenum('10/13/2017 12:00:00')) (Date > datenum('04/19/2016 12:00:00') & Date < datenum('11/19/2016 12:00:00')) (Date > datenum('04/22/2015 12:00:00') & Date < datenum('09/31/2015 12:00:00'))' in column(s) SNOWDEP_INST_0_0_01 and SNOWDEP_MED_0_0_01 with 0 ('num_replace') 15-Oct-2025: 52070 values in 'SNOWDEP_INST_0_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: 52070 values in 'SNOWDEP_MED_0_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) SNOWDEP_MED_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: replaced values matching '(Date > datenum('05/07/2024 12:00:00') & Date < datenum('11/16/2024 00:00:00')) (Date > datenum('05/03/2023 21:45:00') & Date < datenum('10/24/2023 00:00:00')) (Date > datenum('05/10/2022 18:50:00') & Date < datenum('10/31/2022 17:00:00')) (Date > datenum('04/09/2021 12:00:00') & Date < datenum('10/07/2021 12:00:00')) (Date > datenum('04/11/2020 12:00:00') & Date < datenum('11/05/2020 12:00:00')) (Date > datenum('04/25/2019 12:00:00') & Date < datenum('11/11/2019 12:00:00')) (Date > datenum('05/02/2018 12:00:00') & Date < datenum('11/16/2018 12:00:00')) (Date > datenum('04/24/2017 12:00:00') & Date < datenum('10/13/2017 12:00:00')) (Date > datenum('04/19/2016 12:00:00') & Date < datenum('11/19/2016 12:00:00')) (Date > datenum('04/22/2015 12:00:00') & Date < datenum('09/31/2015 12:00:00'))' in column(s) SWE_INST_0_0_01 and SWE_MED_0_0_01 with 0 ('num_replace') 15-Oct-2025: 52067 values in 'SWE_INST_0_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) SWE_INST_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: 52070 values in 'SWE_MED_0_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) SWE_MED_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: replaced values matching 'SNOWDEP_MED_0_0_01 < 0' in column(s) SNOWDEP_MED_0_0_01 with 0 ('num_replace') 15-Oct-2025: 127 values in 'SNOWDEP_MED_0_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) SNOWDEP_MED_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: manually added 'Q' flags to 127 records in column(s) SNOWDEP_MED_0_0_01 ('addflags') 15-Oct-2025: replaced values matching 'SWE_MED_0_0_01 < 0' in column(s) SWE_MED_0_0_01 with 0 ('num_replace') 15-Oct-2025: 129 values in 'SWE_MED_0_0_01' were updated with new values ('update_data') 15-Oct-2025: Q/C flagging criteria applied for column(s) SWE_MED_0_0_01, 'flags' field updated ('dataflag') 15-Oct-2025: manually added 'Q' flags to 129 records in column(s) SWE_MED_0_0_01 ('addflags') 15-Oct-2025: deleted columns SNOWDEP_INST_0_0_01, SNOWDEP_QUAL, ORI_SA_AVG, ORI_SH_AVG, SWE_INST_0_0_01, SWE_CHECK, SNOWDEPTH_CHECK, BATTERY_V_CHECK, PUMPVOLTS_Avg and PUMPVOLTS_CHECK from the structure ('deletecols') 15-Oct-2025: deleted columns Year, CEN, CS2MET, DISCTR, PRI, UPL, VAN, CEN_100, CS2MET_100, DISCTR_100, PRI_100, UPL_100, VAN_100, CEN_SS, CS2MET_SS, DISCTR_SS, PRI_SS, UPL_SS, VAN_SS, CEN_SS_3, CS2MET_SS_3, DISCTR_SS_3, PRI_SS_3, VAN_SS_3, CEN_isDaytime, CEN_isNighttime, PRI_isDaytime, PRI_isNighttime, UPL_isDaytime, UPL_isNighttime, VAN_isDaytime and VAN_isNighttime from the structure ('deletecols') 15-Oct-2025: deleted column Date from the structure ('deletecols') 15-Oct-2025: added column 'Date' at position 2 ('addcol') 15-Oct-2025: flags for columns BATTERY_INST_0_0_01, PRECIP_TOT_625_0_04, PRECIP_ACC_625_0_04, PRECIP_INST_625_0_02, PRECIP_TOT_625_0_02, PRECIP_ACC_625_0_02, SWE_MED_0_0_01, SNOWDEP_MED_0_0_01, PAR_MEAN_625_0_01, PAR_MAX_625_0_01, SWI_MEAN_625_0_01, SWI_MAX_625_0_01, TSB_MEAN_625_0_01, PRECIP_INST_455_0_01, PRECIP_TOT_455_0_01, PRECIP_ACC_455_0_01, SWI_RUNMN_625_0_01, Hour and SWI_TOT_625_0_01 converted to data columns, flag codes updated in metadata ('flags2cols') 15-Oct-2025: updated 6 metadata fields in the Data section(s) ('addmeta') 15-Oct-2025: updated 15 metadata fields in the Status, Data sections to reflect attribute metadata ('updatecols') 15-Oct-2025: parsed and formatted metadata ('listmeta') B. Variable Information 1. Variable Name: column 1. Site column 2. Date column 3. RecNum column 4. LOGGERID column 5. PROGID column 6. BATTERY_INST_0_0_01 column 7. Flag_BATTERY_INST_0_0_01 column 8. PRECIP_TOT_625_0_04 column 9. Flag_PRECIP_TOT_625_0_04 column 10. PRECIP_ACC_625_0_04 column 11. Flag_PRECIP_ACC_625_0_04 column 12. PRECIP_INST_625_0_02 column 13. Flag_PRECIP_INST_625_0_02 column 14. PRECIP_TOT_625_0_02 column 15. Flag_PRECIP_TOT_625_0_02 column 16. PRECIP_ACC_625_0_02 column 17. Flag_PRECIP_ACC_625_0_02 column 18. SWE_MED_0_0_01 column 19. Flag_SWE_MED_0_0_01 column 20. SNOWDEP_MED_0_0_01 column 21. Flag_SNOWDEP_MED_0_0_01 column 22. PAR_MEAN_625_0_01 column 23. Flag_PAR_MEAN_625_0_01 column 24. PAR_MAX_625_0_01 column 25. Flag_PAR_MAX_625_0_01 column 26. SWI_MEAN_625_0_01 column 27. Flag_SWI_MEAN_625_0_01 column 28. SWI_MAX_625_0_01 column 29. Flag_SWI_MAX_625_0_01 column 30. TSB_MEAN_625_0_01 column 31. Flag_TSB_MEAN_625_0_01 column 32. PRECIP_INST_455_0_01 column 33. Flag_PRECIP_INST_455_0_01 column 34. PRECIP_TOT_455_0_01 column 35. Flag_PRECIP_TOT_455_0_01 column 36. PRECIP_ACC_455_0_01 column 