Data Table | Data: | https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/210437048/2/8d777f385d3dfec8815d20f7496026dc | Name: | data | Description: | Main data table from Jornada LTER NPP C-SAND meteorological station: Daily summary data | Number of Columns: | 78 | | Methods and protocols used in the collection of this data package |
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Description: |
Data processing using the GCE Data Toolbox for MATLAB
| Software: | Title: | GCE Data Toolbox for MATLAB | Author(s): | Organization: | Georgia Coastal Ecosystems LTER | Email Address: | |
| Abstract: |
The GCE Data Toolbox is a comprehensive library of functions for metadata-based analysis quality
control, transformation and management of ecological data sets. The toolbox is based on the GCE
Data Structure, a MATLAB specification for storing tabular data along with all information required
to interpret the data and generate formatted metadata (documentation). Metadata fields in the
structure are queried by toolbox functions for all operations, allowing functions to process and
format values appropriately based on the type of information they represent. This semantic
processing approach supports highly automated and intelligent data analysis and ensures data set
validity throughout all processing steps.
| Implementation Info: | Distribution: | | Url: | https://gce-svn.marsci.uga.edu/trac/GCE_Toolbox | Version Number: | Toolbox Version 3.9.9 (07-Jan-2019) |
| | Substep 1 | | Description: |
18-Feb-2019 19:35:45: new GCE Data Structure 1.1 created ('newstruct')
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| | Substep 2 | | Description: |
18-Feb-2019 19:35:45: 1761 rows imported from ASCII data file
'npp_cr1000_c-sand_data_table_daily.dat' ('imp_ascii')
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| | Substep 3 | | Description: |
18-Feb-2019 19:35:45: 4 metadata fields in file header parsed ('parse_header')
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| | Substep 4 | | Description: |
18-Feb-2019 19:35:45: data descriptor metadata updated based on the template
'npp_CR1000_C-SAND_Data_Table_Daily' ('meta_template')
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| | Substep 5 | | Description: |
18-Feb-2019 19:35:45: data structure validated ('gce_valid')
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| | Substep 6 | | Description: |
18-Feb-2019 19:35:46: Q/C flagging criteria applied, 'flags' field updated ('dataflag')
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| | Substep 7 | | Description: |
18-Feb-2019 19:35:46: automatically assigned study date metadata descriptors based on the range of
date values in date/time columns (add_studydates)
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| | Substep 8 | | Description: |
18-Feb-2019 19:35:46: converted dates in column(s) Date to format MATLAB serial date
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| | Substep 9 | | Description: |
18-Feb-2019 19:35:47: documented flagged and missing values in columns Air_TempC_Avg,
Air_TempC_Max, Air_TempC_Min, WS_ms_300cm_Max, Solar_incoming_Avg, Solar_incoming_Tot,
Solar_incoming_Max, Solar_reflectance_Max, Solar_incoming_Min, Solar_reflectance_Min, Albedo_Avg,
Albedo_Max, Albedo_Min and Net_Radiation_Avg as data set anomalies in the metadata ('add_anomalies')
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| | Substep 10 | | Description: |
18-Feb-2019 19:35:47: inserted 37 new records with date/time values and NaN/null data values
(replicating common values in the non-data columns Sitename and Batt_V_TMn) to fill in date/time
interval gaps in the data series ('pad_date_gaps')
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| | Substep 11 | | Description: |
18-Feb-2019 19:35:47: sorted by column Date(ascending) ('sortdata')
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| | Substep 12 | | Description: |
18-Feb-2019 19:35:47: added calculated Year, YearDay and Hours columns based on date/time
information in the data structure ('add_year_yearday_hours')
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| | Substep 13 | | Description: |
18-Feb-2019 19:35:47: converted dates in column(s) Date to format dd-mmm-yyyy
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| | Substep 14 | | Description: |
18-Feb-2019 19:36:02: Data approved from row 1 () to 826 (24-Feb-2016)
