I. Data Set Descriptors A. Title: Meteorological data from Primary Met Station at the Andrews Forest. Variables include: battery supply, barometric pressure, swe, soil temperature, incoming shortwave radiation, precipitation, soil moisture from 01-Oct-2015 to 01-Oct-2016 B. Accession Number: 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: Primary Met Station 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 Forest 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: primet_230_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 = Single step value change larger than expected, P = Program ID change, 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, T = For methods or hardware related flags. ie. broken shield, S = Flags unrealistic sequences of identical or near identical values in time series of non-missing values, D = Value is outside detection limit, L = Low battery voltage, H = High battery voltage, R = Reduced volume stored in sample tank, C = Sensor calibration, E = Value estimated by linear interpolation 7. Authentication Procedures: 8. Calculations: 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 file processed: metdat query: SELECT * FROM PRIM_230_Table105 WHERE LOGGERID = 230 AND TmStamp BETWEEN '2015-10-01 00:05:00.0' AND '2016-10-01 00:00:00.0' ORDER BY TmStamp ASC (105407 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_PriMet_3', updating descriptors for columns Date, RecNum, LOGGERID, PROGID, BATTERY_AVG, SOILTEMP_MEAN_0_10_01, SOILTEMP_MEAN_0_20_02, SOILTEMP_MEAN_0_50_03, SOILTEMP_MEAN_0_100_04, SOILWC_MEAN_0_10_01, SOILWC_MEAN_0_20_02, SOILWC_MEAN_0_50_03, SOILWC_MEAN_0_100_04, PRECIP_TOT_100_0_01, SWE_INST_0_0_01, SOLAR_MEAN_100_0_01, SOLAR_MAX_100_0_01, SOLAR_TOT_100_0_01 and ATMPRESS_INST_0_0_01 ('meta_template') 15-Nov-2023: updated 15 metadata fields in the Data, Dataset, Project, Site, Status, Study 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_AVG; Name of column SOILT_10_Avg changed to SOILTEMP_MEAN_0_10_01; Name of column SOILT_20_Avg changed to SOILTEMP_MEAN_0_20_02; Name of column SOILT_50_Avg changed to SOILTEMP_MEAN_0_50_03; Name of column SOILT_100_Avg changed to SOILTEMP_MEAN_0_100_04; Name of column WCRWC_10_Avg changed to SOILWC_MEAN_0_10_01; Name of column WCRWC_20_Avg changed to SOILWC_MEAN_0_20_02; Name of column WCRWC_50_Avg changed to SOILWC_MEAN_0_50_03; Name of column WCRWC_100_Avg changed to SOILWC_MEAN_0_100_04; Name of column TB_PRECIP_Tot changed to PRECIP_TOT_100_0_01; Name of column SNOW_PILL changed to SWE_INST_0_0_01; Name of column SOLAR_Wm2_Avg changed to SOLAR_MEAN_100_0_01; Name of column SOLAR_Wm2_Max changed to SOLAR_MAX_100_0_01; Name of column SOLAR_MJ_Tot changed to SOLAR_TOT_100_0_01; Name of column BP_mb changed to ATMPRESS_INST_0_0_01; ('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_AVG changed from '' to 'volts'; Units of column SOILTEMP_MEAN_0_10_01 changed from '' to 'deg c'; Units of column SOILTEMP_MEAN_0_20_02 changed from '' to 'deg c'; Units of column SOILTEMP_MEAN_0_50_03 changed from '' to 'deg c'; Units of column SOILTEMP_MEAN_0_100_04 changed from '' to 'deg c'; Units of column SOILWC_MEAN_0_10_01 changed from '' to 'fraction'; Units of column SOILWC_MEAN_0_20_02 changed from '' to 'fraction'; Units of column SOILWC_MEAN_0_50_03 changed from '' to 'fraction'; Units of column SOILWC_MEAN_0_100_04 changed from '' to 'fraction'; Units of column PRECIP_TOT_100_0_01 changed from '' to 'mm'; Units of column SWE_INST_0_0_01 changed from '' to 'mm'; Units of column SOLAR_MEAN_100_0_01 changed from '' to 'W m-2'; Units of column SOLAR_MAX_100_0_01 changed from '' to 'W m-2'; Units of column SOLAR_TOT_100_0_01 changed from '' to 'MJ'; Units of column ATMPRESS_INST_0_0_01 changed from '' to 'mb'; ('apply_template') 15-Nov-2023: Data Type of column PROGID changed from 'd' to 'f'; Data Type of column PRECIP_TOT_100_0_01 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_AVG changed from 'continous' to 'continuous'; Numeric Type of column SOILTEMP_MEAN_0_10_01 changed from 'continous' to 'continuous'; Numeric Type of column SOILTEMP_MEAN_0_20_02 changed from 'continous' to 'continuous'; Numeric Type of column SOILTEMP_MEAN_0_50_03 changed from 'continous' to 'continuous'; Numeric Type of column SOILTEMP_MEAN_0_100_04 changed from 'continous' to 'continuous'; Numeric Type of column SOILWC_MEAN_0_10_01 changed from 'continous' to 'continuous'; Numeric Type of column SOILWC_MEAN_0_20_02 changed from 'continous' to 'continuous'; Numeric Type of column SOILWC_MEAN_0_50_03 changed from 'continous' to 'continuous'; Numeric Type of column SOILWC_MEAN_0_100_04 changed from 'continous' to 'continuous'; Numeric Type of column PRECIP_TOT_100_0_01 changed from 