Data Table | Data: | https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/210413045/1/673ada677ddce21808cadfb80844b72a | Name: | csis-15_60min_L2_rev_1.csv | Description: | Main data table from Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 15
meteorological station: 1-hour summary data beginning 2017 | Number of Records: | 21559 | Number of Columns: | 43 | | 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 3.9.9b (06-Mar-2019) |
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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: Values of 547 records in Air_TempC_Avg are missing for dates: 10/04/2017,
10/06/2017, 10/10/2017, 10/11/2017, 02/05/2018, 02/06/2018, 03/09/2018, 09/28/2018, 11/27/2018,
11/28/2018-11/30/2018, 11/30/2018-12/09/2018, 12/10/2018-12/11/2018, 12/11/2018-12/12/2018,
12/12/2018-12/14/2018, 12/19/2018-12/21/2018, 01/03/2019, 01/05/2019, 01/12/2019, 01/17/2019,
01/18/2019, 01/19/2019, 01/20/2019, 01/23/2019, 01/28/2019, 02/07/2019-02/08/2019, 02/12/2019,
02/13/2019, 02/17/2019, 02/18/2019, 02/19/2019, 02/20/2019, 02/21/2019. Values of 410 records in
Air_TempC_Max are missing for dates: 10/11/2017, 11/27/2018, 11/28/2018, 11/28/2018-11/30/2018,
12/01/2018-12/03/2018, 12/03/2018-12/04/2018, 12/04/2018-12/09/2018, 12/10/2018,
12/12/2018-12/13/2018, 12/13/2018-12/14/2018, 12/19/2018-12/20/2018, 12/20/2018-12/21/2018,
01/05/2019, 01/12/2019, 01/17/2019, 01/20/2019, 01/23/2019, 02/08/2019, 02/12/2019, 02/13/2019,
02/17/2019, 02/18/2019, 02/19/2019, 02/20/2019, 02/21/2019. Values of 410 records in Air_TempC_Min
are missing for dates: 10/11/2017, 11/27/2018, 11/28/2018, 11/28/2018-11/30/2018,
12/01/2018-12/03/2018, 12/03/2018-12/04/2018, 12/04/2018-12/09/2018, 12/10/2018,
12/12/2018-12/13/2018, 12/13/2018-12/14/2018, 12/19/2018-12/20/2018, 12/20/2018-12/21/2018,
01/05/2019, 01/12/2019, 01/17/2019, 01/20/2019, 01/23/2019, 02/08/2019, 02/12/2019, 02/13/2019,
02/17/2019, 02/18/2019, 02/19/2019, 02/20/2019, 02/21/2019. Values of 547 records in
Relative_Humidity_Avg were flagged as I (invalid value (out of range)) for dates: 10/04/2017,
10/06/2017, 10/10/2017, 10/11/2017, 02/05/2018, 02/06/2018, 03/09/2018, 09/28/2018, 11/27/2018,
11/28/2018-11/30/2018, 11/30/2018-12/09/2018, 12/10/2018-12/11/2018, 12/11/2018-12/12/2018,
12/12/2018-12/14/2018, 12/19/2018-12/21/2018, 01/03/2019, 01/05/2019, 01/12/2019, 01/17/2019,
01/18/2019, 01/19/2019, 01/20/2019, 01/23/2019, 01/28/2019, 02/07/2019-02/08/2019, 02/12/2019,
02/13/2019, 02/17/2019, 02/18/2019, 02/19/2019, 02/20/2019, 02/21/2019.
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| Table Structure |
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Object Name: | csis-15_60min_L2_rev_1.csv | Size: | 4526806 byte | Authentication: | 8f629b23059a12b88cd16a8807f9ca36
Calculated By MD5 | Character Encoding: | ASCII | Text Format: |
Number of Header Lines: | 4 |
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
| SiteID
| 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
| 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_37cm_Avg
| Flag_WS_ms_37cm_Avg
| 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_37cm_Max
| Flag_WS_ms_37cm_Max
| 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
| Definition: | Date and time of observation. Time is in Mountain Standard Time (MST) or UTC/GMT -7 | 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", manual) | Site identifier | Datalogger Panel Temperature: 1 hour Average | QA/QC flags for Datalogger Panel Temperature: 1 hour Average (flagging criteria, where "x" is
Ptemp_C_Avg: x<-35="I", manual) | Air Temperature: 1 hour Average | QA/QC flags for Air Temperature: 1 hour 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: 1 hour Maximum | QA/QC flags for Air Temperature: 1 hour 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: 1 hour Minimum | QA/QC flags for Air Temperature: 1 hour 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: 1 hour Average | QA/QC flags for Relative Humidity: 1 hour Average (flagging criteria, where "x" is
Relative_Humidity_Avg: x<=0="I", (x>100 & x<=105)="Q", x>105="I", isnan(Air_TempC_Avg)="I") | Precipitation: 1 hour Total | QA/QC flags for Precipitation: 1 hour Total (flagging criteria, where "x" is Ppt_mm_Tot: x<0="I",
(x>101.6 & x<=177.8)="Q", x>177.8="I", manual) | Wind Speed: 1 hour Average at 300 cm height | QA/QC flags for Wind Speed: 1 hour Average at 300 cm height (flagging criteria, where "x" is
Ws_Mean_300cm: x<0="I", (x>32 & x<=55)="Q", x>55="I", manual) | Wind Speed: 1 hour Resultant Vector Average at 300 cm height | QA/QC flags for Wind Speed: 1 hour 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", manual) | Wind Direction: 1 hour Resultant Vector Average at 300 cm height | QA/QC flags for Wind Direction: 1 hour Resultant Vector Average at 300 cm height (flagging
criteria, where "x" is WinDir_mean_Resultant: x<0="I", x>360="I", manual) | Wind Direction: 1 hour Standard Deviation at 300 cm height | QA/QC flags for Wind Direction: 1 hour Standard Deviation at 300 cm height (flagging criteria,
where "x" is WinDir_Std_Dev: x<0="I", x>360="I", manual) | Wind Speed: 1 hour Average at 37 cm height | QA/QC flags for Wind Speed: 1 hour Average at 37 cm height (flagging criteria, where "x" is
WS_ms_37cm_Avg: x<0="I", (x>32 & x<=55)="Q", x>55="I", manual) | Wind Speed: 1 hour Average at 75 cm height | QA/QC flags for Wind Speed: 1 hour 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", manual) | Wind Speed: 1 hour Average at 150 cm height | QA/QC flags for Wind Speed: 1 hour 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", manual) | Wind Speed: 1 hour Average at 300 cm height | QA/QC flags for Wind Speed: 1 hour 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", manual) | Wind Speed: 1 hour Maximum at 37 cm height | QA/QC flags for Wind Speed: 1 hour Maximum at 37 cm height (flagging criteria, where "x" is
WS_ms_37cm_Max: x<0="I", (x>32 & x<=55)="Q", x>55="I", manual) | Wind Speed: 1 hour Maximum at 75 cm height | QA/QC flags for Wind Speed: 1 hour 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", manual) | Wind Speed: 1 hour Maximum at 150 cm height | QA/QC flags for Wind Speed: 1 hour 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", manual) | Wind Speed: 1 hour Maximum at 300 cm height | QA/QC flags for Wind Speed: 1 hour 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", manual) | Storage Type: | string
| integer
| integer
| float
| integer
| string
| integer
| 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
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| floating-point
| string
| Measurement Type: | dateTime | interval | interval | interval | ratio | nominal | ordinal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | ratio | nominal | Measurement Values Domain: | Format | YYYY-MM-DD hh:mm:ss | Precision | |
| Unit | nominalYear | Precision | 1 | Type | real |
| Unit | nominalYear | Precision | 1 | Type | real | Min | 1 | Max | 366 |
| Unit | hour | Precision | 0.0001 | Type | real | Min | 0 | Max | 24 |
| Unit | none | Precision | 1 | Type | real | Min | 0 | Max | |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
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| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | 1 | Definition | Block-1 site | Source | |
| Code Definition | Code | 2 | Definition | Block-2 site | Source | |
| Code Definition | Code | 3 | Definition | Block-3 site | Source | |
| Code Definition | Code | 4 | Definition | Block-4 site | Source | |
| Code Definition | Code | 5 | Definition | Block-5 site | Source | |
| Code Definition | Code | 6 | Definition | Block-6 site | Source | |
| Code Definition | Code | 7 | Definition | Block-7 site | Source | |
| Code Definition | Code | 8 | Definition | Block-8 site | Source | |
| Code Definition | Code | 9 | Definition | Block-9 site | Source | |
| Code Definition | Code | 10 | Definition | Block-10 site | Source | |
| Code Definition | Code | 11 | Definition | Block-11 site | Source | |
| Code Definition | Code | 12 | Definition | Block-12 site | Source | |
| Code Definition | Code | 13 | Definition | Block-13 site | Source | |
| Code Definition | Code | 14 | Definition | Block-14 site | Source | |
| Code Definition | Code | 15 | Definition | Block-15 site | Source | |
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|
| Unit | degreeCelcius | Precision | 0.01 | Type | real | Min | -35 | Max | |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
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| Unit | degreeCelcius | Precision | 0.01 | Type | real | Min | -35 | Max | 50 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
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| Unit | degreeCelcius | Precision | 0.01 | Type | real | Min | -35 | Max | 50 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | I | Definition | invalid value (out of range) | Source | |
| Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | degreeCelcius | Precision | 0.01 | Type | real | Min | -35 | Max | 50 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | I | Definition | invalid value (out of range) | Source | |
| Code Definition | Code | M | Definition | Missing value | Source | |
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| Unit | percent | Precision | 0.01 | Type | real | Min | 0 | Max | 105 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | I | Definition | invalid value (out of range) | Source | |
| Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | millimeter | Precision | 0.001 | Type | real | Min | 0 | Max | 177.8 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | degrees | Precision | 0.1 | Type | real | Min | 0 | Max | 360 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | degrees | Precision | 0.001 | Type | real | Min | 0 | Max | 360 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
|
|
| Unit | metersPerSecond | Precision | 0.001 | Type | real | Min | 0 | Max | 55 |
| Allowed Values and DefinitionsEnumerated Domain | | Code Definition | Code | M | Definition | Missing value | Source | |
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| 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) |
| | Accuracy Report: | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Accuracy Assessment: | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Coverage: | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Methods: | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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