37. Flag_PRECIP_ACC_455_0_01 column 38. SWI_RUNMN_625_0_01 column 39. Flag_SWI_RUNMN_625_0_01 column 40. Hour column 41. Flag_Hour column 42. SWI_TOT_625_0_01 column 43. Flag_SWI_TOT_625_0_01 2. Variable Definition: column 1. Site code column 2. Round off corrected corrected serial date column 3. RecNum column 4. Logger ID column 5. Program ID of program column 6. Battery supply voltage column 7. QA/QC flags for Battery supply voltage (flagging criteria, where "x" is BATTERY_INST_0_0_01: x<0="I", x<11.5="L", x>16="H", isnan(x)="M", manual) column 8. TR-525USW installed 12/28/2023. See probe_code: PPTCEN04 column 9. QA/QC flags for TR-525USW installed 12/28/2023. See probe_code: PPTCEN04 (flagging criteria, where "x" is PRECIP_TOT_625_0_04: x<0="I", x>18.1="Q", ORI_SH_AVG<3.5="T", isnan(x)="M") column 10. Cumulative sum of total precipitation column 11. QA/QC flags for Cumulative sum of total precipitation (flagging criteria, where "x" is PRECIP_ACC_625_0_04: manual) column 12. Shelter rain gauge column 13. QA/QC flags for Shelter rain gauge (flagging criteria, where "x" is PRECIP_INST_625_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("02/23/2019 15:05:00")&Date<=datenum("03/26/2019 09:00:00")="Q", Date>=datenum("03/16/2019 10:25:00")&Date<=datenum("03/16/2019 12:00:00")="Q", Date>=datenum("10/01/2024 00:05:00")&Date<=datenum("10/01/2024 00:10:00")="Q", manual) column 14. Increment corrected total precipitation column 15. QA/QC flags for Increment corrected total precipitation (flagging criteria, where "x" is PRECIP_TOT_625_0_02: manual) column 16. Cumulative sum of total precipitation column 17. QA/QC flags for Cumulative sum of total precipitation (flagging criteria, where "x" is PRECIP_ACC_625_0_02: manual) column 18. 12 point running median of SWE_INST column 19. QA/QC flags for 12 point running median of SWE_INST (flagging criteria, where "x" is SWE_MED_0_0_01: manual) column 20. 12 point running median of SNOWDEP_INST column 21. QA/QC flags for 12 point running median of SNOWDEP_INST (flagging criteria, where "x" is SNOWDEP_MED_0_0_01: manual) column 22. PAR_AVG column 23. QA/QC flags for PAR_AVG (flagging criteria, where "x" is PAR_MEAN_625_0_01: x<-5="I", x<-2="Q", x>3000="I", x>2230="Q", isnan(x)="M", flag_daterange(Date,{"08/21/2023 15:00:00","08/26/2023 23:55:00"})="Q") column 24. PAR_MAX column 25. QA/QC flags for PAR_MAX (flagging criteria, where "x" is PAR_MAX_625_0_01: x<0="I", x>10000="I", x>2000="Q", isnan(x)="M", flag_daterange(Date,{"08/21/2023 15:00:00","08/26/2023 23:55:00"})="Q") column 26. Incoming shortwave radiation measured by a CS320 Digital Thermopile Pyranometer (installed 20200701) column 27. QA/QC flags for Incoming shortwave radiation measured by a CS320 Digital Thermopile Pyranometer (installed 20200701) (flagging criteria, where "x" is SWI_MEAN_625_0_01: isnan(x)="M", Date>=datenum("09/18/2018 14:52:00")&Date<=datenum("09/18/2018 14:57:00")="Q", flag_daterange(Date,{"08/21/2023 15:00:00","08/26/2023 23:55:00"})="Q", flag_daterange(Date,{"05/18/2024 23:00:00","05/21/2024 21:30:00"})="Q", flag_daterange(Date,{"11/13/2024 00:00:00","12/05/2024 00:00:00"})="Q", flag_daterange(Date,{"06/06/2024 00:05:00","06/15/2024 00:00:00"})="I", manual) column 28. Max incoming shortwave radiation measured by a CS320 Digital Thermopile Pyranometer (installed 20200701) column 29. QA/QC flags for Max incoming shortwave radiation measured by a CS320 Digital Thermopile Pyranometer (installed 20200701) (flagging criteria, where "x" is SWI_MAX_625_0_01: isnan(x)="M", Date>=datenum("09/18/2018 14:52:00")&Date<=datenum("09/18/2018 14:57:00")="Q", flag_daterange(Date,{"08/21/2023 15:00:00","08/26/2023 23:55:00"})="Q") column 30. Internal temperature sensor CS320 column 31. QA/QC flags for Internal temperature sensor CS320 (flagging criteria, where "x" is TSB_MEAN_625_0_01: isnan(x)="M", x<-50="I", x>60="I") column 32. Stand alone rain gauge column 33. QA/QC flags for Stand alone rain gauge (flagging criteria, where "x" is PRECIP_INST_455_0_01: x<=0="I", x>1200="I", ORI_SA_AVG<3.5="T", flag_valuechange(x,100,25,1)="R", isnan(x)="M", Date>=datenum("12/31/2015 09:00:00")&Date<=datenum("01/22/2016 11:35:00")="I", Date>=datenum("12/18/2018 02:30:00")&Date<=datenum("12/25/2018 09:20:00")="M", Date>=datenum("02/12/2019 17:45:00")&Date<=datenum("02/21/2019 17:30:00")="I", Date>=datenum("04/06/2019 10:00:00")&Date<=datenum("04/16/2019 12:00:00")="I", Date>=datenum("09/07/2019 19:00:00")&Date<=datenum("09/08/2019 13:15:00")="Q", Date>=datenum("09/17/2019 15:30:00")&Date<=datenum("09/17/2019 15:45:00")="I", Date>=datenum("06/24/2020 08:00:00")&Date<=datenum("06/30/2020 17:00:00")="I", Date>=datenum("10/07/2021 13:00:00")&Date<=datenum("10/12/2021 17:00:00")="I", Date>=datenum("10/01/2024 00:05:00")&Date<=datenum("10/01/2024 00:10:00")="Q", manual) column 34. Increment corrected total precipitation column 35. QA/QC flags for Increment corrected total precipitation (flagging criteria, where "x" is PRECIP_TOT_455_0_01: manual) column 36. Cumulative sum of total precipitation column 37. QA/QC flags for Cumulative sum of total precipitation (flagging criteria, where "x" is PRECIP_ACC_455_0_01: manual) column 38. 