'continous' to 'discrete'; Numeric Type of column SWE_INST_0_0_01 changed from 'continous' to 'continuous'; Numeric Type of column SOLAR_MEAN_100_0_01 changed from 'continous' to 'continuous'; Numeric Type of column SOLAR_MAX_100_0_01 changed from 'continous' to 'continuous'; Numeric Type of column SOLAR_TOT_100_0_01 changed from 'continous' to 'continuous'; Numeric Type of column ATMPRESS_INST_0_0_01 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,[226,229,230,239])='Q';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_AVG changed from '' to 'x<0='I';x<11.5='L';x>16='H';isnan(x)='M';x>48='Q''; Q/C Criteria of column SOILTEMP_MEAN_0_10_01 changed from '' to 'x<-2='I';x>35='I';x<-1='Q';x>30='Q';isnan(x)='M''; Q/C Criteria of column SOILTEMP_MEAN_0_20_02 changed from '' to 'x<-2='I';x>35='I';x<-1='Q';x>30='Q';isnan(x)='M''; Q/C Criteria of column SOILTEMP_MEAN_0_50_03 changed from '' to 'x<-2='I';x>35='I';x<-1='Q';x>30='Q';isnan(x)='M''; Q/C Criteria of column SOILTEMP_MEAN_0_100_04 changed from '' to 'x<-2='I';x>35='I';x<-1='Q';x>30='Q';isnan(x)='M''; Q/C Criteria of column SOILWC_MEAN_0_10_01 changed from '' to 'isnan(x)='M';x<0='I';x>.5='Q';x>1='I''; Q/C Criteria of column SOILWC_MEAN_0_20_02 changed from '' to 'isnan(x)='M';x<0='I';x>.5='Q';x>1='I''; Q/C Criteria of column SOILWC_MEAN_0_50_03 changed from '' to 'isnan(x)='M';x<0='I';x>.5='Q';x>1='I''; Q/C Criteria of column SOILWC_MEAN_0_100_04 changed from '' to 'isnan(x)='M';x<0='I';x>.5='Q';x>1='I''; Q/C Criteria of column PRECIP_TOT_100_0_01 changed from '' to 'x<0='I';x>4.2='Q';isnan(x)='M';col_Date>=datenum('09/07/2019 00:05:00')&col_Date<=datenum('09/09/2019 12:00:00')='M';col_Date>=datenum('02/27/2019 10:50:00')&col_Date<=datenum('03/04/2019 10:50:00')='Q';col_Date>=datenum('04/29/2019 18:50:00')&col_Date<=datenum('04/29/2019 19:00:00')='Q';col_Date>=datenum('12/12/2021 00:00:00')&col_Date<=datenum('12/13/2021 13:00:00')='Q';col_Date>=datenum('12/24/2021 12:00:00')&col_Date<=datenum('12/27/2021 15:30:00')='Q';flag_daterange(col_Date,{'12/24/20121 112:00:00','12/27/2021 15:30:00'})='Q''; Q/C Criteria of column SWE_INST_0_0_01 changed from '' to 'isnan(x)='M';flag_daterange(col_Date,{'12/13/2022 08:50:00','12/18/2022 10:55:00'})='Q''; Q/C Criteria of column SOLAR_MEAN_100_0_01 changed from '' to 'x<=-10='I';x>1367='I';x>1060='Q';isnan(x)='M';x<-0.5&x>-10='Q';flag_daterange(col_Da te,{'2/18/2018 08:00:00','2/22/2018 10:20:00'})='T';flag_daterange(col_Date,{'4/17/2021 04:30:00','7/13/2021 12:00:00'})='I';flag_daterange(col_Date,{'3/10/2022 11:30:00','3/10/2022 12:00:00'})='T';flag_daterange(col_Date,{'01/25/2023 00:00:00'})='I''; Q/C Criteria of column SOLAR_MAX_100_0_01 changed from '' to 'col_Date>=datenum('04/17/2021 04:30:00')&col_Date<=datenum('07/13/2021 12:00:00')='I''; Q/C Criteria of column SOLAR_TOT_100_0_01 changed from '' to 'isnan(col_SOLAR_MEAN_100_0_01)='M';isnan(x)='M';flag_daterange(col_Date,{'4/17/2021 04:30:00','7/13/2021 12:00:00'})='I';flag_daterange(col_Date,{'8/26/2022 16:00:00','8/26/2022 17:00:00'})='T';flag_daterange(col_Date,{'3/10/2022 10:20:00','3/10/2022 10:30:00'})='T';flag_daterange(col_Date,{'3/10/2022 11:30:00','3/10/2022 12:00:00'})='T''; Q/C Criteria of column ATMPRESS_INST_0_0_01 changed from '' to 'x<800='Q';x>1200='Q';x<-2000='I';x>2000='I';isnan(x)='M''; ('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 BATTERY_AVG changed from 0 to 2; Precision of column SOLAR_MEAN_100_0_01 changed from 1 to 2; Precision of column SOLAR_MAX_100_0_01 changed from 0 to 2; Precision of column SOLAR_TOT_100_0_01 changed from 5 to 3; Precision of column ATMPRESS_INST_0_0_01 changed from 0 to 2; ('apply_template') 15-Nov-2023: Descriptions of columns PROGID, BATTERY_AVG, SOILTEMP_MEAN_0_10_01, SOILTEMP_MEAN_0_20_02, SOILTEMP_MEAN_0_50_03, SOILTEMP_MEAN_0_100_04, SOILWC_MEAN_0_10_01, SOILWC_MEAN_0_20_02, SOILWC_MEAN_0_50_03, SOILWC_MEAN_0_100_04, PRECIP_TOT_100_0_01, SWE_INST_0_0_01, SOLAR_MEAN_100_0_01, SOLAR_MAX_100_0_01, SOLAR_TOT_100_0_01 and ATMPRESS_INST_0_0_01 edited; ('apply_template') 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_01 for sensor drift over the date range 01-Oct-2015 12:00:00 to 26-Mar-2016 12:00:00 by applying a constant correction of -30 ('correct_drift') 15-Nov-2023: 50976 values in 'SWE_INST_0_0_01' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) SWE_INST_0_0_01, 'flags' field updated ('dataflag') 15-Nov-2023: added column 'Site' at position 1 ('addcol') 15-Nov-2023: sorted by column Date(ascending) ('sortdata') 15-Nov-2023: removed 13 row(s) with duplicate values in the column(s) Date ('cleardupes') 15-Nov-2023: inserted 14 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: 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': 1 