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| | Substep 15 | | Description: |
18-Feb-2019 19:41:37: 972 new rows where added using levelTwo.m
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| | Substep 16 | | Description: |
18-Feb-2019 19:41:53: Data approved from row 826 (24-Feb-2016) to 1462 (21-Nov-2017)
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| | Substep 17 | | Description: |
18-Feb-2019 22:28:54: flags for columns RECORD, Batt_V_Min, Ptemp_C_Avg, Air_TempC_Avg,
Air_TempC_Max, Air_TempC_Min, Relative_Humidity_Avg, Relative_Humidity_Max, Relative_Humidity_Min,
Ppt_mm_Tot, Ws_Mean_300cm, Ws_mean_Resultant_300cm, WinDir_mean_Resultant, WinDir_Std_Dev,
WS_ms_75cm_Avg, WS_ms_150cm_Avg, WS_ms_300cm_Avg, WS_ms_75cm_Max, WS_ms_150cm_Max, WS_ms_300cm_Max,
WS_ms_75cm_Min, WS_ms_150cm_Min, WS_ms_300cm_Min, Solar_incoming_Avg, Solar_reflectance_Avg,
Solar_incoming_Tot, Solar_reflectance_Tot, Solar_incoming_Max, Solar_reflectance_Max,
Solar_incoming_Min, Solar_reflectance_Min, Albedo_Avg, Albedo_Max, Albedo_Min and Net_Radiation_Avg
converted to data columns, flag codes updated in metadata ('flags2cols')
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| | Substep 18 | | Description: |
18-Feb-2019 22:28:54: deleted columns Flag_RECORD, Flag_Batt_V_Min, Flag_Ptemp_C_Avg,
Flag_Air_TempC_Avg, Flag_Air_TempC_Max, Flag_Air_TempC_Min, Flag_Relative_Humidity_Avg,
Flag_Relative_Humidity_Max, Flag_Relative_Humidity_Min, Flag_Ppt_mm_Tot, Flag_Ws_Mean_300cm,
Flag_Ws_mean_Resultant_300cm, Flag_WinDir_mean_Resultant, Flag_WinDir_Std_Dev, Flag_WS_ms_75cm_Avg,
Flag_WS_ms_150cm_Avg, Flag_WS_ms_300cm_Avg, Flag_WS_ms_75cm_Max, Flag_WS_ms_150cm_Max,
Flag_WS_ms_300cm_Max, Flag_WS_ms_75cm_Min, Flag_WS_ms_150cm_Min, Flag_WS_ms_300cm_Min,
Flag_Solar_incoming_Avg, Flag_Solar_reflectance_Avg, Flag_Solar_incoming_Tot,
Flag_Solar_reflectance_Tot, Flag_Solar_incoming_Max, Flag_Solar_reflectance_Max,
Flag_Solar_incoming_Min, Flag_Solar_reflectance_Min, Flag_Albedo_Avg, Flag_Albedo_Max,
Flag_Albedo_Min and Flag_Net_Radiation_Avg from the structure ('deletecols')
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| | Substep 19 | | Description: |
18-Feb-2019 22:28:54: flags for columns RECORD, Batt_V_Min, Ptemp_C_Avg, Air_TempC_Avg,
Air_TempC_Max, Air_TempC_Min, Relative_Humidity_Avg, Relative_Humidity_Max, Relative_Humidity_Min,
Ppt_mm_Tot, Ws_Mean_300cm, Ws_mean_Resultant_300cm, WinDir_mean_Resultant, WinDir_Std_Dev,
WS_ms_75cm_Avg, WS_ms_150cm_Avg, WS_ms_300cm_Avg, WS_ms_75cm_Max, WS_ms_150cm_Max, WS_ms_300cm_Max,
WS_ms_75cm_Min, WS_ms_150cm_Min, WS_ms_300cm_Min, Solar_incoming_Avg, Solar_reflectance_Avg,
Solar_incoming_Tot, Solar_reflectance_Tot, Solar_incoming_Max, Solar_reflectance_Max,
Solar_incoming_Min, Solar_reflectance_Min, Albedo_Avg, Albedo_Max, Albedo_Min and Net_Radiation_Avg
converted to data columns, flag codes updated in metadata ('flags2cols')
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| | Substep 20 | | Description: |
18-Feb-2019 22:28:54: automatically assigned study date metadata descriptors based on the range of
date values in date/time columns (add_studydates)
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| | Substep 21 | | Description: |
18-Feb-2019 22:28:54: converted dates in column(s) Hours to format yyyy-mm-dd HH:MM:SS
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| Quality Control |
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Quality Control Step 1: | | Description: |
Quality control analysis was performed using the GCE Data Toolbox for MATLAB software. Column data
types are validated upon importing the table into MATLAB, and qualifier flags are automatically
generated for data values based on QA/QC criteria for each data column pre-defined in metadata
templates (e.g. value range checks, sanity checks, pattern checks). Automatically-assigned
qualifier flags are reviewed graphically and revised or augmented as deemed appropriate by GCE
information management staff, based on metadata information from the contributor, values of other
measured variables, or statistical tests. Qualifier flags are also assigned to values that are
imputed or derived, revised, or otherwise differ from values in the original data submission. A
column of coded qualifier flags is generated and included in the data table if flags are assigned
to any value in a data column.
Data anomalies: The value of one record in Air_TempC_Avg is missing for date 02/01/2018. The value
of one record in Air_TempC_Max is missing for date 02/01/2018. The value of one record in
Air_TempC_Min is missing for date 02/01/2018. The value of one record in WS_ms_300cm_Max was
flagged as Q (questionable value) for date 02/24/2016. Values of 27 records in Solar_incoming_Avg
are missing for dates: 05/27/2014, 07/07/2014, 08/01/2014, 09/08/2014, 03/19/2015,
04/27/2015-04/28/2015, 05/22/2015, 06/06/2015, 06/09/2015, 07/07/2015, 07/18/2015, 08/09/2015,
04/09/2016, 06/28/2016, 08/21/2016, 09/09/2016, 04/30/2017, 05/26/2017, 07/16/2017, 07/24/2017,
07/28/2017, 04/07/2018, 04/23/2018, 05/03/2018, 06/17/2018, 07/28/2018. Values of 27 records in
Solar_incoming_Tot are missing for dates: 05/27/2014, 07/07/2014, 08/01/2014, 09/08/2014,
03/19/2015, 04/27/2015-04/28/2015, 05/22/2015, 06/06/2015, 06/09/2015, 07/07/2015, 07/18/2015,
08/09/2015, 04/09/2016, 06/28/2016, 08/21/2016, 09/09/2016, 04/30/2017, 05/26/2017, 07/16/2017,
07/24/2017, 07/28/2017, 04/07/2018, 04/23/2018, 05/03/2018, 06/17/2018, 07/28/2018. Values of 27
records in Solar_incoming_Max are missing for dates: 05/27/2014, 07/07/2014, 08/01/2014,
09/08/2014, 03/19/2015, 04/27/2015-04/28/2015, 05/22/2015, 06/06/2015, 06/09/2015, 07/07/2015,
07/18/2015, 08/09/2015, 04/09/2016, 06/28/2016, 08/21/2016, 09/09/2016, 04/30/2017, 05/26/2017,
07/16/2017, 07/24/2017, 07/28/2017, 04/07/2018, 04/23/2018, 05/03/2018, 06/17/2018, 07/28/2018.
Values of 1761 records in Solar_reflectance_Max are missing for dates: 11/21/2013-10/23/2018.
Values of 27 records in Solar_incoming_Min are missing for dates: 05/27/2014, 07/07/2014,
08/01/2014, 09/08/2014, 03/19/2015, 04/27/2015-04/28/2015, 05/22/2015, 06/06/2015, 06/09/2015,
07/07/2015, 07/18/2015, 08/09/2015, 04/09/2016, 06/28/2016, 08/21/2016, 09/09/2016, 04/30/2017,
05/26/2017, 07/16/2017, 07/24/2017, 07/28/2017, 04/07/2018, 04/23/2018, 05/03/2018, 06/17/2018,
07/28/2018. Values of 1761 records in Solar_reflectance_Min are missing for dates:
11/21/2013-10/23/2018. Values of 16 records in Albedo_Avg were flagged as I (invalid value (out of
range)) for dates: 01/15/2014, 06/09/2014, 01/28/2015, 03/07/2015, 04/05/2015, 07/09/2015,
07/28/2015, 11/25/2015, 12/10/2015, 07/25/2016, 08/20/2016, 09/14/2016, 02/03/2017, 11/21/2017,
10/08/2018, 10/15/2018. Values of 1745 records in Albedo_Avg are missing for dates:
11/21/2013-01/14/2014, 01/16/2014-06/08/2014, 06/10/2014-01/27/2015, 01/29/2015-03/06/2015,
03/08/2015-04/04/2015, 04/06/2015-07/08/2015, 07/10/2015-07/27/2015, 07/29/2015-11/24/2015,
11/26/2015-12/09/2015, 12/11/2015-07/24/2016, 07/26/2016-08/19/2016, 08/21/2016-09/13/2016,
09/15/2016-02/02/2017, 02/04/2017-11/20/2017, 11/22/2017-10/07/2018, 10/09/2018-10/14/2018,
10/16/2018-10/23/2018. Values of 1761 records in Albedo_Max are missing for dates:
11/21/2013-10/23/2018. Values of 1678 records in Albedo_Min are missing for dates:
11/21/2013-12/10/2013, 12/12/2013-04/15/2014, 04/17/2014-04/27/2014, 04/29/2014-05/13/2014,
05/15/2014-05/30/2014, 06/01/2014-06/13/2014, 06/15/2014-06/26/2014, 06/28/2014-07/03/2014,
07/05/2014, 07/07/2014, 07/09/2014-07/16/2014, 07/18/2014-07/21/2014, 07/23/2014-09/05/2014,
09/08/2014-09/13/2014, 09/16/2014, 09/18/2014, 09/20/2014-09/22/2014, 09/24/2014-02/27/2015,
03/01/2015-05/05/2015, 05/07/2015-05/12/2015, 05/14/2015-05/25/2015, 05/27/2015-06/23/2015,
06/25/2015-06/27/2015, 06/29/2015-06/30/2015, 07/02/2015-07/05/2015, 07/07/2015-07/10/2015,
07/13/2015, 07/15/2015-08/02/2015, 08/04/2015-08/10/2015, 08/13/2015-08/21/2015,
08/23/2015-09/06/2015, 09/08/2015-09/09/2015, 09/11/2015-09/20/2015, 09/22/2015-09/25/2015,
09/27/2015-10/07/2015, 10/10/2015-10/30/2015, 11/01/2015-03/19/2016, 03/21/2016-05/12/2016,
05/14/2016-06/02/2016, 06/04/2016-06/09/2016, 06/11/2016-06/20/2016, 06/23/2016-06/28/2016,
07/01/2016-07/19/2016, 07/22/2016-07/28/2016, 07/30/2016, 08/01/2016-08/06/2016,
08/09/2016-08/24/2016, 08/26/2016-08/30/2016, 09/02/2016-09/26/2016, 09/28/2016-11/03/2016,
11/05/2016-01/27/2017, 01/29/2017-04/01/2017, 04/03/2017-07/14/2017, 07/16/2017,
07/18/2017-08/03/2017, 08/05/2017-08/08/2017, 08/11/2017-08/18/2017, 08/20/2017-11/08/2017,
11/10/2017-12/05/2017, 12/08/2017-04/19/2018, 04/21/2018-06/05/2018, 06/07/2018-06/27/2018,
06/29/2018-06/30/2018, 07/02/2018-07/07/2018, 07/09/2018-07/14/2018, 07/16/2018,
07/19/2018-08/17/2018, 08/19/2018-08/22/2018, 08/24/2018-09/01/2018, 09/03/2018-09/18/2018,
09/20/2018-10/23/2018. Values of 3 records in Net_Radiation_Avg were flagged as I (invalid value
(out of range)) for dates: 01/29/2015, 10/01/2015, 12/27/2015. Values of 27 records in
Net_Radiation_Avg are missing for dates: 05/27/2014, 07/07/2014, 08/01/2014, 09/08/2014,
03/19/2015, 04/27/2015-04/28/2015, 05/22/2015, 06/06/2015, 06/09/2015, 07/07/2015, 07/18/2015,
08/09/2015, 04/09/2016, 06/28/2016, 08/21/2016, 09/09/2016, 04/30/2017, 05/26/2017, 07/16/2017,
07/24/2017, 07/28/2017, 04/07/2018, 04/23/2018, 05/03/2018, 06/17/2018, 07/28/2018.
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| Table Structure |
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Object Name: | knb-lter-jrn.210437048.2.csv | Size: | 647069 byte | Character Encoding: | ASCII | Text Format: |
Number of Header Lines: | 5 |
Number of Foot Lines: | 0 |
Record Delimiter: | \r\n |
Line Number For One Record: | 1 |
Orientation: | column |
Simple Delimited: |
Field Delimiter: | , |
Quote Character: | " |
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Table Column Descriptions |
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Column Name: | Date
| Year
| YearDay
| Hours
| RECORD
| Flag_RECORD
| Sitename
| Batt_V_Min
| Flag_Batt_V_Min
| Batt_V_TMn
| Ptemp_C_Avg
| Flag_Ptemp_C_Avg
| Air_TempC_Avg
| Flag_Air_TempC_Avg
| Air_TempC_Max
| Flag_Air_TempC_Max
| Air_TempC_Min
| Flag_Air_TempC_Min
| Relative_Humidity_Avg
| Flag_Relative_Humidity_Avg
| Relative_Humidity_Max
| Flag_Relative_Humidity_Max
| Relative_Humidity_Min
| Flag_Relative_Humidity_Min
| Ppt_mm_Tot
| Flag_Ppt_mm_Tot
| Ws_Mean_300cm
| Flag_Ws_Mean_300cm
| Ws_mean_Resultant_300cm
| Flag_Ws_mean_Resultant_300cm
| WinDir_mean_Resultant
| Flag_WinDir_mean_Resultant
| WinDir_Std_Dev
| Flag_WinDir_Std_Dev
| WS_ms_75cm_Avg
| Flag_WS_ms_75cm_Avg
| WS_ms_150cm_Avg
| Flag_WS_ms_150cm_Avg
| WS_ms_300cm_Avg
| Flag_WS_ms_300cm_Avg
| WS_ms_75cm_Max
| Flag_WS_ms_75cm_Max
| WS_ms_150cm_Max
| Flag_WS_ms_150cm_Max
| WS_ms_300cm_Max
| Flag_WS_ms_300cm_Max
| WS_ms_75cm_Min
| Flag_WS_ms_75cm_Min
| WS_ms_150cm_Min
| Flag_WS_ms_150cm_Min
| WS_ms_300cm_Min
| Flag_WS_ms_300cm_Min
| Solar_incoming_Avg
| Flag_Solar_incoming_Avg
| Solar_reflectance_Avg
| Flag_Solar_reflectance_Avg
| Solar_incoming_Tot
| Flag_Solar_incoming_Tot
| Solar_reflectance_Tot
| Flag_Solar_reflectance_Tot
| Solar_incoming_Max
| Flag_Solar_incoming_Max
| Solar_incoming_TMx
| Solar_reflectance_Max
| Flag_Solar_reflectance_Max
| Solar_incoming_Min
| Flag_Solar_incoming_Min
| Solar_incoming_TMn
| Solar_reflectance_Min
| Flag_Solar_reflectance_Min
| Albedo_Avg
| Flag_Albedo_Avg
| Albedo_Max
| Flag_Albedo_Max
| Albedo_Min
| Flag_Albedo_Min
| Net_Radiation_Avg
| Flag_Net_Radiation_Avg
| Definition: | Date and time of observation | Calendar year | Numerical year day (day number within the current year) | Time of day in fractional hours | Record number generated by datalogger program | QA/QC flags for Record number generated by datalogger program (flagging criteria, where "x" is
RECORD: x<0="I") | Site identifier | Battery Voltage: Daily Minimum | QA/QC flags for Battery Voltage: Daily Minimum (flagging criteria, where "x" is Batt_V_Min:
x<12="W", x>=15="W") | Battery Voltage: Time of Daily Minimum | Datalogger Panel Temperature: Daily Average | QA/QC flags for Datalogger Panel Temperature: Daily Average (flagging criteria, where "x" is
Ptemp_C_Avg: x<-35="I", (x>=-35 & x<-30 | x>45 & x<=50)="Q", x>50="I") | Air Temperature: Daily Average | QA/QC flags for Air Temperature: Daily Average (flagging criteria, where "x" is Air_TempC_Avg:
x<-35="I", (x>=-35 & x<-30 | x>45 & x<=50)="Q", x>50="I") | Air Temperature: Daily Maximum | QA/QC flags for Air Temperature: Daily Maximum (flagging criteria, where "x" is Air_TempC_Max:
x<-35="I", (x>=-35 & x<-30 | x>45 & x<=50)="Q", x>50="I") | Air Temperature: Daily Minimum | QA/QC flags for Air Temperature: Daily Minimum (flagging criteria, where "x" is Air_TempC_Min:
x<-35="I", (x>=-35 & x<-30 | x>45 & x<=50)="Q", x>50="I") | Relative_Humidity_Avg | QA/QC flags for Relative_Humidity_Avg (flagging criteria, where "x" is Relative_Humidity_Avg:
x<0="I", (x>100 & x<=105)="Q", x>105="I") | Relative_Humidity_Max | QA/QC flags for Relative_Humidity_Max (flagging criteria, where "x" is Relative_Humidity_Max:
x<0="I", (x>100 & x<=105)="Q", x>105="I") | Relative_Humidity_Min | QA/QC flags for Relative_Humidity_Min (flagging criteria, where "x" is Relative_Humidity_Min:
x<0="I", (x>100 & x<=105)="Q", x>105="I") | Precipitation: Daily Total | QA/QC flags for Precipitation: Daily Total (flagging criteria, where "x" is Ppt_mm_Tot: x<0="I",
(x>101.6 & x<=177.8)="Q", x>177.8="I") | Wind Speed: Daily Average at 300 cm height | QA/QC flags for Wind Speed: Daily Average at 300 cm height (flagging criteria, where "x" is
Ws_Mean_300cm: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Wind Speed: Daily Resultant Vector Average at 300 cm height | QA/QC flags for Wind Speed: Daily Resultant Vector Average at 300 cm height (flagging criteria,
where "x" is Ws_mean_Resultant_300cm: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Wind Direction: Daily Resultant Vector Average at 300 cm height | QA/QC flags for Wind Direction: Daily Resultant Vector Average at 300 cm height (flagging criteria,
where "x" is WinDir_mean_Resultant: x<0="I", x>360="I") | Wind Direction: Daily Standard Deviation | QA/QC flags for Wind Direction: Daily Standard Deviation (flagging criteria, where "x" is
WinDir_Std_Dev: x<0="I", x>360="I") | Wind Speed: Daily Average at 75 cm height | QA/QC flags for Wind Speed: Daily Average at 75 cm height (flagging criteria, where "x" is
WS_ms_75cm_Avg: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Wind Speed: Daily Average at 150 cm height | QA/QC flags for Wind Speed: Daily Average at 150 cm height (flagging criteria, where "x" is
WS_ms_150cm_Avg: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Wind Speed: Daily Average at 300 cm height | QA/QC flags for Wind Speed: Daily Average at 300 cm height (flagging criteria, where "x" is
WS_ms_300cm_Avg: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Wind Speed: Daily Maximum at 75 cm height | QA/QC flags for Wind Speed: Daily Maximum at 75 cm height (flagging criteria, where "x" is
WS_ms_75cm_Max: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Wind Speed: Daily Maximum at 150 cm height | QA/QC flags for Wind Speed: Daily Maximum at 150 cm height (flagging criteria, where "x" is
WS_ms_150cm_Max: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Wind Speed: Daily Maximum at 300 cm height | QA/QC flags for Wind Speed: Daily Maximum at 300 cm height (flagging criteria, where "x" is
WS_ms_300cm_Max: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Wind Speed: Daily Minimum at 75 cm height | QA/QC flags for Wind Speed: Daily Minimum at 75 cm height (flagging criteria, where "x" is
WS_ms_75cm_Min: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Wind Speed: Daily Minimum at 150 cm height | QA/QC flags for Wind Speed: Daily Minimum at 150 cm height (flagging criteria, where "x" is
WS_ms_150cm_Min: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Wind Speed: Daily Minimum at 300 cm height | QA/QC flags for Wind Speed: Daily Minimum at 300 cm height (flagging criteria, where "x" is
WS_ms_300cm_Min: x<0="I", (x>32 & x<=55)="Q", x>55="I") | Solar Incoming: Daily Average | QA/QC flags for Solar Incoming: Daily Average (flagging criteria, where "x" is Solar_incoming_Avg:
x<0="I") | Solar Reflectance: Daily Average | QA/QC flags for Solar Reflectance: Daily Average (flagging criteria, where "x" is
Solar_reflectance_Avg: x<0="I") | Solar Incoming: Daily Average | QA/QC flags for Solar Incoming: Daily Average (flagging criteria, where "x" is Solar_incoming_Tot:
x<0="I") | Solar Reflectance: Daily Average | QA/QC flags for Solar Reflectance: Daily Average (flagging criteria, where "x" is
Solar_reflectance_Tot: x<0="I") | Solar Incoming: Daily Maximum | QA/QC flags for Solar Incoming: Daily Maximum (flagging criteria, where "x" is Solar_incoming_Max:
x<0="I") | Solar Incoming: Time of Daily Maximum | Solar Reflectance: Daily Maximum | QA/QC flags for Solar Reflectance: Daily Maximum (flagging criteria, where "x" is
Solar_reflectance_Max: x<0="I") | Solar Incoming: Daily Minimum | QA/QC flags for Solar Incoming: Daily Minimum (flagging criteria, where "x" is Solar_incoming_Min:
x<0="I") | Solar Incoming: Time of Daily Minimum | Solar Reflectance: Daily Minimum | QA/QC flags for Solar Reflectance: Daily Minimum (flagging criteria, where "x" is
Solar_reflectance_Min: x<0="I") | Albedo: Daily Average | QA/QC flags for Albedo: Daily Average (flagging criteria, where "x" is Albedo_Avg: x<0="I",
x>1="I", "Solar_incoming_Avg"<2="I", "Solar_reflectance_Avg"<2="I") | Albedo: Daily Maximum | QA/QC flags for Albedo: Daily Maximum (flagging criteria, where "x" is Albedo_Max: x<0="I",
x>1="I", "Solar_incoming_Avg"<2="I", "Solar_reflectance_Avg"<2="I") | Albedo: Daily Minimum | QA/QC flags for Albedo: Daily Minimum (flagging criteria, where "x" is Albedo_Min: x<0="I",
x>1="I", "Solar_incoming_Avg"<2="I", "Solar_reflectance_Avg"<2="I") | Net Radiation: Daily Average | QA/QC flags for Net Radiation: Daily Average (flagging criteria, where "x" is Net_Radiation_Avg:
x<20="I", x>1500="I") | Storage Type: | string
| integer
| integer
| string
| integer
| string
| integer
| floating-point
| string
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| integer
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| integer
| string
| integer
| string
| integer
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| string
| floating-point
| string
| floating-point
| string
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| Measurement Type: | dateTime | interval | interval | dateTime | ratio | ordinal | ordinal | ratio | ordinal | nominal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | dateTime | ratio | ordinal | ratio | ordinal | dateTime | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | ratio | ordinal | Measurement Values Domain: | Format | DD-WWW-YYYY | Precision | |
| Unit | nominalYear | Precision | 1 | Type | real |
| Unit | nominalYear | Precision | 1 | Type | real | Min | 1 | Max | 366 |
| Format | YYYY-MM-DD hh:mm:ss | Precision | |
| Unit | none | Precision | 1 | Type | real | Min | 0 | Max | |
| Definition | QA/QC flags for Record number generated by datalogger program (flagging criteria, where "x" is
RECORD: x<0="I") |
| Definition | Site identifier |
| Unit | volt | Precision | 0.01 | Type | real |
| Definition | QA/QC flags for Battery Voltage: Daily Minimum (flagging criteria, where "x" is Batt_V_Min:
x<12="W", x>=15="W") |
| Definition | Battery Voltage: Time of Daily Minimum |
| Unit | degreeCelcius | Precision | 0.01 | Type | real | Min | -35 | Max | 50 |
| Definition | QA/QC flags for Datalogger Panel Temperature: Daily Average (flagging criteria, where "x" is
Ptemp_C_Avg: x<-35="I", (x>=-35 & x<-30 | x>45 & x<=50)="Q", x>50="I") |
| Unit | degreeCelcius | Precision | 0.01 | Type | real | Min | -35 | Max | 50 |
| Definition | QA/QC flags for Air Temperature: Daily Average (flagging criteria, where "x" is Air_TempC_Avg:
x<-35="I", (x>=-35 & x<-30 | x>45 & x<=50)="Q", x>50="I") |
| Unit | degreeCelcius | Precision | 0.01 | Type | real | Min | -35 | Max | 50 |
| Definition | QA/QC flags for Air Temperature: Daily Maximum (flagging criteria, where "x" is Air_TempC_Max:
x<-35="I", (x>=-35 & x<-30 | x>45 & x<=50)="Q", x>50="I") |
| Unit | degreeCelcius | Precision | 0.01 | Type | real | Min | -35 | Max | 50 |
| Definition | QA/QC flags for Air Temperature: Daily Minimum (flagging criteria, where "x" is Air_TempC_Min:
x<-35="I", (x>=-35 & x<-30 | x>45 & x<=50)="Q", x>50="I") |
| Unit | percent | Precision | 0.01 | Type | real | Min | 0 | Max | 105 |
| Definition | QA/QC flags for Relative_Humidity_Avg (flagging criteria, where "x" is Relative_Humidity_Avg:
x<0="I", (x>100 & x<=105)="Q", x>105="I") |
| Unit | percent | Precision | 0.01 | Type | real | Min | 0 | Max | 105 |
| Definition | QA/QC flags for Relative_Humidity_Max (flagging criteria, where "x" is Relative_Humidity_Max:
x<0="I", (x>100 & x<=105)="Q", x>105="I") |
| Unit | percent | Precision | 0.01 | Type | real | Min | 0 | Max | 105 |
| Definition | QA/QC flags for Relative_Humidity_Min (flagging criteria, where "x" is Relative_Humidity_Min:
x<0="I", (x>100 & x<=105)="Q", x>105="I") |
| Unit | millimeter | Precision | 0.1 | Type | real | Min | 0 | Max | 177.8 |
| Definition | QA/QC flags for Precipitation: Daily Total (flagging criteria, where "x" is Ppt_mm_Tot: x<0="I",
(x>101.6 & x<=177.8)="Q", x>177.8="I") |
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Definition | QA/QC flags for Wind Speed: Daily Average at 300 cm height (flagging criteria, where "x" is
Ws_Mean_300cm: x<0="I", (x>32 & x<=55)="Q", x>55="I") |
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Definition | QA/QC flags for Wind Speed: Daily Resultant Vector Average at 300 cm height (flagging criteria,
where "x" is Ws_mean_Resultant_300cm: x<0="I", (x>32 & x<=55)="Q", x>55="I") |
| Unit | degrees | Precision | 1 | Type | real | Min | 0 | Max | 360 |
| Definition | QA/QC flags for Wind Direction: Daily Resultant Vector Average at 300 cm height (flagging criteria,
where "x" is WinDir_mean_Resultant: x<0="I", x>360="I") |
| Unit | degrees | Precision | 0.001 | Type | real | Min | 0 | Max | 360 |
| Definition | QA/QC flags for Wind Direction: Daily Standard Deviation (flagging criteria, where "x" is
WinDir_Std_Dev: x<0="I", x>360="I") |
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Definition | QA/QC flags for Wind Speed: Daily Average at 75 cm height (flagging criteria, where "x" is
WS_ms_75cm_Avg: x<0="I", (x>32 & x<=55)="Q", x>55="I") |
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Definition | QA/QC flags for Wind Speed: Daily Average at 150 cm height (flagging criteria, where "x" is
WS_ms_150cm_Avg: x<0="I", (x>32 & x<=55)="Q", x>55="I") |
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Definition | QA/QC flags for Wind Speed: Daily Average at 300 cm height (flagging criteria, where "x" is
WS_ms_300cm_Avg: x<0="I", (x>32 & x<=55)="Q", x>55="I") |
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Definition | QA/QC flags for Wind Speed: Daily Maximum at 75 cm height (flagging criteria, where "x" is
WS_ms_75cm_Max: x<0="I", (x>32 & x<=55)="Q", x>55="I") |
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Definition | QA/QC flags for Wind Speed: Daily Maximum at 150 cm height (flagging criteria, where "x" is
WS_ms_150cm_Max: x<0="I", (x>32 & x<=55)="Q", x>55="I") |
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | Q | Definition | questionable value | Source | |
|
|
| Unit | metersPerSecond | Precision | 1 | Type | real | Min | 0 | Max | 55 |
| Definition | QA/QC flags for Wind Speed: Daily Minimum at 75 cm height (flagging criteria, where "x" is
WS_ms_75cm_Min: x<0="I", (x>32 & x<=55)="Q", x>55="I") |
| Unit | metersPerSecond | Precision | 1 | Type | real | Min | 0 | Max | 55 |
| Definition | QA/QC flags for Wind Speed: Daily Minimum at 150 cm height (flagging criteria, where "x" is
WS_ms_150cm_Min: x<0="I", (x>32 & x<=55)="Q", x>55="I") |
| Unit | metersPerSecond | Precision | 1 | Type | real | Min | 0 | Max | 55 |
| Definition | QA/QC flags for Wind Speed: Daily Minimum at 300 cm height (flagging criteria, where "x" is
WS_ms_300cm_Min: x<0="I", (x>32 & x<=55)="Q", x>55="I") |
| Unit | wattsPerSquareMeter | Precision | 0.0000001 | Type | real | Min | 0 | Max | |
| Definition | QA/QC flags for Solar Incoming: Daily Average (flagging criteria, where "x" is Solar_incoming_Avg:
x<0="I") |
| Unit | wattsPerSquareMeter | Precision | 0.0000001 | Type | real | Min | 0 | Max | |
| Definition | QA/QC flags for Solar Reflectance: Daily Average (flagging criteria, where "x" is
Solar_reflectance_Avg: x<0="I") |
| Unit | wattsPerSquareMeter | Precision | 0.0000001 | Type | real | Min | 0 | Max | |
| Definition | QA/QC flags for Solar Incoming: Daily Average (flagging criteria, where "x" is Solar_incoming_Tot:
x<0="I") |
| Unit | wattsPerSquareMeter | Precision | 0.0000001 | Type | real | Min | 0 | Max | |
| Definition | QA/QC flags for Solar Reflectance: Daily Average (flagging criteria, where "x" is
Solar_reflectance_Tot: x<0="I") |
| Unit | wattsPerSquareMeter | Precision | 0.0000001 | Type | real | Min | 0 | Max | |
| Definition | QA/QC flags for Solar Incoming: Daily Maximum (flagging criteria, where "x" is Solar_incoming_Max:
x<0="I") |
| Format | wattsPerSquareMeter | Precision | |
| Unit | wattsPerSquareMeter | Precision | 0.0000001 | Type | real | Min | 0 | Max | |
| Definition | QA/QC flags for Solar Reflectance: Daily Maximum (flagging criteria, where "x" is
Solar_reflectance_Max: x<0="I") |
| Unit | wattsPerSquareMeter | Precision | 0.0000001 | Type | real | Min | 0 | Max | |
| Definition | QA/QC flags for Solar Incoming: Daily Minimum (flagging criteria, where "x" is Solar_incoming_Min:
x<0="I") |
| Format | wattsPerSquareMeter | Precision | |
| Unit | wattsPerSquareMeter | Precision | 0.0000001 | Type | real | Min | 0 | Max | |
| Definition | QA/QC flags for Solar Reflectance: Daily Minimum (flagging criteria, where "x" is
Solar_reflectance_Min: x<0="I") |
| Unit | none | Precision | 0.0000001 | Type | real | Min | 0 | Max | 1 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | I | Definition | invalid value (out of range) | Source | |
|
|
| Unit | none | Precision | 0.0000001 | Type | real | Min | 0 | Max | 1 |
| Definition | QA/QC flags for Albedo: Daily Maximum (flagging criteria, where "x" is Albedo_Max: x<0="I",
x>1="I", "Solar_incoming_Avg"<2="I", "Solar_reflectance_Avg"<2="I") |
| Unit | none | Precision | 0.0000001 | Type | real | Min | 0 | Max | 1 |
| Definition | QA/QC flags for Albedo: Daily Minimum (flagging criteria, where "x" is Albedo_Min: x<0="I",
x>1="I", "Solar_incoming_Avg"<2="I", "Solar_reflectance_Avg"<2="I") |
| Unit | wattsPerSquareMeter | Precision | 0.0000001 | Type | real | Min | 20 | Max | 1500 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | I | Definition | invalid value (out of range) | Source | |
|
|
| Missing Value Code: | | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Code | NaN | Expl | value not recorded or censored based on quality control analysis (see methods) |
| | Accuracy Report: | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Accuracy Assessment: | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Coverage: | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Methods: | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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