I. Data Set Descriptors A. Title: Meteorological data from Vanilla Rain Met at the Andrews Forest. Variables include: precipitation, swe, snow depth, air temperature, and battery supply from 07-Jul-2015 to 01-Oct-2015 B. Accession Number: N/A C. Description 1. Originator(s): Christopher Daly 2. Abstract: A three-level hydro-climatological network for data monitoring was established in 1994. The networks at each level are nested to form a coordinated program of data acquisition and measurement. A future vision of linking the benchmark meteorological stations with regional weather stations to expand the future scope of studies was also considered in designing this network. The first-level in this top-down approach consists of Benchmark Meteorological Stations (BMS) and Benchmark Stream Stations. The BMS are designed to represent the environment across the Andrews. These stations are intended to provide complete, long-term, high temporal resolution, meso-scale hydroclimatological data. The location of the BMS network is based on factors such as elevation, aspect, vegetation gradients, and accessibility. Collected meteorological parameters are generally standardized across the BMS as well as methods and instrumentation. Secondary Meteorological Stations also follow standardized methods and serve similar purposes but are somewhat limited in meteorological parameters collected. The Primary Meteorological Station (PRIMET), Central Meteorological Station (CENMET), Upper Lookout Meteorological Station (UPLMET), and Vanilla Leaf Meteorological Station (VANMET) are the four Benchmark Stations, Climatic Station at Watershed 2 (CS2MET) and the Hi-15 Meteorological Station (H15MET) are Secondary Stations. 3. Study Type: Monitoring 4. Study Themes: 5. LTER Core Areas: 6. Georeferences: 7. Submission Date: D. Keywords: Air temperature, Climate change, Climate data, Meteorological measurements, Monitoring, Photosynthetically active radiation, Precipitation, Relative humidity, Snow accumulation, Snow hydrology, Soil moisture, Soil temperature, Solar radiation, Wind speed, Disturbance II. Research Origin Descriptors A. Overall Project Description 1. Project Title: Vanilla Rain Gage 2. Principal Investigators: Name: Position: Organization: Address: City: State: Postal Code: Phone: Email: UserID: 3. Funding Period: to 4. Objectives: Hydrology, climatology, and biology interact over a wide range of spatial and temporal scales. Continuous interaction among climate, soils, landuse, and vegetation shape the hydrology and ecology of a landscape. Long-term measurements of such variables at various time and space scales provide an essential foundation for understanding ecosystem processes, and document changes in the local, regional, and global environments. 5. Abstract: 6. Funding Source: NSF grants: DEB-7611978, BSR-9011663, DEB-9632921, DEB-0218088 B. Sub-project Description 1. Site Description a. Geographic Location: HJ Andrews, Blue River, Oregon, USA Coordinates: b. Physiographic Region: c. Landform Components: d. Hydrographic Characteristics: e. Topographic Attributes: f. Geology, Lithology and Soils: g. Vegetation Communities: CANOPY: None overhead, though insolation affected slightly from trees on adjacent hillsides. CONTINUOUS, OPEN CANOPY TYPE. SURFACE: Short grass/dirt, generally clear of vegetation. h. History of Land Use and Disturbance: i. Climate: 2. Experimental or Sampling Design a. Design Characteristics: Temperature and rainfall in the Andrews Experimental Forestare are typical of a maritime climate with wet, relatively mild winters and dry, cool summers. Humidity is generally high through winter months, and maximum daily relative humidity approaches 100 percent at night throughout the year. Minimum summer humidities generally hover around 30-50 percent. Temperature extremes range from near 0 degrees F in unusually cold winters to over 100 degrees for brief periods almost every summer. The range in mean annual temperature (1972-2002) is 7.1-10.5 degrees C at a low elevation site (PRIMET). Precipitation varies with elevation - long-term annual average at low elevation (450 m) is 2200 mm, and at high elevation (1200m) is 2600 mm. b. Permanent Plots: c. Data Collection Duration and Frequency: Beginning of Observations: End of Observations: 3. Research Methods a. Field and Laboratory Methods: b. Protocols: c. Instrumentation: d. Taxonomy and Systematics: None e. Speclies List: f. Permit History: 4. Project Personnel a. Personnel: b. Affiliations: III. Data Set Status and Accessibility A. Status 1. Latest Update: 14-Nov-2023 2. Latest Archive Date: 3. Latest Metadata Update: 14-Nov-2023 4. Data Verification Status: B. Accessibility 1. Storage Location and Medium: Stored at on media: 2. Contact Person: Adam M. Kennedy 3. Copyright Restrictions: 4. Restrictions: a. Release Date: Affiliates: , Public: b. Citation: c. Disclaimer: 5. Costs: IV. Data Structural Descriptors A. Data Set File 1. File Name: varmet_302_a_5min_2015.csv 2. Size: 24605 records 3. File Format: ASCII text (comma-separated value format) 3a. Delimiters: single comma 4. Header Information: 5 lines of ASCII text 5. Alphanumeric Attributes: 6. Quality Control Flag Codes: M = missing value, I = Invalid value (out of range), Q = Questionable value, V = Flags values n greater than or m less than the mean of the preceding N readings, C = Flags values greater than or less than N Stdev the mean of the preceding M readings, A = Flags values with total accumulation over N days greater than some value, S = Flags unrealistic sequences of identical or near identical values in time series of non-missing values, T = For methods or hardware related flags. ie. broken shield, D = Value is outside detection limit, L = Low value, H = High value, P = Program ID change, R = Reduced volume stored in sample tank, E = Value estimated by linear interpolation 7. Authentication Procedures: 8. Calculations: SNOWDEP_INST_0_0_05: SNOWDEP_INST_0_0_05(mm) = SNOWDEP_INST_0_0_05(m) * 1000 9. Processing History: Software version: GCE Data Toolbox Version 3.9.10 (23-May-2022) Data structure version: GCE Data Structure 1.1 (29-Mar-2001) Original data files processed: metdat query: SELECT * FROM VARA_302_Table105 WHERE LOGGERID = 302 AND TmStamp BETWEEN '2014-10-01 00:05:00.0' AND '2015-10-01 00:00:00.0' ORDER BY TmStamp ASC (22326 records) FINAL_AIRTEMP_QC4SIGMA_leap_ak.csv (8784 records) Data processing history: 14-Nov-2023: new GCE Data Structure 1.1 created ('newstruct') 14-Nov-2023: imported result set from SQL query on data source 'metdat' ('sql2struct') 14-Nov-2023: imported all documentation metadata from the template 'LNDB_VarMet_3', updating descriptors for columns Date, RecNum, LOGGERID, PROGID, BATTERY_MEAN, SNOWDEP_INST_0_0_05, SNOWDEP_QUAL, SWE_INST_0_0_05, PRECIP_INST_455_0_02, ORI_SH_AVG, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and AIRTEMP_MIN_450_0_10 ('meta_template') 14-Nov-2023: updated 16 metadata fields in the Data, Dataset, Project, Site, Status, Study, Supplement section(s) ('addmeta') 14-Nov-2023: updated title ('newtitle') 14-Nov-2023: Q/C flagging criteria applied, 'flags' field updated ('dataflag') 14-Nov-2023: Name of column TmStamp changed to Date; Name of column BATTERY_V_Avg changed to BATTERY_MEAN; Name of column SNOWDEPTH changed to SNOWDEP_INST_0_0_05; Name of column QUALITY changed to SNOWDEP_QUAL; Name of column SWE changed to SWE_INST_0_0_05; Name of column PRECIP changed to PRECIP_INST_455_0_02; Name of column OR_TEMP_Avg changed to ORI_SH_AVG; Name of column AIR_450_Avg changed to AIRTEMP_MEAN_450_0_10; Name of column AIR_450_Max changed to AIRTEMP_MAX_450_0_10; Name of column AIR_450_Min changed to AIRTEMP_MIN_450_0_10; ('apply_template') 14-Nov-2023: Units of column Date changed from '' to 'serial number'; Units of column RecNum changed from '' to 'count'; Units of column LOGGERID changed from '' to 'none'; Units of column PROGID changed from '' to 'none'; Units of column BATTERY_MEAN changed from '' to 'volts'; Units of column SNOWDEP_INST_0_0_05 changed from '' to 'm'; Units of column SNOWDEP_QUAL changed from '' to 'none'; Units of column SWE_INST_0_0_05 changed from '' to 'mm'; Units of column PRECIP_INST_455_0_02 changed from '' to 'mm'; Units of column ORI_SH_AVG changed from '' to 'deg c'; Units of column AIRTEMP_MEAN_450_0_10 changed from '' to 'deg c'; Units of column AIRTEMP_MAX_450_0_10 changed from '' to 'deg c'; Units of column AIRTEMP_MIN_450_0_10 changed from '' to 'deg c'; ('apply_template') 14-Nov-2023: Data Type of column PROGID changed from 'd' to 'f'; Data Type of column SNOWDEP_QUAL changed from 'f' to 'd'; ('apply_template') 14-Nov-2023: Variable Type of column RecNum changed from 'data' to 'nominal'; Variable Type of column LOGGERID changed from 'data' to 'nominal'; Variable Type of column PROGID changed from 'data' to 'nominal'; ('apply_template') 14-Nov-2023: Numeric Type of column PROGID changed from 'discrete' to 'continuous'; Numeric Type of column BATTERY_MEAN changed from 'continous' to 'continuous'; Numeric Type of column SNOWDEP_INST_0_0_05 changed from 'continous' to 'continuous'; Numeric Type of column SNOWDEP_QUAL changed from 'continous' to 'discrete'; Numeric Type of column SWE_INST_0_0_05 changed from 'continous' to 'continuous'; Numeric Type of column PRECIP_INST_455_0_02 changed from 'continous' to 'continuous'; Numeric Type of column ORI_SH_AVG changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MEAN_450_0_10 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MAX_450_0_10 changed from 'continous' to 'continuous'; Numeric Type of column AIRTEMP_MIN_450_0_10 changed from 'continous' to 'continuous'; ('apply_template') 14-Nov-2023: Q/C Criteria of column Date changed from '' to 'x<0='I';isnan(x)='M''; Q/C Criteria of column RecNum changed from '' to 'x<0='I';isnan(x)='M''; Q/C Criteria of column LOGGERID changed from '' to 'flag_notinarray(x,[301,302])='I';isnan(x)='M''; Q/C Criteria of column PROGID changed from '' to 'flag_valuechange(x,0.1,0.1,1)='P';isnan(x)='M''; Q/C Criteria of column BATTERY_MEAN changed from '' to 'x<0='I';x<11.5='L';x>16='H';isnan(x)='M''; Q/C Criteria of column SNOWDEP_INST_0_0_05 changed from '' to 'isnan(x)='M';x>4.5='Q';x>5.0='I';x<-5.0='I';col_SNOWDEP_QUAL<=0='I';col_SNOWDEP_QUAL <162&col_SNOWDEP_QUAL>0='Q';col_SNOWDEP_QUAL>=300&col_SNOWDEP_QUAL<=600='Q';flag_date range(col_Date,{'10/30/2015 12:00:00','11/05/2015 14:55:00'})='Q';flag_daterange(col_Date,{'06/03/2022 15:20:00','06/09/2022 13:30:00'})='I';flag_daterange(col_Date,{'10/20/2022 10:55:00','10/22/2022 05:05:00'})='Q''; Q/C Criteria of column SNOWDEP_QUAL changed from '' to 'isnan(x)='M''; Q/C Criteria of column SWE_INST_0_0_05 changed from '' to 'isnan(x)='M';col_Date>=datenum('10/30/2015 12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('11/11/2016 12:00:00')&col_Date<=datenum('11/14/2017 12:00:00')='I';col_Date>=datenum('09/30/2023 12:00:00')='I''; Q/C Criteria of column PRECIP_INST_455_0_02 changed from '' to 'x<0='I';x>1200='I';col_ORI_SH_AVG<3.5='T';flag_valuechange(x,100,25,1)='R';isnan(x)= 'M';col_Date>=datenum('10/30/2015 12:00:00')&col_Date<=datenum('11/05/2015 14:00:00')='Q';col_Date>=datenum('12/17/2015 12:00:00')&col_Date<=datenum('01/27/2016 12:00:00')='I';col_Date>=datenum('02/25/2018 22:45:00')&col_Date<=datenum('02/28/2018 20:00:00')='T';col_Date>=datenum('02/27/2019 16:55:00')&col_Date<=datenum('10/06/2021 12:10:00')='Q';col_Date>=datenum('10/06/2021 12:15:00')&col_Date<=datenum('12/14/2021 00:05:00')='Q';col_Date>=datenum('12/14/2021 00:10:00')&col_Date<=datenum('09/31/2022 00:00:00')='Q';col_Date>=datenum('12/15/2022 11:20:00')&col_Date<=datenum('12/15/2022 12:25:00')='I';col_Date>=datenum('10/01/2022 00:00:00')='Q''; Q/C Criteria of column ORI_SH_AVG changed from '' to 'x<3.5='T';isnan(x)='M';col_Date>=datenum('10/30/2015 12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q''; Q/C Criteria of column AIRTEMP_MEAN_450_0_10 changed from '' to 'x<=-35='I';x>50='I';x<-18='Q';x>45='Q';flag_valuechange(x,6.5,6.5,1) ='V';flag_valuechange(x,8,8,1) ='I';isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('10/30/2015 12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('05/06/2017 08:00:00')&col_Date<=datenum('08/18/2017 20:00:00')='Q';(col_AIRTEMP_MAX_450_0_10-col_AIRTEMP_MEAN_450_0_10)>1='Q'; (col_AIRTEMP_MEAN_450_0_10-col_AIRTEMP_MIN_450_0_10)>1='Q'; x>col_AIRTEMP_MAX_450_0_10='I'; x50='I';x<-18='Q';x>45='Q';flag_valuechange(x,6.5,6.5,1) ='V';flag_valuechange(x,8,8,1) ='I';isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('10/30/2015 12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('05/06/2017 08:00:00')&col_Date<=datenum('08/18/2017 20:00:00')='Q''; Q/C Criteria of column AIRTEMP_MIN_450_0_10 changed from '' to 'x<=-35='I';x>50='I';x<-18='Q';x>45='Q';flag_valuechange(x,6.5,6.5,1) ='V';flag_valuechange(x,8,8,1) ='I';isnan(x)='M';xcol_FOURHI='Q';col_Date>=datenum('10/30/2015 12:00:00')&col_Date<=datenum('11/5/2015 14:00:00')='Q';col_Date>=datenum('05/06/2017 08:00:00')&col_Date<=datenum('08/18/2017 20:00:00')='Q''; ('apply_template') 14-Nov-2023: Precision of column Date changed from 0 to 7; Precision of column PROGID changed from 0 to 1; Precision of column SNOWDEP_QUAL changed from 2 to 0; Precision of column SWE_INST_0_0_05 changed from 2 to 4; Precision of column ORI_SH_AVG changed from 3 to 2; ('apply_template') 14-Nov-2023: Descriptions of columns Date, RecNum, LOGGERID, PROGID, BATTERY_MEAN, SNOWDEP_INST_0_0_05, SNOWDEP_QUAL, SWE_INST_0_0_05, PRECIP_INST_455_0_02, ORI_SH_AVG, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and AIRTEMP_MIN_450_0_10 edited; ('apply_template') 14-Nov-2023: added column 'Site' at position 1 ('addcol') 14-Nov-2023: inserted 2279 new records with date/time values and NaN/null data values (replicating common values in the non-data columns Site, RecNum, LOGGERID and PROGID) to fill in date/time interval gaps in the data series and assigned flag 'M' to inserted records ('pad_date_gaps') 14-Nov-2023: sorted by column Date(ascending) ('sortdata') 14-Nov-2023: Year, Month, Day, Hour and Minute datetime columns added after column Date ('add_datepartcols') 14-Nov-2023: sorted by columns Month(ascending), Day(ascending), Hour(ascending) ('sortdata') 14-Nov-2023: performed a lookup join of columns Month, Day and Hour on columns Month, Day and Hour from a second structure, returning column(s) Site, Date, Year, Minute, RecNum, LOGGERID, PROGID, BATTERY_MEAN, BATTERY_V_CHECK, SNOWDEP_INST_0_0_05, SNOWDEPTH_CHECK, SNOWDEP_QUAL, SWE_INST_0_0_05, SWE_CHECK, PRECIP_INST_455_0_02, ORI_SH_AVG, PUMPVOLTS_Avg, PUMPVOLTS_CHECK, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and AIRTEMP_MIN_450_0_10 from the first structure and column(s) MEAN, STD, MIN, MAX, MEDIAN, FOURLO and FOURHI from the second structure (24605 rows) ('joindata') 14-Nov-2023: sorted by column Date(ascending) ('sortdata') 14-Nov-2023: imported all documentation metadata from the template 'LNDB_VarMet_3', updating descriptors for columns Date, RecNum, LOGGERID, PROGID, BATTERY_MEAN, SNOWDEP_INST_0_0_05, SNOWDEP_QUAL, SWE_INST_0_0_05, PRECIP_INST_455_0_02, ORI_SH_AVG, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and AIRTEMP_MIN_450_0_10 ('meta_template') 14-Nov-2023: updated 16 metadata fields in the Data, Dataset, Project, Site, Status, Study, Supplement section(s) ('addmeta') 14-Nov-2023: updated title ('newtitle') 14-Nov-2023: Q/C flagging criteria applied, 'flags' field updated ('dataflag') 14-Nov-2023: Q/C Criteria of column Date changed from 'x<0='I';isnan(x)='M';manual' to 'x<0='I';isnan(x)='M''; Q/C Criteria of column RecNum changed from 'x<0='I';isnan(x)='M';manual' to 'x<0='I';isnan(x)='M''; Q/C Criteria of column LOGGERID changed from 'flag_notinarray(x,[301,302])='I';isnan(x)='M';manual' to 'flag_notinarray(x,[301,302])='I';isnan(x)='M''; Q/C Criteria of column PROGID changed from 'flag_valuechange(x,0.1,0.1,1)='P';isnan(x)='M';manual' to 'flag_valuechange(x,0.1,0.1,1)='P';isnan(x)='M''; Q/C Criteria of column BATTERY_MEAN changed from 'x<0='I';x<11.5='L';x>16='H';isnan(x)='M';manual' to 'x<0='I';x<11.5='L';x>16='H';isnan(x)='M''; Q/C Criteria of column SNOWDEP_QUAL changed from 'isnan(x)='M';manual' to 'isnan(x)='M''; ('apply_template') 14-Nov-2023: deleted columns Month, Day, Hour, Year, Minute, RecNum, MEAN, STD, MIN, MAX, FOURLO, FOURHI and MEDIAN from the structure ('deletecols') 14-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': 1696 records in SNOWDEP_INST_0_0_05, 23 records in PRECIP_INST_455_0_02 ('nullflags') 14-Nov-2023: sorted by column Date(ascending) ('sortdata') 14-Nov-2023: replaced 1391 missing values in column SNOWDEP_INST_0_0_05 with estimated values based on 1D interpolation of SNOWDEP_INST_0_0_05 as a function of Date using the MATLAB 9.912 function 'interp1' with the 'linear' (linear interpolation) method option, excluding data gaps with more than 5 consecutive missing values, and flagging the estimated values as 'E' ('interp_missing') 14-Nov-2023: 1391 values in 'SNOWDEP_INST_0_0_05' were updated with new values ('update_data'): changed record 2581 from NaN to 0.1825, changed record 2594 from NaN to 0.0750, changed record 2600 from NaN to 0.3935, changed record 2611 from NaN to 0.3690, changed record 2623 from NaN to 0.3635, changed record 2783 from NaN to 0.1490, changed record 2817 from NaN to 0.3100, changed record 2823 from NaN to 0.0160, changed record 2841 from NaN to 0.3950, changed record 2842 from NaN to 0.4250, changed record 2846 from NaN to 0.3750, changed record 2850 from NaN to 0.1945, changed record 2852 from NaN to 0.4180, changed record 2854 from NaN to 0.0610, changed record 2856 from NaN to 0.0810, changed record 2870 from NaN to 0.2240, changed record 2871 from NaN to 0.1400, changed record 2881 from NaN to 0.2605, changed record 2888 from NaN to 0.1925, changed record 2897 from NaN to -0.1055, changed record 2906 from NaN to 0.2325, changed record 2909 from NaN to 0.1710, changed record 2914 from NaN to -0.1055, changed record 2918 from NaN to 0.4385, changed record 2923 from NaN to 0.3775, changed record 2972 from NaN to 0.1575, changed record 2983 from NaN to -0.0670, changed record 2987 from NaN to -0.1420, changed record 2992 from NaN to 0.0705, changed record 3000 from NaN to -0.0280, changed record 3019 from NaN to 0.4600, changed record 3037 from NaN to 0.2805, changed record 3039 from NaN to 0.2665, changed record 3077 from NaN to 0.0253, changed record 3078 from NaN to 0.0277, changed record 3108 from NaN to 0.0130, changed record 3159 from NaN to 0.1140, changed record 3166 from NaN to 0.4475, changed record 3177 from NaN to 0.1007, changed record 3178 from NaN to 0.2443, changed record 3186 from NaN to 0.2135, changed record 3225 from NaN to 0.1670, changed record 3237 from NaN to 0.3560, changed record 3238 from NaN to 0.3870, changed record 3264 from NaN to 0.2130, changed record 3407 from NaN to 0.1900, changed record 3415 from NaN to 0.3555, changed record 3425 from NaN to 0.2007, changed record 3426 from NaN to 0.0585, changed record 3427 from NaN to -0.0837, changed record 3439 from NaN to 0.3690, changed record 3450 from NaN to -0.2355, changed record 3469 from NaN to 0.2458, changed record 3470 from NaN to 0.1286, changed record 3471 from NaN to 0.0114, changed record 3472 from NaN to -0.1058, changed record 3482 from NaN to 0.0240, changed record 3487 from NaN to 0.3385, changed record 3504 from NaN to 0.3345, changed record 3519 from NaN to 0.1370, changed record 3520 from NaN to -0.0500, changed record 3524 from NaN to 0.0280, changed record 3537 from NaN to 0.0410, changed record 3620 from NaN to 0.3710, changed record 3638 from NaN to -0.2290, changed record 3652 from NaN to 0.0560, changed record 3696 from NaN to 0.3645, changed record 3709 from NaN to 0.1860, changed record 3713 from NaN to 0.2100, changed record 3715 from NaN to 0.1820, changed record 3733 from NaN to -0.2285, changed record 3735 from NaN to -0.1035, changed record 3746 from NaN to -0.1105, changed record 3759 from NaN to 0.2920, changed record 3761 from NaN to 0.0770, changed record 3767 from NaN to 0.0885, changed record 3774 from NaN to -0.2315, changed record 3840 from NaN to 0.3525, changed record 3856 from NaN to 0.3680, changed record 3984 from NaN to 0.3375, changed record 3986 from NaN to 0.3490, changed record 4001 from NaN to 0.3610, changed record 4006 from NaN to 0.3695, changed record 4010 from NaN to 0.3400, changed record 4013 from NaN to 0.1910, changed record 4015 from NaN to 0.0710, changed record 4024 from NaN to 0.1715, changed record 4034 from NaN to 0.4070, changed record 4036 from NaN to 0.3720, changed record 4040 from NaN to 0.0500, changed record 4045 from NaN to 0.3395, changed record 4054 from NaN to 0.3500, changed record 4058 from NaN to 0.0115, changed record 4066 from NaN to 0.3975, changed record 4131 from NaN to -0.1600, changed record 4142 from NaN to -0.0295, changed record 4180 from NaN to 0.4470, changed record 4228 from NaN to 0.2300, changed record 4277 from NaN to 0.4430, changed record 4283 from NaN to 0.3890, changed record 4290 from NaN to 0.3955, changed record 4317 from NaN to 0.2310, changed record 4319 from NaN to -0.0883, changed record 4320 from NaN to -0.2187, changed record 4355 from NaN to 0.4260, changed record 4543 from NaN to 0.2305, changed record 4561 from NaN to 0.2070, changed record 4603 from NaN to 0.2470, changed record 4606 from NaN to 0.3845, changed record 4608 from NaN to 0.3640, changed record 4609 from NaN to 0.3870, changed record 4610 from NaN to 0.4100, changed record 4641 from NaN to 0.4135, changed record 4807 from NaN to 0.4145, changed record 4868 from NaN to 0.2110, changed record 4872 from NaN to 0.0570, changed record 4875 from NaN to 0.3805, changed record 4889 from NaN to 0.2310, changed record 4898 from NaN to 0.3680, changed record 4909 from NaN to 0.0725, changed record 4915 from NaN to -0.1025, changed record 4927 from NaN to 0.3500, changed record 5131 from NaN to 0.1915, changed record 5149 from NaN to 0.1223, changed record 5150 from NaN to -0.0533, changed record 5167 from NaN to 0.0685, changed record 5195 from NaN to 0.3335, changed record 5197 from NaN to 0.3775, changed record 5199 from NaN to 0.2627, changed record 5200 from NaN to 0.1443, changed record 5202 from NaN to 0.0265, changed record 5215 from NaN to 0.0820, changed record 5228 from NaN to 0.3795, changed record 5267 from NaN to 0.0650, changed record 5438 from NaN to 0.4465, changed record 5451 from NaN to 0.4390, changed record 5497 from NaN to 0.2430, changed record 5675 from NaN to 0.2615, changed record 5713 from NaN to 0.1035, changed record 5735 from NaN to 0.0950, changed record 5757 from NaN to 0.4435, changed record 5782 from NaN to -0.1225, changed record 5788 from NaN to 0.1767, changed record 5789 from NaN to 0.2893, changed record 5823 from NaN to 0.2490, changed record 5844 from NaN to 0.2500, changed record 6015 from NaN to -0.2965, changed record 6020 from NaN to 0.2620, changed record 6023 from NaN to 0.0985, changed record 6041 from NaN to 0.0605, changed record 6050 from NaN to 0.1135, changed record 6052 from NaN to 0.1030, changed record 6063 from NaN to 0.3357, changed record 6064 from NaN to 0.1933, changed record 6068 from NaN to 0.4200, changed record 6099 from NaN to 0.1790, changed record 6159 from NaN to -0.3050, changed record 6266 from NaN to 0.1595, changed record 6292 from NaN to 0.4347, changed record 6293 from NaN to 0.4103, changed record 6299 from NaN to -0.1300, changed record 6303 from NaN to -0.2937, changed record 6304 from NaN to -0.3113, changed record 6308 from NaN to -0.0170, changed record 6320 from NaN to 0.1915, changed record 6324 from NaN to 0.0307, changed record 6325 from NaN to 0.0233, changed record 6328 from NaN to 0.3813, changed record 6329 from NaN to 0.3987, changed record 6331 from NaN to 0.3920, changed record 6340 from NaN to 0.4265, changed record 6355 from NaN to 0.0680, changed record 6381 from NaN to 0.0180, changed record 6404 from NaN to -0.1660, changed record 6409 from NaN to 0.2000, changed record 6567 from NaN to 0.2210, changed record 6571 from NaN to 0.1860, changed record 6575 from NaN to 0.4115, changed record 6579 from NaN to -0.1050, changed record 6601 from NaN to -0.1080, changed record 6607 from NaN to -0.2745, changed record 6627 from NaN to 0.4470, changed record 6646 from NaN to 0.1335, changed record 6659 from NaN to 0.2995, changed record 6666 from NaN to -0.1145, changed record 6674 from NaN to 0.3830, changed record 6711 from NaN to 0.2650, changed record 6724 from NaN to 0.2285, changed record 6726 from NaN to -0.1810, changed record 6733 from NaN to 0.0255, changed record 6764 from 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record 15218 from NaN to -0.2495, changed record 15224 from NaN to 0.4210, changed record 15230 from NaN to -0.0595, changed record 15254 from NaN to 0.1310, changed record 15277 from NaN to -0.0745, changed record 15297 from NaN to 0.1115, changed record 15300 from NaN to -0.1005, changed record 15313 from NaN to -0.0265, changed record 15314 from NaN to 0.0720, changed record 15315 from NaN to 0.1705, changed record 15363 from NaN to 0.2110, changed record 15364 from NaN to 0.1490, changed record 15377 from NaN to -0.1500, changed record 15400 from NaN to -0.2260, changed record 15436 from NaN to 0.3685, changed record 15440 from NaN to -0.0393, changed record 15441 from NaN to -0.0427, changed record 15444 from NaN to 0.1720, changed record 15445 from NaN to 0.0360, changed record 15449 from NaN to -0.3385, changed record 15452 from NaN to -0.1660, changed record 15455 from NaN to -0.2855, changed record 15458 from NaN to -0.2130, changed record 15472 from NaN to -0.2720, changed record 15474 from NaN to -0.1290, changed record 15477 from NaN to 0.3560, changed record 15479 from NaN to 0.1370, changed record 15491 from NaN to 0.1630, changed record 15495 from NaN to -0.0715, changed record 15498 from NaN to 0.2135, changed record 15504 from NaN to -0.1690, changed record 15506 from NaN to -0.2095, changed record 15508 from NaN to -0.2125, changed record 15510 from NaN to -0.0247, changed record 15511 from NaN to 0.1837, changed record 15525 from NaN to -0.2063, changed record 15526 from NaN to -0.2007, changed record 15535 from NaN to -0.1115, changed record 15546 from NaN to -0.2440, changed record 15552 from NaN to 0.2565, changed record 15557 from NaN to -0.0790, changed record 15567 from NaN to 0.4208, changed record 15568 from NaN to 0.4206, changed record 15569 from NaN to 0.4204, changed record 15570 from NaN to 0.4202, changed record 15603 from NaN to -0.1945, changed record 15609 from NaN to 0.4105, changed record 15613 from NaN to -0.2447, changed record 15614 from NaN to -0.3293, changed record 15663 from NaN to 0.3095, changed record 15674 from NaN to 0.3880, changed record 15730 from NaN to 0.3830, changed record 15776 from NaN to -0.1670, changed record 15779 from NaN to -0.0600, changed record 15798 from NaN to 0.4095, changed record 15800 from NaN to 0.4120, changed record 15801 from NaN to 0.4150, changed record 15803 from NaN to 0.4107, changed record 15804 from NaN to 0.4033, changed record 15812 from NaN to 0.1350, changed record 15819 from NaN to 0.2215, changed record 15825 from NaN to -0.0650, changed record 15827 from NaN to -0.0280, changed record 15828 from NaN to -0.0940, changed record 15832 from NaN to 0.1115, changed record 15837 from NaN to 0.4096, changed record 15838 from NaN to 0.4022, changed record 15839 from NaN to 0.3948, changed record 15840 from NaN to 0.3874, changed record 15844 from NaN to -0.1885, changed record 15846 from NaN to -0.2350, changed record 15848 from NaN to 0.1315, changed record 15851 from NaN to 0.0935, changed record 15855 from NaN to 0.2570, changed record 15856 from NaN to 0.1210, changed record 15858 from NaN to 0.1210, changed record 15861 from NaN to -0.0900, changed record 15864 from NaN to 0.0930, changed record 15868 from NaN to -0.2260, changed record 15880 from NaN to 0.4110, changed record 15913 from NaN to 0.1020, changed record 15923 from NaN to -0.1580, changed record 15937 from NaN to 0.2540, changed record 15942 from NaN to 0.2015, changed record 16050 from NaN to 0.2290, changed record 16060 from NaN to 0.1560, changed record 16063 from NaN to 0.0690, changed record 16066 from NaN to 0.0915, changed record 16073 from NaN to 0.1035, changed record 16078 from NaN to 0.2035, changed record 16081 from NaN to 0.3745, changed record 16083 from NaN to 0.2637, changed record 16084 from NaN to 0.1533, changed record 16088 from NaN to -0.2635, changed record 16093 from NaN to 0.1155, changed record 16097 from NaN to 0.1920, changed record 16098 from 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to 0.0800, changed record 16281 from NaN to -0.2255, changed record 16289 from NaN to -0.2225, changed record 16292 from NaN to 0.2035, changed record 16303 from NaN to -0.1850, changed record 16305 from NaN to -0.3225, changed record 16308 from NaN to 0.1913, changed record 16309 from NaN to -0.0103, changed record 16327 from NaN to 0.0270, changed record 16331 from NaN to 0.2665, changed record 16336 from NaN to -0.2205, changed record 16342 from NaN to 0.3990, changed record 16363 from NaN to 0.0525, changed record 16372 from NaN to -0.3885, changed record 16376 from NaN to 0.1840, changed record 16388 from NaN to 0.1115, changed record 16391 from NaN to 0.0955, changed record 16392 from NaN to 0.1710, changed record 16393 from NaN to 0.2465, changed record 16399 from NaN to 0.0530, changed record 16401 from NaN to -0.1650, changed record 16403 from NaN to 0.1470, changed record 16414 from NaN to 0.1995, changed record 16417 from NaN to 0.0435, changed record 16424 from NaN to 0.0200, changed record 16427 from NaN to 0.0130, changed record 16433 from NaN to -0.0200, changed record 16434 from NaN to 0.0780, changed record 16436 from NaN to 0.1965, changed record 16455 from NaN to 0.0315, changed record 16471 from NaN to 0.0685, changed record 16526 from NaN to 0.2095, changed record 16560 from NaN to 0.2125, changed record 16579 from NaN to 0.0215, changed record 16651 from NaN to -0.0225, changed record 16674 from NaN to 0.2200, changed record 16679 from NaN to 0.4015, changed record 16694 from NaN to -0.6320, changed record 16698 from NaN to -0.2063, changed record 16699 from NaN to 0.1103, changed record 16713 from NaN to 0.0000, changed record 16714 from NaN to 0.0170, changed record 16721 from NaN to 0.2300, changed record 16726 from NaN to 0.1810, changed record 16730 from NaN to 0.3220, changed record 16733 from NaN to 0.3190, changed record 16769 from NaN to 0.3275, changed record 16812 from NaN to 0.1595, changed record 16816 from NaN to 0.1475, changed record 16924 from NaN to -0.2335, changed record 16940 from NaN to 0.1025, changed record 16952 from NaN to 0.2915, changed record 16975 from NaN to -0.0088, changed record 16976 from NaN to 0.0975, changed record 16977 from NaN to 0.2038, changed record 16983 from NaN to 0.0185, changed record 16991 from NaN to 0.2853, changed record 16992 from NaN to 0.1447, changed record 17009 from NaN to 0.2605, changed record 17012 from NaN to -0.3415, changed record 17014 from NaN to -0.1300, changed record 17224 from NaN to -0.0805, changed record 17268 from NaN to 0.1570, changed record 17275 from NaN to 0.0065, changed record 17280 from NaN to -0.2000, changed record 17283 from NaN to 0.1445, changed record 17307 from NaN to 0.4190, changed record 17309 from NaN to -0.2245, changed record 17321 from NaN to 0.0905, changed record 17367 from NaN to 0.4075, changed record 17370 from NaN to 0.1755, changed record 17403 from NaN to -0.0525, changed record 17406 from NaN to -0.0980, changed record 17435 from NaN to 0.1795, changed record 17469 from NaN to 0.1105, changed record 17525 from NaN to 0.4280, changed record 17543 from NaN to 0.2285, changed record 17549 from NaN to 0.3820, changed record 17557 from NaN to 0.2703, changed record 17558 from NaN to 0.1845, changed record 17559 from NaN to 0.0988, changed record 17565 from NaN to 0.0250, changed record 17571 from NaN to 0.3807, changed record 17572 from NaN to 0.3563, changed record 17575 from NaN to 0.3740, changed record 17576 from NaN to 0.4060, changed record 17582 from NaN to -0.5130, changed record 17585 from NaN to 0.1645, changed record 17591 from NaN to 0.0080, changed record 17599 from NaN to -0.2110, changed record 17600 from NaN to -0.2030, changed record 17612 from NaN to 0.3260, changed record 17647 from NaN to -0.0380, changed record 17656 from NaN to 0.1115, changed record 17660 from NaN to -0.1805, changed record 17667 from NaN to -0.0810, changed record 17672 from NaN to 0.1690, changed record 17697 from NaN to 0.0300, changed record 17742 from NaN to -0.0220, changed record 17752 from NaN to 0.3725, changed record 17798 from NaN to -0.2815, changed record 17807 from NaN to 0.1805, changed record 17810 from NaN to 0.1270, changed record 17828 from NaN to 0.0630, changed record 17831 from NaN to -0.1595, changed record 17832 from NaN to -0.1720, changed record 17833 from NaN to -0.1845, changed record 17837 from NaN to -0.1947, changed record 17838 from NaN to -0.2033, changed record 17841 from NaN to -0.2745, changed record 17844 from NaN to 0.0930, changed record 17846 from NaN to 0.4090, changed record 17847 from NaN to 0.4250, changed record 17852 from NaN to 0.3505, changed record 17856 from NaN to 0.2520, changed record 17858 from NaN to 0.3074, changed record 17859 from NaN to 0.2998, changed record 17860 from NaN to 0.2922, changed record 17861 from NaN to 0.2846, changed record 17864 from NaN to 0.0130, changed record 17869 from NaN to 0.0485, changed record 17871 from NaN to 0.0860, changed record 17876 from NaN to 0.3410, changed record 17881 from NaN to 0.0595, changed record 17886 from NaN to -0.2560, changed record 17887 from NaN to -0.3390, changed record 17892 from NaN to -0.0970, changed record 17904 from NaN to 0.0305, changed record 17921 from NaN to -0.0600, changed record 17927 from NaN to 0.2900, changed record 17935 from NaN to 0.0840, changed record 17946 from NaN to 0.0430, changed record 17952 from NaN to -0.1655, changed record 17954 from NaN to -0.2080, changed record 17959 from NaN to 0.0625, changed record 17973 from NaN to 0.2955, changed record 17979 from NaN to -0.0300, changed record 17983 from NaN to -0.0430, changed record 17985 from NaN to -0.0495, changed record 18014 from NaN to 0.3470, changed record 18021 from NaN to -0.1900, changed record 18022 from NaN to -0.2970, changed record 18034 from NaN to -0.0267, changed record 18035 from NaN to 0.1467, changed record 18080 from NaN to 0.2440, changed record 18083 from NaN to 0.1810, changed record 18087 from NaN to -0.2580, changed record 18088 from NaN to -0.0030, changed record 18090 from NaN to 0.0210, changed record 18093 from NaN to -0.1300, changed record 18098 from NaN to -0.0190, changed record 18101 from NaN to -0.2100, changed record 18103 from NaN to -0.0367, changed record 18104 from NaN to 0.1277, changed record 18110 from NaN to -0.1700, changed record 18111 from NaN to -0.1300, changed record 18112 from NaN to -0.0900, changed record 18113 from NaN to -0.0500, changed record 18115 from NaN to -0.0835, changed record 18122 from NaN to -0.1845, changed record 18125 from NaN to -0.2170, changed record 18129 from NaN to -0.2100, changed record 18144 from NaN to 0.0740, changed record 18168 from NaN to -0.2365, changed record 18189 from NaN to 0.3045, changed record 18213 from NaN to 0.0700, changed record 18256 from NaN to 0.3055, changed record 18258 from NaN to 0.3340, changed record 18275 from NaN to 0.1675, changed record 18301 from NaN to -0.2265, changed record 18309 from NaN to 0.1470, changed record 18311 from NaN to -0.2100, changed record 18313 from NaN to -0.1697, changed record 18314 from NaN to 0.0437, changed record 18316 from NaN to 0.3090, changed record 18319 from NaN to 0.3053, changed record 18320 from NaN to 0.2437, changed record 18322 from NaN to 0.2267, changed record 18323 from NaN to 0.2713, changed record 18325 from NaN to 0.2590, changed record 18338 from NaN to -0.0385, changed record 18344 from NaN to 0.3480, changed record 18366 from NaN to -0.3360, changed record 18372 from NaN to 0.2555, changed record 18374 from NaN to 0.2880, changed record 18377 from NaN to -0.2190, changed record 18378 from NaN to -0.2150, changed record 18379 from NaN to -0.2110, changed record 18384 from NaN to -0.1885, changed record 18387 from NaN to -0.2300, changed record 18388 from NaN to -0.2260, changed record 18394 from NaN to -0.2320, changed record 18397 from NaN to -0.1987, changed record 18398 from NaN to -0.1963, changed record 18408 from NaN to 0.1167, changed record 18409 from NaN to -0.0517, changed record 18420 from NaN to -0.2195, changed record 18432 from NaN to 0.0190, changed record 18442 from NaN to -0.2850, changed record 18443 from NaN to -0.3110, changed record 18445 from NaN to -0.3047, changed record 18446 from NaN to -0.2723, changed record 18459 from NaN to -0.2475, changed record 18484 from NaN to 0.0147, changed record 18485 from NaN to -0.0627, changed record 18493 from NaN to 0.0015, changed record 18499 from NaN to -0.2257, changed record 18500 from NaN to -0.2253, changed record 18502 from NaN to -0.2255, changed record 18504 from NaN to -0.2210, changed record 18511 from NaN to -0.2305, changed record 18515 from NaN to -0.1060, changed record 18542 from NaN to -0.2205, changed record 18552 from NaN to -0.2250, changed record 18557 from NaN to 0.3720, changed record 18564 from NaN to -0.1250, changed record 18567 from NaN to 0.2035, changed record 18568 from NaN to 0.0840, changed record 18569 from NaN to -0.0355, changed record 18576 from NaN to -0.1455, changed record 18580 from NaN to -0.0995, changed record 18582 from NaN to -0.1155, changed record 18586 from NaN to -0.2950, changed record 18598 from NaN to -0.0615, changed record 18602 from NaN to -0.2595, changed record 18607 from NaN to 0.3983, changed record 18608 from NaN to 0.3937, changed record 18612 from NaN to 0.2130, changed record 18623 from NaN to 0.2035, changed record 18625 from NaN to 0.2155, changed record 18627 from NaN to 0.2095, changed record 18633 from NaN to -0.1498, changed record 18634 from NaN to -0.2875, changed record 18635 from NaN to -0.4253, changed record 18639 from NaN to -0.1930, changed record 18644 from NaN to -0.3653, changed record 18645 from NaN to -0.1987, changed record 18650 from NaN to -0.2205, changed record 18654 from NaN to -0.2110, changed record 18659 from NaN to -0.2490, changed record 18660 from NaN to -0.2460, changed record 18674 from NaN to 0.0770, changed record 18685 from NaN to 0.0085, changed record 18690 from NaN to -0.2280, changed record 18694 from NaN to -0.0005, changed record 18711 from NaN to -0.0950, changed record 18715 from NaN to -0.2230, changed record 18718 from NaN to -0.1942, changed record 18719 from NaN to -0.2014, changed record 18720 from NaN to -0.2086, changed record 18721 from NaN to -0.2158, changed record 18730 from NaN to 0.2143, changed record 18731 from NaN to -0.0063, changed record 18733 from NaN to 0.0675, changed record 18756 from NaN to -0.2060, changed record 18760 from NaN to -0.2005, changed record 18768 from NaN to -0.3547, changed record 18769 from NaN to -0.3135, changed record 18770 from NaN to -0.2723, changed record 18777 from NaN to 0.1858, changed record 18778 from NaN to 0.0836, changed record 18779 from NaN to -0.0186, changed record 18780 from NaN to -0.1208, changed record 18783 from NaN to 0.0673, changed record 18784 from NaN to -0.0293, changed record 18788 from NaN to 0.0675, changed record 18791 from NaN to -0.0365, changed record 18795 from NaN to -0.2335, changed record 18798 from NaN to 0.0425, changed record 18802 from NaN to 0.1090, changed record 18804 from NaN to 0.2557, changed record 18805 from NaN to 0.0945, changed record 18806 from NaN to -0.0668, changed record 18810 from NaN to 0.0560, changed record 18813 from NaN to -0.2290, changed record 18814 from NaN to -0.2300, changed record 18817 from NaN to -0.2248, changed record 18818 from NaN to -0.2246, changed record 18819 from NaN to -0.2244, changed record 18820 from NaN to -0.2242, changed record 18828 from NaN to -0.2280, changed record 18829 from NaN to -0.2250, changed record 18831 from NaN to -0.1160, changed record 18836 from NaN to -0.1455, changed record 18843 from NaN to -0.2268, changed record 18844 from NaN to -0.2255, changed record 18845 from NaN to -0.2243, changed record 18848 from NaN to 0.1505, changed record 18851 from NaN to 0.1980, changed record 18855 from NaN to 0.0440, changed record 18857 from NaN to 0.0705, changed record 18863 from NaN to 0.0885, changed record 18867 from NaN to 0.0125, changed record 18873 from NaN to 0.3570, changed record 18875 from NaN to 0.3380, changed record 18884 from NaN to -0.1505, changed record 18887 from NaN to 0.2080, changed record 18889 from NaN to 0.0695, changed record 18893 from NaN to -0.2105, changed record 18895 from NaN to -0.2495, changed record 18897 from NaN to -0.1070, changed record 18898 from NaN to -0.0470, changed record 18900 from NaN to 0.2075, changed record 18903 from NaN to 0.2105, changed record 18921 from NaN to 0.1990, changed record 18923 from NaN to 0.3475, changed record 18927 from NaN to 0.1815, changed record 18930 from NaN to 0.3275, changed record 18933 from NaN to 0.2125, changed record 18941 from NaN to 0.0835, changed record 18945 from NaN to 0.1660, changed record 18947 from NaN to 0.3180, changed record 18952 from NaN to 0.2870, changed record 18964 from NaN to -0.0060, changed record 18969 from NaN to 0.0610, changed record 18992 from NaN to -0.2325, changed record 18994 from NaN to -0.1057, changed record 18995 from NaN to 0.0147, changed record 19008 from NaN to -0.2960, changed record 19014 from NaN to -0.2285, changed record 19018 from NaN to -0.0530, changed record 19046 from NaN to -0.0240, changed record 19055 from NaN to -0.2185, changed record 19065 from NaN to -0.1110, changed record 19095 from NaN to 0.0665, changed record 19097 from NaN to 0.0685, changed record 19106 from NaN to -0.2235, changed record 19108 from NaN to -0.1995, changed record 19115 from NaN to 0.0425, changed record 19120 from NaN to 0.0360, changed record 19125 from NaN to -0.2170, changed record 19128 from NaN to -0.0490, changed record 19129 from NaN to 0.1320, changed record 19146 from NaN to 0.2895, changed record 19151 from NaN to -0.2260, changed record 19157 from NaN to -0.1885, changed record 19167 from NaN to -0.1110, changed record 19185 from NaN to 0.1293, changed record 19186 from NaN to -0.0473, changed record 19194 from NaN to 0.1343, changed record 19195 from NaN to -0.0423, changed record 19200 from NaN to 0.2980, changed record 19208 from NaN to -0.1863, changed record 19209 from NaN to -0.1457, changed record 19211 from NaN to -0.0485, changed record 19215 from NaN to -0.2160, changed record 19243 from NaN to -0.2310, changed record 19258 from NaN to -0.2160, changed record 19261 from NaN to -0.2155, changed record 19265 from NaN to -0.2130, changed record 19272 from NaN to -0.2360, changed record 19287 from NaN to -0.2235, changed record 19294 from NaN to -0.2115, changed record 19307 from NaN to -0.2125, changed record 19341 from NaN to 0.0390, changed record 19356 from NaN to -0.1695, changed record 19383 from NaN to -0.2950, changed record 19385 from NaN to -0.2925, changed record 19388 from NaN to 0.0940, changed record 19392 from NaN to -0.0150, changed record 19401 from NaN to 0.2233, changed record 19402 from NaN to 0.0667, changed record 19405 from NaN to 0.0860, changed record 19407 from NaN to -0.1775, changed record 19413 from NaN to 0.0360, changed record 19425 from NaN to 0.3657, changed record 19426 from NaN to 0.3373, changed record 19446 from NaN to -0.0875, changed record 19452 from NaN to 0.1650, changed record 19487 from NaN to -0.2023, changed record 19488 from NaN to -0.2087, changed record 19508 from NaN to -0.1935, changed record 19523 from NaN to 0.0925, changed record 19526 from NaN to 0.1120, changed record 19528 from NaN to 0.2900, changed record 19529 from NaN to 0.1430, changed record 19532 from NaN to 0.1577, changed record 19533 from NaN to 0.0305, changed record 19534 from NaN to -0.0968, changed record 19541 from NaN to 0.3625, changed record 19546 from NaN to -0.2200, changed record 19549 from NaN to 0.0230, changed record 19551 from NaN to 0.0255, changed record 19554 from NaN to -0.2185, changed record 19558 from NaN to 0.0525, changed record 19560 from NaN to 0.0420, changed record 19562 from NaN to -0.2175, changed record 19572 from NaN to 0.0480, changed record 19593 from NaN to -0.2045, changed record 19597 from NaN to -0.0453, changed record 19598 from NaN to 0.1213, changed record 19601 from NaN to 0.1225, changed record 19606 from NaN to 0.1540, changed record 19616 from NaN to -0.0300, changed record 19621 from NaN to 0.0377, changed record 19622 from NaN to -0.1637, changed record 19655 from NaN to 0.1635, changed record 19658 from NaN to 0.3480, changed record 19664 from NaN to 0.2285, changed record 19678 from NaN to 0.2085, changed record 19682 from NaN to 0.0780, changed record 19697 from NaN to 0.0894, changed record 19698 from NaN to 0.1628, changed record 19699 from NaN to 0.2362, changed record 19700 from NaN to 0.3096, changed record 19708 from NaN to 0.0130, changed record 19763 from NaN to 0.3765, changed record 19813 from NaN to 0.1830, changed record 19820 from NaN to -0.2080, changed record 19853 from NaN to 0.2490, changed record 19878 from NaN to 0.1830, changed record 19884 from NaN to 0.0375, changed record 19894 from NaN to 0.2795, changed record 19914 from NaN to -0.1217, changed record 19915 from NaN to -0.0363, changed record 19920 from NaN to 0.4330, changed record 19966 from NaN to 0.1400, changed record 20136 from NaN to 0.0595, changed record 20164 from NaN to 0.4430, changed record 20173 from NaN to -0.1540, changed record 20385 from NaN to 0.1840, changed record 23124 from NaN to -0.2380 14-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' field updated ('dataflag') 14-Nov-2023: replaced 59 missing values in column SWE_INST_0_0_05 with estimated values based on 1D interpolation of SWE_INST_0_0_05 as a function of Date using the MATLAB 9.912 function 'interp1' with the 'linear' (linear interpolation) method option, excluding data gaps with more than 5 consecutive missing values, and flagging the estimated values as 'E' ('interp_missing') 14-Nov-2023: 59 values in 'SWE_INST_0_0_05' were updated with new values ('update_data'): changed record 2319 from NaN to 94.7000, changed record 2320 from NaN to 93.9000, changed record 2322 from NaN to 93.2600, changed record 2323 from NaN to 93.4200, changed record 2324 from NaN to 93.5800, changed record 2325 from NaN to 93.7400, changed record 2327 from NaN to 94.4333, changed record 2328 from NaN to 94.9667, changed record 2338 from NaN to 92.6333, changed record 2339 from NaN to 93.6667, changed record 2348 from NaN to 92.3000, changed record 2355 from NaN to 91.5750, changed record 2356 from NaN to 92.3500, changed record 2357 from NaN to 93.1250, changed record 2379 from NaN to 90.0000, changed record 2380 from NaN to 90.8000, changed record 2384 from NaN to 88.4000, changed record 2385 from NaN to 87.6000, changed record 2388 from NaN to 86.8000, changed record 2389 from NaN to 86.8000, changed record 2390 from NaN to 86.8000, changed record 2391 from NaN to 86.8000, changed record 2393 from NaN to 86.8000, changed record 2394 from NaN to 86.8000, changed record 2403 from NaN to 84.0500, changed record 2405 from NaN to 83.7000, changed record 2407 from NaN to 85.2500, changed record 2419 from NaN to 83.1667, changed record 2420 from NaN to 83.4333, changed record 2422 from NaN to 83.3000, changed record 2427 from NaN to 86.8200, changed record 2428 from NaN to 86.0400, changed record 2429 from NaN to 85.2600, changed record 2430 from NaN to 84.4800, changed record 2458 from NaN to 80.5150, changed record 2473 from NaN to 82.9000, changed record 2474 from NaN to 82.1000, changed record 2476 from NaN to 81.5667, changed record 2477 from NaN to 81.8333, changed record 2479 from NaN to 80.5200, changed record 2492 from NaN to 80.1300, changed record 2504 from NaN to 78.3260, changed record 2505 from NaN to 78.4820, changed record 2506 from NaN to 78.6380, changed record 2507 from NaN to 78.7940, changed record 2516 from NaN to 78.1700, changed record 2518 from NaN to 80.1300, changed record 2525 from NaN to 78.1640, changed record 2526 from NaN to 78.9480, changed record 2527 from NaN to 79.7320, changed record 2528 from NaN to 80.5160, changed record 2531 from NaN to 81.7000, changed record 2535 from NaN to 77.6333, changed record 2536 from NaN to 77.8967, changed record 2538 from NaN to 80.9300, changed record 2560 from NaN to 85.4750, changed record 2561 from NaN to 87.2500, changed record 2562 from NaN to 89.0250, changed record 2564 from NaN to 88.4000 14-Nov-2023: Q/C flagging criteria applied for column(s) SWE_INST_0_0_05, 'flags' field updated ('dataflag') 14-Nov-2023: converted units of 'SNOWDEP_INST_0_0_05' column and 3 QA/QC flag criteria parameters from m to mm ('unit_convert') 14-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' field updated ('dataflag') 14-Nov-2023: sorted rows by measurement date prior to applying drift corrections ('correct_drift') 14-Nov-2023: corrected values in column SNOWDEP_INST_0_0_05 for sensor drift over the date range 07-Jul-2015 12:00:00 to 20-Jun-2017 12:00:00 by applying a constant correction of 221 ('correct_drift') 14-Nov-2023: 22020 values in 'SNOWDEP_INST_0_0_05' were updated with new values ('update_data') 14-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' field updated ('dataflag') 14-Nov-2023: sorted rows by measurement date prior to applying drift corrections ('correct_drift') 14-Nov-2023: corrected values in column SWE_INST_0_0_05 for sensor drift over the date range 06-Jul-2015 12:00:00 to 29-Jun-2016 12:00:00 by applying a constant correction of -726 ('correct_drift') 14-Nov-2023: 22229 values in 'SWE_INST_0_0_05' were updated with new values ('update_data') 14-Nov-2023: Q/C flagging criteria applied for column(s) SWE_INST_0_0_05, 'flags' field updated ('dataflag') 14-Nov-2023: documented flagged and missing values in columns Site, BATTERY_MEAN, BATTERY_V_CHECK, SNOWDEP_INST_0_0_05, SNOWDEPTH_CHECK, SNOWDEP_QUAL, SWE_INST_0_0_05, SWE_CHECK, PRECIP_INST_455_0_02, ORI_SH_AVG, PUMPVOLTS_Avg, PUMPVOLTS_CHECK, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and AIRTEMP_MIN_450_0_10 as data set anomalies in the metadata ('add_anomalies') 14-Nov-2023: updated title ('newtitle') 14-Nov-2023: updated 1 metadata fields in the Dataset section(s) ('addmeta') 14-Nov-2023: updated title ('newtitle') 14-Nov-2023: updated 1 metadata fields in the Dataset section(s) ('addmeta') 14-Nov-2023: added column 'PRECIP_TOT_455_0_02' at position 13 ('addcol') 14-Nov-2023: manually added an array of custom flags to 24605 records in column(s) PRECIP_TOT_455_0_02 ('addflags') 14-Nov-2023: locked Q/C flag criteria for column PRECIP_TOT_455_0_02 to prevent automatic evaluation ('flag_locks') 14-Nov-2023: added column 'PRECIP_ACC_455_0_02' at position 14 ('addcol') 14-Nov-2023: copied QA/QC flags from column(s) PRECIP_TOT_455_0_02 to column(s) PRECIP_ACC_455_0_02, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 14-Nov-2023: added column 'SNOWDEP_MED_0_0_05' at position 8 ('addcol') 14-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_MED_0_0_05, 'flags' field updated ('dataflag') 14-Nov-2023: copied QA/QC flags from column(s) SNOWDEP_INST_0_0_05 to column(s) SNOWDEP_MED_0_0_05, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 14-Nov-2023: added column 'SWE_MED_0_0_05' at position 12 ('addcol') 14-Nov-2023: copied QA/QC flags from column(s) SWE_INST_0_0_05 to column(s) SWE_MED_0_0_05, merging copied flags with any existing flags, and set QA/QC criteria for destination column(s) to 'manual' ('copyflags') 14-Nov-2023: replaced values matching '(Date > datenum('05/31/2023 12:00:00')&Date < datenum('10/01/2023 00:00:00')) (Date > datenum('06/09/2022 12:00:00')&Date < datenum('10/21/2022 14:00:00')) (Date > datenum('05/14/2021 12:00:00')&Date < datenum('10/31/2021 12:00:00')) (Date > datenum('05/20/2020 12:00:00')&Date < datenum('11/05/2020 12:00:00')) (Date > datenum('05/15/2019 12:00:00')&Date < datenum('11/19/2019 12:00:00')) (Date > datenum('06/01/2018 12:00:00')&Date < datenum('10/25/2018 12:00:00')) (Date > datenum('06/14/2017 12:00:00')&Date < datenum('10/02/2017 12:00:00')) (Date > datenum('05/04/2016 12:00:00')&Date < datenum('11/13/2016 12:00:00')) (Date > datenum('07/06/2015 12:00:00')&Date < datenum('10/31/2015 12:00:00'))' in column(s) SNOWDEP_INST_0_0_05 and SNOWDEP_MED_0_0_05 with 0 ('num_replace') 14-Nov-2023: 24605 values in 'SNOWDEP_INST_0_0_05' were updated with new values ('update_data') 14-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_INST_0_0_05, 'flags' field updated ('dataflag') 14-Nov-2023: 24605 values in 'SNOWDEP_MED_0_0_05' were updated with new values ('update_data') 14-Nov-2023: Q/C flagging criteria applied for column(s) SNOWDEP_MED_0_0_05, 'flags' field updated ('dataflag') 14-Nov-2023: replaced values matching '(Date > datenum('05/31/2023 12:00:00')&Date < datenum('10/01/2023 00:00:00')) (Date > datenum('06/09/2022 12:00:00')&Date < datenum('10/21/2022 14:00:00')) (Date > datenum('05/14/2021 12:00:00')&Date < datenum('10/31/2021 12:00:00')) (Date > datenum('05/20/2020 12:00:00')&Date < datenum('11/05/2020 12:00:00')) (Date > datenum('05/15/2019 12:00:00')&Date < datenum('11/19/2019 12:00:00')) (Date > datenum('06/01/2018 12:00:00')&Date < datenum('10/25/2018 12:00:00')) (Date > datenum('06/14/2017 12:00:00')&Date < datenum('10/02/2017 12:00:00')) (Date > datenum('05/04/2016 12:00:00')&Date < datenum('11/13/2016 12:00:00')) (Date > datenum('07/06/2015 12:00:00')&Date < datenum('10/31/2015 12:00:00'))' in column(s) SWE_INST_0_0_05 and SWE_MED_0_0_05 with 0 ('num_replace') 14-Nov-2023: 24579 values in 'SWE_INST_0_0_05' were updated with new values ('update_data') 14-Nov-2023: Q/C flagging criteria applied for column(s) SWE_INST_0_0_05, 'flags' field updated ('dataflag') 14-Nov-2023: 24581 values in 'SWE_MED_0_0_05' were updated with new values ('update_data') 14-Nov-2023: Q/C flagging criteria applied for column(s) SWE_MED_0_0_05, 'flags' field updated ('dataflag') 14-Nov-2023: deleted columns SNOWDEP_QUAL, PUMPVOLTS_Avg, ORI_SH_AVG, BATTERY_MEAN, SWE_CHECK, SNOWDEPTH_CHECK, PUMPVOLTS_CHECK and BATTERY_V_CHECK from the structure ('deletecols') 14-Nov-2023: deleted column Date from the structure ('deletecols') 14-Nov-2023: added column 'Date' at position 2 ('addcol') 14-Nov-2023: flags for columns SNOWDEP_INST_0_0_05, SNOWDEP_MED_0_0_05, SWE_INST_0_0_05, SWE_MED_0_0_05, PRECIP_INST_455_0_02, PRECIP_TOT_455_0_02, PRECIP_ACC_455_0_02, AIRTEMP_MEAN_450_0_10, AIRTEMP_MAX_450_0_10 and AIRTEMP_MIN_450_0_10 converted to data columns, flag codes updated in metadata ('flags2cols') 14-Nov-2023: updated 6 metadata fields in the Data section(s) ('addmeta') 14-Nov-2023: updated 15 metadata fields in the Status, Data sections to reflect attribute metadata ('updatecols') 14-Nov-2023: parsed and formatted metadata ('listmeta') B. Variable Information 1. Variable Name: column 1. Site column 2. Date column 3. LOGGERID column 4. PROGID column 5. SNOWDEP_INST_0_0_05 column 6. Flag_SNOWDEP_INST_0_0_05 column 7. SNOWDEP_MED_0_0_05 column 8. Flag_SNOWDEP_MED_0_0_05 column 9. SWE_INST_0_0_05 column 10. Flag_SWE_INST_0_0_05 column 11. SWE_MED_0_0_05 column 12. Flag_SWE_MED_0_0_05 column 13. PRECIP_INST_455_0_02 column 14. Flag_PRECIP_INST_455_0_02 column 15. PRECIP_TOT_455_0_02 column 16. Flag_PRECIP_TOT_455_0_02 column 17. PRECIP_ACC_455_0_02 column 18. Flag_PRECIP_ACC_455_0_02 column 19. AIRTEMP_MEAN_450_0_10 column 20. Flag_AIRTEMP_MEAN_450_0_10 column 21. AIRTEMP_MAX_450_0_10 column 22. Flag_AIRTEMP_MAX_450_0_10 column 23. AIRTEMP_MIN_450_0_10 column 24. Flag_AIRTEMP_MIN_450_0_10 2. Variable Definition: column 1. Site code column 2. Round off corrected corrected serial date column 3. Logger ID column 4. Program ID of program column 5. Snow depth column 6. QA/QC flags for Snow depth (flagging criteria, where "x" is SNOWDEP_INST_0_0_05: isnan(x)="M", x>4500="Q", x>5000="I", x<-5000="I", SNOWDEP_QUAL<=0="I", SNOWDEP_QUAL<162&SNOWDEP_QUAL>0="Q", SNOWDEP_QUAL>=300&SNOWDEP_QUAL<=600="Q", flag_daterange(Date,{"10/30/2015 12:00:00","11/05/2015 14:55:00"})="Q", flag_daterange(Date,{"06/03/2022 15:20:00","06/09/2022 13:30:00"})="I", flag_daterange(Date,{"10/20/2022 10:55:00","10/22/2022 05:05:00"})="Q", manual) column 7. 12 point running median of SNOWDEP_INST column 8. QA/QC flags for 12 point running median of SNOWDEP_INST (flagging criteria, where "x" is SNOWDEP_MED_0_0_05: Date>=datenum("12/16/2021 12:00:00")&Date<=datenum("12/23/2021 12:00:00")="Q", manual) column 9. Snow water equivalent column 10. QA/QC flags for Snow water equivalent (flagging criteria, where "x" is SWE_INST_0_0_05: isnan(x)="M", Date>=datenum("10/30/2015 12:00:00")&Date<=datenum("11/5/2015 14:00:00")="Q", Date>=datenum("11/11/2016 12:00:00")&Date<=datenum("11/14/2017 12:00:00")="I", Date>=datenum("09/30/2023 12:00:00")="I", manual) column 11. 12 point running median of SWE_INST column 12. QA/QC flags for 12 point running median of SWE_INST (flagging criteria, where "x" is SWE_MED_0_0_05: manual) column 13. Stand alone rain gauge column 14. QA/QC flags for Stand alone rain gauge (flagging criteria, where "x" is PRECIP_INST_455_0_02: x<0="I", x>1200="I", ORI_SH_AVG<3.5="T", flag_valuechange(x,100,25,1)="R", isnan(x)="M", Date>=datenum("10/30/2015 12:00:00")&Date<=datenum("11/05/2015 14:00:00")="Q", Date>=datenum("12/17/2015 12:00:00")&Date<=datenum("01/27/2016 12:00:00")="I", Date>=datenum("02/25/2018 22:45:00")&Date<=datenum("02/28/2018 20:00:00")="T", Date>=datenum("02/27/2019 16:55:00")&Date<=datenum("10/06/2021 12:10:00")="Q", Date>=datenum("10/06/2021 12:15:00")&Date<=datenum("12/14/2021 00:05:00")="Q", Date>=datenum("12/14/2021 00:10:00")&Date<=datenum("09/31/2022 00:00:00")="Q", Date>=datenum("12/15/2022 11:20:00")&Date<=datenum("12/15/2022 12:25:00")="I", Date>=datenum("10/01/2022 00:00:00")="Q", manual) column 15. Increment corrected total precipitation column 16. QA/QC flags for Increment corrected total precipitation (flagging criteria, where "x" is PRECIP_TOT_455_0_02: manual) column 17. Cumulative sum of total precipitation column 18. QA/QC flags for Cumulative sum of total precipitation (flagging criteria, where "x" is PRECIP_ACC_455_0_02: manual) column 19. Average air temperature at 450 cm column 20. QA/QC flags for Average air temperature at 450 cm (flagging criteria, where "x" is AIRTEMP_MEAN_450_0_10: x<=-35="I", x>50="I", x<-18="Q", x>45="Q", flag_valuechange(x,6.5,6.5,1) ="V", flag_valuechange(x,8,8,1) ="I", isnan(x)="M", xFOURHI="Q", Date>=datenum("10/30/2015 12:00:00")&Date<=datenum("11/5/2015 14:00:00")="Q", Date>=datenum("05/06/2017 08:00:00")&Date<=datenum("08/18/2017 20:00:00")="Q", (AIRTEMP_MAX_450_0_10-AIRTEMP_MEAN_450_0_10)>1="Q", (AIRTEMP_MEAN_450_0_10-AIRTEMP_MIN_450_0_10)>1="Q", x>AIRTEMP_MAX_450_0_10="I", x50="I", x<-18="Q", x>45="Q", flag_valuechange(x,6.5,6.5,1) ="V", flag_valuechange(x,8,8,1) ="I", isnan(x)="M", xFOURHI="Q", Date>=datenum("10/30/2015 12:00:00")&Date<=datenum("11/5/2015 14:00:00")="Q", Date>=datenum("05/06/2017 08:00:00")&Date<=datenum("08/18/2017 20:00:00")="Q") column 23. Minimum air temperature at 450 cm column 24. QA/QC flags for Minimum air temperature at 450 cm (flagging criteria, where "x" is AIRTEMP_MIN_450_0_10: x<=-35="I", x>50="I", x<-18="Q", x>45="Q", flag_valuechange(x,6.5,6.5,1) ="V", flag_valuechange(x,8,8,1) ="I", isnan(x)="M", xFOURHI="Q", Date>=datenum("10/30/2015 12:00:00")&Date<=datenum("11/5/2015 14:00:00")="Q", Date>=datenum("05/06/2017 08:00:00")&Date<=datenum("08/18/2017 20:00:00")="Q") 3. Units of Measurement: column 1. column 2. yyyy-MM-dd HH:mm:ss column 3. none column 4. none column 5. mm column 6. none column 7. mm column 8. none column 9. mm column 10. none column 11. mm column 12. none column 13. mm column 14. none column 15. mm column 16. none column 17. mm column 18. none column 19. deg c column 20. none column 21. deg c column 22. none column 23. deg c column 24. none 4. Data Type a. Storage Type: column 1. string column 2. string column 3. integer column 4. floating-point column 5. floating-point column 6. string column 7. floating-point column 8. string column 9. floating-point column 10. string column 11. floating-point column 12. string column 13. floating-point column 14. string column 15. floating-point column 16. string column 17. floating-point column 18. string column 19. floating-point column 20. string column 21. floating-point column 22. string column 23. floating-point column 24. string b. Variable Codes: Flag_SNOWDEP_INST_0_0_05: E = Value estimated by linear interpolation, M = missing value, Q = Questionable value Flag_SNOWDEP_MED_0_0_05: E = Value estimated by linear interpolation, M = missing value, Q = Questionable value Flag_SWE_INST_0_0_05: E = Value estimated by linear interpolation, M = missing value Flag_SWE_MED_0_0_05: E = Value estimated by linear interpolation, M = missing value Flag_PRECIP_INST_455_0_02: M = missing value, R = Reduced volume stored in sample tank, T = For methods or hardware related flags. ie. broken shield Flag_PRECIP_TOT_455_0_02: F = unspecified, M = missing value Flag_PRECIP_ACC_455_0_02: F = unspecified, M = missing value Flag_AIRTEMP_MEAN_450_0_10: M = missing value, Q = Questionable value Flag_AIRTEMP_MAX_450_0_10: M = missing value Flag_AIRTEMP_MIN_450_0_10: M = missing value c. Numeric Range: column 1. (none) column 2. (none) column 3. 302 to 302 column 4. 43481 to 43481 column 5. 0 to 0 column 6. (none) column 7. 0 to 0 column 8. (none) column 9. 0 to 0 column 10. (none) column 11. 0 to 0 column 12. (none) column 13. 136.9 to 247.8 column 14. (none) column 15. 0 to 2.4 column 16. (none) column 17. 0 to 110 column 18. (none) column 19. 1.861 to 33.43 column 20. (none) column 21. 1.869 to 33.69 column 22. (none) column 23. 1.85 to 33.18 column 24. (none) d. Missing Value Code: NaN 5. Data Format a. Column Type: column 1. text column 2. text column 3. numerical column 4. numerical column 5. numerical column 6. text column 7. numerical column 8. text column 9. numerical column 10. text column 11. numerical column 12. text column 13. numerical column 14. text column 15. numerical column 16. text column 17. numerical column 18. text column 19. numerical column 20. text column 21. numerical column 22. text column 23. numerical column 24. text b. Number of Columns: 24 c. Decimal Places: column 1. 0 column 2. 0 column 3. 0 column 4. 1 column 5. 4 column 6. 0 column 7. 2 column 8. 0 column 9. 4 column 10. 0 column 11. 2 column 12. 0 column 13. 2 column 14. 0 column 15. 2 column 16. 0 column 17. 2 column 18. 0 column 19. 3 column 20. 0 column 21. 3 column 22. 0 column 23. 3 column 24. 0 6. Logical Variable Type: column 1. nominal (none) column 2. datetime (none) column 3. nominal (discrete) column 4. nominal (continuous) column 5. data (continuous) column 6. coded value (none) column 7. data (continuous) column 8. coded value (none) column 9. data (continuous) column 10. coded value (none) column 11. data (continuous) column 12. coded value (none) column 13. data (continuous) column 14. coded value (none) column 15. data (continuous) column 16. coded value (none) column 17. data (continuous) column 18. coded value (none) column 19. data (continuous) column 20. coded value (none) column 21. data (continuous) column 22. coded value (none) column 23. data (continuous) column 24. coded value (none) 7. Flagging Criteria: column 1. manually-assigned flags column 2. none column 3. flag_notinarray(x,[301,302])="I";isnan(x)="M" column 4. flag_valuechange(x,0.1,0.1,1)="P";isnan(x)="M" column 5. isnan(x)="M";x>4500="Q";x>5000="I";x<-5000="I";col_SNOWDEP_QUAL<=0="I";col_SNOWDEP_QUAL< 162&col_SNOWDEP_QUAL>0="Q";col_SNOWDEP_QUAL>=300&col_SNOWDEP_QUAL<=600="Q";flag_daterang e(col_Date,{"10/30/2015 12:00:00","11/05/2015 14:55:00"})="Q";flag_daterange(col_Date,{"06/03/2022 15:20:00","06/09/2022 13:30:00"})="I";flag_daterange(col_Date,{"10/20/2022 10:55:00","10/22/2022 05:05:00"})="Q";manually-assigned flags column 6. none column 7. col_Date>=datenum("12/16/2021 12:00:00")&col_Date<=datenum("12/23/2021 12:00:00")="Q";manually-assigned flags column 8. none column 9. isnan(x)="M";col_Date>=datenum("10/30/2015 12:00:00")&col_Date<=datenum("11/5/2015 14:00:00")="Q";col_Date>=datenum("11/11/2016 12:00:00")&col_Date<=datenum("11/14/2017 12:00:00")="I";col_Date>=datenum("09/30/2023 12:00:00")="I";manually-assigned flags column 10. none column 11. manually-assigned flags column 12. none column 13. x<0="I";x>1200="I";col_ORI_SH_AVG<3.5="T";flag_valuechange(x,100,25,1)="R";isnan(x)="M"; col_Date>=datenum("10/30/2015 12:00:00")&col_Date<=datenum("11/05/2015 14:00:00")="Q";col_Date>=datenum("12/17/2015 12:00:00")&col_Date<=datenum("01/27/2016 12:00:00")="I";col_Date>=datenum("02/25/2018 22:45:00")&col_Date<=datenum("02/28/2018 20:00:00")="T";col_Date>=datenum("02/27/2019 16:55:00")&col_Date<=datenum("10/06/2021 12:10:00")="Q";col_Date>=datenum("10/06/2021 12:15:00")&col_Date<=datenum("12/14/2021 00:05:00")="Q";col_Date>=datenum("12/14/2021 00:10:00")&col_Date<=datenum("09/31/2022 00:00:00")="Q";col_Date>=datenum("12/15/2022 11:20:00")&col_Date<=datenum("12/15/2022 12:25:00")="I";col_Date>=datenum("10/01/2022 00:00:00")="Q";manually-assigned flags column 14. none column 15. manually-assigned flags column 16. none column 17. manually-assigned flags column 18. none column 19. x<=-35="I";x>50="I";x<-18="Q";x>45="Q";flag_valuechange(x,6.5,6.5,1) ="V";flag_valuechange(x,8,8,1) ="I";isnan(x)="M";xcol_FOURHI="Q";col_Date>=datenum("10/30/2015 12:00:00")&col_Date<=datenum("11/5/2015 14:00:00")="Q";col_Date>=datenum("05/06/2017 08:00:00")&col_Date<=datenum("08/18/2017 20:00:00")="Q";(col_AIRTEMP_MAX_450_0_10-col_AIRTEMP_MEAN_450_0_10)>1="Q"; (col_AIRTEMP_MEAN_450_0_10-col_AIRTEMP_MIN_450_0_10)>1="Q"; x>col_AIRTEMP_MAX_450_0_10="I"; x50="I";x<-18="Q";x>45="Q";flag_valuechange(x,6.5,6.5,1) ="V";flag_valuechange(x,8,8,1) ="I";isnan(x)="M";xcol_FOURHI="Q";col_Date>=datenum("10/30/2015 12:00:00")&col_Date<=datenum("11/5/2015 14:00:00")="Q";col_Date>=datenum("05/06/2017 08:00:00")&col_Date<=datenum("08/18/2017 20:00:00")="Q" column 22. none column 23. x<=-35="I";x>50="I";x<-18="Q";x>45="Q";flag_valuechange(x,6.5,6.5,1) ="V";flag_valuechange(x,8,8,1) ="I";isnan(x)="M";xcol_FOURHI="Q";col_Date>=datenum("10/30/2015 12:00:00")&col_Date<=datenum("11/5/2015 14:00:00")="Q";col_Date>=datenum("05/06/2017 08:00:00")&col_Date<=datenum("08/18/2017 20:00:00")="Q" column 24. none C. Data Anomalies: Converted values in all columns assigned QA/QC flag(s) I (Invalid value (out of range)) to NaN/empty, locking and replacing existing flags with 'M': 1696 records in SNOWDEP_INST_0_0_05, 23 records in PRECIP_INST_455_0_02. Values of 2279 records in Site were flagged as M (missing value) for dates: 07/07/2015-07/15/2015. Values of 2279 records in BATTERY_MEAN were flagged as M (missing value) for dates: 07/07/2015-07/15/2015. Values of 2279 records in BATTERY_MEAN are missing for dates: 07/07/2015-07/15/2015. Values of 2279 records in BATTERY_V_CHECK were flagged as M (missing value) for dates: 07/07/2015-07/15/2015. Values of 24605 records in BATTERY_V_CHECK are missing for dates: 07/07/2015-10/01/2015. Values of 1391 records in SNOWDEP_INST_0_0_05 were flagged as E (Value estimated by linear interpolation) for dates: 07/16/2015, 07/17/2015, 07/18/2015, 07/19/2015, 07/20/2015, 07/21/2015, 07/22/2015, 07/23/2015, 07/24/2015, 07/25/2015, 07/26/2015, 07/27/2015, 07/28/2015, 07/29/2015, 07/30/2015, 07/31/2015, 08/01/2015, 08/02/2015, 08/03/2015, 08/04/2015, 08/05/2015, 08/06/2015, 08/07/2015, 08/08/2015, 08/09/2015, 08/10/2015, 08/11/2015, 08/12/2015, 08/13/2015, 08/14/2015, 08/15/2015, 08/16/2015, 08/17/2015, 08/18/2015, 08/19/2015, 08/20/2015, 08/21/2015, 08/22/2015, 08/23/2015, 08/24/2015, 08/25/2015, 08/26/2015, 08/27/2015, 08/28/2015, 08/29/2015, 08/30/2015, 08/31/2015, 09/01/2015, 09/02/2015, 09/03/2015, 09/04/2015, 09/05/2015, 09/06/2015, 09/07/2015, 09/08/2015, 09/09/2015, 09/10/2015, 09/10/2015-09/11/2015, 09/12/2015, 09/13/2015, 09/14/2015, 09/15/2015, 09/16/2015, 09/25/2015. Values of 2585 records in SNOWDEP_INST_0_0_05 were flagged as M (missing value) for dates: 07/07/2015-07/16/2015, 08/05/2015. Values of 2966 records in SNOWDEP_INST_0_0_05 were flagged as Q (Questionable value) for dates: 07/16/2015, 07/17/2015, 07/18/2015, 07/19/2015, 07/20/2015, 07/21/2015, 07/22/2015, 07/23/2015, 07/24/2015, 07/25/2015, 07/26/2015, 07/27/2015, 07/28/2015, 07/29/2015, 07/30/2015, 07/31/2015, 08/01/2015, 08/02/2015, 08/03/2015, 08/04/2015, 08/05/2015, 08/06/2015, 08/07/2015, 08/08/2015, 08/09/2015, 08/10/2015, 08/11/2015, 08/12/2015, 08/12/2015-08/13/2015, 08/14/2015, 08/15/2015, 08/16/2015, 08/17/2015, 08/18/2015, 08/19/2015, 08/20/2015, 08/21/2015, 08/22/2015, 08/23/2015, 08/24/2015, 08/25/2015, 08/26/2015, 08/27/2015, 08/28/2015, 08/29/2015, 08/29/2015-08/30/2015, 08/31/2015, 09/01/2015, 09/02/2015, 09/03/2015, 09/04/2015, 09/05/2015, 09/06/2015, 09/07/2015, 09/08/2015, 09/09/2015, 09/10/2015, 09/11/2015, 09/12/2015, 09/13/2015, 09/14/2015, 09/15/2015, 09/16/2015, 09/20/2015, 09/21/2015, 09/22/2015, 09/24/2015, 09/25/2015, 09/26/2015, 09/27/2015, 09/28/2015, 09/29/2015. Values of 2585 records in SNOWDEP_INST_0_0_05 are missing for dates: 07/07/2015-07/16/2015, 08/05/2015. Values of 2279 records in SNOWDEPTH_CHECK were flagged as M (missing value) for dates: 07/07/2015-07/15/2015. Values of 24605 records in SNOWDEPTH_CHECK are missing for dates: 07/07/2015-10/01/2015. Values of 2279 records in SNOWDEP_QUAL were flagged as M (missing value) for dates: 07/07/2015-07/15/2015. Values of 2279 records in SNOWDEP_QUAL are missing for dates: 07/07/2015-07/15/2015. Values of 59 records in SWE_INST_0_0_05 were flagged as E (Value estimated by linear interpolation) for dates: 07/15/2015, 07/15/2015-07/16/2015. Values of 2376 records in SWE_INST_0_0_05 were flagged as M (missing value) for dates: 07/07/2015-07/15/2015, 07/16/2015. Values of 2376 records in SWE_INST_0_0_05 are missing for dates: 07/07/2015-07/15/2015, 07/16/2015. Values of 2279 records in SWE_CHECK were flagged as M (missing value) for dates: 07/07/2015-07/15/2015. Values of 24605 records in SWE_CHECK are missing for dates: 07/07/2015-10/01/2015. Values of 2303 records in PRECIP_INST_455_0_02 were flagged as M (missing value) for dates: 07/07/2015-07/15/2015. The value of one record in PRECIP_INST_455_0_02 was flagged as R (Reduced volume stored in sample tank) for date 07/15/2015. Values of 580 records in PRECIP_INST_455_0_02 were flagged as T (For methods or hardware related flags. ie. broken shield) for dates: 09/03/2015, 09/03/2015-09/04/2015, 09/04/2015-09/05/2015, 09/05/2015-09/06/2015, 09/14/2015-09/15/2015, 09/27/2015. Values of 2303 records in PRECIP_INST_455_0_02 are missing for dates: 07/07/2015-07/15/2015. Values of 2305 records in ORI_SH_AVG were flagged as M (missing value) for dates: 07/07/2015-07/15/2015. Values of 580 records in ORI_SH_AVG were flagged as T (For methods or hardware related flags. ie. broken shield) for dates: 09/03/2015, 09/03/2015-09/04/2015, 09/04/2015-09/05/2015, 09/05/2015-09/06/2015, 09/14/2015-09/15/2015, 09/27/2015. Values of 2305 records in ORI_SH_AVG are missing for dates: 07/07/2015-07/15/2015. Values of 2279 records in PUMPVOLTS_Avg were flagged as M (missing value) for dates: 07/07/2015-07/15/2015. Values of 2312 records in PUMPVOLTS_Avg are missing for dates: 07/07/2015-07/15/2015, 07/16/2015. Values of 2279 records in PUMPVOLTS_CHECK were flagged as M (missing value) for dates: 07/07/2015-07/15/2015. Values of 24605 records in PUMPVOLTS_CHECK are missing for dates: 07/07/2015-10/01/2015. Values of 2580 records in AIRTEMP_MEAN_450_0_10 were flagged as M (missing value) for dates: 07/07/2015-07/16/2015. Values of 15 records in AIRTEMP_MEAN_450_0_10 were flagged as Q (Questionable value) for dates: 07/23/2015, 07/27/2015, 07/29/2015, 08/05/2015, 08/06/2015, 08/07/2015, 08/12/2015, 08/15/2015, 08/19/2015, 08/20/2015, 08/21/2015. Values of 2580 records in AIRTEMP_MEAN_450_0_10 are missing for dates: 07/07/2015-07/16/2015. Values of 2580 records in AIRTEMP_MAX_450_0_10 were flagged as M (missing value) for dates: 07/07/2015-07/16/2015. Values of 2580 records in AIRTEMP_MAX_450_0_10 are missing for dates: 07/07/2015-07/16/2015. Values of 2580 records in AIRTEMP_MIN_450_0_10 were flagged as M (missing value) for dates: 07/07/2015-07/16/2015. Values of 2580 records in AIRTEMP_MIN_450_0_10 are missing for dates: 07/07/2015-07/16/2015. V. Supplemental Descriptors A. Data Acquisition 1. Data Forms: 2. Form Location: 3. Data Entry Validation: B. Quality Assurance/Quality Control Procedures: C. Supplemental Materials: D. Computer Programs: E. Archival Practices: F. Publications: G. History of Data Set Usage 1. Data Request History: 2. Data Set Update History: 3. Review History: 4. Questions and Comments from Users: Vara power supply replaced the week of Oct 10, 2015. New batteries and jumpers added by JM and SW.