records in SOILWC_MEAN_0_10_01, 1 records in SOILWC_MEAN_0_20_02, 1 records in SOILWC_MEAN_0_50_03, 1 records in SOILWC_MEAN_0_100_04, 1 records in ATMPRESS_INST_0_0_01 ('nullflags') 15-Nov-2023: sorted by column Date(ascending) ('sortdata') 15-Nov-2023: replaced 2 missing values in column SOILTEMP_MEAN_0_10_01 with estimated values based on 1D interpolation of SOILTEMP_MEAN_0_10_01 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: 2 values in 'SOILTEMP_MEAN_0_10_01' were updated with new values ('update_data'): changed record 2592 from NaN to 15.380, changed record 90244 from NaN to 19.370 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILTEMP_MEAN_0_10_01, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 2 missing values in column SOILTEMP_MEAN_0_20_02 with estimated values based on 1D interpolation of SOILTEMP_MEAN_0_20_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: 2 values in 'SOILTEMP_MEAN_0_20_02' were updated with new values ('update_data'): changed record 2592 from NaN to 15.330, changed record 90244 from NaN to 19.070 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILTEMP_MEAN_0_20_02, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 2 missing values in column SOILTEMP_MEAN_0_50_03 with estimated values based on 1D interpolation of SOILTEMP_MEAN_0_50_03 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: 2 values in 'SOILTEMP_MEAN_0_50_03' were updated with new values ('update_data'): changed record 2592 from NaN to 15.990, changed record 90244 from NaN to 18.950 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILTEMP_MEAN_0_50_03, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 2 missing values in column SOILTEMP_MEAN_0_100_04 with estimated values based on 1D interpolation of SOILTEMP_MEAN_0_100_04 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: 2 values in 'SOILTEMP_MEAN_0_100_04' were updated with new values ('update_data'): changed record 2592 from NaN to 15.530, changed record 90244 from NaN to 16.420 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILTEMP_MEAN_0_100_04, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 3 missing values in column SOILWC_MEAN_0_10_01 with estimated values based on 1D interpolation of SOILWC_MEAN_0_10_01 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: 3 values in 'SOILWC_MEAN_0_10_01' were updated with new values ('update_data'): changed record 2592 from NaN to 0.126, changed record 90244 from NaN to 0.078, changed record 101952 from NaN to 0.091 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILWC_MEAN_0_10_01, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 3 missing values in column SOILWC_MEAN_0_20_02 with estimated values based on 1D interpolation of SOILWC_MEAN_0_20_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: 3 values in 'SOILWC_MEAN_0_20_02' were updated with new values ('update_data'): changed record 2592 from NaN to 0.121, changed record 90244 from NaN to 0.064, changed record 101952 from NaN to 0.060 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILWC_MEAN_0_20_02, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 3 missing values in column SOILWC_MEAN_0_50_03 with estimated values based on 1D interpolation of SOILWC_MEAN_0_50_03 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: 3 values in 'SOILWC_MEAN_0_50_03' were updated with new values ('update_data'): changed record 2592 from NaN to 0.122, changed record 90244 from NaN to 0.076, changed record 101952 from NaN to 0.070 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILWC_MEAN_0_50_03, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 3 missing values in column SOILWC_MEAN_0_100_04 with estimated values based on 1D interpolation of SOILWC_MEAN_0_100_04 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: 3 values in 'SOILWC_MEAN_0_100_04' were updated with new values ('update_data'): changed record 2592 from NaN to 0.068, changed record 90244 from NaN to 0.066, changed record 101952 from NaN to 0.064 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILWC_MEAN_0_100_04, 'flags' field updated ('dataflag') 15-Nov-2023: copied QA/QC flags from column(s) SOLAR_MEAN_100_0_01 to column(s) SOLAR_TOT_100_0_01, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: added column 'PAR_MEAN_100_0_01' at position 23 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) SOLAR_MEAN_100_0_01 to column(s) PAR_MEAN_100_0_01, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: added column 'SOLAR_TOT_100_0_02' at position 24 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) SOLAR_MEAN_100_0_01 to column(s) SOLAR_TOT_100_0_02, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: documented flagged and missing values in columns Site, Date, RecNum, LOGGERID, PROGID, BATTERY_AVG, BATTERY_V_CHECK, SOILTEMP_MEAN_0_10_01, SOILTEMP_MEAN_0_20_02, SOILTEMP_MEAN_0_50_03, SOILTEMP_MEAN_0_100_04, SOILWC_MEAN_0_10_01, SOILWC_MEAN_0_20_02, SOILWC_MEAN_0_50_03, SOILWC_MEAN_0_100_04, PRECIP_TOT_100_0_01, SWE_INST_0_0_01, SWE_CHECK, SOLAR_MEAN_100_0_01, SOLAR_MAX_100_0_01, SOLAR_TOT_100_0_01, ATMPRESS_INST_0_0_01, PAR_MEAN_100_0_01 and SOLAR_TOT_100_0_02 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_ACC_100_0_01' at position 17 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) PRECIP_TOT_100_0_01 to column(s) PRECIP_ACC_100_0_01, 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_01' at position 19 ('addcol') 15-Nov-2023: 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-Nov-2023: replaced values matching '(Date > datenum('04/04/2023 14:15:00')&Date < datenum('10/01/2023 00:00:00')) (Date > datenum('04/20/2022 12:00:00')&Date < datenum('11/01/2022 12:00:00')) (Date > datenum('03/01/2022 16:40:00')&Date < datenum('04/10/2022 16:00:00')) (Date > datenum('03/22/2021 12:00:00')&Date < datenum('12/09/2021 12:00:00')) (Date > datenum('01/29/2020 12:00:00')&Date < datenum('01/24/2021 12:00:00')) (Date > datenum('04/05/2019 12:00:00')&Date < datenum('01/11/2020 12:00:00')) (Date > datenum('03/26/2018 12:00:00')&Date < datenum('01/25/2019 12:00:00')) (Date > datenum('03/16/2017 12:00:00')&Date < datenum('11/21/2017 12:00:00')) (Date > datenum('01/18/2016 12:00:00')&Date < datenum('11/14/2016 12:00:00')) (Date > datenum('07/01/2015 12:00:00')&Date < datenum('12/13/2015 12:00:00')) (Date > datenum('02/17/2014 12:00:00')&Date < datenum('10/01/2014 12:00:00')) (Date > datenum('03/03/2013 12:00:00')&Date < datenum('12/01/2013 12:00:00')) (Date > datenum('05/14/2012 12:00:00')&Date < datenum('12/14/2012 12:00:00'))' in column(s) SWE_INST_0_0_01 and SWE_MED_0_0_01 with 0 ('num_replace') 15-Nov-2023: 95033 values in 'SWE_INST_0_0_01' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) SWE_INST_0_0_01, 'flags' field updated ('dataflag') 15-Nov-2023: 95035 values in 'SWE_MED_0_0_01' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) SWE_MED_0_0_01, 'flags' field updated ('dataflag') 15-Nov-2023: replaced values matching 'SWE_MED_0_0_01 < 0' in column(s) SWE_MED_0_0_01 with 0 ('num_replace') 15-Nov-2023: 3770 values in 'SWE_MED_0_0_01' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) SWE_MED_0_0_01, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'Q' flags to 3770 records in column(s) SWE_MED_0_0_01 ('addflags') 15-Nov-2023: deleted columns BATTERY_AVG and SWE_INST_0_0_01 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 BATTERY_V_CHECK, SOILTEMP_MEAN_0_10_01, SOILTEMP_MEAN_0_20_02, SOILTEMP_MEAN_0_50_03, SOILTEMP_MEAN_0_100_04, SOILWC_MEAN_0_10_01, SOILWC_MEAN_0_20_02, SOILWC_MEAN_0_50_03, SOILWC_MEAN_0_100_04, PRECIP_TOT_100_0_01, PRECIP_ACC_100_0_01, SWE_MED_0_0_01, SWE_CHECK, SOLAR_MEAN_100_0_01, SOLAR_MAX_100_0_01, SOLAR_TOT_100_0_01, ATMPRESS_INST_0_0_01, PAR_MEAN_100_0_01 and SOLAR_TOT_100_0_02 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. RecNum column 4. LOGGERID column 5. PROGID column 6. BATTERY_V_CHECK column 7. Flag_BATTERY_V_CHECK column 8. SOILTEMP_MEAN_0_10_01 column 9. Flag_SOILTEMP_MEAN_0_10_01 column 10. SOILTEMP_MEAN_0_20_02 column 11. Flag_SOILTEMP_MEAN_0_20_02 column 12. SOILTEMP_MEAN_0_50_03 column 13. Flag_SOILTEMP_MEAN_0_50_03 column 14. SOILTEMP_MEAN_0_100_04 column 15. Flag_SOILTEMP_MEAN_0_100_04 column 16. SOILWC_MEAN_0_10_01 column 17. Flag_SOILWC_MEAN_0_10_01 column 18. SOILWC_MEAN_0_20_02 column 19. Flag_SOILWC_MEAN_0_20_02 column 20. SOILWC_MEAN_0_50_03 column 21. Flag_SOILWC_MEAN_0_50_03 column 22. SOILWC_MEAN_0_100_04 column 23. Flag_SOILWC_MEAN_0_100_04 column 24. PRECIP_TOT_100_0_01 column 25. Flag_PRECIP_TOT_100_0_01 column 26. PRECIP_ACC_100_0_01 column 27. Flag_PRECIP_ACC_100_0_01 column 28. SWE_MED_0_0_01 column 29. Flag_SWE_MED_0_0_01 column 30. SWE_CHECK column 31. Flag_SWE_CHECK column 32. SOLAR_MEAN_100_0_01 column 33. Flag_SOLAR_MEAN_100_0_01 column 34. SOLAR_MAX_100_0_01 column 35. Flag_SOLAR_MAX_100_0_01 column 36. SOLAR_TOT_100_0_01 column 37. Flag_SOLAR_TOT_100_0_01 column 38. ATMPRESS_INST_0_0_01 column 39. Flag_ATMPRESS_INST_0_0_01 column 40. PAR_MEAN_100_0_01 column 41. Flag_PAR_MEAN_100_0_01 column 42. SOLAR_TOT_100_0_02 column 43. Flag_SOLAR_TOT_100_0_02 2. Variable Definition: column 1. Site code column 2. Round off corrected corrected serial date column 3. RecNum column 4. LOGGERID column 5. Program ID of program column 6. BATTERY_V_CHECK column 7. QA/QC flags for BATTERY_V_CHECK (flagging criteria, where "x" is BATTERY_V_CHECK: manual) column 8. Average soil temperature column 9. QA/QC flags for Average soil temperature (flagging criteria, where "x" is SOILTEMP_MEAN_0_10_01: x<-2="I", x>35="I", x<-1="Q", x>30="Q", isnan(x)="M", manual) column 10. Average soil temperature column 11. QA/QC flags for Average soil temperature (flagging criteria, where "x" is SOILTEMP_MEAN_0_20_02: x<-2="I", x>35="I", x<-1="Q", x>30="Q", isnan(x)="M", manual) column 12. Average soil temperature column 13. QA/QC flags for Average soil temperature (flagging criteria, where "x" is SOILTEMP_MEAN_0_50_03: x<-2="I", x>35="I", x<-1="Q", x>30="Q", isnan(x)="M", manual) column 14. Average soil temperature column 15. QA/QC flags for Average soil temperature (flagging criteria, where "x" is SOILTEMP_MEAN_0_100_04: x<-2="I", x>35="I", x<-1="Q", x>30="Q", isnan(x)="M", manual) column 16. Average soil water content column 17. QA/QC flags for Average soil water content (flagging criteria, where "x" is SOILWC_MEAN_0_10_01: isnan(x)="M", x<0="I", x>.5="Q", x>1="I", manual) column 18. Average soil water content column 19. QA/QC flags for Average soil water content (flagging criteria, where "x" is SOILWC_MEAN_0_20_02: isnan(x)="M", x<0="I", x>.5="Q", x>1="I", manual) column 20. Average soil water content column 21. QA/QC flags for Average soil water content (flagging criteria, where "x" is SOILWC_MEAN_0_50_03: isnan(x)="M", x<0="I", x>.5="Q", x>1="I", manual) column 22. Average soil water content column 23. QA/QC flags for Average soil water content (flagging criteria, where "x" is SOILWC_MEAN_0_100_04: isnan(x)="M", x<0="I", x>.5="Q", x>1="I", manual) column 24. Precipitation collected from a TE525M 9.7in rain gauge. (TR525 6in retired 2023-06-07) column 25. QA/QC flags for Precipitation collected from a TE525M 9.7in rain gauge. (TR525 6in retired 2023-06-07) (flagging criteria, where "x" is PRECIP_TOT_100_0_01: x<0="I", x>4.2="Q", isnan(x)="M", Date>=datenum("09/07/2019 00:05:00")&Date<=datenum("09/09/2019 12:00:00")="M", Date>=datenum("02/27/2019 10:50:00")&Date<=datenum("03/04/2019 10:50:00")="Q", Date>=datenum("04/29/2019 18:50:00")&Date<=datenum("04/29/2019 19:00:00")="Q", Date>=datenum("12/12/2021 00:00:00")&Date<=datenum("12/13/2021 13:00:00")="Q", Date>=datenum("12/24/2021 12:00:00")&Date<=datenum("12/27/2021 15:30:00")="Q", flag_daterange(Date,{"12/24/20121 112:00:00","12/27/2021 15:30:00"})="Q") column 26. Cumulative sum of total precipitation column 27. QA/QC flags for Cumulative sum of total precipitation (flagging criteria, where "x" is PRECIP_ACC_100_0_01: manual) column 28. 12 point running median of SWE_INST column 29. QA/QC flags for 12 point running median of SWE_INST (flagging criteria, where "x" is SWE_MED_0_0_01: manual) column 30. SWE_CHECK column 31. QA/QC flags for SWE_CHECK (flagging criteria, where "x" is SWE_CHECK: manual) column 32. Incoming solar radiation recorded by Kipp and Zonen CMB6 (CMB6 retired 2023-06-07; replaced with CS320) column 33. QA/QC flags for Incoming solar radiation recorded by Kipp and Zonen CMB6 (CMB6 retired 2023-06-07; replaced with CS320) (flagging criteria, where "x" is SOLAR_MEAN_100_0_01: x<=-10="I", x>1367="I", x>1060="Q", isnan(x)="M", x<-0.5&x>-10="Q", flag_daterange(Date,{"2/18/2018 08:00:00","2/22/2018 10:20:00"})="T", flag_daterange(Date,{"4/17/2021 04:30:00","7/13/2021 12:00:00"})="I", flag_daterange(Date,{"3/10/2022 11:30:00","3/10/2022 12:00:00"})="T", flag_daterange(Date,{"01/25/2023 00:00:00"})="I") column 34. Incoming maximum solar radiation ((CMB6 retired 2023-06-07; replaced with CS320) column 35. QA/QC flags for Incoming maximum solar radiation ((CMB6 retired 2023-06-07; replaced with CS320) (flagging criteria, where "x" is SOLAR_MAX_100_0_01: Date>=datenum("04/17/2021 04:30:00")&Date<=datenum("07/13/2021 12:00:00")="I", manual) column 36. Incoming shortwave radiation recorded by Kipp and Zonen CMB6. (CMB6 retired 2023-06-07; replaced with CS320) column 37. QA/QC flags for Incoming shortwave radiation recorded by Kipp and Zonen CMB6. (CMB6 retired 2023-06-07; replaced with CS320) (flagging criteria, where "x" is SOLAR_TOT_100_0_01: isnan(SOLAR_MEAN_100_0_01)="M", isnan(x)="M", flag_daterange(Date,{"4/17/2021 04:30:00","7/13/2021 12:00:00"})="I", flag_daterange(Date,{"8/26/2022 16:00:00","8/26/2022 17:00:00"})="T", flag_daterange(Date,{"3/10/2022 10:20:00","3/10/2022 10:30:00"})="T", flag_daterange(Date,{"3/10/2022 11:30:00","3/10/2022 12:00:00"})="T", manual) column 38. Insantenous barometric pressure adjusted to sea level. column 39. QA/QC flags for Insantenous barometric pressure adjusted to sea level. (flagging criteria, where "x" is ATMPRESS_INST_0_0_01: x<800="Q", x>1200="Q", x<-2000="I", x>2000="I", isnan(x)="M", manual) column 40. PAR calculated from SOLAR_MEAN_100_0_01. Total Solar (w/m2) = PAR 2.1 (µmol/m2/s) column 41. QA/QC flags for PAR calculated from SOLAR_MEAN_100_0_01. Total Solar (w/m2) = PAR 2.1 (µmol/m2/s) (flagging criteria, where "x" is PAR_MEAN_100_0_01: manual) 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 SOLAR_TOT_100_0_02: 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. column 7. none column 8. deg c column 9. none column 10. deg c column 11. none column 12. deg c column 13. none column 14. deg c column 15. none column 16. fraction column 17. none column 18. fraction column 19. none column 20. fraction column 21. none column 22. fraction column 23. none column 24. mm column 25. none column 26. mm column 27. none column 28. mm column 29. none column 30. column 31. none column 32. W m-2 column 33. none column 34. W m-2 column 35. none column 36. MJ column 37. none column 38. mb column 39. none column 40. µmol/m2/s 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. integer 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_V_CHECK: M = Missing value Flag_SOILTEMP_MEAN_0_10_01: E = Value estimated by linear interpolation, M = Missing value Flag_SOILTEMP_MEAN_0_20_02: E = Value estimated by linear interpolation, M = Missing value Flag_SOILTEMP_MEAN_0_50_03: E = Value estimated by linear interpolation, M = Missing value Flag_SOILTEMP_MEAN_0_100_04: E = Value estimated by linear interpolation, M = Missing value Flag_SOILWC_MEAN_0_10_01: E = Value estimated by linear interpolation, M = Missing value, Q = Questionable value Flag_SOILWC_MEAN_0_20_02: E = Value estimated by linear interpolation, M = Missing value, Q = Questionable value Flag_SOILWC_MEAN_0_50_03: E = Value estimated by linear interpolation, M = Missing value, Q = Questionable value Flag_SOILWC_MEAN_0_100_04: E = Value estimated by linear interpolation, M = Missing value, Q = Questionable value Flag_PRECIP_TOT_100_0_01: M = Missing value, Q = Questionable value Flag_PRECIP_ACC_100_0_01: M = Missing value, Q = Questionable value Flag_SWE_MED_0_0_01: M = Missing value, Q = Questionable value Flag_SWE_CHECK: M = Missing value Flag_SOLAR_MEAN_100_0_01: M = Missing value, Q = Questionable value Flag_SOLAR_MAX_100_0_01: M = Missing value Flag_SOLAR_TOT_100_0_01: M = Missing value, Q = Questionable value Flag_ATMPRESS_INST_0_0_01: M = Missing value, Q = Questionable value Flag_PAR_MEAN_100_0_01: M = Missing value, Q = Questionable value Flag_SOLAR_TOT_100_0_02: M = Missing value, Q = Questionable value c. Numeric Range: column 1. (none) column 2. (none) column 3. 569 to 167763 column 4. 230 to 230 column 5. 7999 to 7999 column 6. (none) column 7. (none) column 8. 1.501 to 23.61 column 9. (none) column 10. 2.933 to 20.55 column 11. (none) column 12. 4.377 to 19.95 column 13. (none) column 14. 5.3 to 17.02 column 15. (none) column 16. 0.07 to 0.641 column 17. (none) column 18. 0.057 to 0.7 column 19. (none) column 20. 0.067 to 0.674 column 21. (none) column 22. 0.061 to 0.74 column 23. (none) column 24. 0 to 88079163392 column 25. (none) column 26. 0 to 88079165568.272 column 27. (none) column 28. 0 to 52.85 column 29. (none) column 30. (none) column 31. (none) column 32. 0 to 1223 column 33. (none) column 34. (none) column 35. (none) column 36. 0 to 0.367 column 37. (none) column 38. 550.603 to 1033.281 column 39. (none) column 40. 0 to 2568.3 column 41. (none) column 42. 0 to 0.3669 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. 0 column 7. 0 column 8. 3 column 9. 0 column 10. 3 column 11. 0 column 12. 3 column 13. 0 column 14. 3 column 15. 0 column 16. 3 column 17. 0 column 18. 3 column 19. 0 column 20. 3 column 21. 0 column 22. 3 column 23. 0 column 24. 0 column 25. 0 column 26. 2 column 27. 0 column 28. 2 column 29. 0 column 30. 0 column 31. 0 column 32. 2 column 33. 0 column 34. 2 column 35. 0 column 36. 3 column 37. 0 column 38. 2 column 39. 0 column 40. 3 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 (continous) 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 (discrete) 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 (continous) 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 (continuous) 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,[226,229,230,239])="Q";isnan(x)="M";manually-assigned flags column 5. flag_valuechange(x,0.1,0.1,1)="P";isnan(x)="M";manually-assigned flags column 6. manually-assigned flags column 7. none column 8. x<-2="I";x>35="I";x<-1="Q";x>30="Q";isnan(x)="M";manually-assigned flags column 9. none column 10. x<-2="I";x>35="I";x<-1="Q";x>30="Q";isnan(x)="M";manually-assigned flags column 11. none column 12. x<-2="I";x>35="I";x<-1="Q";x>30="Q";isnan(x)="M";manually-assigned flags column 13. none column 14. x<-2="I";x>35="I";x<-1="Q";x>30="Q";isnan(x)="M";manually-assigned flags column 15. none column 16. isnan(x)="M";x<0="I";x>.5="Q";x>1="I";manually-assigned flags column 17. none column 18. isnan(x)="M";x<0="I";x>.5="Q";x>1="I";manually-assigned flags column 19. none column 20. isnan(x)="M";x<0="I";x>.5="Q";x>1="I";manually-assigned flags column 21. none column 22. isnan(x)="M";x<0="I";x>.5="Q";x>1="I";manually-assigned flags column 23. none column 24. x<0="I";x>4.2="Q";isnan(x)="M";col_Date>=datenum("09/07/2019 00:05:00")&col_Date<=datenum("09/09/2019 12:00:00")="M";col_Date>=datenum("02/27/2019 10:50:00")&col_Date<=datenum("03/04/2019 10:50:00")="Q";col_Date>=datenum("04/29/2019 18:50:00")&col_Date<=datenum("04/29/2019 19:00:00")="Q";col_Date>=datenum("12/12/2021 00:00:00")&col_Date<=datenum("12/13/2021 13:00:00")="Q";col_Date>=datenum("12/24/2021 12:00:00")&col_Date<=datenum("12/27/2021 15:30:00")="Q";flag_daterange(col_Date,{"12/24/20121 112:00:00","12/27/2021 15:30:00"})="Q" column 25. none column 26. manually-assigned flags column 27. none column 28. manually-assigned flags column 29. none column 30. manually-assigned flags column 31. none column 32. x<=-10="I";x>1367="I";x>1060="Q";isnan(x)="M";x<-0.5&x>-10="Q";flag_daterange(col_Date,{ "2/18/2018 08:00:00","2/22/2018 10:20:00"})="T";flag_daterange(col_Date,{"4/17/2021 04:30:00","7/13/2021 12:00:00"})="I";flag_daterange(col_Date,{"3/10/2022 11:30:00","3/10/2022 12:00:00"})="T";flag_daterange(col_Date,{"01/25/2023 00:00:00"})="I" column 33. none column 34. col_Date>=datenum("04/17/2021 04:30:00")&col_Date<=datenum("07/13/2021 12:00:00")="I";manually-assigned flags column 35. none column 36. isnan(col_SOLAR_MEAN_100_0_01)="M";isnan(x)="M";flag_daterange(col_Date,{"4/17/2021 04:30:00","7/13/2021 12:00:00"})="I";flag_daterange(col_Date,{"8/26/2022 16:00:00","8/26/2022 17:00:00"})="T";flag_daterange(col_Date,{"3/10/2022 10:20:00","3/10/2022 10:30:00"})="T";flag_daterange(col_Date,{"3/10/2022 11:30:00","3/10/2022 12:00:00"})="T";manually-assigned flags column 37. none column 38. x<800="Q";x>1200="Q";x<-2000="I";x>2000="I";isnan(x)="M";manually-assigned flags column 39. none column 40. manually-assigned flags 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': 1 records in SOILWC_MEAN_0_10_01, 1 records in SOILWC_MEAN_0_20_02, 1 records in SOILWC_MEAN_0_50_03, 1 records in SOILWC_MEAN_0_100_04, 1 records in ATMPRESS_INST_0_0_01. Values of 14 records in Site were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in Date were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in RecNum were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in RecNum are missing for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in LOGGERID were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in PROGID were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. The value of one record in BATTERY_AVG was flagged as H (High battery voltage) for date 09/19/2016. Values of 14 records in BATTERY_AVG were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in BATTERY_AVG are missing for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in BATTERY_V_CHECK were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 105408 records in BATTERY_V_CHECK are missing for dates: 10/01/2015-10/01/2016. Values of 2 records in SOILTEMP_MEAN_0_10_01 were flagged as E (Value estimated by linear interpolation) for dates: 10/10/2015, 08/09/2016. Values of 12 records in SOILTEMP_MEAN_0_10_01 were flagged as M (Missing value) for date 03/13/2016. Values of 12 records in SOILTEMP_MEAN_0_10_01 are missing for date 03/13/2016. Values of 2 records in SOILTEMP_MEAN_0_20_02 were flagged as E (Value estimated by linear interpolation) for dates: 10/10/2015, 08/09/2016. Values of 12 records in SOILTEMP_MEAN_0_20_02 were flagged as M (Missing value) for date 03/13/2016. Values of 12 records in SOILTEMP_MEAN_0_20_02 are missing for date 03/13/2016. Values of 2 records in SOILTEMP_MEAN_0_50_03 were flagged as E (Value estimated by linear interpolation) for dates: 10/10/2015, 08/09/2016. Values of 12 records in SOILTEMP_MEAN_0_50_03 were flagged as M (Missing value) for date 03/13/2016. Values of 12 records in SOILTEMP_MEAN_0_50_03 are missing for date 03/13/2016. Values of 2 records in SOILTEMP_MEAN_0_100_04 were flagged as E (Value estimated by linear interpolation) for dates: 10/10/2015, 08/09/2016. Values of 12 records in SOILTEMP_MEAN_0_100_04 were flagged as M (Missing value) for date 03/13/2016. Values of 12 records in SOILTEMP_MEAN_0_100_04 are missing for date 03/13/2016. Values of 3 records in SOILWC_MEAN_0_10_01 were flagged as E (Value estimated by linear interpolation) for dates: 10/10/2015, 08/09/2016, 09/19/2016. Values of 12 records in SOILWC_MEAN_0_10_01 were flagged as M (Missing value) for date 03/13/2016. Values of 335 records in SOILWC_MEAN_0_10_01 were flagged as Q (Questionable value) for dates: 12/12/2015-12/13/2015, 12/17/2015, 12/18/2015. Values of 12 records in SOILWC_MEAN_0_10_01 are missing for date 03/13/2016. Values of 3 records in SOILWC_MEAN_0_20_02 were flagged as E (Value estimated by linear interpolation) for dates: 10/10/2015, 08/09/2016, 09/19/2016. Values of 12 records in SOILWC_MEAN_0_20_02 were flagged as M (Missing value) for date 03/13/2016. Values of 1877 records in SOILWC_MEAN_0_20_02 were flagged as Q (Questionable value) for dates: 12/12/2015-12/14/2015, 12/17/2015-12/19/2015, 12/21/2015, 12/21/2015-12/24/2015. Values of 12 records in SOILWC_MEAN_0_20_02 are missing for date 03/13/2016. Values of 3 records in SOILWC_MEAN_0_50_03 were flagged as E (Value estimated by linear interpolation) for dates: 10/10/2015, 08/09/2016, 09/19/2016. Values of 12 records in SOILWC_MEAN_0_50_03 were flagged as M (Missing value) for date 03/13/2016. Values of 6980 records in SOILWC_MEAN_0_50_03 were flagged as Q (Questionable value) for dates: 12/07/2015-12/16/2015, 12/17/2015-12/25/2015, 01/18/2016, 01/18/2016-01/22/2016, 03/14/2016-03/18/2016. Values of 12 records in SOILWC_MEAN_0_50_03 are missing for date 03/13/2016. Values of 3 records in SOILWC_MEAN_0_100_04 were flagged as E (Value estimated by linear interpolation) for dates: 10/10/2015, 08/09/2016, 09/19/2016. Values of 12 records in SOILWC_MEAN_0_100_04 were flagged as M (Missing value) for date 03/13/2016. Values of 10609 records in SOILWC_MEAN_0_100_04 were flagged as Q (Questionable value) for dates: 11/19/2015-11/21/2015, 12/07/2015-12/26/2015, 01/17/2016-01/23/2016, 01/30/2016-02/01/2016, 02/19/2016-02/20/2016, 02/21/2016, 03/14/2016-03/19/2016. Values of 12 records in SOILWC_MEAN_0_100_04 are missing for date 03/13/2016. Values of 14 records in PRECIP_TOT_100_0_01 were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. The value of one record in PRECIP_TOT_100_0_01 was flagged as Q (Questionable value) for date 09/19/2016. Values of 14 records in PRECIP_TOT_100_0_01 are missing for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in SWE_INST_0_0_01 were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in SWE_INST_0_0_01 are missing for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in SWE_CHECK were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 105408 records in SWE_CHECK are missing for dates: 10/01/2015-10/01/2016. Values of 14 records in SOLAR_MEAN_100_0_01 were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 38 records in SOLAR_MEAN_100_0_01 were flagged as Q (Questionable value) for dates: 05/08/2016, 05/16/2016, 05/20/2016, 05/24/2016, 05/27/2016, 06/11/2016, 06/13/2016, 06/16/2016, 06/24/2016, 07/11/2016, 07/12/2016, 07/18/2016, 07/19/2016. Values of 14 records in SOLAR_MEAN_100_0_01 are missing for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in SOLAR_MAX_100_0_01 were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 105408 records in SOLAR_MAX_100_0_01 are missing for dates: 10/01/2015-10/01/2016. Values of 14 records in SOLAR_TOT_100_0_01 were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 38 records in SOLAR_TOT_100_0_01 were flagged as Q (Questionable value) for dates: 05/08/2016, 05/16/2016, 05/20/2016, 05/24/2016, 05/27/2016, 06/11/2016, 06/13/2016, 06/16/2016, 06/24/2016, 07/11/2016, 07/12/2016, 07/18/2016, 07/19/2016. Values of 14 records in SOLAR_TOT_100_0_01 are missing for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 15 records in ATMPRESS_INST_0_0_01 were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016, 09/19/2016. The value of one record in ATMPRESS_INST_0_0_01 was flagged as Q (Questionable value) for date 08/09/2016. Values of 15 records in ATMPRESS_INST_0_0_01 are missing for dates: 10/10/2015, 03/13/2016, 08/09/2016, 09/19/2016. Values of 14 records in PAR_MEAN_100_0_01 were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 38 records in PAR_MEAN_100_0_01 were flagged as Q (Questionable value) for dates: 05/08/2016, 05/16/2016, 05/20/2016, 05/24/2016, 05/27/2016, 06/11/2016, 06/13/2016, 06/16/2016, 06/24/2016, 07/11/2016, 07/12/2016, 07/18/2016, 07/19/2016. Values of 14 records in PAR_MEAN_100_0_01 are missing for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 14 records in SOLAR_TOT_100_0_02 were flagged as M (Missing value) for dates: 10/10/2015, 03/13/2016, 08/09/2016. Values of 38 records in SOLAR_TOT_100_0_02 were flagged as Q (Questionable value) for dates: 05/08/2016, 05/16/2016, 05/20/2016, 05/24/2016, 05/27/2016, 06/11/2016, 06/13/2016, 06/16/2016, 06/24/2016, 07/11/2016, 07/12/2016, 07/18/2016, 07/19/2016. Values of 14 records in SOLAR_TOT_100_0_02 are missing for dates: 10/10/2015, 03/13/2016, 08/09/2016. 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: