I. Data Set Descriptors A. Title: Meteorological data from Upper Met Station at the Andrews Forest. Variables include: air temperature, relative humidity, dew point, soil temperature, soil moisture, battery supply, precipitation (stand-alone), and wind speed and direction from 01-Oct-2015 to 01-Oct-2016 B. Accession Number: N/A C. Description 1. Originator(s): Christopher Daly 2. Abstract: A three-level hydro-climatological network for data monitoring was established in 1994. The networks at each level are nested to form a coordinated program of data acquisition and measurement. A future vision of linking the benchmark meteorological stations with regional weather stations to expand the future scope of studies was also considered in designing this network. The first-level in this top-down approach consists of Benchmark Meteorological Stations (BMS) and Benchmark Stream Stations. The BMS are designed to represent the environment across the Andrews. These stations are intended to provide complete, long-term, high temporal resolution, meso-scale hydroclimatological data. The location of the BMS network is based on factors such as elevation, aspect, vegetation gradients, and accessibility. Collected meteorological parameters are generally standardized across the BMS as well as methods and instrumentation. Secondary Meteorological Stations also follow standardized methods and serve similar purposes but are somewhat limited in meteorological parameters collected. The Primary Meteorological Station (PRIMET), Central Meteorological Station (CENMET), Upper Lookout Meteorological Station (UPLMET), and Vanilla Leaf Meteorological Station (VANMET) are the four Benchmark Stations, Climatic Station at Watershed 2 (CS2MET) and the Hi-15 Meteorological Station (H15MET) are Secondary Stations. 3. Study Type: Monitoring 4. Study Themes: 5. LTER Core Areas: 6. Georeferences: 7. Submission Date: D. Keywords: Air temperature, Climate change, Climate data, Meteorological measurements, Monitoring, Photosynthetically active radiation, Precipitation, Relative humidity, Snow accumulation, Snow hydrology, Soil moisture, Soil temperature, Solar radiation, Wind speed, Disturbance II. Research Origin Descriptors A. Overall Project Description 1. Project Title: Upper 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 Forestare are typical of a maritime climate with wet, relatively mild winters and dry, cool summers. Humidity is generally high through winter months, and maximum daily relative humidity approaches 100 percent at night throughout the year. Minimum summer humidities generally hover around 30-50 percent. Temperature extremes range from near 0 degrees F in unusually cold winters to over 100 degrees for brief periods almost every summer. The range in mean annual temperature (1972-2002) is 7.1-10.5 degrees C at a low elevation site (PRIMET). Precipitation varies with elevation - long-term annual average at low elevation (450 m) is 2200 mm, and at high elevation (1200m) is 2600 mm. b. Permanent Plots: c. Data Collection Duration and Frequency: Beginning of Observations: End of Observations: 3. Research Methods a. Field and Laboratory Methods: b. Protocols: c. Instrumentation: d. Taxonomy and Systematics: None e. Speclies List: f. Permit History: 4. Project Personnel a. Personnel: b. Affiliations: III. Data Set Status and Accessibility A. Status 1. Latest Update: 15-Nov-2023 2. Latest Archive Date: 3. Latest Metadata Update: 15-Nov-2023 4. Data Verification Status: B. Accessibility 1. Storage Location and Medium: Stored at on media: 2. Contact Person: Adam M. Kennedy 3. Copyright Restrictions: 4. Restrictions: a. Release Date: Affiliates: , Public: b. Citation: c. Disclaimer: 5. Costs: IV. Data Structural Descriptors A. Data Set File 1. File Name: uplmet_235_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: Q = questionable value, I = invalid value (out of range), M = undefined 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 files processed: metdat query: SELECT * FROM UPLO_235_Table105 WHERE LOGGERID = 235 AND TmStamp BETWEEN '2015-10-01 00:05:00.0' AND '2016-10-01 00:00:00.0' ORDER BY TmStamp ASC (100945 records) FINAL_AIRTEMP_QC4SIGMA_leap_ak.csv (8784 records) Data processing history: 15-Nov-2023: new GCE Data Structure 1.1 created ('newstruct') 15-Nov-2023: imported result set from SQL query on data source 'metdat' ('sql2struct') 15-Nov-2023: imported all documentation metadata from the template 'LNDB_UplMet_3', updating descriptors for columns Date, RecNum, LOGGERID, PROGID, BATTERY_AVG, AIRTEMP_MEAN_150_0_04, DEWPT_MEAN_150_0_04, AIRTEMP_MEAN_450_0_01, DEWPT_MEAN_450_0_01, AIRTEMP_MEAN_250_0_03, AIRTEMP_MEAN_350_0_02, AIRTEMP_MEAN_350_0_08, AIRTEMP_MAX_150_0_04, DEWPT_MAX_150_0_04, AIRTEMP_MAX_450_0_01, DEWPT_MAX_450_0_01, AIRTEMP_MAX_250_0_03, AIRTEMP_MAX_350_0_02, AIRTEMP_MAX_350_0_08, AIRTEMP_MIN_150_0_04, DEWPT_MIN_150_0_04, AIRTEMP_MIN_450_0_01, DEWPT_MIN_450_0_01, AIRTEMP_MIN_250_0_03, AIRTEMP_MIN_350_0_02, AIRTEMP_MIN_350_0_08, RELHUM_MEAN_150_0_04, RELHUM_MEAN_450_0_01, AIRTEMP_150_DIAG, AIRTEMP_250_DIAG, AIRTEMP_450_DIAG, 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, WSPD_PRO_MEAN_1000_0_01, WDIR_PRO_MEAN_1000_0_01, WDIR_PRO_STDDEV_1000_0_01, WSPD_PRO_MAX_1000_0_01, WDIAG_SNC_NS_1000_0_02, WDIAG_SNC_NSG_1000_0_02, WAIR_SNC_MEAN_1000_0_02, WAIR_SNC_STDDEV_1000_0_02, WUX_SNC_STDEV_1000_0_02, WUY_SNC_STDEV_1000_0_02, WSPD_SNC_MEAN_1000_0_02, WDIR_SNC_MEAN_1000_0_02, WDIR_SNC_STDDEV_1000_0_02, WSPD_SNC_MAX_1000_0_02, PRECIP_INST_455_0_01 and ORI_SA_AVG ('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 AIR_150_Avg changed to AIRTEMP_MEAN_150_0_04; Name of column DEWPT150_Avg changed to DEWPT_MEAN_150_0_04; Name of column AIR_450_Avg changed to AIRTEMP_MEAN_450_0_01; Name of column DEWPT450_Avg changed to DEWPT_MEAN_450_0_01; Name of column AIR_250_Avg changed to AIRTEMP_MEAN_250_0_03; Name of column AIR_350_Avg changed to AIRTEMP_MEAN_350_0_02; Name of column ASP_350_Avg changed to AIRTEMP_MEAN_350_0_08; Name of column AIR_150_Max changed to AIRTEMP_MAX_150_0_04; Name of column DEWPT150_Max changed to DEWPT_MAX_150_0_04; Name of column AIR_450_Max changed to AIRTEMP_MAX_450_0_01; Name of column DEWPT450_Max changed to DEWPT_MAX_450_0_01; Name of column AIR_250_Max changed to AIRTEMP_MAX_250_0_03; Name of column AIR_350_Max changed to AIRTEMP_MAX_350_0_02; Name of column ASP_350_Max changed to AIRTEMP_MAX_350_0_08; Name of column AIR_150_Min changed to AIRTEMP_MIN_150_0_04; Name of column DEWPT150_Min changed to DEWPT_MIN_150_0_04; Name of column AIR_450_Min changed to AIRTEMP_MIN_450_0_01; Name of column DEWPT450_Min changed to DEWPT_MIN_450_0_01; Name of column AIR_250_Min changed to AIRTEMP_MIN_250_0_03; Name of column AIR_350_Min changed to AIRTEMP_MIN_350_0_02; Name of column ASP_350_Min changed to AIRTEMP_MIN_350_0_08; Name of column RH_150_Avg changed to RELHUM_MEAN_150_0_04; Name of column RH_450_Avg changed to RELHUM_MEAN_450_0_01; Name of column AIR_150_diag_Min changed to AIRTEMP_150_DIAG; Name of column AIR_250_diag_Min changed to AIRTEMP_250_DIAG; Name of column AIR_450_diag_Min changed to AIRTEMP_450_DIAG; 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 WINDSPEED_WVc_1 changed to WSPD_PRO_MEAN_1000_0_01; Name of column WINDSPEED_WVc_2 changed to WDIR_PRO_MEAN_1000_0_01; Name of column WINDSPEED_WVc_3 changed to WDIR_PRO_STDDEV_1000_0_01; Name of column WINDSPEED_Max changed to WSPD_PRO_MAX_1000_0_01; Name of column N_samples changed to WDIAG_SNC_NS_1000_0_02; Name of column N_samples_good changed to WDIAG_SNC_NSG_1000_0_02; Name of column Ts_Avg changed to WAIR_SNC_MEAN_1000_0_02; Name of column Ts_Std changed to WAIR_SNC_STDDEV_1000_0_02; Name of column Ux_Std changed to WUX_SNC_STDEV_1000_0_02; Name of column Uy_Std changed to WUY_SNC_STDEV_1000_0_02; Name of column SPD_mean changed to WSPD_SNC_MEAN_1000_0_02; Name of column DIR_mean changed to WDIR_SNC_MEAN_1000_0_02; Name of column DIR_std changed to WDIR_SNC_STDDEV_1000_0_02; Name of column SPD_Gust_max changed to WSPD_SNC_MAX_1000_0_02; 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-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 AIRTEMP_MEAN_150_0_04 changed from '' to 'deg c'; Units of column DEWPT_MEAN_150_0_04 changed from '' to 'deg c'; Units of column AIRTEMP_MEAN_450_0_01 changed from '' to 'deg c'; Units of column DEWPT_MEAN_450_0_01 changed from '' to 'deg c'; Units of column AIRTEMP_MEAN_250_0_03 changed from '' to 'deg c'; Units of column AIRTEMP_MEAN_350_0_02 changed from '' to 'deg c'; Units of column AIRTEMP_MEAN_350_0_08 changed from '' to 'deg c'; Units of column AIRTEMP_MAX_150_0_04 changed from '' to 'deg c'; Units of column DEWPT_MAX_150_0_04 changed from '' to 'deg c'; Units of column AIRTEMP_MAX_450_0_01 changed from '' to 'deg c'; Units of column DEWPT_MAX_450_0_01 changed from '' to 'deg c'; Units of column AIRTEMP_MAX_250_0_03 changed from '' to 'deg c'; Units of column AIRTEMP_MAX_350_0_02 changed from '' to 'deg c'; Units of column AIRTEMP_MAX_350_0_08 changed from '' to 'deg c'; Units of column AIRTEMP_MIN_150_0_04 changed from '' to 'deg c'; Units of column DEWPT_MIN_150_0_04 changed from '' to 'deg c'; Units of column AIRTEMP_MIN_450_0_01 changed from '' to 'deg c'; Units of column DEWPT_MIN_450_0_01 changed from '' to 'deg c'; Units of column AIRTEMP_MIN_250_0_03 changed from '' to 'deg c'; Units of column AIRTEMP_MIN_350_0_02 changed from '' to 'deg c'; Units of column AIRTEMP_MIN_350_0_08 changed from '' to 'deg c'; Units of column RELHUM_MEAN_150_0_04 changed from '' to 'percent'; Units of column RELHUM_MEAN_450_0_01 changed from '' to 'percent'; Units of column AIRTEMP_150_DIAG changed from '' to 'none'; Units of column AIRTEMP_250_DIAG changed from '' to 'none'; Units of column AIRTEMP_450_DIAG changed from '' to 'none'; 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 WSPD_PRO_MEAN_1000_0_01 changed from '' to 'm s-1'; Units of column WDIR_PRO_MEAN_1000_0_01 changed from '' to 'degree'; Units of column WDIR_PRO_STDDEV_1000_0_01 changed from '' to 'degree'; Units of column WSPD_PRO_MAX_1000_0_01 changed from '' to 'm s-1'; Units of column WDIAG_SNC_NS_1000_0_02 changed from '' to 'none'; Units of column WDIAG_SNC_NSG_1000_0_02 changed from '' to 'none'; Units of column WAIR_SNC_MEAN_1000_0_02 changed from '' to 'deg c'; Units of column WAIR_SNC_STDDEV_1000_0_02 changed from '' to 'deg c'; Units of column WUX_SNC_STDEV_1000_0_02 changed from '' to 'm s-1'; Units of column WUY_SNC_STDEV_1000_0_02 changed from '' to 'm s-1'; Units of column WSPD_SNC_MEAN_1000_0_02 changed from '' to 'm s-1'; Units of column WDIR_SNC_MEAN_1000_0_02 changed from '' to 'degree'; Units of column WDIR_SNC_STDDEV_1000_0_02 changed from '' to 'degree'; Units of column WSPD_SNC_MAX_1000_0_02 changed from '' to 'm s-1'; 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-Nov-2023: Data Type of column PROGID changed from 'd' to 'f'; ('apply_template') 15-Nov-2023: Variable Type of column AIRTEMP_150_DIAG changed from 'data' to 'nominal'; Variable Type of column AIRTEMP_250_DIAG changed from 'data' to 'nominal'; Variable Type of column AIRTEMP_450_DIAG 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 AIRTEMP_MEAN_150_0_04 changed from 'continous' to 'continuous'; Numeric Type of column DEWPT_MEAN_150_0_04 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MEAN_450_0_01 changed from 'continous' to 'continuous'; Numeric Type of column DEWPT_MEAN_450_0_01 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MEAN_250_0_03 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MEAN_350_0_02 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MEAN_350_0_08 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MAX_150_0_04 changed from 'continous' to 'continuous'; Numeric Type of column DEWPT_MAX_150_0_04 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MAX_450_0_01 changed from 'continous' to 'continuous'; Numeric Type of column DEWPT_MAX_450_0_01 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MAX_250_0_03 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MAX_350_0_02 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MAX_350_0_08 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MIN_150_0_04 changed from 'continous' to 'continuous'; Numeric Type of column DEWPT_MIN_150_0_04 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MIN_450_0_01 changed from 'continous' to 'continuous'; Numeric Type of column DEWPT_MIN_450_0_01 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MIN_250_0_03 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MIN_350_0_02 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MIN_350_0_08 changed from 'continous' to 'continuous'; Numeric Type of column RELHUM_MEAN_150_0_04 changed from 'continous' to 'continuous'; Numeric Type of column RELHUM_MEAN_450_0_01 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 WSPD_PRO_MEAN_1000_0_01 changed from 'continous' to 'continuous'; Numeric Type of column WDIR_PRO_MEAN_1000_0_01 changed from 'continous' to 'angular'; Numeric Type of column WDIR_PRO_STDDEV_1000_0_01 changed from 'continous' to 'continuous'; Numeric Type of column WSPD_PRO_MAX_1000_0_01 changed from 'continous' to 'continuous'; Numeric Type of column WAIR_SNC_MEAN_1000_0_02 changed from 'continous' to 'continuous'; Numeric Type of column WAIR_SNC_STDDEV_1000_0_02 changed from 'continous' to 'continuous'; Numeric Type of column WUX_SNC_STDEV_1000_0_02 changed from 'continous' to 'continuous'; Numeric Type of column WUY_SNC_STDEV_1000_0_02 changed from 'continous' to 'continuous'; Numeric Type of column WSPD_SNC_MEAN_1000_0_02 changed from 'continous' to 'continuous'; Numeric Type of column WDIR_SNC_MEAN_1000_0_02 changed from 'continous' to 'angular'; Numeric Type of column WDIR_SNC_STDDEV_1000_0_02 changed from 'continous' to 'angular'; Numeric Type of column WSPD_SNC_MAX_1000_0_02 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-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,[227,235,236])='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_AVG changed from '' to 'x<0='I';x<11.5='L';x>16='H';isnan(x)='M''; Q/C Criteria of column AIRTEMP_MEAN_150_0_04 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('12/28/2012 12:00:00')&col_Date<=datenum('5/29/2013 12:00:00')='I';col_Date>=datenum('12/22/2015 09:00:00')&col_Date<=datenum('05/25/2016 12:00:00')='I';col_Date>=datenum('11/30/2016 12:30:00')&col_Date<=datenum('6/6/2017 16:20:00')='I';col_Date>=datenum('10/18/2017 16:15:00')&col_Date<=datenum('10/18/2017 16:25:00')='C';col_Date>=datenum('05/13/2021 13:45:00')&col_Date<=datenum('05/13/2021 13:55:00')='I';flag_daterange(col_Date,{'11/20/2017 15:10:00','12/20/2017 15:20:00'})='I';(col_AIRTEMP_MAX_150_0_04-col_AIRTEMP_MEAN_150_0_04)>1='Q'; (col_AIRTEMP_MEAN_150_0_04-col_AIRTEMP_MIN_150_0_04)>1='Q'; x>col_AIRTEMP_MAX_150_0_04='I'; x50='I';flag_v aluechange(col_AIRTEMP_MEAN_150_0_04,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_150_0_04,8,8,1) ='Q';isnan(col_RELHUM_MEAN_150_0_04)='M';isnan(col_AIRTEMP_MEAN_150_0_04)='M';col_AIR TEMP_MEAN_150_0_04col_FOURHI='Q';isnan(x)=' M';col_Date>=datenum('12/28/2012 12:00:00')&col_Date<=datenum('05/29/2013 12:00:00')='I';col_Date>=datenum('12/22/2015 09:00:00')&col_Date<=datenum('05/25/2016 12:00:00')='I';col_Date>=datenum('11/30/2016 12:30:00')&col_Date<=datenum('6/6/2017 16:20:00')='I''; Q/C Criteria of column AIRTEMP_MEAN_450_0_01 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('10/18/2017 16:05:00')&col_Date<=datenum('10/18/2017 16:15:00')='C';(col_AIRTEMP_MAX_450_0_01-col_AIRTEMP_MEAN_450_0_01)>1='Q'; (col_AIRTEMP_MEAN_450_0_01-col_AIRTEMP_MIN_450_0_01)>1='Q'; x>col_AIRTEMP_MAX_450_0_01='I'; x50='I';flag_v aluechange(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ='Q';isnan(col_RELHUM_MEAN_450_0_01)='M';isnan(col_AIRTEMP_MEAN_450_0_01)='M';col_AIR TEMP_MEAN_450_0_01col_FOURHI='Q';isnan(x)=' M''; Q/C Criteria of column AIRTEMP_MEAN_250_0_03 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('01/06/2016 12:00:00')&col_Date<=datenum('04/25/2016 12:00:00')='I';col_Date>=datenum('09/28/2016 09:35:00')&col_Date<=datenum('10/08/2016 11:45:00')='I';col_Date>=datenum('01/09/2017 15:00:00')&col_Date<=datenum('6/06/2017 16:20:00')='I';col_Date>=datenum('02/26/2019 12:00:00')&col_Date<=datenum('03/18/2019 12:00:00')='M';(col_AIRTEMP_MAX_250_0_03-col_AIRTEMP_MEAN_250_0_03)>1='Q'; (col_AIRTEMP_MEAN_250_0_03-col_AIRTEMP_MIN_250_0_03)>1='Q'; x>col_AIRTEMP_MAX_250_0_03='I'; x50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';(col_AIRTEMP_MAX_350_0_02-col_AIRTEMP_ MEAN_350_0_02)>1='Q'; (col_AIRTEMP_MEAN_350_0_02-col_AIRTEMP_MIN_350_0_02)>1='Q'; x>col_AIRTEMP_MAX_350_0_02='I'; x50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('09/19/2016 05:55:00')&col_Date<=datenum('09/25/2016 11:10:00')='I';(col_AIRTEMP_MAX_350_0_08-col_AIRTEMP_MEAN_350_0_08)>1='Q'; (col_AIRTEMP_MEAN_350_0_08-col_AIRTEMP_MIN_350_0_08)>1='Q'; x>col_AIRTEMP_MAX_350_0_08='I'; x50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('12/28/2012 12:00:00')&col_Date<=datenum('5/29/2013 12:00:00')='I';col_Date>=datenum('12/22/2015 09:00:00')&col_Date<=datenum('05/25/2016 12:00:00')='I';col_Date>=datenum('11/30/2016 12:30:00')&col_Date<=datenum('6/6/2017 16:20:00')='I''; Q/C Criteria of column DEWPT_MAX_150_0_04 changed from '' to 'x<-68='I';col_AIRTEMP_MEAN_150_0_04<=-35='I';col_AIRTEMP_MEAN_150_0_04>50='I';flag_v aluechange(col_AIRTEMP_MEAN_150_0_04,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_150_0_04,8,8,1) ='Q';isnan(col_RELHUM_MEAN_150_0_04)='M';isnan(col_AIRTEMP_MEAN_150_0_04)='M';col_AIR TEMP_MEAN_150_0_04col_FOURHI='Q';isnan(x)=' M';col_Date>=datenum('12/28/2012 12:00:00')&col_Date<=datenum('5/29/2013 12:00:00')='I';col_Date>=datenum('12/22/2015 09:00:00')&col_Date<=datenum('05/25/2016 12:00:00')='I';col_Date>=datenum('11/30/2016 12:30:00')&col_Date<=datenum('6/6/2017 16:20:00')='I''; Q/C Criteria of column AIRTEMP_MAX_450_0_01 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q''; Q/C Criteria of column DEWPT_MAX_450_0_01 changed from '' to 'x<-68='I';col_AIRTEMP_MEAN_450_0_01<=-35='I';col_AIRTEMP_MEAN_450_0_01>50='I';flag_v aluechange(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ='Q';isnan(col_RELHUM_MEAN_450_0_01)='M';isnan(col_AIRTEMP_MEAN_450_0_01)='M';col_AIR TEMP_MEAN_450_0_01col_FOURHI='Q';isnan(x)=' M''; Q/C Criteria of column AIRTEMP_MAX_250_0_03 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('01/06/2016 12:00:00')&col_Date<=datenum('04/25/2016 12:00:00')='I';col_Date>=datenum('09/28/2016 09:35:00')&col_Date<=datenum('10/08/2016 11:45:00')='I';col_Date>=datenum('01/09/2017 15:00:00')&col_Date<=datenum('6/06/2017 16:20:00')='I''; Q/C Criteria of column AIRTEMP_MAX_350_0_02 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q''; Q/C Criteria of column AIRTEMP_MAX_350_0_08 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('09/19/2016 05:55:00')&col_Date<=datenum('09/25/2016 11:10:00')='I''; Q/C Criteria of column AIRTEMP_MIN_150_0_04 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('12/28/2012 12:00:00')&col_Date<=datenum('5/29/2013 12:00:00')='I';col_Date>=datenum('12/22/2015 09:00:00')&col_Date<=datenum('05/25/2016 12:00:00')='I';col_Date>=datenum('11/30/2016 12:30:00')&col_Date<=datenum('6/6/2017 16:20:00')='I''; Q/C Criteria of column DEWPT_MIN_150_0_04 changed from '' to 'x<-68='I';col_AIRTEMP_MEAN_150_0_04<=-35='I';col_AIRTEMP_MEAN_150_0_04>50='I';flag_v aluechange(col_AIRTEMP_MEAN_150_0_04,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_150_0_04,8,8,1) ='Q';isnan(col_RELHUM_MEAN_150_0_04)='M';isnan(col_AIRTEMP_MEAN_150_0_04)='M';col_AIR TEMP_MEAN_150_0_04col_FOURHI='Q';isnan(x)=' M';col_Date>=datenum('12/28/2012 12:00:00')&col_Date<=datenum('05/29/2013 12:00:00')='I';col_Date>=datenum('12/22/2015 09:00:00')&col_Date<=datenum('05/25/2016 12:00:00')='I';col_Date>=datenum('11/30/2016 12:30:00')&col_Date<=datenum('6/6/2017 16:20:00')='I''; Q/C Criteria of column AIRTEMP_MIN_450_0_01 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q''; Q/C Criteria of column DEWPT_MIN_450_0_01 changed from '' to 'x<-68='I';col_AIRTEMP_MEAN_450_0_01<=-35='I';col_AIRTEMP_MEAN_450_0_01>50='I';flag_v aluechange(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ='Q';isnan(col_RELHUM_MEAN_450_0_01)='M';isnan(col_AIRTEMP_MEAN_450_0_01)='M';col_AIR TEMP_MEAN_450_0_01col_FOURHI='Q';isnan(x)=' M''; Q/C Criteria of column AIRTEMP_MIN_250_0_03 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('01/06/2016 12:00:00')&col_Date<=datenum('04/25/2016 12:00:00')='I';col_Date>=datenum('09/28/2016 09:35:00')&col_Date<=datenum('10/08/2016 11:45:00')='I';col_Date>=datenum('01/09/2017 15:00:00')&col_Date<=datenum('6/06/2017 16:20:00')='I''; Q/C Criteria of column AIRTEMP_MIN_350_0_02 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q''; Q/C Criteria of column AIRTEMP_MIN_350_0_08 changed from '' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('09/19/2016 05:55:00')&col_Date<=datenum('09/25/2016 11:10:00')='I''; Q/C Criteria of column RELHUM_MEAN_150_0_04 changed from '' to 'col_AIRTEMP_150_DIAG=0='M';x<5='I';x>105='I';isnan(x)='M';col_Date>=datenum('12/28/2 012 12:00:00')&col_Date<=datenum('05/29/2013 12:00:00')='I';col_Date>=datenum('12/22/2015 09:00:00')&col_Date<=datenum('05/25/2016 12:00:00')='I';col_Date>=datenum('11/30/2016 12:30:00')&col_Date<=datenum('6/6/2017 16:20:00')='I';col_Date>=datenum('10/18/2017 16:15:00')&col_Date<=datenum('10/18/2017 16:25:00')='C''; Q/C Criteria of column RELHUM_MEAN_450_0_01 changed from '' to 'col_AIRTEMP_450_DIAG=0='M';x<5='I';x>105='I';isnan(x)='M';col_Date>=datenum('10/18/2 017 16:05:00')&col_Date<=datenum('10/18/2017 16:15:00')='C''; Q/C Criteria of column AIRTEMP_150_DIAG changed from '' to 'flag_notinarray(x,[0,1])='I';isnan(x)='M''; Q/C Criteria of column AIRTEMP_250_DIAG changed from '' to 'flag_notinarray(x,[0,1])='I';isnan(x)='M''; Q/C Criteria of column AIRTEMP_450_DIAG changed from '' to 'flag_notinarray(x,[0,1])='I';isnan(x)='M''; 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 WSPD_PRO_MEAN_1000_0_01 changed from '' to 'isnan(x)='M';x<=0.3='N';x<=1='B';x>20='I';x>15='Q''; Q/C Criteria of column WDIR_PRO_MEAN_1000_0_01 changed from '' to 'isnan(x)='M';x<0='I';x>360='I';col_WSPD_PRO_MEAN_1000_0_01<=0.1&col_WSPD_PRO_MEAN_10 00_0_01>0='B''; Q/C Criteria of column WDIR_PRO_STDDEV_1000_0_01 changed from '' to 'isnan(x)='M';x<0='I';x>180='I';col_WSPD_PRO_MEAN_1000_0_01<=0.1&col_WSPD_PRO_MEAN_10 00_0_01>0='B''; Q/C Criteria of column WSPD_PRO_MAX_1000_0_01 changed from '' to 'isnan(x)='M';x<=0.3='N';x<=1='B';x>20='I';x>15='Q''; Q/C Criteria of column WDIAG_SNC_NS_1000_0_02 changed from '' to 'isnan(x)='M';x<0='I''; Q/C Criteria of column WDIAG_SNC_NSG_1000_0_02 changed from '' to 'isnan(x)='M';x<0='I''; Q/C Criteria of column WAIR_SNC_MEAN_1000_0_02 changed from '' to 'isnan(x)='M';col_WDIAG_SNC_NSG_1000_0_02<12='T''; Q/C Criteria of column WAIR_SNC_STDDEV_1000_0_02 changed from '' to 'isnan(x)='M';col_WDIAG_SNC_NSG_1000_0_02<12='T''; Q/C Criteria of column WUX_SNC_STDEV_1000_0_02 changed from '' to 'isnan(x)='M';col_WDIAG_SNC_NSG_1000_0_02<12='T''; Q/C Criteria of column WUY_SNC_STDEV_1000_0_02 changed from '' to 'isnan(x)='M';col_WDIAG_SNC_NSG_1000_0_02<12='T''; Q/C Criteria of column WSPD_SNC_MEAN_1000_0_02 changed from '' to 'isnan(x)='M';x>20='I';x<0='I';x>15='Q';col_WDIAG_SNC_NSG_1000_0_02<12='T''; Q/C Criteria of column WDIR_SNC_MEAN_1000_0_02 changed from '' to 'x<0='I';x>360='I';isnan(x)='M';col_WDIAG_SNC_NSG_1000_0_02<12='T''; Q/C Criteria of column WDIR_SNC_STDDEV_1000_0_02 changed from '' to 'isnan(x)='M';x<0='Q';x>180='Q';col_WDIAG_SNC_NSG_1000_0_02<12='T''; Q/C Criteria of column WSPD_SNC_MAX_1000_0_02 changed from '' to 'isnan(x)='M';col_WDIAG_SNC_NSG_1000_0_02<12='T';x>15='Q';x<0='I';x>30='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,50,25,1)='R';isnan(x)=' M';col_Date>=datenum('12/20/2015 01:20:00')&col_Date<=datenum('02/04/2016 12:00:00')='I';col_Date>datenum('05/30/2019 15:25:00')&col_Date=datenum('10/10/2021 03:15:00')&col_Date50='I';flag_v aluechange(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ='Q';isnan(col_RELHUM_MEAN_450_0_01)='M';isnan(col_AIRTEMP_MEAN_450_0_01)='M';col_AIR TEMP_MEAN_450_0_01col_FOURHI='Q';isnan(x)=' M';manual' to 'x<-68='I';col_AIRTEMP_MEAN_450_0_01<=-35='I';col_AIRTEMP_MEAN_450_0_01>50='I';flag_v aluechange(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ='Q';isnan(col_RELHUM_MEAN_450_0_01)='M';isnan(col_AIRTEMP_MEAN_450_0_01)='M';col_AIR TEMP_MEAN_450_0_01col_FOURHI='Q';isnan(x)=' M''; Q/C Criteria of column DEWPT_MAX_450_0_01 changed from 'x<-68='I';col_AIRTEMP_MEAN_450_0_01<=-35='I';col_AIRTEMP_MEAN_450_0_01>50='I';flag_v aluechange(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ='Q';isnan(col_RELHUM_MEAN_450_0_01)='M';isnan(col_AIRTEMP_MEAN_450_0_01)='M';col_AIR TEMP_MEAN_450_0_01col_FOURHI='Q';isnan(x)=' M';manual' to 'x<-68='I';col_AIRTEMP_MEAN_450_0_01<=-35='I';col_AIRTEMP_MEAN_450_0_01>50='I';flag_v aluechange(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ='Q';isnan(col_RELHUM_MEAN_450_0_01)='M';isnan(col_AIRTEMP_MEAN_450_0_01)='M';col_AIR TEMP_MEAN_450_0_01col_FOURHI='Q';isnan(x)=' M''; Q/C Criteria of column AIRTEMP_MAX_350_0_02 changed from 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';manual' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q''; Q/C Criteria of column AIRTEMP_MIN_450_0_01 changed from 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q';manual' to 'x<=-35='I';x>50='I';flag_valuechange(x,6.5,6.5,1)='V';flag_valuechange(x,8,8,1)='Q'; isnan(x)='M';xcol_FOURHI='Q''; Q/C Criteria of column DEWPT_MIN_450_0_01 changed from 'x<-68='I';col_AIRTEMP_MEAN_450_0_01<=-35='I';col_AIRTEMP_MEAN_450_0_01>50='I';flag_v aluechange(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ='Q';isnan(col_RELHUM_MEAN_450_0_01)='M';isnan(col_AIRTEMP_MEAN_450_0_01)='M';col_AIR TEMP_MEAN_450_0_01col_FOURHI='Q';isnan(x)=' M';manual' to 'x<-68='I';col_AIRTEMP_MEAN_450_0_01<=-35='I';col_AIRTEMP_MEAN_450_0_01>50='I';flag_v aluechange(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ='V';flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ='Q';isnan(col_RELHUM_MEAN_450_0_01)='M';isnan(col_AIRTEMP_MEAN_450_0_01)='M';col_AIR TEMP_MEAN_450_0_01col_FOURHI='Q';isnan(x)=' M''; Q/C Criteria of column RELHUM_MEAN_450_0_01 changed from 'col_AIRTEMP_450_DIAG=0='M';x<5='I';x>105='I';isnan(x)='M';col_Date>=datenum('10/18/2 017 16:05:00')&col_Date<=datenum('10/18/2017 16:15:00')='C';manual' to 'col_AIRTEMP_450_DIAG=0='M';x<5='I';x>105='I';isnan(x)='M';col_Date>=datenum('10/18/2 017 16:05:00')&col_Date<=datenum('10/18/2017 16:15:00')='C''; Q/C Criteria of column AIRTEMP_150_DIAG changed from 'flag_notinarray(x,[0,1])='I';isnan(x)='M';manual' to 'flag_notinarray(x,[0,1])='I';isnan(x)='M''; Q/C Criteria of column AIRTEMP_250_DIAG changed from 'flag_notinarray(x,[0,1])='I';isnan(x)='M';manual' to 'flag_notinarray(x,[0,1])='I';isnan(x)='M''; Q/C Criteria of column SOILTEMP_MEAN_0_10_01 changed from 'x<-2='I';x>35='I';x<-1='Q';x>30='Q';isnan(x)='M';manual' 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 'x<-2='I';x>35='I';x<-1='Q';x>30='Q';isnan(x)='M';manual' 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 'x<-2='I';x>35='I';x<-1='Q';x>30='Q';isnan(x)='M';manual' 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 'x<-2='I';x>35='I';x<-1='Q';x>30='Q';isnan(x)='M';manual' to 'x<-2='I';x>35='I';x<-1='Q';x>30='Q';isnan(x)='M''; Q/C Criteria of column WDIAG_SNC_NS_1000_0_02 changed from 'isnan(x)='M';x<0='I';manual' to 'isnan(x)='M';x<0='I''; Q/C Criteria of column WDIAG_SNC_NSG_1000_0_02 changed from 'isnan(x)='M';x<0='I';manual' to 'isnan(x)='M';x<0='I''; ('apply_template') 15-Nov-2023: deleted columns Month, Day, Hour, RecNum, MEAN, STD, MIN, MAX, FOURLO, FOURHI and MEDIAN from the structure ('deletecols') 15-Nov-2023: converted values in all columns assigned QA/QC flag(s) I (invalid value (out of range)) to NaN/empty, locking and replacing existing flags with 'M': 4475 records in LOGGERID, 44788 records in AIRTEMP_MEAN_150_0_04, 45108 records in DEWPT_MEAN_150_0_04, 32431 records in AIRTEMP_MEAN_250_0_03, 1 records in AIRTEMP_MEAN_350_0_02, 1793 records in AIRTEMP_MEAN_350_0_08, 44781 records in AIRTEMP_MAX_150_0_04, 45073 records in DEWPT_MAX_150_0_04, 32431 records in AIRTEMP_MAX_250_0_03, 1794 records in AIRTEMP_MAX_350_0_08, 44800 records in AIRTEMP_MIN_150_0_04, 45131 records in DEWPT_MIN_150_0_04, 32431 records in AIRTEMP_MIN_250_0_03, 2 records in AIRTEMP_MIN_350_0_02, 1792 records in AIRTEMP_MIN_350_0_08, 46088 records in RELHUM_MEAN_150_0_04, 4352 records in AIRTEMP_150_DIAG, 1 records in AIRTEMP_250_DIAG, 105408 records in AIRTEMP_450_DIAG, 13412 records in PRECIP_INST_455_0_01 ('nullflags') 15-Nov-2023: sorted by column Date(ascending) ('sortdata') 15-Nov-2023: replaced 26 missing values in column AIRTEMP_MEAN_150_0_04 with estimated values based on 1D interpolation of AIRTEMP_MEAN_150_0_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: 26 values in 'AIRTEMP_MEAN_150_0_04' were updated with new values ('update_data'): changed record 15446 from NaN to 5.28, changed record 15447 from NaN to 5.28, changed record 16133 from NaN to -5.03, changed record 22312 from NaN to -4.60, changed record 22313 from NaN to -10.59, changed record 22314 from NaN to -16.58, changed record 22315 from NaN to -22.57, changed record 22316 from NaN to -28.56, changed record 23433 from NaN to -34.97, changed record 23434 from NaN to -34.96, changed record 23435 from NaN to -34.96, changed record 23436 from NaN to -34.96, changed record 23437 from NaN to -34.95, changed record 23610 from NaN to -34.96, changed record 23619 from NaN to -34.89, changed record 23623 from NaN to -34.93, changed record 23624 from NaN to -34.93, changed record 23625 from NaN to -34.93, changed record 23626 from NaN to -34.93, changed record 23627 from NaN to -34.93, changed record 23630 from NaN to -34.91, changed record 23631 from NaN to -34.93, changed record 23636 from NaN to -34.97, changed record 23637 from NaN to -34.97, changed record 23638 from NaN to -34.96, changed record 100724 from NaN to 11.97 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MEAN_150_0_04, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 7 missing values in column AIRTEMP_MEAN_450_0_01 with estimated values based on 1D interpolation of AIRTEMP_MEAN_450_0_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: 7 values in 'AIRTEMP_MEAN_450_0_01' were updated with new values ('update_data'): changed record 15446 from NaN to 5.257, changed record 15447 from NaN to 5.229, changed record 16133 from NaN to -5.058, changed record 23728 from NaN to -2.398, changed record 30678 from NaN to 1.791, changed record 68388 from NaN to 7.081, changed record 68390 from NaN to 7.188 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MEAN_450_0_01, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 11 missing values in column AIRTEMP_MEAN_250_0_03 with estimated values based on 1D interpolation of AIRTEMP_MEAN_250_0_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: 11 values in 'AIRTEMP_MEAN_250_0_03' were updated with new values ('update_data'): changed record 15446 from NaN to 5.312, changed record 15447 from NaN to 5.386, changed record 16133 from NaN to -4.924, changed record 23728 from NaN to -1.890, changed record 68388 from NaN to 7.484, changed record 68390 from NaN to 7.580, changed record 96649 from NaN to 18.620, changed record 96661 from NaN to 17.570, changed record 96881 from NaN to 11.990, changed record 96885 from NaN to 11.860, changed record 104452 from NaN to 15.595 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MEAN_250_0_03, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 8 missing values in column AIRTEMP_MEAN_350_0_02 with estimated values based on 1D interpolation of AIRTEMP_MEAN_350_0_02 as a function of Date using the MATLAB 9.912 function 'interp1' with the 'linear' (linear interpolation) method option, excluding data gaps with more than 5 consecutive missing values, and flagging the estimated values as 'E' ('interp_missing') 15-Nov-2023: 8 values in 'AIRTEMP_MEAN_350_0_02' were updated with new values ('update_data'): changed record 15446 from NaN to 5.426, changed record 15447 from NaN to 5.479, changed record 16133 from NaN to -4.765, changed record 23728 from NaN to -1.881, changed record 28105 from NaN to 2.404, changed record 30678 from NaN to 1.035, changed record 68388 from NaN to 7.463, changed record 68390 from NaN to 7.589 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MEAN_350_0_02, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 22 missing values in column AIRTEMP_MEAN_350_0_08 with estimated values based on 1D interpolation of AIRTEMP_MEAN_350_0_08 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: 22 values in 'AIRTEMP_MEAN_350_0_08' were updated with new values ('update_data'): changed record 15446 from NaN to 5.059, changed record 15447 from NaN to 5.162, changed record 16133 from NaN to -4.980, changed record 23728 from NaN to -2.303, changed record 28105 from NaN to 2.261, changed record 30678 from NaN to 0.212, changed record 68388 from NaN to 6.794, changed record 68390 from NaN to 6.881, changed record 100704 from NaN to 15.025, changed record 100722 from NaN to 11.550, changed record 104452 from NaN to 15.585, changed record 104468 from NaN to 14.128, changed record 104469 from NaN to 14.427, changed record 104470 from NaN to 14.725, changed record 104471 from NaN to 15.023, changed record 104472 from NaN to 15.322, changed record 105351 from NaN to 9.376, changed record 105352 from NaN to 8.042, changed record 105353 from NaN to 6.709, changed record 105354 from NaN to 5.375, changed record 105401 from NaN to 30.635, changed record 105402 from NaN to 17.699 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MEAN_350_0_08, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 7 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: 7 values in 'SOILTEMP_MEAN_0_10_01' were updated with new values ('update_data'): changed record 15446 from NaN to 1.616, changed record 15447 from NaN to 1.616, changed record 16133 from NaN to 1.534, changed record 23728 from NaN to 0.567, changed record 30678 from NaN to 0.653, changed record 68388 from NaN to 7.471, changed record 68390 from NaN to 7.465 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILTEMP_MEAN_0_10_01, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 7 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: 7 values in 'SOILTEMP_MEAN_0_20_02' were updated with new values ('update_data'): changed record 15446 from NaN to 2.277, changed record 15447 from NaN to 2.278, changed record 16133 from NaN to 2.181, changed record 23728 from NaN to 1.377, changed record 30678 from NaN to 1.293, changed record 68388 from NaN to 6.757, changed record 68390 from NaN to 6.757 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILTEMP_MEAN_0_20_02, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 7 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: 7 values in 'SOILTEMP_MEAN_0_50_03' were updated with new values ('update_data'): changed record 15446 from NaN to 4.010, changed record 15447 from NaN to 4.011, changed record 16133 from NaN to 3.882, changed record 23728 from NaN to 2.556, changed record 30678 from NaN to 2.342, changed record 68388 from NaN to 4.343, changed record 68390 from NaN to 4.345 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILTEMP_MEAN_0_50_03, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 7 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: 7 values in 'SOILTEMP_MEAN_0_100_04' were updated with new values ('update_data'): changed record 15446 from NaN to 5.624, changed record 15447 from NaN to 5.625, changed record 16133 from NaN to 5.547, changed record 23728 from NaN to 3.955, changed record 30678 from NaN to 3.606, changed record 68388 from NaN to 5.202, changed record 68390 from NaN to 5.204 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILTEMP_MEAN_0_100_04, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 7 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: 7 values in 'SOILWC_MEAN_0_10_01' were updated with new values ('update_data'): changed record 15446 from NaN to 0.417, changed record 15447 from NaN to 0.417, changed record 16133 from NaN to 0.396, changed record 23728 from NaN to 0.427, changed record 30678 from NaN to 0.380, changed record 68388 from NaN to 0.375, changed record 68390 from NaN to 0.375 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILWC_MEAN_0_10_01, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 7 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: 7 values in 'SOILWC_MEAN_0_20_02' were updated with new values ('update_data'): changed record 15446 from NaN to 0.296, changed record 15447 from NaN to 0.296, changed record 16133 from NaN to 0.279, changed record 23728 from NaN to 0.303, changed record 30678 from NaN to 0.265, changed record 68388 from NaN to 0.265, changed record 68390 from NaN to 0.265 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILWC_MEAN_0_20_02, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 7 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: 7 values in 'SOILWC_MEAN_0_50_03' were updated with new values ('update_data'): changed record 15446 from NaN to 0.452, changed record 15447 from NaN to 0.451, changed record 16133 from NaN to 0.416, changed record 23728 from NaN to 0.460, changed record 30678 from NaN to 0.365, changed record 68388 from NaN to 0.387, changed record 68390 from NaN to 0.387 15-Nov-2023: Q/C flagging criteria applied for column(s) SOILWC_MEAN_0_50_03, 'flags' field updated ('dataflag') 15-Nov-2023: replaced 7 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: 7 values in 'SOILWC_MEAN_0_100_04' were updated with new values ('update_data'): changed record 15446 from NaN to 0.618, changed record 15447 from NaN to 0.618, changed record 16133 from NaN to 0.613, changed record 23728 from NaN to 0.608, changed record 30678 from NaN to 0.407, changed record 68388 from NaN to 0.505, changed record 68390 from NaN to 0.504 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) AIRTEMP_MEAN_150_0_04 to column(s) AIRTEMP_MAX_150_0_04, AIRTEMP_MIN_150_0_04, DEWPT_MIN_150_0_04, DEWPT_MAX_150_0_04 and RELHUM_MEAN_150_0_04, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_250_0_03 to column(s) AIRTEMP_MAX_250_0_03 and AIRTEMP_MIN_250_0_03, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_350_0_02 to column(s) AIRTEMP_MAX_350_0_02 and AIRTEMP_MIN_350_0_02, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_350_0_08 to column(s) AIRTEMP_MAX_350_0_08 and AIRTEMP_MIN_350_0_08, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_450_0_01 to column(s) AIRTEMP_MAX_450_0_01, AIRTEMP_MIN_450_0_01, DEWPT_MIN_450_0_01, DEWPT_MAX_450_0_01 and RELHUM_MEAN_450_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 'AIRTEMP_FIRSTDIFF_a' at position 59 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_350_0_02 and AIRTEMP_MEAN_450_0_01 to column(s) AIRTEMP_FIRSTDIFF_a, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: added column 'AIRTEMP_FIRSTDIFF_b' at position 60 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_350_0_02 and AIRTEMP_MEAN_250_0_03 to column(s) AIRTEMP_FIRSTDIFF_b, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: added column 'AIRTEMP_FIRSTDIFF_c' at position 61 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_250_0_03 and AIRTEMP_MEAN_150_0_04 to column(s) AIRTEMP_FIRSTDIFF_c, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: imported all documentation metadata from the template 'Cluster_QC', updating descriptors for columns AIRTEMP_FIRSTDIFF_450_350_01, AIRTEMP_FIRSTDIFF_350_250_01 and AIRTEMP_FIRSTDIFF_250_150_01 ('meta_template') 15-Nov-2023: updated 1 metadata fields in the Data section(s) ('addmeta') 15-Nov-2023: Q/C flagging criteria applied, 'flags' field updated ('dataflag') 15-Nov-2023: Name of column AIRTEMP_FIRSTDIFF_a changed to AIRTEMP_FIRSTDIFF_450_350_01; Name of column AIRTEMP_FIRSTDIFF_b changed to AIRTEMP_FIRSTDIFF_350_250_01; Name of column AIRTEMP_FIRSTDIFF_c changed to AIRTEMP_FIRSTDIFF_250_150_01; ('apply_template') 15-Nov-2023: Units of column AIRTEMP_FIRSTDIFF_450_350_01 changed from '' to 'deg c'; Units of column AIRTEMP_FIRSTDIFF_350_250_01 changed from '' to 'deg c'; Units of column AIRTEMP_FIRSTDIFF_250_150_01 changed from '' to 'deg c'; ('apply_template') 15-Nov-2023: Variable Type of column AIRTEMP_FIRSTDIFF_450_350_01 changed from '' to 'data'; Variable Type of column AIRTEMP_FIRSTDIFF_350_250_01 changed from '' to 'data'; Variable Type of column AIRTEMP_FIRSTDIFF_250_150_01 changed from '' to 'data'; ('apply_template') 15-Nov-2023: Q/C Criteria of column AIRTEMP_FIRSTDIFF_450_350_01 changed from 'manual' to 'x>=100='I';x<=-100='I''; Q/C Criteria of column AIRTEMP_FIRSTDIFF_350_250_01 changed from 'manual' to 'x>=100='I';x<=-100='I''; Q/C Criteria of column AIRTEMP_FIRSTDIFF_250_150_01 changed from 'manual' to 'x>=100='I';x<=-100='I''; ('apply_template') 15-Nov-2023: Descriptions of columns AIRTEMP_FIRSTDIFF_450_350_01, AIRTEMP_FIRSTDIFF_350_250_01 and AIRTEMP_FIRSTDIFF_250_150_01 edited; ('apply_template') 15-Nov-2023: added column 'AIRTEMP_STDEV_s' at position 62 ('addcol') 15-Nov-2023: added column 'XAIR_150' at position 63 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_150_0_04, AIRTEMP_MIN_150_0_04 and AIRTEMP_MAX_150_0_04 to column(s) XAIR_150, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: added column 'XAIR_250' at position 64 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_250_0_03, AIRTEMP_MIN_250_0_03 and AIRTEMP_MAX_250_0_03 to column(s) XAIR_250, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: added column 'XAIR_350' at position 65 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_350_0_02, AIRTEMP_MIN_350_0_02 and AIRTEMP_MAX_350_0_02 to column(s) XAIR_350, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: added column 'XAIR_450' at position 66 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_450_0_01, AIRTEMP_MIN_450_0_01 and AIRTEMP_MAX_450_0_01 to column(s) XAIR_450, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: imported all documentation metadata from the template 'Cluster_QC', updating descriptors for columns AIRTEMP_FIRSTDIFF_450_350_01, AIRTEMP_FIRSTDIFF_350_250_01, AIRTEMP_FIRSTDIFF_250_150_01, AIRTEMP_STDEV_0_0_01, XAIR_150, XAIR_250, XAIR_350 and XAIR_450 ('meta_template') 15-Nov-2023: updated 1 metadata fields in the Data section(s) ('addmeta') 15-Nov-2023: Q/C flagging criteria applied, 'flags' field updated ('dataflag') 15-Nov-2023: Name of column AIRTEMP_STDEV_s changed to AIRTEMP_STDEV_0_0_01; ('apply_template') 15-Nov-2023: Units of column AIRTEMP_STDEV_0_0_01 changed from '' to 'deg c'; Units of column XAIR_150 changed from '' to 'deg c'; ('apply_template') 15-Nov-2023: Variable Type of column AIRTEMP_STDEV_0_0_01 changed from '' to 'data'; ('apply_template') 15-Nov-2023: Q/C Criteria of column XAIR_150 changed from 'manual' to ''; Q/C Criteria of column XAIR_250 changed from 'manual' to ''; Q/C Criteria of column XAIR_350 changed from 'manual' to ''; Q/C Criteria of column XAIR_450 changed from 'manual' to ''; ('apply_template') 15-Nov-2023: Descriptions of columns AIRTEMP_STDEV_0_0_01, XAIR_150, XAIR_250, XAIR_350 and XAIR_450 edited; ('apply_template') 15-Nov-2023: added column 'SATVP_MEAN_150_0_04' at position 67 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_150_0_04 to column(s) SATVP_MEAN_150_0_04, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: added column 'VAP_MEAN_150_0_04' at position 68 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) DEWPT_MEAN_150_0_04 to column(s) VAP_MEAN_150_0_04, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: added column 'VPD_MEAN_150_0_04' at position 69 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_150_0_04 and RELHUM_MEAN_150_0_04 to column(s) VPD_MEAN_150_0_04, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 15-Nov-2023: added column 'SATVP_MEAN_450_0_01' at position 70 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_450_0_01 to column(s) SATVP_MEAN_450_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 'VAP_MEAN_450_0_01' at position 71 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) DEWPT_MEAN_450_0_01 to column(s) VAP_MEAN_450_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 'VPD_MEAN_450_0_01' at position 72 ('addcol') 15-Nov-2023: copied QA/QC flags from column(s) AIRTEMP_MEAN_450_0_01 and RELHUM_MEAN_450_0_01 to column(s) VPD_MEAN_450_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 'AIRTEMP_150_DIAG = 0' in column(s) AIRTEMP_MEAN_150_0_04, AIRTEMP_MAX_150_0_04, AIRTEMP_MIN_150_0_04, DEWPT_MEAN_150_0_04, DEWPT_MIN_150_0_04, DEWPT_MAX_150_0_04, RELHUM_MEAN_150_0_04, SATVP_MEAN_150_0_04, VAP_MEAN_150_0_04 and VPD_MEAN_150_0_04 with NaN ('num_replace') 15-Nov-2023: 1320 values in 'AIRTEMP_MEAN_150_0_04' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MEAN_150_0_04, 'flags' field updated ('dataflag') 15-Nov-2023: updated 1 metadata fields in the Data section(s) ('addmeta') 15-Nov-2023: manually added 'M' flags to 1418 records in column(s) AIRTEMP_MEAN_150_0_04 ('addflags') 15-Nov-2023: 1307 values in 'AIRTEMP_MAX_150_0_04' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MAX_150_0_04, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'M' flags to 1418 records in column(s) AIRTEMP_MAX_150_0_04 ('addflags') 15-Nov-2023: 1288 values in 'AIRTEMP_MIN_150_0_04' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MIN_150_0_04, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'M' flags to 1418 records in column(s) AIRTEMP_MIN_150_0_04 ('addflags') 15-Nov-2023: 980 values in 'DEWPT_MEAN_150_0_04' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) DEWPT_MEAN_150_0_04, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'M' flags to 1418 records in column(s) DEWPT_MEAN_150_0_04 ('addflags') 15-Nov-2023: 957 values in 'DEWPT_MIN_150_0_04' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) DEWPT_MIN_150_0_04, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'M' flags to 1418 records in column(s) DEWPT_MIN_150_0_04 ('addflags') 15-Nov-2023: 1015 values in 'DEWPT_MAX_150_0_04' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) DEWPT_MAX_150_0_04, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'M' flags to 1418 records in column(s) DEWPT_MAX_150_0_04 ('addflags') 15-Nov-2023: manually added 'M' flags to 1418 records in column(s) RELHUM_MEAN_150_0_04 ('addflags') 15-Nov-2023: 1320 values in 'SATVP_MEAN_150_0_04' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) SATVP_MEAN_150_0_04, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'M' flags to 1418 records in column(s) SATVP_MEAN_150_0_04 ('addflags') 15-Nov-2023: 980 values in 'VAP_MEAN_150_0_04' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) VAP_MEAN_150_0_04, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'M' flags to 1418 records in column(s) VAP_MEAN_150_0_04 ('addflags') 15-Nov-2023: manually added 'M' flags to 1418 records in column(s) VPD_MEAN_150_0_04 ('addflags') 15-Nov-2023: converted values in column(s) AIRTEMP_MEAN_150_0_04, DEWPT_MEAN_150_0_04, AIRTEMP_MAX_150_0_04, DEWPT_MAX_150_0_04, AIRTEMP_MIN_150_0_04, DEWPT_MIN_150_0_04, RELHUM_MEAN_150_0_04, SATVP_MEAN_150_0_04, VAP_MEAN_150_0_04 and VPD_MEAN_150_0_04 assigned QA/QC flag(s) M (undefined) to NaN/empty, locking and replacing existing flags with 'M': 46185 records in AIRTEMP_MEAN_150_0_04, 46191 records in DEWPT_MEAN_150_0_04, 46185 records in AIRTEMP_MAX_150_0_04, 46185 records in DEWPT_MAX_150_0_04, 46185 records in AIRTEMP_MIN_150_0_04, 46185 records in DEWPT_MIN_150_0_04, 46185 records in RELHUM_MEAN_150_0_04, 46185 records in SATVP_MEAN_150_0_04, 46191 records in VAP_MEAN_150_0_04, 46185 records in VPD_MEAN_150_0_04 ('nullflags') 15-Nov-2023: replaced values matching 'AIRTEMP_250_DIAG = 0' in column(s) AIRTEMP_MEAN_250_0_03, AIRTEMP_MIN_250_0_03 and AIRTEMP_MAX_250_0_03 with NaN ('num_replace') 15-Nov-2023: 8 values in 'AIRTEMP_MEAN_250_0_03' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MEAN_250_0_03, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'M' flags to 8 records in column(s) AIRTEMP_MEAN_250_0_03 ('addflags') 15-Nov-2023: 8 values in 'AIRTEMP_MIN_250_0_03' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MIN_250_0_03, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'M' flags to 8 records in column(s) AIRTEMP_MIN_250_0_03 ('addflags') 15-Nov-2023: 8 values in 'AIRTEMP_MAX_250_0_03' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) AIRTEMP_MAX_250_0_03, 'flags' field updated ('dataflag') 15-Nov-2023: manually added 'M' flags to 8 records in column(s) AIRTEMP_MAX_250_0_03 ('addflags') 15-Nov-2023: converted values in column(s) AIRTEMP_MEAN_250_0_03, AIRTEMP_MAX_250_0_03 and AIRTEMP_MIN_250_0_03 assigned QA/QC flag(s) M (undefined) to NaN/empty, locking and replacing existing flags with 'M': 36887 records in AIRTEMP_MEAN_250_0_03, 36887 records in AIRTEMP_MAX_250_0_03, 36887 records in AIRTEMP_MIN_250_0_03 ('nullflags') 15-Nov-2023: converted values in column(s) AIRTEMP_MEAN_450_0_01, DEWPT_MEAN_450_0_01, AIRTEMP_MAX_450_0_01, DEWPT_MAX_450_0_01, AIRTEMP_MIN_450_0_01, DEWPT_MIN_450_0_01, RELHUM_MEAN_450_0_01, SATVP_MEAN_450_0_01, VAP_MEAN_450_0_01 and VPD_MEAN_450_0_01 assigned QA/QC flag(s) M (undefined) to NaN/empty, locking and replacing existing flags with 'M': 4468 records in AIRTEMP_MEAN_450_0_01, 4475 records in DEWPT_MEAN_450_0_01, 4468 records in AIRTEMP_MAX_450_0_01, 4468 records in DEWPT_MAX_450_0_01, 4468 records in AIRTEMP_MIN_450_0_01, 4468 records in DEWPT_MIN_450_0_01, 4468 records in RELHUM_MEAN_450_0_01, 4468 records in SATVP_MEAN_450_0_01, 4475 records in VAP_MEAN_450_0_01, 4468 records in VPD_MEAN_450_0_01 ('nullflags') 15-Nov-2023: replaced values matching 'WSPD_PRO_MEAN_1000_0_01 = 0' in column(s) WDIR_PRO_MEAN_1000_0_01 and WDIR_PRO_STDDEV_1000_0_01 with NaN ('num_replace') 15-Nov-2023: 10895 values in 'WDIR_PRO_MEAN_1000_0_01' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) WDIR_PRO_MEAN_1000_0_01, 'flags' field updated ('dataflag') 15-Nov-2023: 10895 values in 'WDIR_PRO_STDDEV_1000_0_01' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) WDIR_PRO_STDDEV_1000_0_01, 'flags' field updated ('dataflag') 15-Nov-2023: replaced values matching 'WSPD_SNC_MEAN_1000_0_02 = 0' in column(s) WDIR_SNC_MEAN_1000_0_02 and WDIR_SNC_STDDEV_1000_0_02 with NaN ('num_replace') 15-Nov-2023: 9 values in 'WDIR_SNC_MEAN_1000_0_02' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) WDIR_SNC_MEAN_1000_0_02, 'flags' field updated ('dataflag') 15-Nov-2023: 9 values in 'WDIR_SNC_STDDEV_1000_0_02' were updated with new values ('update_data') 15-Nov-2023: Q/C flagging criteria applied for column(s) WDIR_SNC_STDDEV_1000_0_02, 'flags' field updated ('dataflag') 15-Nov-2023: documented flagged and missing values in columns Site, LOGGERID, PROGID, BATTERY_AVG, BATTERY_V_CHECK, AIRTEMP_MEAN_150_0_04, DEWPT_MEAN_150_0_04, AIRTEMP_MEAN_450_0_01, DEWPT_MEAN_450_0_01, AIRTEMP_MEAN_250_0_03, AIRTEMP_MEAN_350_0_02, AIRTEMP_MEAN_350_0_08, AIRTEMP_MAX_150_0_04, DEWPT_MAX_150_0_04, AIRTEMP_MAX_450_0_01, DEWPT_MAX_450_0_01, AIRTEMP_MAX_250_0_03, AIRTEMP_MAX_350_0_02, AIRTEMP_MAX_350_0_08, AIRTEMP_MIN_150_0_04, DEWPT_MIN_150_0_04, AIRTEMP_MIN_450_0_01, DEWPT_MIN_450_0_01, AIRTEMP_MIN_250_0_03, AIRTEMP_MIN_350_0_02, AIRTEMP_MIN_350_0_08, RELHUM_MEAN_150_0_04, RELHUM_MEAN_450_0_01, AIRTEMP_150_DIAG, AIRTEMP_250_DIAG, AIRTEMP_450_DIAG, 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, WSPD_PRO_MEAN_1000_0_01, WDIR_PRO_MEAN_1000_0_01, WDIR_PRO_STDDEV_1000_0_01, WSPD_PRO_MAX_1000_0_01, WDIAG_SNC_NS_1000_0_02, WDIAG_SNC_NSG_1000_0_02, WAIR_SNC_MEAN_1000_0_02, WAIR_SNC_STDDEV_1000_0_02, WUX_SNC_STDEV_1000_0_02, WUY_SNC_STDEV_1000_0_02, WSPD_SNC_MEAN_1000_0_02, WDIR_SNC_MEAN_1000_0_02, WDIR_SNC_STDDEV_1000_0_02, WSPD_SNC_MAX_1000_0_02, PRECIP_INST_455_0_01, ORI_SA_AVG, PUMPVOLTS_Avg, PUMPVOLTS_CHECK, AIRTEMP_FIRSTDIFF_450_350_01, AIRTEMP_FIRSTDIFF_350_250_01, AIRTEMP_FIRSTDIFF_250_150_01, AIRTEMP_STDEV_0_0_01, XAIR_150, XAIR_250, XAIR_350, XAIR_450, SATVP_MEAN_150_0_04, VAP_MEAN_150_0_04, VPD_MEAN_150_0_04, SATVP_MEAN_450_0_01, VAP_MEAN_450_0_01 and VPD_MEAN_450_0_01 as data set anomalies in the metadata ('add_anomalies') 15-Nov-2023: updated title ('newtitle') 15-Nov-2023: updated 1 metadata fields in the Dataset section(s) ('addmeta') 15-Nov-2023: updated title ('newtitle') 15-Nov-2023: updated 1 metadata fields in the Dataset section(s) ('addmeta') 15-Nov-2023: added column 'PRECIP_TOT_455_0_01' at position 56 ('addcol') 15-Nov-2023: manually added an array of custom flags to 105408 records in column(s) PRECIP_TOT_455_0_01 ('addflags') 15-Nov-2023: locked Q/C flag criteria for column PRECIP_TOT_455_0_01 to prevent automatic evaluation ('flag_locks') 15-Nov-2023: added column 'PRECIP_ACC_455_0_01' at position 57 ('addcol') 15-Nov-2023: 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-Nov-2023: deleted columns WDIAG_SNC_NSG_1000_0_02, WDIAG_SNC_NS_1000_0_02, AIRTEMP_FIRSTDIFF_450_350_01, AIRTEMP_FIRSTDIFF_350_250_01, AIRTEMP_FIRSTDIFF_250_150_01, AIRTEMP_STDEV_0_0_01, XAIR_150, XAIR_250, XAIR_350 and XAIR_450 from the structure ('deletecols') 15-Nov-2023: deleted columns ORI_SA_AVG and BATTERY_AVG 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 LOGGERID, PROGID, BATTERY_V_CHECK, AIRTEMP_MEAN_150_0_04, DEWPT_MEAN_150_0_04, AIRTEMP_MEAN_450_0_01, DEWPT_MEAN_450_0_01, AIRTEMP_MEAN_250_0_03, AIRTEMP_MEAN_350_0_02, AIRTEMP_MEAN_350_0_08, AIRTEMP_MAX_150_0_04, DEWPT_MAX_150_0_04, AIRTEMP_MAX_450_0_01, DEWPT_MAX_450_0_01, AIRTEMP_MAX_250_0_03, AIRTEMP_MAX_350_0_02, AIRTEMP_MAX_350_0_08, AIRTEMP_MIN_150_0_04, DEWPT_MIN_150_0_04, AIRTEMP_MIN_450_0_01, DEWPT_MIN_450_0_01, AIRTEMP_MIN_250_0_03, AIRTEMP_MIN_350_0_02, AIRTEMP_MIN_350_0_08, RELHUM_MEAN_150_0_04, RELHUM_MEAN_450_0_01, 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, WSPD_PRO_MEAN_1000_0_01, WDIR_PRO_MEAN_1000_0_01, WDIR_PRO_STDDEV_1000_0_01, WSPD_PRO_MAX_1000_0_01, WAIR_SNC_MEAN_1000_0_02, WAIR_SNC_STDDEV_1000_0_02, WUX_SNC_STDEV_1000_0_02, WUY_SNC_STDEV_1000_0_02, WSPD_SNC_MEAN_1000_0_02, WDIR_SNC_MEAN_1000_0_02, WDIR_SNC_STDDEV_1000_0_02, WSPD_SNC_MAX_1000_0_02, PRECIP_INST_455_0_01, PRECIP_TOT_455_0_01, PRECIP_ACC_455_0_01, PUMPVOLTS_Avg, PUMPVOLTS_CHECK, SATVP_MEAN_150_0_04, VAP_MEAN_150_0_04, VPD_MEAN_150_0_04, SATVP_MEAN_450_0_01, VAP_MEAN_450_0_01 and VPD_MEAN_450_0_01 converted to data columns, flag codes updated in metadata ('flags2cols') 15-Nov-2023: updated 6 metadata fields in the Data section(s) ('addmeta') 15-Nov-2023: updated 15 metadata fields in the Status, Data sections to reflect attribute metadata ('updatecols') 15-Nov-2023: parsed and formatted metadata ('listmeta') B. Variable Information 1. Variable Name: column 1. Site column 2. Date column 3. LOGGERID column 4. Flag_LOGGERID column 5. PROGID column 6. Flag_PROGID column 7. BATTERY_V_CHECK column 8. Flag_BATTERY_V_CHECK column 9. AIRTEMP_MEAN_150_0_04 column 10. Flag_AIRTEMP_MEAN_150_0_04 column 11. DEWPT_MEAN_150_0_04 column 12. Flag_DEWPT_MEAN_150_0_04 column 13. AIRTEMP_MEAN_450_0_01 column 14. Flag_AIRTEMP_MEAN_450_0_01 column 15. DEWPT_MEAN_450_0_01 column 16. Flag_DEWPT_MEAN_450_0_01 column 17. AIRTEMP_MEAN_250_0_03 column 18. Flag_AIRTEMP_MEAN_250_0_03 column 19. AIRTEMP_MEAN_350_0_02 column 20. Flag_AIRTEMP_MEAN_350_0_02 column 21. AIRTEMP_MEAN_350_0_08 column 22. Flag_AIRTEMP_MEAN_350_0_08 column 23. AIRTEMP_MAX_150_0_04 column 24. Flag_AIRTEMP_MAX_150_0_04 column 25. DEWPT_MAX_150_0_04 column 26. Flag_DEWPT_MAX_150_0_04 column 27. AIRTEMP_MAX_450_0_01 column 28. Flag_AIRTEMP_MAX_450_0_01 column 29. DEWPT_MAX_450_0_01 column 30. Flag_DEWPT_MAX_450_0_01 column 31. AIRTEMP_MAX_250_0_03 column 32. Flag_AIRTEMP_MAX_250_0_03 column 33. AIRTEMP_MAX_350_0_02 column 34. Flag_AIRTEMP_MAX_350_0_02 column 35. AIRTEMP_MAX_350_0_08 column 36. Flag_AIRTEMP_MAX_350_0_08 column 37. AIRTEMP_MIN_150_0_04 column 38. Flag_AIRTEMP_MIN_150_0_04 column 39. DEWPT_MIN_150_0_04 column 40. Flag_DEWPT_MIN_150_0_04 column 41. AIRTEMP_MIN_450_0_01 column 42. Flag_AIRTEMP_MIN_450_0_01 column 43. DEWPT_MIN_450_0_01 column 44. Flag_DEWPT_MIN_450_0_01 column 45. AIRTEMP_MIN_250_0_03 column 46. Flag_AIRTEMP_MIN_250_0_03 column 47. AIRTEMP_MIN_350_0_02 column 48. Flag_AIRTEMP_MIN_350_0_02 column 49. AIRTEMP_MIN_350_0_08 column 50. Flag_AIRTEMP_MIN_350_0_08 column 51. RELHUM_MEAN_150_0_04 column 52. Flag_RELHUM_MEAN_150_0_04 column 53. RELHUM_MEAN_450_0_01 column 54. Flag_RELHUM_MEAN_450_0_01 column 55. AIRTEMP_150_DIAG column 56. AIRTEMP_250_DIAG column 57. AIRTEMP_450_DIAG column 58. SOILTEMP_MEAN_0_10_01 column 59. Flag_SOILTEMP_MEAN_0_10_01 column 60. SOILTEMP_MEAN_0_20_02 column 61. Flag_SOILTEMP_MEAN_0_20_02 column 62. SOILTEMP_MEAN_0_50_03 column 63. Flag_SOILTEMP_MEAN_0_50_03 column 64. SOILTEMP_MEAN_0_100_04 column 65. Flag_SOILTEMP_MEAN_0_100_04 column 66. SOILWC_MEAN_0_10_01 column 67. Flag_SOILWC_MEAN_0_10_01 column 68. SOILWC_MEAN_0_20_02 column 69. Flag_SOILWC_MEAN_0_20_02 column 70. SOILWC_MEAN_0_50_03 column 71. Flag_SOILWC_MEAN_0_50_03 column 72. SOILWC_MEAN_0_100_04 column 73. Flag_SOILWC_MEAN_0_100_04 column 74. WSPD_PRO_MEAN_1000_0_01 column 75. Flag_WSPD_PRO_MEAN_1000_0_01 column 76. WDIR_PRO_MEAN_1000_0_01 column 77. Flag_WDIR_PRO_MEAN_1000_0_01 column 78. WDIR_PRO_STDDEV_1000_0_01 column 79. Flag_WDIR_PRO_STDDEV_1000_0_01 column 80. WSPD_PRO_MAX_1000_0_01 column 81. Flag_WSPD_PRO_MAX_1000_0_01 column 82. WAIR_SNC_MEAN_1000_0_02 column 83. Flag_WAIR_SNC_MEAN_1000_0_02 column 84. WAIR_SNC_STDDEV_1000_0_02 column 85. Flag_WAIR_SNC_STDDEV_1000_0_02 column 86. WUX_SNC_STDEV_1000_0_02 column 87. Flag_WUX_SNC_STDEV_1000_0_02 column 88. WUY_SNC_STDEV_1000_0_02 column 89. Flag_WUY_SNC_STDEV_1000_0_02 column 90. WSPD_SNC_MEAN_1000_0_02 column 91. Flag_WSPD_SNC_MEAN_1000_0_02 column 92. WDIR_SNC_MEAN_1000_0_02 column 93. Flag_WDIR_SNC_MEAN_1000_0_02 column 94. WDIR_SNC_STDDEV_1000_0_02 column 95. Flag_WDIR_SNC_STDDEV_1000_0_02 column 96. WSPD_SNC_MAX_1000_0_02 column 97. Flag_WSPD_SNC_MAX_1000_0_02 column 98. PRECIP_INST_455_0_01 column 99. Flag_PRECIP_INST_455_0_01 column 100. PRECIP_TOT_455_0_01 column 101. Flag_PRECIP_TOT_455_0_01 column 102. PRECIP_ACC_455_0_01 column 103. Flag_PRECIP_ACC_455_0_01 column 104. PUMPVOLTS_Avg column 105. Flag_PUMPVOLTS_Avg column 106. PUMPVOLTS_CHECK column 107. Flag_PUMPVOLTS_CHECK column 108. SATVP_MEAN_150_0_04 column 109. Flag_SATVP_MEAN_150_0_04 column 110. VAP_MEAN_150_0_04 column 111. Flag_VAP_MEAN_150_0_04 column 112. VPD_MEAN_150_0_04 column 113. Flag_VPD_MEAN_150_0_04 column 114. SATVP_MEAN_450_0_01 column 115. Flag_SATVP_MEAN_450_0_01 column 116. VAP_MEAN_450_0_01 column 117. Flag_VAP_MEAN_450_0_01 column 118. VPD_MEAN_450_0_01 column 119. Flag_VPD_MEAN_450_0_01 2. Variable Definition: column 1. Site code column 2. Round off corrected corrected serial date column 3. Logger ID column 4. QA/QC flags for Logger ID (flagging criteria, where "x" is LOGGERID: flag_notinarray(x,[227,235,236])="I", isnan(x)="M", manual) column 5. Program ID of program column 6. QA/QC flags for Program ID of program (flagging criteria, where "x" is PROGID: flag_valuechange(x,0.1,0.1,1)="P", isnan(x)="M") column 7. BATTERY_V_CHECK column 8. QA/QC flags for BATTERY_V_CHECK (flagging criteria, where "x" is BATTERY_V_CHECK: manual) column 9. Air temperature from 150cm column 10. QA/QC flags for Air temperature from 150cm (flagging criteria, where "x" is AIRTEMP_MEAN_150_0_04: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", Date>=datenum("12/28/2012 12:00:00")&Date<=datenum("5/29/2013 12:00:00")="I", Date>=datenum("12/22/2015 09:00:00")&Date<=datenum("05/25/2016 12:00:00")="I", Date>=datenum("11/30/2016 12:30:00")&Date<=datenum("6/6/2017 16:20:00")="I", Date>=datenum("10/18/2017 16:15:00")&Date<=datenum("10/18/2017 16:25:00")="C", Date>=datenum("05/13/2021 13:45:00")&Date<=datenum("05/13/2021 13:55:00")="I", flag_daterange(Date,{"11/20/2017 15:10:00","12/20/2017 15:20:00"})="I", (AIRTEMP_MAX_150_0_04-AIRTEMP_MEAN_150_0_04)>1="Q", (AIRTEMP_MEAN_150_0_04-AIRTEMP_MIN_150_0_04)>1="Q", x>AIRTEMP_MAX_150_0_04="I", x50="I", flag_valuechange(AIRTEMP_MEAN_150_0_04,6.5,6.5,1) ="V", flag_valuechange(AIRTEMP_MEAN_150_0_04,8,8,1) ="Q", isnan(RELHUM_MEAN_150_0_04)="M", isnan(AIRTEMP_MEAN_150_0_04)="M", AIRTEMP_MEAN_150_0_04FOURHI="Q", isnan(x)="M", Date>=datenum("12/28/2012 12:00:00")&Date<=datenum("05/29/2013 12:00:00")="I", Date>=datenum("12/22/2015 09:00:00")&Date<=datenum("05/25/2016 12:00:00")="I", Date>=datenum("11/30/2016 12:30:00")&Date<=datenum("6/6/2017 16:20:00")="I", manual) column 13. Air temperature from 450cm column 14. QA/QC flags for Air temperature from 450cm (flagging criteria, where "x" is AIRTEMP_MEAN_450_0_01: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", Date>=datenum("10/18/2017 16:05:00")&Date<=datenum("10/18/2017 16:15:00")="C", (AIRTEMP_MAX_450_0_01-AIRTEMP_MEAN_450_0_01)>1="Q", (AIRTEMP_MEAN_450_0_01-AIRTEMP_MIN_450_0_01)>1="Q", x>AIRTEMP_MAX_450_0_01="I", x50="I", flag_valuechange(AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ="V", flag_valuechange(AIRTEMP_MEAN_450_0_01,8,8,1) ="Q", isnan(RELHUM_MEAN_450_0_01)="M", isnan(AIRTEMP_MEAN_450_0_01)="M", AIRTEMP_MEAN_450_0_01FOURHI="Q", isnan(x)="M", manual) column 17. Air temperature from 250cm column 18. QA/QC flags for Air temperature from 250cm (flagging criteria, where "x" is AIRTEMP_MEAN_250_0_03: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", Date>=datenum("01/06/2016 12:00:00")&Date<=datenum("04/25/2016 12:00:00")="I", Date>=datenum("09/28/2016 09:35:00")&Date<=datenum("10/08/2016 11:45:00")="I", Date>=datenum("01/09/2017 15:00:00")&Date<=datenum("6/06/2017 16:20:00")="I", Date>=datenum("02/26/2019 12:00:00")&Date<=datenum("03/18/2019 12:00:00")="M", (AIRTEMP_MAX_250_0_03-AIRTEMP_MEAN_250_0_03)>1="Q", (AIRTEMP_MEAN_250_0_03-AIRTEMP_MIN_250_0_03)>1="Q", x>AIRTEMP_MAX_250_0_03="I", x50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", (AIRTEMP_MAX_350_0_02-AIRTEMP_MEAN_350_0_02)>1="Q", (AIRTEMP_MEAN_350_0_02-AIRTEMP_MIN_350_0_02)>1="Q", x>AIRTEMP_MAX_350_0_02="I", x50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", Date>=datenum("09/19/2016 05:55:00")&Date<=datenum("09/25/2016 11:10:00")="I", (AIRTEMP_MAX_350_0_08-AIRTEMP_MEAN_350_0_08)>1="Q", (AIRTEMP_MEAN_350_0_08-AIRTEMP_MIN_350_0_08)>1="Q", x>AIRTEMP_MAX_350_0_08="I", x50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", Date>=datenum("12/28/2012 12:00:00")&Date<=datenum("5/29/2013 12:00:00")="I", Date>=datenum("12/22/2015 09:00:00")&Date<=datenum("05/25/2016 12:00:00")="I", Date>=datenum("11/30/2016 12:30:00")&Date<=datenum("6/6/2017 16:20:00")="I", manual) column 25. Max dew point column 26. QA/QC flags for Max dew point (flagging criteria, where "x" is DEWPT_MAX_150_0_04: x<-68="I", AIRTEMP_MEAN_150_0_04<=-35="I", AIRTEMP_MEAN_150_0_04>50="I", flag_valuechange(AIRTEMP_MEAN_150_0_04,6.5,6.5,1) ="V", flag_valuechange(AIRTEMP_MEAN_150_0_04,8,8,1) ="Q", isnan(RELHUM_MEAN_150_0_04)="M", isnan(AIRTEMP_MEAN_150_0_04)="M", AIRTEMP_MEAN_150_0_04FOURHI="Q", isnan(x)="M", Date>=datenum("12/28/2012 12:00:00")&Date<=datenum("5/29/2013 12:00:00")="I", Date>=datenum("12/22/2015 09:00:00")&Date<=datenum("05/25/2016 12:00:00")="I", Date>=datenum("11/30/2016 12:30:00")&Date<=datenum("6/6/2017 16:20:00")="I", manual) column 27. Maximum air temperature column 28. QA/QC flags for Maximum air temperature (flagging criteria, where "x" is AIRTEMP_MAX_450_0_01: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", manual) column 29. Max dew point column 30. QA/QC flags for Max dew point (flagging criteria, where "x" is DEWPT_MAX_450_0_01: x<-68="I", AIRTEMP_MEAN_450_0_01<=-35="I", AIRTEMP_MEAN_450_0_01>50="I", flag_valuechange(AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ="V", flag_valuechange(AIRTEMP_MEAN_450_0_01,8,8,1) ="Q", isnan(RELHUM_MEAN_450_0_01)="M", isnan(AIRTEMP_MEAN_450_0_01)="M", AIRTEMP_MEAN_450_0_01FOURHI="Q", isnan(x)="M", manual) column 31. Maximum air temperature column 32. QA/QC flags for Maximum air temperature (flagging criteria, where "x" is AIRTEMP_MAX_250_0_03: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", Date>=datenum("01/06/2016 12:00:00")&Date<=datenum("04/25/2016 12:00:00")="I", Date>=datenum("09/28/2016 09:35:00")&Date<=datenum("10/08/2016 11:45:00")="I", Date>=datenum("01/09/2017 15:00:00")&Date<=datenum("6/06/2017 16:20:00")="I", manual) column 33. Maximum air temperature column 34. QA/QC flags for Maximum air temperature (flagging criteria, where "x" is AIRTEMP_MAX_350_0_02: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", manual) column 35. Fan aspirated temperature column 36. QA/QC flags for Fan aspirated temperature (flagging criteria, where "x" is AIRTEMP_MAX_350_0_08: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", Date>=datenum("09/19/2016 05:55:00")&Date<=datenum("09/25/2016 11:10:00")="I", manual) column 37. Minimum daily air temperature column 38. QA/QC flags for Minimum daily air temperature (flagging criteria, where "x" is AIRTEMP_MIN_150_0_04: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", Date>=datenum("12/28/2012 12:00:00")&Date<=datenum("5/29/2013 12:00:00")="I", Date>=datenum("12/22/2015 09:00:00")&Date<=datenum("05/25/2016 12:00:00")="I", Date>=datenum("11/30/2016 12:30:00")&Date<=datenum("6/6/2017 16:20:00")="I", manual) column 39. Min dew point column 40. QA/QC flags for Min dew point (flagging criteria, where "x" is DEWPT_MIN_150_0_04: x<-68="I", AIRTEMP_MEAN_150_0_04<=-35="I", AIRTEMP_MEAN_150_0_04>50="I", flag_valuechange(AIRTEMP_MEAN_150_0_04,6.5,6.5,1) ="V", flag_valuechange(AIRTEMP_MEAN_150_0_04,8,8,1) ="Q", isnan(RELHUM_MEAN_150_0_04)="M", isnan(AIRTEMP_MEAN_150_0_04)="M", AIRTEMP_MEAN_150_0_04FOURHI="Q", isnan(x)="M", Date>=datenum("12/28/2012 12:00:00")&Date<=datenum("05/29/2013 12:00:00")="I", Date>=datenum("12/22/2015 09:00:00")&Date<=datenum("05/25/2016 12:00:00")="I", Date>=datenum("11/30/2016 12:30:00")&Date<=datenum("6/6/2017 16:20:00")="I", manual) column 41. Minimum air temmperature column 42. QA/QC flags for Minimum air temmperature (flagging criteria, where "x" is AIRTEMP_MIN_450_0_01: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", manual) column 43. Min dew point column 44. QA/QC flags for Min dew point (flagging criteria, where "x" is DEWPT_MIN_450_0_01: x<-68="I", AIRTEMP_MEAN_450_0_01<=-35="I", AIRTEMP_MEAN_450_0_01>50="I", flag_valuechange(AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ="V", flag_valuechange(AIRTEMP_MEAN_450_0_01,8,8,1) ="Q", isnan(RELHUM_MEAN_450_0_01)="M", isnan(AIRTEMP_MEAN_450_0_01)="M", AIRTEMP_MEAN_450_0_01FOURHI="Q", isnan(x)="M", manual) column 45. Minimum air temperature column 46. QA/QC flags for Minimum air temperature (flagging criteria, where "x" is AIRTEMP_MIN_250_0_03: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", Date>=datenum("01/06/2016 12:00:00")&Date<=datenum("04/25/2016 12:00:00")="I", Date>=datenum("09/28/2016 09:35:00")&Date<=datenum("10/08/2016 11:45:00")="I", Date>=datenum("01/09/2017 15:00:00")&Date<=datenum("6/06/2017 16:20:00")="I", manual) column 47. Minimum air temperature column 48. QA/QC flags for Minimum air temperature (flagging criteria, where "x" is AIRTEMP_MIN_350_0_02: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", manual) column 49. Fan aspirated temperature column 50. QA/QC flags for Fan aspirated temperature (flagging criteria, where "x" is AIRTEMP_MIN_350_0_08: x<=-35="I", x>50="I", flag_valuechange(x,6.5,6.5,1)="V", flag_valuechange(x,8,8,1)="Q", isnan(x)="M", xFOURHI="Q", Date>=datenum("09/19/2016 05:55:00")&Date<=datenum("09/25/2016 11:10:00")="I", manual) column 51. Relative humidity at 150cm column 52. QA/QC flags for Relative humidity at 150cm (flagging criteria, where "x" is RELHUM_MEAN_150_0_04: AIRTEMP_150_DIAG=0="M", x<5="I", x>105="I", isnan(x)="M", Date>=datenum("12/28/2012 12:00:00")&Date<=datenum("05/29/2013 12:00:00")="I", Date>=datenum("12/22/2015 09:00:00")&Date<=datenum("05/25/2016 12:00:00")="I", Date>=datenum("11/30/2016 12:30:00")&Date<=datenum("6/6/2017 16:20:00")="I", Date>=datenum("10/18/2017 16:15:00")&Date<=datenum("10/18/2017 16:25:00")="C", manual) column 53. Relative humidity at 450cm column 54. QA/QC flags for Relative humidity at 450cm (flagging criteria, where "x" is RELHUM_MEAN_450_0_01: AIRTEMP_450_DIAG=0="M", x<5="I", x>105="I", isnan(x)="M", Date>=datenum("10/18/2017 16:05:00")&Date<=datenum("10/18/2017 16:15:00")="C", manual) column 55. Sensor diagnostic. 1 = present, 0 = absent column 56. Sensor diagnostic. 1 = present, 0 = absent column 57. Sensor diagnostic. 1 = present, 0 = absent column 58. Average soil temperature 10cm column 59. QA/QC flags for Average soil temperature 10cm (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 60. Average soil temperature 20cm column 61. QA/QC flags for Average soil temperature 20cm (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 62. Average soil temperature 50cm column 63. QA/QC flags for Average soil temperature 50cm (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 64. Soil temperature column 65. QA/QC flags for 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 66. Average soil water content column 67. 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 68. Average soil water content column 69. 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 70. Average soil water content column 71. 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 72. Average soil water content column 73. 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 74. Mean horizontal wind speed column 75. QA/QC flags for Mean horizontal wind speed (flagging criteria, where "x" is WSPD_PRO_MEAN_1000_0_01: isnan(x)="M", x<=0.3="N", x<=1="B", x>20="I", x>15="Q") column 76. Unit vector mean wind direction column 77. QA/QC flags for Unit vector mean wind direction (flagging criteria, where "x" is WDIR_PRO_MEAN_1000_0_01: isnan(x)="M", x<0="I", x>360="I", WSPD_PRO_MEAN_1000_0_01<=0.1&WSPD_PRO_MEAN_1000_0_01>0="B") column 78. Standard deviation of wind direction column 79. QA/QC flags for Standard deviation of wind direction (flagging criteria, where "x" is WDIR_PRO_STDDEV_1000_0_01: isnan(x)="M", x<0="I", x>180="I", WSPD_PRO_MEAN_1000_0_01<=0.1&WSPD_PRO_MEAN_1000_0_01>0="B") column 80. Maximum wind speed column 81. QA/QC flags for Maximum wind speed (flagging criteria, where "x" is WSPD_PRO_MAX_1000_0_01: isnan(x)="M", x<=0.3="N", x<=1="B", x>20="I", x>15="Q") column 82. Mean sonic air temperature column 83. QA/QC flags for Mean sonic air temperature (flagging criteria, where "x" is WAIR_SNC_MEAN_1000_0_02: isnan(x)="M", WDIAG_SNC_NSG_1000_0_02<12="T") column 84. Standard deviation of sonic air temperature column 85. QA/QC flags for Standard deviation of sonic air temperature (flagging criteria, where "x" is WAIR_SNC_STDDEV_1000_0_02: isnan(x)="M", WDIAG_SNC_NSG_1000_0_02<12="T") column 86. Wind vector standard deviation column 87. QA/QC flags for Wind vector standard deviation (flagging criteria, where "x" is WUX_SNC_STDEV_1000_0_02: isnan(x)="M", WDIAG_SNC_NSG_1000_0_02<12="T") column 88. Wind vector standard deviation column 89. QA/QC flags for Wind vector standard deviation (flagging criteria, where "x" is WUY_SNC_STDEV_1000_0_02: isnan(x)="M", WDIAG_SNC_NSG_1000_0_02<12="T") column 90. Mean horizontal sonic wind speed column 91. QA/QC flags for Mean horizontal sonic wind speed (flagging criteria, where "x" is WSPD_SNC_MEAN_1000_0_02: isnan(x)="M", x>20="I", x<0="I", x>15="Q", WDIAG_SNC_NSG_1000_0_02<12="T") column 92. Mean sonic wind direction column 93. QA/QC flags for Mean sonic wind direction (flagging criteria, where "x" is WDIR_SNC_MEAN_1000_0_02: x<0="I", x>360="I", isnan(x)="M", WDIAG_SNC_NSG_1000_0_02<12="T") column 94. Standard deviation of sonic wind direction column 95. QA/QC flags for Standard deviation of sonic wind direction (flagging criteria, where "x" is WDIR_SNC_STDDEV_1000_0_02: isnan(x)="M", x<0="Q", x>180="Q", WDIAG_SNC_NSG_1000_0_02<12="T") column 96. Maximum wind speed gust measured by snc column 97. QA/QC flags for Maximum wind speed gust measured by snc (flagging criteria, where "x" is WSPD_SNC_MAX_1000_0_02: isnan(x)="M", WDIAG_SNC_NSG_1000_0_02<12="T", x>15="Q", x<0="I", x>30="I") column 98. Stand alone rain gauge column 99. 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,50,25,1)="R", isnan(x)="M", Date>=datenum("12/20/2015 01:20:00")&Date<=datenum("02/04/2016 12:00:00")="I", Date>datenum("05/30/2019 15:25:00")&Date=datenum("10/10/2021 03:15:00")&Date50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";col_Date>=datenum("12/28/2012 12:00:00")&col_Date<=datenum("5/29/2013 12:00:00")="I";col_Date>=datenum("12/22/2015 09:00:00")&col_Date<=datenum("05/25/2016 12:00:00")="I";col_Date>=datenum("11/30/2016 12:30:00")&col_Date<=datenum("6/6/2017 16:20:00")="I";col_Date>=datenum("10/18/2017 16:15:00")&col_Date<=datenum("10/18/2017 16:25:00")="C";col_Date>=datenum("05/13/2021 13:45:00")&col_Date<=datenum("05/13/2021 13:55:00")="I";flag_daterange(col_Date,{"11/20/2017 15:10:00","12/20/2017 15:20:00"})="I";(col_AIRTEMP_MAX_150_0_04-col_AIRTEMP_MEAN_150_0_04)>1="Q"; (col_AIRTEMP_MEAN_150_0_04-col_AIRTEMP_MIN_150_0_04)>1="Q"; x>col_AIRTEMP_MAX_150_0_04="I"; x50="I";flag_value change(col_AIRTEMP_MEAN_150_0_04,6.5,6.5,1) ="V";flag_valuechange(col_AIRTEMP_MEAN_150_0_04,8,8,1) ="Q";isnan(col_RELHUM_MEAN_150_0_04)="M";isnan(col_AIRTEMP_MEAN_150_0_04)="M";col_AIRTEM P_MEAN_150_0_04col_FOURHI="Q";isnan(x)="M";col _Date>=datenum("12/28/2012 12:00:00")&col_Date<=datenum("05/29/2013 12:00:00")="I";col_Date>=datenum("12/22/2015 09:00:00")&col_Date<=datenum("05/25/2016 12:00:00")="I";col_Date>=datenum("11/30/2016 12:30:00")&col_Date<=datenum("6/6/2017 16:20:00")="I";manually-assigned flags column 12. none column 13. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";col_Date>=datenum("10/18/2017 16:05:00")&col_Date<=datenum("10/18/2017 16:15:00")="C";(col_AIRTEMP_MAX_450_0_01-col_AIRTEMP_MEAN_450_0_01)>1="Q"; (col_AIRTEMP_MEAN_450_0_01-col_AIRTEMP_MIN_450_0_01)>1="Q"; x>col_AIRTEMP_MAX_450_0_01="I"; x50="I";flag_value change(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ="V";flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ="Q";isnan(col_RELHUM_MEAN_450_0_01)="M";isnan(col_AIRTEMP_MEAN_450_0_01)="M";col_AIRTEM P_MEAN_450_0_01col_FOURHI="Q";isnan(x)="M";man ually-assigned flags column 16. none column 17. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";col_Date>=datenum("01/06/2016 12:00:00")&col_Date<=datenum("04/25/2016 12:00:00")="I";col_Date>=datenum("09/28/2016 09:35:00")&col_Date<=datenum("10/08/2016 11:45:00")="I";col_Date>=datenum("01/09/2017 15:00:00")&col_Date<=datenum("6/06/2017 16:20:00")="I";col_Date>=datenum("02/26/2019 12:00:00")&col_Date<=datenum("03/18/2019 12:00:00")="M";(col_AIRTEMP_MAX_250_0_03-col_AIRTEMP_MEAN_250_0_03)>1="Q"; (col_AIRTEMP_MEAN_250_0_03-col_AIRTEMP_MIN_250_0_03)>1="Q"; x>col_AIRTEMP_MAX_250_0_03="I"; x50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";(col_AIRTEMP_MAX_350_0_02-col_AIRTEMP_MEAN_35 0_0_02)>1="Q"; (col_AIRTEMP_MEAN_350_0_02-col_AIRTEMP_MIN_350_0_02)>1="Q"; x>col_AIRTEMP_MAX_350_0_02="I"; x50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";col_Date>=datenum("09/19/2016 05:55:00")&col_Date<=datenum("09/25/2016 11:10:00")="I";(col_AIRTEMP_MAX_350_0_08-col_AIRTEMP_MEAN_350_0_08)>1="Q"; (col_AIRTEMP_MEAN_350_0_08-col_AIRTEMP_MIN_350_0_08)>1="Q"; x>col_AIRTEMP_MAX_350_0_08="I"; x50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";col_Date>=datenum("12/28/2012 12:00:00")&col_Date<=datenum("5/29/2013 12:00:00")="I";col_Date>=datenum("12/22/2015 09:00:00")&col_Date<=datenum("05/25/2016 12:00:00")="I";col_Date>=datenum("11/30/2016 12:30:00")&col_Date<=datenum("6/6/2017 16:20:00")="I";manually-assigned flags column 24. none column 25. x<-68="I";col_AIRTEMP_MEAN_150_0_04<=-35="I";col_AIRTEMP_MEAN_150_0_04>50="I";flag_value change(col_AIRTEMP_MEAN_150_0_04,6.5,6.5,1) ="V";flag_valuechange(col_AIRTEMP_MEAN_150_0_04,8,8,1) ="Q";isnan(col_RELHUM_MEAN_150_0_04)="M";isnan(col_AIRTEMP_MEAN_150_0_04)="M";col_AIRTEM P_MEAN_150_0_04col_FOURHI="Q";isnan(x)="M";col _Date>=datenum("12/28/2012 12:00:00")&col_Date<=datenum("5/29/2013 12:00:00")="I";col_Date>=datenum("12/22/2015 09:00:00")&col_Date<=datenum("05/25/2016 12:00:00")="I";col_Date>=datenum("11/30/2016 12:30:00")&col_Date<=datenum("6/6/2017 16:20:00")="I";manually-assigned flags column 26. none column 27. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";manually-assigned flags column 28. none column 29. x<-68="I";col_AIRTEMP_MEAN_450_0_01<=-35="I";col_AIRTEMP_MEAN_450_0_01>50="I";flag_value change(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ="V";flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ="Q";isnan(col_RELHUM_MEAN_450_0_01)="M";isnan(col_AIRTEMP_MEAN_450_0_01)="M";col_AIRTEM P_MEAN_450_0_01col_FOURHI="Q";isnan(x)="M";man ually-assigned flags column 30. none column 31. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";col_Date>=datenum("01/06/2016 12:00:00")&col_Date<=datenum("04/25/2016 12:00:00")="I";col_Date>=datenum("09/28/2016 09:35:00")&col_Date<=datenum("10/08/2016 11:45:00")="I";col_Date>=datenum("01/09/2017 15:00:00")&col_Date<=datenum("6/06/2017 16:20:00")="I";manually-assigned flags column 32. none column 33. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";manually-assigned flags column 34. none column 35. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";col_Date>=datenum("09/19/2016 05:55:00")&col_Date<=datenum("09/25/2016 11:10:00")="I";manually-assigned flags column 36. none column 37. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";col_Date>=datenum("12/28/2012 12:00:00")&col_Date<=datenum("5/29/2013 12:00:00")="I";col_Date>=datenum("12/22/2015 09:00:00")&col_Date<=datenum("05/25/2016 12:00:00")="I";col_Date>=datenum("11/30/2016 12:30:00")&col_Date<=datenum("6/6/2017 16:20:00")="I";manually-assigned flags column 38. none column 39. x<-68="I";col_AIRTEMP_MEAN_150_0_04<=-35="I";col_AIRTEMP_MEAN_150_0_04>50="I";flag_value change(col_AIRTEMP_MEAN_150_0_04,6.5,6.5,1) ="V";flag_valuechange(col_AIRTEMP_MEAN_150_0_04,8,8,1) ="Q";isnan(col_RELHUM_MEAN_150_0_04)="M";isnan(col_AIRTEMP_MEAN_150_0_04)="M";col_AIRTEM P_MEAN_150_0_04col_FOURHI="Q";isnan(x)="M";col _Date>=datenum("12/28/2012 12:00:00")&col_Date<=datenum("05/29/2013 12:00:00")="I";col_Date>=datenum("12/22/2015 09:00:00")&col_Date<=datenum("05/25/2016 12:00:00")="I";col_Date>=datenum("11/30/2016 12:30:00")&col_Date<=datenum("6/6/2017 16:20:00")="I";manually-assigned flags column 40. none column 41. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";manually-assigned flags column 42. none column 43. x<-68="I";col_AIRTEMP_MEAN_450_0_01<=-35="I";col_AIRTEMP_MEAN_450_0_01>50="I";flag_value change(col_AIRTEMP_MEAN_450_0_01,6.5,6.5,1) ="V";flag_valuechange(col_AIRTEMP_MEAN_450_0_01,8,8,1) ="Q";isnan(col_RELHUM_MEAN_450_0_01)="M";isnan(col_AIRTEMP_MEAN_450_0_01)="M";col_AIRTEM P_MEAN_450_0_01col_FOURHI="Q";isnan(x)="M";man ually-assigned flags column 44. none column 45. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";col_Date>=datenum("01/06/2016 12:00:00")&col_Date<=datenum("04/25/2016 12:00:00")="I";col_Date>=datenum("09/28/2016 09:35:00")&col_Date<=datenum("10/08/2016 11:45:00")="I";col_Date>=datenum("01/09/2017 15:00:00")&col_Date<=datenum("6/06/2017 16:20:00")="I";manually-assigned flags column 46. none column 47. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";manually-assigned flags column 48. none column 49. x<=-35="I";x>50="I";flag_valuechange(x,6.5,6.5,1)="V";flag_valuechange(x,8,8,1)="Q";isna n(x)="M";xcol_FOURHI="Q";col_Date>=datenum("09/19/2016 05:55:00")&col_Date<=datenum("09/25/2016 11:10:00")="I";manually-assigned flags column 50. none column 51. col_AIRTEMP_150_DIAG=0="M";x<5="I";x>105="I";isnan(x)="M";col_Date>=datenum("12/28/2012 12:00:00")&col_Date<=datenum("05/29/2013 12:00:00")="I";col_Date>=datenum("12/22/2015 09:00:00")&col_Date<=datenum("05/25/2016 12:00:00")="I";col_Date>=datenum("11/30/2016 12:30:00")&col_Date<=datenum("6/6/2017 16:20:00")="I";col_Date>=datenum("10/18/2017 16:15:00")&col_Date<=datenum("10/18/2017 16:25:00")="C";manually-assigned flags column 52. none column 53. col_AIRTEMP_450_DIAG=0="M";x<5="I";x>105="I";isnan(x)="M";col_Date>=datenum("10/18/2017 16:05:00")&col_Date<=datenum("10/18/2017 16:15:00")="C";manually-assigned flags column 54. none column 55. flag_notinarray(x,[0,1])="I";isnan(x)="M";manually-assigned flags column 56. flag_notinarray(x,[0,1])="I";isnan(x)="M";manually-assigned flags column 57. flag_notinarray(x,[0,1])="I";isnan(x)="M";manually-assigned flags column 58. x<-2="I";x>35="I";x<-1="Q";x>30="Q";isnan(x)="M";manually-assigned flags column 59. none column 60. x<-2="I";x>35="I";x<-1="Q";x>30="Q";isnan(x)="M";manually-assigned flags column 61. none column 62. x<-2="I";x>35="I";x<-1="Q";x>30="Q";isnan(x)="M";manually-assigned flags column 63. none column 64. x<-2="I";x>35="I";x<-1="Q";x>30="Q";isnan(x)="M";manually-assigned flags column 65. none column 66. isnan(x)="M";x<0="I";x>.5="Q";x>1="I";manually-assigned flags column 67. none column 68. isnan(x)="M";x<0="I";x>.5="Q";x>1="I";manually-assigned flags column 69. none column 70. isnan(x)="M";x<0="I";x>.5="Q";x>1="I";manually-assigned flags column 71. none column 72. isnan(x)="M";x<0="I";x>.5="Q";x>1="I";manually-assigned flags column 73. none column 74. isnan(x)="M";x<=0.3="N";x<=1="B";x>20="I";x>15="Q" column 75. none column 76. isnan(x)="M";x<0="I";x>360="I";col_WSPD_PRO_MEAN_1000_0_01<=0.1&col_WSPD_PRO_MEAN_1000_0 _01>0="B" column 77. none column 78. isnan(x)="M";x<0="I";x>180="I";col_WSPD_PRO_MEAN_1000_0_01<=0.1&col_WSPD_PRO_MEAN_1000_0 _01>0="B" column 79. none column 80. isnan(x)="M";x<=0.3="N";x<=1="B";x>20="I";x>15="Q" column 81. none column 82. isnan(x)="M";col_WDIAG_SNC_NSG_1000_0_02<12="T" column 83. none column 84. isnan(x)="M";col_WDIAG_SNC_NSG_1000_0_02<12="T" column 85. none column 86. isnan(x)="M";col_WDIAG_SNC_NSG_1000_0_02<12="T" column 87. none column 88. isnan(x)="M";col_WDIAG_SNC_NSG_1000_0_02<12="T" column 89. none column 90. isnan(x)="M";x>20="I";x<0="I";x>15="Q";col_WDIAG_SNC_NSG_1000_0_02<12="T" column 91. none column 92. x<0="I";x>360="I";isnan(x)="M";col_WDIAG_SNC_NSG_1000_0_02<12="T" column 93. none column 94. isnan(x)="M";x<0="Q";x>180="Q";col_WDIAG_SNC_NSG_1000_0_02<12="T" column 95. none column 96. isnan(x)="M";col_WDIAG_SNC_NSG_1000_0_02<12="T";x>15="Q";x<0="I";x>30="I" column 97. none column 98. x<0="I";x>1200="I";col_ORI_SA_AVG<3.5="T";flag_valuechange(x,50,25,1)="R";isnan(x)="M";c ol_Date>=datenum("12/20/2015 01:20:00")&col_Date<=datenum("02/04/2016 12:00:00")="I";col_Date>datenum("05/30/2019 15:25:00")&col_Date=datenum("10/10/2021 03:15:00")&col_Date