7-point running mean column 39. QA/QC flags for 7-point running mean (flagging criteria, where "x" is SWI_RUNMN_625_0_01: ) column 40. Hour of day column 41. QA/QC flags for Hour of day (flagging criteria, where "x" is Hour: ) column 42. Calculated total radiative energy. MJ/m2 = val_in_watts * number_seconds_in_period / 1000000 column 43. QA/QC flags for Calculated total radiative energy. MJ/m2 = val_in_watts * number_seconds_in_period / 1000000 (flagging criteria, where "x" is SWI_TOT_625_0_01: manual) 3. Units of Measurement: column 1. column 2. yyyy-MM-dd HH:mm:ss column 3. count column 4. none column 5. none column 6. volts column 7. none column 8. mm column 9. none column 10. mm column 11. none column 12. mm column 13. none column 14. mm column 15. none column 16. mm column 17. none column 18. mm column 19. none column 20. mm column 21. none column 22. µmol/(m2*s) column 23. none column 24. µmol/(m2*s) column 25. none column 26. w m-2 column 27. none column 28. w m-2 column 29. none column 30. deg c column 31. none column 32. mm column 33. none column 34. mm column 35. none column 36. mm column 37. none column 38. W m-2 column 39. none column 40. column 41. none column 42. MJ/m2 column 43. none 4. Data Type a. Storage Type: column 1. string column 2. string column 3. integer column 4. integer column 5. floating-point column 6. floating-point column 7. string column 8. floating-point column 9. string column 10. floating-point column 11. string column 12. floating-point column 13. string column 14. floating-point column 15. string column 16. floating-point column 17. string column 18. floating-point column 19. string column 20. floating-point column 21. string column 22. floating-point column 23. string column 24. floating-point column 25. string column 26. floating-point column 27. string column 28. floating-point column 29. string column 30. floating-point column 31. string column 32. floating-point column 33. string column 34. floating-point column 35. string column 36. floating-point column 37. string column 38. floating-point column 39. string column 40. floating-point column 41. string column 42. floating-point column 43. string b. Variable Codes: Flag_BATTERY_INST_0_0_01: M = missing value Flag_PRECIP_TOT_625_0_04: M = missing value, T = hardware malfunction (eg. heater) Flag_PRECIP_ACC_625_0_04: M = missing value, T = hardware malfunction (eg. heater) Flag_PRECIP_INST_625_0_02: M = missing value, R = unspecified, T = hardware malfunction (eg. heater) Flag_PRECIP_TOT_625_0_02: M = missing value, R = unspecified, W = unspecified Flag_PRECIP_ACC_625_0_02: M = missing value, R = unspecified, W = unspecified Flag_SWE_MED_0_0_01: M = missing value, Q = questionable value Flag_SNOWDEP_MED_0_0_01: M = missing value, Q = questionable value Flag_PAR_MEAN_625_0_01: M = missing value, Q = questionable value Flag_PAR_MAX_625_0_01: M = missing value, Q = questionable value Flag_SWI_MEAN_625_0_01: 2 = Questionable low daytime value (SWI < 20.0 W/m² AND TSB < 1.4 °C) - possible snow/frost, 4 = Questionable positive value at night, M = missing value, Q = questionable value Flag_SWI_MAX_625_0_01: M = missing value, Q = questionable value Flag_TSB_MEAN_625_0_01: M = missing value Flag_PRECIP_INST_455_0_01: M = missing value, R = unspecified Flag_PRECIP_TOT_455_0_01: J = unspecified, M = missing value, R = unspecified, W = unspecified Flag_PRECIP_ACC_455_0_01: J = unspecified, M = missing value, R = unspecified, W = unspecified Flag_SWI_TOT_625_0_01: 2 = Questionable low daytime value (SWI < 20.0 W/m² AND TSB < 1.4 °C) - possible snow/frost, 4 = Questionable positive value at night, M = missing value, Q = questionable value c. Numeric Range: column 1. (none) column 2. (none) column 3. 0 to 51826 column 4. 234 to 234 column 5. 0 to 31316 column 6. 12.28 to 15.21 column 7. (none) column 8. (none) column 9. (none) column 10. 0 to 0 column 11. (none) column 12. 16.61 to 313.9 column 13. (none) column 14. 0 to 2.27 column 15. (none) column 16. 0 to 1438.44 column 17. (none) column 18. 0 to 449.65 column 19. (none) column 20. 0 to 1459.5 column 21. (none) column 22. 0 to 1899 column 23. (none) column 24. 0 to 2270 column 25. (none) column 26. 0 to 1289 column 27. (none) column 28. 0 to 1540 column 29. (none) column 30. -11.6 to 45.04 column 31. (none) column 32. 9.48 to 352.2 column 33. (none) column 34. 0 to 4.4 column 35. (none) column 36. 0 to 1612.9801 column 37. (none) column 38. 0 to 1157 column 39. (none) column 40. 0 to 23 column 41. (none) column 42. 0 to 0.3867 column 43. (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. numerical column 7. text column 8. numerical column 9. text column 10. numerical column 11. text column 12. numerical column 13. text column 14. numerical column 15. text column 16. numerical column 17. text column 18. numerical column 19. text column 20. numerical column 21. text column 22. numerical column 23. text column 24. numerical column 25. text column 26. numerical column 27. text column 28. numerical column 29. text column 30. numerical column 31. text column 32. numerical column 33. text column 34. numerical column 35. text column 36. numerical column 37. text column 38. numerical column 39. text column 40. numerical column 41. text column 42. numerical column 43. text b. Number of Columns: 43 c. Decimal Places: column 1. 0 column 2. 0 column 3. 0 column 4. 0 column 5. 1 column 6. 3 column 7. 0 column 8. 4 column 9. 0 column 10. 2 column 11. 0 column 12. 2 column 13. 0 column 14. 2 column 15. 0 column 16. 2 column 17. 0 column 18. 2 column 19. 0 column 20. 2 column 21. 0 column 22. 2 column 23. 0 column 24. 1 column 25. 0 column 26. 4 column 27. 0 column 28. 4 column 29. 0 column 30. 2 column 31. 0 column 32. 3 column 33. 0 column 34. 2 column 35. 0 column 36. 2 column 37. 0 column 38. 2 column 39. 0 column 40. 0 column 41. 0 column 42. 3 column 43. 0 6. Logical Variable Type: column 1. nominal (none) column 2. datetime (none) column 3. nominal (discrete) column 4. nominal (discrete) column 5. nominal (continuous) column 6. data (continuous) column 7. coded value (none) column 8. data (continuous) column 9. coded value (none) column 10. data (continuous) column 11. coded value (none) column 12. data (continuous) column 13. coded value (none) column 14. data (continuous) column 15. coded value (none) column 16. data (continuous) column 17. coded value (none) column 18. data (continuous) column 19. coded value (none) column 20. data (continuous) column 21. coded value (none) column 22. data (continuous) column 23. coded value (none) column 24. data (continuous) column 25. coded value (none) column 26. data (continuous) column 27. coded value (none) column 28. data (continuous) column 29. coded value (none) column 30. data (continuous) column 31. coded value (none) column 32. data (continuous) column 33. coded value (none) column 34. data (continuous) column 35. coded value (none) column 36. data (continuous) column 37. coded value (none) column 38. data (continuous) column 39. coded value (none) column 40. calculation (discrete) column 41. coded value (none) column 42. calculation (continuous) column 43. coded value (none) 7. Flagging Criteria: column 1. manually-assigned flags column 2. none column 3. x<0="I";isnan(x)="M";manually-assigned flags column 4. flag_notinarray(x,[225,233,234])="I";isnan(x)="M";manually-assigned flags column 5. flag_valuechange(x,0.1,0.1,1)="P";isnan(x)="M" column 6. x<0="I";x<11.5="L";x>16="H";isnan(x)="M";manually-assigned flags column 7. none column 8. x<0="I";x>18.1="Q";col_ORI_SH_AVG<3.5="T";isnan(x)="M" column 9. none column 10. manually-assigned flags column 11. none column 12. 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("02/23/2019 15:05:00")&col_Date<=datenum("03/26/2019 09:00:00")="Q";col_Date>=datenum("03/16/2019 10:25:00")&col_Date<=datenum("03/16/2019 12:00:00")="Q";col_Date>=datenum("10/01/2024 00:05:00")&col_Date<=datenum("10/01/2024 00:10:00")="Q";manually-assigned flags column 13. none column 14. manually-assigned flags column 15. none column 16. manually-assigned flags column 17. none column 18. manually-assigned flags column 19. none column 20. manually-assigned flags column 21. none column 22. x<-5="I";x<-2="Q";x>3000="I";x>2230="Q";isnan(x)="M";flag_daterange(col_Date,{"08/21/202 3 15:00:00","08/26/2023 23:55:00"})="Q" column 23. none column 24. x<0="I";x>10000="I";x>2000="Q";isnan(x)="M";flag_daterange(col_Date,{"08/21/2023 15:00:00","08/26/2023 23:55:00"})="Q" column 25. none column 26. isnan(x)="M";col_Date>=datenum("09/18/2018 14:52:00")&col_Date<=datenum("09/18/2018 14:57:00")="Q";flag_daterange(col_Date,{"08/21/2023 15:00:00","08/26/2023 23:55:00"})="Q";flag_daterange(col_Date,{"05/18/2024 23:00:00","05/21/2024 21:30:00"})="Q";flag_daterange(col_Date,{"11/13/2024 00:00:00","12/05/2024 00:00:00"})="Q";flag_daterange(col_Date,{"06/06/2024 00:05:00","06/15/2024 00:00:00"})="I";manually-assigned flags column 27. none column 28. isnan(x)="M";col_Date>=datenum("09/18/2018 14:52:00")&col_Date<=datenum("09/18/2018 14:57:00")="Q";flag_daterange(col_Date,{"08/21/2023 15:00:00","08/26/2023 23:55:00"})="Q" column 29. none column 30. isnan(x)="M";x<-50="I";x>60="I" column 31. none column 32. x<=0="I";x>1200="I";col_ORI_SA_AVG<3.5="T";flag_valuechange(x,100,25,1)="R";isnan(x)="M" ;col_Date>=datenum("12/31/2015 09:00:00")&col_Date<=datenum("01/22/2016 11:35:00")="I";col_Date>=datenum("12/18/2018 02:30:00")&col_Date<=datenum("12/25/2018 09:20:00")="M";col_Date>=datenum("02/12/2019 17:45:00")&col_Date<=datenum("02/21/2019 17:30:00")="I";col_Date>=datenum("04/06/2019 10:00:00")&col_Date<=datenum("04/16/2019 12:00:00")="I";col_Date>=datenum("09/07/2019 19:00:00")&col_Date<=datenum("09/08/2019 13:15:00")="Q";col_Date>=datenum("09/17/2019 15:30:00")&col_Date<=datenum("09/17/2019 15:45:00")="I";col_Date>=datenum("06/24/2020 08:00:00")&col_Date<=datenum("06/30/2020 17:00:00")="I";col_Date>=datenum("10/07/2021 13:00:00")&col_Date<=datenum("10/12/2021 17:00:00")="I";col_Date>=datenum("10/01/2024 00:05:00")&col_Date<=datenum("10/01/2024 00:10:00")="Q";manually-assigned flags column 33. none column 34. manually-assigned flags column 35. none column 36. manually-assigned flags column 37. none column 38. none column 39. none column 40. none column 41. none column 42. manually-assigned flags column 43. 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': 3 records in PRECIP_INST_625_0_02, 21335 records in SWE_INST_0_0_01, 7914 records in SNOWDEP_INST_0_0_01, 3 records in PRECIP_INST_455_0_01. Values of 562 records in Site were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in Date were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in RecNum were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in RecNum are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in LOGGERID were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in PROGID were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 7 records in PROGID were flagged as P (undefined flag) for dates: 12/21/2022, 01/26/2023, 07/26/2023. Values of 560 records in PROGID are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/25/2023-07/26/2023. Values of 562 records in BATTERY_INST_0_0_01 were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in BATTERY_INST_0_0_01 are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in BATTERY_V_CHECK were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 105115 records in BATTERY_V_CHECK are missing for dates: 10/01/2022-02/23/2023, 02/23/2023-03/22/2023, 03/22/2023-04/21/2023, 04/21/2023-07/25/2023, 07/25/2023-08/08/2023, 08/08/2023-10/01/2023. Values of 105069 records in PRECIP_TOT_625_0_04 were flagged as M (missing value) for dates: 10/01/2022-11/17/2022, 11/17/2022-11/18/2022, 11/18/2022-12/03/2022, 12/03/2022-12/21/2022, 12/21/2022-01/03/2023, 01/03/2023-01/26/2023, 01/26/2023-01/29/2023, 01/29/2023-02/24/2023, 02/24/2023-07/26/2023, 07/26/2023-10/01/2023. Values of 51 records in PRECIP_TOT_625_0_04 were flagged as T (hardware malfunction (eg. heater)) for dates: 11/17/2022, 11/18/2022, 12/03/2022, 12/21/2022, 01/03/2023, 01/26/2023, 01/29/2023, 02/24/2023, 07/26/2023. Values of 105120 records in PRECIP_TOT_625_0_04 are missing for dates: 10/01/2022-10/01/2023. Values of 565 records in PRECIP_INST_625_0_02 were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 5 records in PRECIP_INST_625_0_02 were flagged as R (undefined flag) for dates: 11/09/2022, 12/21/2022, 03/22/2023, 04/21/2023, 07/26/2023. Values of 48 records in PRECIP_INST_625_0_02 were flagged as T (hardware malfunction (eg. heater)) for dates: 11/17/2022, 11/18/2022, 12/03/2022, 01/03/2023, 01/29/2023, 02/24/2023. Values of 565 records in PRECIP_INST_625_0_02 are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in ORI_SH_AVG were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 51 records in ORI_SH_AVG were flagged as T (hardware malfunction (eg. heater)) for dates: 11/17/2022, 11/18/2022, 12/03/2022, 12/21/2022, 01/03/2023, 01/26/2023, 01/29/2023, 02/24/2023, 07/26/2023. Values of 562 records in ORI_SH_AVG are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 21897 records in SWE_INST_0_0_01 were flagged as M (missing value) for dates: 10/07/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 21897 records in SWE_INST_0_0_01 are missing for dates: 10/07/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in SWE_CHECK were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 105112 records in SWE_CHECK are missing for dates: 10/01/2022-01/26/2023, 01/26/2023-02/23/2023, 02/23/2023-03/22/2023, 03/22/2023-04/21/2023, 04/21/2023-06/28/2023, 06/28/2023-07/25/2023, 07/25/2023-07/26/2023, 07/26/2023-08/08/2023, 08/08/2023-10/01/2023. Values of 8476 records in SNOWDEP_INST_0_0_01 were flagged as M (missing value) for dates: 10/01/2022, 10/02/2022, 10/03/2022, 10/04/2022, 10/05/2022, 10/06/2022, 10/07/2022, 10/07/2022-10/30/2022, 11/01/2022, 11/04/2022, 11/07/2022, 11/28/2022, 12/01/2022, 12/01/2022-12/02/2022, 12/04/2022, 12/09/2022, 12/11/2022, 12/12/2022, 12/16/2022, 12/19/2022, 12/20/2022-12/21/2022, 12/24/2022, 12/25/2022, 01/18/2023, 01/26/2023, 01/28/2023, 02/13/2023, 02/14/2023, 02/26/2023, 02/27/2023, 02/28/2023, 03/03/2023, 03/08/2023, 03/11/2023, 03/14/2023, 03/24/2023, 03/27/2023, 03/31/2023, 04/03/2023, 04/11/2023, 04/12/2023, 06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 06/11/2023, 06/12/2023, 06/13/2023, 06/14/2023, 06/15/2023, 06/16/2023, 06/17/2023, 06/18/2023, 06/19/2023, 06/20/2023, 06/21/2023, 06/22/2023, 06/23/2023, 06/24/2023, 06/25/2023, 06/26/2023, 06/28/2023, 06/29/2023, 06/30/2023, 07/01/2023, 07/02/2023, 07/03/2023, 07/04/2023, 07/05/2023, 07/06/2023, 07/07/2023, 07/08/2023, 07/09/2023, 07/10/2023, 07/11/2023, 07/12/2023, 07/13/2023, 07/14/2023, 07/15/2023, 07/16/2023, 07/17/2023, 07/18/2023, 07/19/2023, 07/20/2023, 07/21/2023, 07/22/2023, 07/23/2023, 07/24/2023, 07/25/2023, 07/25/2023-07/26/2023, 07/27/2023, 07/28/2023, 07/29/2023, 07/30/2023, 07/31/2023, 08/01/2023, 08/02/2023, 08/03/2023, 08/04/2023, 08/05/2023, 08/06/2023, 08/07/2023, 08/08/2023, 08/09/2023, 08/10/2023, 08/11/2023, 08/12/2023, 08/13/2023, 08/14/2023, 08/15/2023, 08/16/2023, 08/17/2023, 08/18/2023, 08/21/2023, 08/22/2023, 08/23/2023, 08/26/2023, 08/29/2023, 08/30/2023, 08/31/2023, 09/01/2023, 09/04/2023, 09/05/2023, 09/08/2023, 09/10/2023, 09/11/2023, 09/13/2023, 09/14/2023, 09/15/2023, 09/16/2023, 09/17/2023, 09/18/2023, 09/19/2023, 09/20/2023, 09/21/2023, 09/22/2023, 09/23/2023, 09/24/2023, 09/25/2023, 09/26/2023, 09/27/2023, 09/28/2023, 09/30/2023. Values of 7912 records in SNOWDEP_INST_0_0_01 were flagged as Q (questionable value) for dates: 10/01/2022, 10/02/2022, 10/03/2022, 10/04/2022, 10/05/2022, 10/06/2022, 10/07/2022, 10/30/2022, 10/31/2022, 11/01/2022, 11/02/2022, 11/02/2022-11/03/2022, 11/04/2022, 11/05/2022, 11/06/2022, 11/07/2022, 11/08/2022, 11/21/2022, 11/23/2022, 11/25/2022, 11/26/2022, 11/27/2022, 11/28/2022, 11/29/2022, 11/30/2022, 12/01/2022, 12/02/2022, 12/03/2022, 12/04/2022, 12/08/2022, 12/09/2022, 12/11/2022, 12/12/2022, 12/14/2022, 12/15/2022, 12/16/2022, 12/17/2022, 12/18/2022, 12/19/2022, 12/20/2022, 12/23/2022, 12/24/2022, 12/25/2022, 12/26/2022, 12/27/2022, 12/28/2022, 12/29/2022, 12/30/2022, 01/02/2023, 01/03/2023, 01/05/2023, 01/10/2023, 01/13/2023, 01/14/2023, 01/15/2023, 01/17/2023, 01/17/2023-01/18/2023, 01/19/2023, 01/20/2023, 01/21/2023, 01/22/2023, 01/24/2023, 01/25/2023, 01/27/2023, 01/28/2023, 01/30/2023, 02/03/2023, 02/04/2023, 02/05/2023, 02/13/2023, 02/14/2023, 02/15/2023, 02/21/2023, 02/22/2023, 02/23/2023, 02/26/2023, 02/27/2023, 02/28/2023, 03/01/2023, 03/02/2023, 03/03/2023, 03/04/2023, 03/05/2023, 03/06/2023, 03/06/2023-03/07/2023, 03/08/2023, 03/09/2023, 03/10/2023, 03/11/2023, 03/13/2023, 03/14/2023, 03/15/2023, 03/20/2023, 03/23/2023, 03/24/2023, 03/25/2023, 03/26/2023, 03/27/2023, 03/28/2023, 03/29/2023, 03/31/2023, 04/01/2023, 04/02/2023, 04/03/2023, 04/03/2023-04/04/2023, 04/06/2023, 04/11/2023, 04/12/2023, 04/17/2023, 04/18/2023, 04/19/2023, 04/20/2023, 05/01/2023, 05/18/2023, 05/23/2023, 05/26/2023, 05/27/2023, 05/28/2023, 05/29/2023, 05/30/2023, 05/31/2023, 06/02/2023, 06/03/2023, 06/04/2023, 06/05/2023, 06/06/2023, 06/07/2023, 06/08/2023, 06/08/2023-06/09/2023, 06/10/2023, 06/11/2023, 06/12/2023, 06/13/2023, 06/14/2023, 06/15/2023, 06/16/2023, 06/17/2023, 06/18/2023, 06/19/2023, 06/20/2023, 06/21/2023, 06/22/2023, 06/23/2023, 06/24/2023, 06/25/2023, 06/26/2023, 06/27/2023, 06/28/2023, 06/29/2023, 06/30/2023, 07/01/2023, 07/02/2023, 07/03/2023, 07/04/2023, 07/05/2023, 07/06/2023, 07/07/2023, 07/08/2023, 07/09/2023, 07/10/2023, 07/11/2023, 07/12/2023, 07/13/2023, 07/13/2023-07/14/2023, 07/15/2023, 07/16/2023, 07/17/2023, 07/18/2023, 07/19/2023, 07/20/2023, 07/21/2023, 07/22/2023, 07/23/2023, 07/24/2023, 07/25/2023, 07/26/2023, 07/27/2023, 07/28/2023, 07/29/2023, 07/30/2023, 07/31/2023, 08/01/2023, 08/02/2023, 08/03/2023, 08/04/2023, 08/05/2023, 08/05/2023-08/06/2023, 08/07/2023, 08/08/2023, 08/09/2023, 08/10/2023, 08/11/2023, 08/12/2023, 08/13/2023, 08/14/2023, 08/15/2023, 08/16/2023, 08/17/2023, 08/18/2023, 08/19/2023, 08/20/2023, 08/21/2023, 08/22/2023, 08/23/2023, 08/24/2023, 08/25/2023, 08/26/2023, 08/27/2023, 08/28/2023, 08/28/2023-08/29/2023, 08/30/2023, 08/31/2023, 09/01/2023, 09/02/2023, 09/03/2023, 09/04/2023, 09/05/2023, 09/06/2023, 09/07/2023, 09/08/2023, 09/09/2023, 09/09/2023-09/10/2023, 09/11/2023, 09/12/2023, 09/13/2023, 09/14/2023, 09/15/2023, 09/15/2023-09/16/2023, 09/17/2023, 09/18/2023, 09/19/2023, 09/20/2023, 09/21/2023, 09/22/2023, 09/23/2023, 09/24/2023, 09/25/2023, 09/26/2023, 09/27/2023, 09/28/2023, 09/29/2023, 09/30/2023. Values of 8476 records in SNOWDEP_INST_0_0_01 are missing for dates: 10/01/2022, 10/02/2022, 10/03/2022, 10/04/2022, 10/05/2022, 10/06/2022, 10/07/2022, 10/07/2022-10/30/2022, 11/01/2022, 11/04/2022, 11/07/2022, 11/28/2022, 12/01/2022, 12/01/2022-12/02/2022, 12/04/2022, 12/09/2022, 12/11/2022, 12/12/2022, 12/16/2022, 12/19/2022, 12/20/2022-12/21/2022, 12/24/2022, 12/25/2022, 01/18/2023, 01/26/2023, 01/28/2023, 02/13/2023, 02/14/2023, 02/26/2023, 02/27/2023, 02/28/2023, 03/03/2023, 03/08/2023, 03/11/2023, 03/14/2023, 03/24/2023, 03/27/2023, 03/31/2023, 04/03/2023, 04/11/2023, 04/12/2023, 06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 06/11/2023, 06/12/2023, 06/13/2023, 06/14/2023, 06/15/2023, 06/16/2023, 06/17/2023, 06/18/2023, 06/19/2023, 06/20/2023, 06/21/2023, 06/22/2023, 06/23/2023, 06/24/2023, 06/25/2023, 06/26/2023, 06/28/2023, 06/29/2023, 06/30/2023, 07/01/2023, 07/02/2023, 07/03/2023, 07/04/2023, 07/05/2023, 07/06/2023, 07/07/2023, 07/08/2023, 07/09/2023, 07/10/2023, 07/11/2023, 07/12/2023, 07/13/2023, 07/14/2023, 07/15/2023, 07/16/2023, 07/17/2023, 07/18/2023, 07/19/2023, 07/20/2023, 07/21/2023, 07/22/2023, 07/23/2023, 07/24/2023, 07/25/2023, 07/25/2023-07/26/2023, 07/27/2023, 07/28/2023, 07/29/2023, 07/30/2023, 07/31/2023, 08/01/2023, 08/02/2023, 08/03/2023, 08/04/2023, 08/05/2023, 08/06/2023, 08/07/2023, 08/08/2023, 08/09/2023, 08/10/2023, 08/11/2023, 08/12/2023, 08/13/2023, 08/14/2023, 08/15/2023, 08/16/2023, 08/17/2023, 08/18/2023, 08/21/2023, 08/22/2023, 08/23/2023, 08/26/2023, 08/29/2023, 08/30/2023, 08/31/2023, 09/01/2023, 09/04/2023, 09/05/2023, 09/08/2023, 09/10/2023, 09/11/2023, 09/13/2023, 09/14/2023, 09/15/2023, 09/16/2023, 09/17/2023, 09/18/2023, 09/19/2023, 09/20/2023, 09/21/2023, 09/22/2023, 09/23/2023, 09/24/2023, 09/25/2023, 09/26/2023, 09/27/2023, 09/28/2023, 09/30/2023. Values of 562 records in SNOWDEPTH_CHECK were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 105111 records in SNOWDEPTH_CHECK are missing for dates: 10/01/2022-12/21/2022, 12/21/2022-01/26/2023, 01/26/2023-02/23/2023, 02/23/2023-03/22/2023, 03/22/2023-04/21/2023, 04/21/2023-06/28/2023, 06/28/2023-07/25/2023, 07/25/2023-07/26/2023, 07/26/2023-08/08/2023, 08/08/2023-10/01/2023. Values of 562 records in SNOWDEP_QUAL were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in SNOWDEP_QUAL are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in PAR_MEAN_625_0_01 were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 1548 records in PAR_MEAN_625_0_01 were flagged as Q (questionable value) for dates: 08/21/2023-08/26/2023. Values of 562 records in PAR_MEAN_625_0_01 are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in PAR_MAX_625_0_01 were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 1565 records in PAR_MAX_625_0_01 were flagged as Q (questionable value) for dates: 04/02/2023, 04/04/2023, 04/11/2023, 05/21/2023, 05/27/2023, 06/17/2023, 06/18/2023, 06/19/2023, 06/20/2023, 08/21/2023-08/26/2023. Values of 562 records in PAR_MAX_625_0_01 are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 209 records in SWI_MEAN_625_0_01 were flagged as 2 (Questionable low daytime value (SWI < 20.0 W/m² AND TSB < 1.4 °C) - possible snow/frost) for dates: 11/01/2022, 11/02/2022, 11/06/2022, 11/09/2022, 11/15/2022, 11/18/2022, 11/19/2022, 11/30/2022, 12/04/2022, 12/07/2022, 12/08/2022, 12/09/2022, 12/11/2022, 12/15/2022, 12/17/2022, 12/27/2022, 01/15/2023, 01/18/2023, 01/20/2023, 01/21/2023, 01/29/2023, 01/30/2023, 02/08/2023, 02/13/2023, 02/17/2023, 02/23/2023, 03/01/2023, 03/04/2023, 03/09/2023, 03/10/2023, 03/13/2023, 03/23/2023, 03/28/2023, 04/02/2023, 04/18/2023, 04/19/2023. Values of 4 records in SWI_MEAN_625_0_01 were flagged as 4 (Questionable positive value at night) for dates: 12/24/2022, 12/26/2022. Values of 1310 records in SWI_MEAN_625_0_01 were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 05/25/2023, 05/30/2023, 06/02/2023, 06/03/2023, 06/04/2023, 06/05/2023, 06/05/2023-06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 1775 records in SWI_MEAN_625_0_01 were flagged as Q (questionable value) for dates: 11/09/2022, 11/21/2022, 11/26/2022, 12/18/2022, 03/26/2023, 04/04/2023, 04/14/2023, 04/18/2023, 04/30/2023, 05/02/2023, 05/07/2023, 05/09/2023, 05/10/2023, 05/11/2023, 05/13/2023, 05/15/2023, 05/16/2023, 05/19/2023, 05/22/2023, 05/23/2023, 05/25/2023, 05/26/2023, 05/27/2023, 05/31/2023, 06/10/2023, 06/12/2023, 06/13/2023, 06/15/2023, 06/19/2023, 06/20/2023, 06/21/2023, 06/22/2023, 06/23/2023, 06/26/2023, 06/27/2023, 08/04/2023, 08/05/2023, 08/21/2023-08/26/2023. Values of 1310 records in SWI_MEAN_625_0_01 are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 05/25/2023, 05/30/2023, 06/02/2023, 06/03/2023, 06/04/2023, 06/05/2023, 06/05/2023-06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 1310 records in SWI_MAX_625_0_01 were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 05/25/2023, 05/30/2023, 06/02/2023, 06/03/2023, 06/04/2023, 06/05/2023, 06/05/2023-06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 1548 records in SWI_MAX_625_0_01 were flagged as Q (questionable value) for dates: 08/21/2023-08/26/2023. Values of 1310 records in SWI_MAX_625_0_01 are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 05/25/2023, 05/30/2023, 06/02/2023, 06/03/2023, 06/04/2023, 06/05/2023, 06/05/2023-06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 1570 records in TSB_MEAN_625_0_01 were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/25/2023-01/26/2023, 05/25/2023, 05/30/2023, 06/02/2023, 06/03/2023, 06/04/2023, 06/05/2023, 06/05/2023-06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 1570 records in TSB_MEAN_625_0_01 are missing for dates: 12/20/2022-12/21/2022, 01/25/2023-01/26/2023, 05/25/2023, 05/30/2023, 06/02/2023, 06/03/2023, 06/04/2023, 06/05/2023, 06/05/2023-06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 565 records in PRECIP_INST_455_0_01 were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 6 records in PRECIP_INST_455_0_01 were flagged as R (undefined flag) for dates: 10/30/2022, 11/09/2022, 02/23/2023, 03/22/2023, 04/21/2023, 07/26/2023. Values of 565 records in PRECIP_INST_455_0_01 are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 563 records in ORI_SA_AVG were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 06/28/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 563 records in ORI_SA_AVG are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 06/28/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in PUMPVOLTS_Avg were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 563 records in PUMPVOLTS_Avg are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 06/28/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 562 records in PUMPVOLTS_CHECK were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 105119 records in PUMPVOLTS_CHECK are missing for dates: 10/01/2022-03/22/2023, 03/22/2023-10/01/2023. Values of 1584 records in SWI_RUNMN_625_0_01 are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 05/25/2023, 05/30/2023, 06/02/2023, 06/03/2023, 06/04/2023, 06/05/2023-06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 11 records in Year are missing for date 12/31/2022. Values of 36 records in CEN are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in CS2MET are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in DISCTR are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in PRI are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in UPL are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in VAN are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in CEN_100 are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in CS2MET_100 are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in DISCTR_100 are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in PRI_100 are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in UPL_100 are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in VAN_100 are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in CEN_SS are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in CS2MET_SS are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in DISCTR_SS are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in PRI_SS are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in UPL_SS are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in VAN_SS are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in CEN_SS_3 are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in CS2MET_SS_3 are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in DISCTR_SS_3 are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in PRI_SS_3 are missing for dates: 12/31/2022, 02/28/2023. Values of 36 records in VAN_SS_3 are missing for dates: 12/31/2022, 02/28/2023. Values of 11 records in CEN_isDaytime are missing for date 12/31/2022. Values of 11 records in CEN_isNighttime are missing for date 12/31/2022. Values of 11 records in PRI_isDaytime are missing for date 12/31/2022. Values of 11 records in PRI_isNighttime are missing for date 12/31/2022. Values of 11 records in UPL_isDaytime are missing for date 12/31/2022. Values of 11 records in UPL_isNighttime are missing for date 12/31/2022. Values of 11 records in VAN_isDaytime are missing for date 12/31/2022. Values of 11 records in VAN_isNighttime are missing for date 12/31/2022. Values of 209 records in SWI_TOT_625_0_01 were flagged as 2 (Questionable low daytime value (SWI < 20.0 W/m² AND TSB < 1.4 °C) - possible snow/frost) for dates: 11/01/2022, 11/02/2022, 11/06/2022, 11/09/2022, 11/15/2022, 11/18/2022, 11/19/2022, 11/30/2022, 12/04/2022, 12/07/2022, 12/08/2022, 12/09/2022, 12/11/2022, 12/15/2022, 12/17/2022, 12/27/2022, 01/15/2023, 01/18/2023, 01/20/2023, 01/21/2023, 01/29/2023, 01/30/2023, 02/08/2023, 02/13/2023, 02/17/2023, 02/23/2023, 03/01/2023, 03/04/2023, 03/09/2023, 03/10/2023, 03/13/2023, 03/23/2023, 03/28/2023, 04/02/2023, 04/18/2023, 04/19/2023. Values of 4 records in SWI_TOT_625_0_01 were flagged as 4 (Questionable positive value at night) for dates: 12/24/2022, 12/26/2022. Values of 1310 records in SWI_TOT_625_0_01 were flagged as M (missing value) for dates: 12/20/2022-12/21/2022, 01/26/2023, 05/25/2023, 05/30/2023, 06/02/2023, 06/03/2023, 06/04/2023, 06/05/2023, 06/05/2023-06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 07/13/2023, 07/25/2023-07/26/2023. Values of 1775 records in SWI_TOT_625_0_01 were flagged as Q (questionable value) for dates: 11/09/2022, 11/21/2022, 11/26/2022, 12/18/2022, 03/26/2023, 04/04/2023, 04/14/2023, 04/18/2023, 04/30/2023, 05/02/2023, 05/07/2023, 05/09/2023, 05/10/2023, 05/11/2023, 05/13/2023, 05/15/2023, 05/16/2023, 05/19/2023, 05/22/2023, 05/23/2023, 05/25/2023, 05/26/2023, 05/27/2023, 05/31/2023, 06/10/2023, 06/12/2023, 06/13/2023, 06/15/2023, 06/19/2023, 06/20/2023, 06/21/2023, 06/22/2023, 06/23/2023, 06/26/2023, 06/27/2023, 08/04/2023, 08/05/2023, 08/21/2023-08/26/2023. Values of 1310 records in SWI_TOT_625_0_01 are missing for dates: 12/20/2022-12/21/2022, 01/26/2023, 05/25/2023, 05/30/2023, 06/02/2023, 06/03/2023, 06/04/2023, 06/05/2023, 06/05/2023-06/06/2023, 06/07/2023, 06/08/2023, 06/09/2023, 06/10/2023, 07/13/2023, 07/25/2023-07/26/2023. Converted values in column(s) PRECIP_TOT_455_0_01 assigned QA/QC flag(s) M (missing value) to NaN/empty, retaining and locking existing flags: 567 records in PRECIP_TOT_455_0_01. Converted values in column(s) PRECIP_TOT_625_0_02 assigned QA/QC flag(s) M (missing value) to NaN/empty, retaining and locking existing flags: 566 records in PRECIP_TOT_625_0_02. 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: