Data Package Metadata   View Summary

Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 3 meteorological station: 30-minute soil volumetric water content data: 2013 - ongoing

General Information
Data Package:
Local Identifier:knb-lter-jrn.210548063.1
Title:Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 3 meteorological station: 30-minute soil volumetric water content data: 2013 - ongoing
Alternate Identifier:DOI PLACE HOLDER
Abstract:

30-minute Soil Moisture data at 10 cm at CSIS Block-3. Collection of soil volumetric water content data at Jornada LTER Cross-scale Interactions Study (CSIS) blocks, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Soil volumetric water content is measured at 10 cm depth at 3 locations at each of the 4 plots per block. The locations in each plot are under bare soil, under perennial grass, and under shrub. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are recorded every 30 minutes at an automated meteorological station installed at Jornada LTER CSIS Block-3 site. This is an ONGOING dataset.

Publication Date:2020-10-07

Time Period
Begin:
2013-05-15
End:
2020-10-07

People and Organizations
Contact:Data Manager(JRN-LTER Information Manager) [  email ]
Creator:Duniway, Michael (JRN LTER, co-Principal Investigator)

Data Entities
Data Table Name:
csis-3_vwc_30min_L2_rev_1.csv
Description:
Main data table from Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 3 meteorological station: 30-minute soil volumetric water content data: 2013 - ongoing
Detailed Metadata

Data Entities


Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/210548063/1/29941740d9e32a33950108f01c2a7904
Name:csis-3_vwc_30min_L2_rev_1.csv
Description:Main data table from Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 3 meteorological station: 30-minute soil volumetric water content data: 2013 - ongoing
Number of Records:129685
Number of Columns:151
Methods and protocols used in the collection of this data package
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:
gcelter@uga.edu
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)
Quality Control
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 JRN 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.


Table Structure
Object Name:csis-3_vwc_30min_L2_rev_1.csv
Size:94496380 byte
Authentication:1b1eaee9318df89dfdb6277dbbaeeed2 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:"

Table Column Descriptions
 
Column Name:TIMESTAMP  
Year  
YearDay  
Hours  
RECORD  
Flag_RECORD  
SiteID  
Vwc_3A_Bare_10cm  
Flag_Vwc_3A_Bare_10cm  
Vwc_3A_Grass_10cm  
Flag_Vwc_3A_Grass_10cm  
Vwc_3A_Shrub_10cm  
Flag_Vwc_3A_Shrub_10cm  
Vwc_3B_Bare_10cm  
Flag_Vwc_3B_Bare_10cm  
Vwc_3B_Grass_10cm  
Flag_Vwc_3B_Grass_10cm  
Vwc_3B_Shrub_10cm  
Flag_Vwc_3B_Shrub_10cm  
Vwc_3C_Bare_10cm  
Flag_Vwc_3C_Bare_10cm  
Vwc_3C_Grass_10cm  
Flag_Vwc_3C_Grass_10cm  
Vwc_3C_Shrub_10cm  
Flag_Vwc_3C_Shrub_10cm  
Vwc_3D_Bare_10cm  
Flag_Vwc_3D_Bare_10cm  
Vwc_3D_Grass_10cm  
Flag_Vwc_3D_Grass_10cm  
Vwc_3D_Shrub_10cm  
Flag_Vwc_3D_Shrub_10cm  
Ec_3A_Bare_10cm  
Flag_Ec_3A_Bare_10cm  
Ec_3A_Grass_10cm  
Flag_Ec_3A_Grass_10cm  
Ec_3A_Shrub_10cm  
Flag_Ec_3A_Shrub_10cm  
Ec_3B_Bare_10cm  
Flag_Ec_3B_Bare_10cm  
Ec_3B_Grass_10cm  
Flag_Ec_3B_Grass_10cm  
Ec_3B_Shrub_10cm  
Flag_Ec_3B_Shrub_10cm  
Ec_3C_Bare_10cm  
Flag_Ec_3C_Bare_10cm  
Ec_3C_Grass_10cm  
Flag_Ec_3C_Grass_10cm  
Ec_3C_Shrub_10cm  
Flag_Ec_3C_Shrub_10cm  
Ec_3D_Bare_10cm  
Flag_Ec_3D_Bare_10cm  
Ec_3D_Grass_10cm  
Flag_Ec_3D_Grass_10cm  
Ec_3D_Shrub_10cm  
Flag_Ec_3D_Shrub_10cm  
Tsoil_3A_Bare_10cm  
Flag_Tsoil_3A_Bare_10cm  
Tsoil_3A_Grass_10cm  
Flag_Tsoil_3A_Grass_10cm  
Tsoil_3A_Shrub_10cm  
Flag_Tsoil_3A_Shrub_10cm  
Tsoil_3B_Bare_10cm  
Flag_Tsoil_3B_Bare_10cm  
Tsoil_3B_Grass_10cm  
Flag_Tsoil_3B_Grass_10cm  
Tsoil_3B_Shrub_10cm  
Flag_Tsoil_3B_Shrub_10cm  
Tsoil_3C_Bare_10cm  
Flag_Tsoil_3C_Bare_10cm  
Tsoil_3C_Grass_10cm  
Flag_Tsoil_3C_Grass_10cm  
Tsoil_3C_Shrub_10cm  
Flag_Tsoil_3C_Shrub_10cm  
Tsoil_3D_Bare_10cm  
Flag_Tsoil_3D_Bare_10cm  
Tsoil_3D_Grass_10cm  
Flag_Tsoil_3D_Grass_10cm  
Tsoil_3D_Shrub_10cm  
Flag_Tsoil_3D_Shrub_10cm  
Perm_3A_Bare_10cm  
Flag_Perm_3A_Bare_10cm  
Perm_3A_Grass_10cm  
Flag_Perm_3A_Grass_10cm  
Perm_3A_Shrub_10cm  
Flag_Perm_3A_Shrub_10cm  
Perm_3B_Bare_10cm  
Flag_Perm_3B_Bare_10cm  
Perm_3B_Grass_10cm  
Flag_Perm_3B_Grass_10cm  
Perm_3B_Shrub_10cm  
Flag_Perm_3B_Shrub_10cm  
Perm_3C_Bare_10cm  
Flag_Perm_3C_Bare_10cm  
Perm_3C_Grass_10cm  
Flag_Perm_3C_Grass_10cm  
Perm_3C_Shrub_10cm  
Flag_Perm_3C_Shrub_10cm  
Perm_3D_Bare_10cm  
Flag_Perm_3D_Bare_10cm  
Perm_3D_Grass_10cm  
Flag_Perm_3D_Grass_10cm  
Perm_3D_Shrub_10cm  
Flag_Perm_3D_Shrub_10cm  
Period_3A_Bare_10cm  
Flag_Period_3A_Bare_10cm  
Period_3A_Grass_10cm  
Flag_Period_3A_Grass_10cm  
Period_3A_Shrub_10cm  
Flag_Period_3A_Shrub_10cm  
Period_3B_Bare_10cm  
Flag_Period_3B_Bare_10cm  
Period_3B_Grass_10cm  
Flag_Period_3B_Grass_10cm  
Period_3B_Shrub_10cm  
Flag_Period_3B_Shrub_10cm  
Period_3C_Bare_10cm  
Flag_Period_3C_Bare_10cm  
Period_3C_Grass_10cm  
Flag_Period_3C_Grass_10cm  
Period_3C_Shrub_10cm  
Flag_Period_3C_Shrub_10cm  
Period_3D_Bare_10cm  
Flag_Period_3D_Bare_10cm  
Period_3D_Grass_10cm  
Flag_Period_3D_Grass_10cm  
Period_3D_Shrub_10cm  
Flag_Period_3D_Shrub_10cm  
Vratio_3A_Bare_10cm  
Flag_Vratio_3A_Bare_10cm  
Vratio_3A_Grass_10cm  
Flag_Vratio_3A_Grass_10cm  
Vratio_3A_Shrub_10cm  
Flag_Vratio_3A_Shrub_10cm  
Vratio_3B_Bare_10cm  
Flag_Vratio_3B_Bare_10cm  
Vratio_3B_Grass_10cm  
Flag_Vratio_3B_Grass_10cm  
Vratio_3B_Shrub_10cm  
Flag_Vratio_3B_Shrub_10cm  
Vratio_3C_Bare_10cm  
Flag_Vratio_3C_Bare_10cm  
Vratio_3C_Grass_10cm  
Flag_Vratio_3C_Grass_10cm  
Vratio_3C_Shrub_10cm  
Flag_Vratio_3C_Shrub_10cm  
Vratio_3D_Bare_10cm  
Flag_Vratio_3D_Bare_10cm  
Vratio_3D_Grass_10cm  
Flag_Vratio_3D_Grass_10cm  
Vratio_3D_Shrub_10cm  
Flag_Vratio_3D_Shrub_10cm  
Definition:Date and time of observation. Time is in Mountain Standard Time (MST) or UTC/GMT -7Calendar yearNumerical year day (day number within the current year)Time of day in fractional hoursRecord number generated by datalogger programQA/QC flags for Record number generated by datalogger program (flagging criteria, where "x" is RECORD: x<0="I", manual)Site identifierVolumetric Water Content: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Volumetric Water Content: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vwc_3A_Bare_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Volumetric Water Content: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vwc_3A_Grass_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Volumetric Water Content: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vwc_3A_Shrub_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Volumetric Water Content: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vwc_3B_Bare_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Volumetric Water Content: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vwc_3B_Grass_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Volumetric Water Content: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vwc_3B_Shrub_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Volumetric Water Content: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vwc_3C_Bare_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Volumetric Water Content: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vwc_3C_Grass_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Volumetric Water Content: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vwc_3C_Shrub_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Volumetric Water Content: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vwc_3D_Bare_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Volumetric Water Content: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vwc_3D_Grass_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Volumetric Water Content: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Volumetric Water Content: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vwc_3D_Shrub_10cm: (x>-0.04 & x<=0)="E", (x>-0.1 & x<=-0.04)="Q", (x<=-0.10)="I", (x>0.80 & x<1)="E", x>=1="I")Soil Electrical Conductivity: Sample measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Soil Electrical Conductivity: Sample measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Ec_3A_Bare_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Soil Electrical Conductivity: Sample measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Ec_3A_Grass_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Ec_3A_Shrub_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Electrical Conductivity: Sample measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Ec_3B_Bare_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Electrical Conductivity: Sample measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Ec_3B_Grass_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Ec_3B_Shrub_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Ec_3C_Bare_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Ec_3C_Grass_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Ec_3C_Shrub_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Ec_3D_Bare_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Ec_3D_Grass_10cm: x<=0="I", x>3="I")Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Electrical Conductivity: Sample measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Ec_3D_Shrub_10cm: x<=0="I", x>3="I")Soil Temperature: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Soil Temperature: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Tsoil_3A_Bare_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Soil Temperature: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Tsoil_3A_Grass_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Soil Temperature: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Tsoil_3A_Shrub_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Temperature: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Tsoil_3B_Bare_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Temperature: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Tsoil_3B_Grass_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Temperature: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Tsoil_3B_Shrub_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Soil Temperature: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Tsoil_3C_Bare_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Soil Temperature: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Tsoil_3C_Grass_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Soil Temperature: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Tsoil_3C_Shrub_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Temperature: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Tsoil_3D_Bare_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Temperature: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Tsoil_3D_Grass_10cm: x<-35="I", x>80="I")Soil Temperature: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Soil Temperature: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Tsoil_3D_Shrub_10cm: x<-35="I", x>80="I")Permittivity: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Permittivity: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Perm_3A_Bare_10cm: x<1="I", x>81="I")Permittivity: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Permittivity: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Perm_3A_Grass_10cm: x<1="I", x>81="I")Permittivity: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Permittivity: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Perm_3A_Shrub_10cm: x<1="I", x>81="I")Permittivity: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Permittivity: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Perm_3B_Bare_10cm: x<1="I", x>81="I")Permittivity: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Permittivity: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Perm_3B_Grass_10cm: x<1="I", x>81="I")Permittivity: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Permittivity: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Perm_3B_Shrub_10cm: x<1="I", x>81="I")Permittivity: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Permittivity: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Perm_3C_Bare_10cm: x<1="I", x>81="I")Permittivity: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Permittivity: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Perm_3C_Grass_10cm: x<1="I", x>81="I")Permittivity: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Permittivity: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Perm_3C_Shrub_10cm: x<1="I", x>81="I")Permittivity: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Permittivity: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Perm_3D_Bare_10cm: x<1="I", x>81="I")Permittivity: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Permittivity: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Perm_3D_Grass_10cm: x<1="I", x>81="I")Permittivity: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Permittivity: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Perm_3D_Shrub_10cm: x<1="I", x>81="I")Period Average: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Period Average: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Period_3A_Bare_10cm: x<1="I", x>6="I")Period Average: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Period Average: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Period_3A_Grass_10cm: x<1="I", x>6="I")Period Average: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Period Average: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Period_3A_Shrub_10cm: x<1="I", x>6="I")Period Average: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Period Average: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Period_3B_Bare_10cm: x<1="I", x>6="I")Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Period_3B_Grass_10cm: x<1="I", x>6="I")Period Average: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Period Average: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Period_3B_Shrub_10cm: x<1="I", x>6="I")Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Period_3C_Bare_10cm: x<1="I", x>6="I")Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Period_3C_Grass_10cm: x<1="I", x>6="I")Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Period_3C_Shrub_10cm: x<1="I", x>6="I")Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Period_3D_Bare_10cm: x<1="I", x>6="I")Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Period_3D_Grass_10cm: x<1="I", x>6="I")Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Period Average: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrub canopy using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Period_3D_Shrub_10cm: x<1="I", x>6="I")Voltage Ratio: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Voltage Ratio: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vratio_3A_Bare_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Voltage Ratio: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vratio_3A_Grass_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Voltage Ratio: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vratio_3A_Shrub_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Voltage Ratio: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vratio_3B_Bare_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Voltage Ratio: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vratio_3B_Grass_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Voltage Ratio: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vratio_3B_Shrub_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Voltage Ratio: Measurement at 10 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vratio_3C_Bare_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Voltage Ratio: Measurement at 20 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vratio_3C_Grass_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105QA/QC flags for Voltage Ratio: Measurement at 30 cm soil depth Between Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 105 (flagging criteria, where "x" is Vratio_3C_Shrub_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Voltage Ratio: Measurement at 10 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vratio_3D_Bare_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Voltage Ratio: Measurement at 20 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vratio_3D_Grass_10cm: x<1="I", x>17="I")Voltage Ratio: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106QA/QC flags for Voltage Ratio: Measurement at 30 cm soil depth Under Larrea tridentata (creosotebush) shrubs using Campbell Scientific CS650 soil moisture sensor offset from neutron probe Access Tube ID 106 (flagging criteria, where "x" is Vratio_3D_Shrub_10cm: x<1="I", x>17="I")
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Measurement Type:dateTimeintervalintervalintervalrationominalordinalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominalrationominal
Measurement Values Domain:
FormatYYYY-MM-DD hh:mm:ss
Precision
UnitnominalYear
Precision1
Typereal
UnitnominalYear
Precision1
Typereal
Min
Max366 
Unithour
Precision0.0001
Typereal
Min
Max24 
Unitnone
Precision1
Typereal
Min
Max
Allowed Values and Definitions
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CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
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Source
DefinitionSite identifier
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
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Max
Allowed Values and Definitions
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CodeA
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Source
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CodeM
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Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
Min
Max
Allowed Values and Definitions
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CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
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Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
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Max
Allowed Values and Definitions
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CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
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Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
DefinitionMissing value
Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
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CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
DefinitionMissing value
Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
DefinitionMissing value
Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
DefinitionMissing value
Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
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CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
DefinitionMissing value
Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
DefinitionMissing value
Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
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CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
DefinitionMissing value
Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
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CodeA
DefinitionAccepted value
Source
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CodeM
DefinitionMissing value
Source
UnitcubicMeterPerCubicMeter
Precision0.0000001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
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CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
DefinitionMissing value
Source
UnitdecisiemensPerMeter
Precision0.0001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeA
DefinitionAccepted value
Source
Code Definition
CodeM
DefinitionMissing value
Source
UnitdecisiemensPerMeter
Precision0.0001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeA
DefinitionAccepted value
Source
Code Definition
CodeI
DefinitionInvalid value
Source
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CodeM
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Source
UnitdecisiemensPerMeter
Precision0.0001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
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CodeA
DefinitionAccepted value
Source
Code Definition
CodeI
DefinitionInvalid value
Source
Code Definition
CodeM
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Source
UnitdecisiemensPerMeter
Precision0.0001
Typereal
Min
Max
Allowed Values and Definitions
Enumerated Domain 
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CodeA
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Source
Code Definition
CodeI
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Source
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CodeM
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Source
UnitdecisiemensPerMeter
Precision0.0001
Typereal
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CodeM
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Explvalue not recorded or censored based on quality control analysis (see methods)
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Explvalue not recorded or censored based on quality control analysis (see methods)
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Explvalue not recorded or censored based on quality control analysis (see methods)
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Explvalue not recorded or censored based on quality control analysis (see methods)
   
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
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CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
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Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
CodeNaN
Explvalue not recorded or censored based on quality control analysis (see methods)
 
Accuracy Report:                                                                                                                                                                                                                                                                                                              
Accuracy Assessment:                                                                                                                                                                                                                                                                                                              
Coverage:                                                                                                                                                                                                                                                                                                              
Methods:                                                                                                                                                                                                                                                                                                              

Data Package Usage Rights

This information is released under the Creative Commons license - Attribution - CC BY (https://creativecommons.org/licenses/by/4.0/). The consumer of these data ("Data User" herein) is required to cite it appropriately in any publication that results from its use. The Data User should realize that these data may be actively used by others for ongoing research and that coordination may be necessary to prevent duplicate publication. The Data User is urged to contact the authors of these data if any questions about methodology or results occur. Where appropriate, the Data User is encouraged to consider collaboration or co-authorship with the authors. The Data User should realize that misinterpretation of data may occur if used out of context of the original study. While substantial efforts are made to ensure the accuracy of data and associated documentation, complete accuracy of data sets cannot be guaranteed. All data are made available "as is." The Data User should be aware, however, that data are updated periodically and it is the responsibility of the Data User to check for new versions of the data. The data authors and the repository where these data were obtained shall not be liable for damages resulting from any use or misinterpretation of the data. Thank you.

Keywords

By Thesaurus:
(No thesaurus)soil volumetric water content
LTER Controlled Vocabularysoil water, soil moisture, soil water content, soil temperature, electrical conductivity
JRN Dataset Keywordslong-term
Jornada Project NamesCSIS, study 548
Jornada Place NamesCSIS locations, Block 3
LTER Core AreaDisturbance
(No thesaurus)weather station

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

Methods and protocols used in the collection of this data package
Description:

Summary: Three Campbell Scientific CS650 water content reflectometers (Model CS650) are installed at 10 cm soil depth in each of the 4 plots A, B, C, and D. The three are installed under bare soil, under perennial grass, and under shrub.

Instrument(s):Water Content Reflectometer; Manufacturer: Campbell Scientific Instruments, Model: CS650; Parameter: Relative Dielectric Permittivity (Range: 1 to 81, Accuracy: range 1 to 40: +/- (2% of reading + 0.6) for solution EC <= dS/m; range 40 to 80: +/- (1.4 for solution EC <= 3 dS/m), Precision: <0.02; Parameter: Volumetric Water Content using Topp Equation (m^3/m^3) (Range: 5% to 50%, Accuracy: +/-3% VWC typical in mineral soils where solution EC <=3 dS/m, Precision: <0.05%; Parameter: Electrical Conductivity (Range solution EC: 0 to 3 dS/m, Range Bulk EC: 0 to 3 dS/m, Accuracy: +/-(5% of reading + 0.05 dS/m), Precision: 0.5% of BEC; Parameter: Temperature (Soil measurement range: -10 to +70 degrees C, Operational range: 0 to +70 degrees C, Accuracy: +/- 0.5 degees C for probe body buried in soil, Precision: +/- 0.02 degrees C; Parameter: Sensing Volume = 7800 cm^3
Description:

Method: Sensor readings are taken every 30 minutes by a Campbell Scientific Instruments (CSI) CR1000 data logger and converted to volumetric water content by the CR1000 datalogger program. Variables measured or calculated by the datalogger program are Volumetric Water Content, Bulk Electrical Conductivity, Soil Temperature, Bulk Dielectric Permittivity, Period Average, and Voltage Ratio. These are downloaded hourly from each remote site via a 900 MHz spread spectrum wireless radio network using CSI LoggerNet software. The data are parsed, quality-checked, documented and archived in the JRN-LTER Information Management office using data retrieval and parsing functions in the GCE Data Toolbox for MATLAB (https://gce-lter.marsci.uga.edu/lter/research/tools/data_toolbox.htm).

Sampling Area and Study Extent
Sampling Description:

Measurements are made once every 30 minutes.

Sampling Extent:

Time Period
Begin:
2013-05-15
End:
2020-10-07
Sampling Extent:
Geographic Region:
Description:Precise geographic coordinates of the meteorological station are available upon request; please contact the Data Manager.
Bounding Coordinates:
Northern:  32.605000Southern:  32.561000
Western:  -106.848000Eastern:  -106.764000

These methods, instrumentation, and/or protocols apply to the data table csis-3_vwc_30min_L2_rev_1.csv:

Methods and protocols used in the collection of this data package
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:
gcelter@uga.edu
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)
Quality Control
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 JRN 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.

People and Organizations

Publishers:
Organization:Environmental Data Initiative
Email Address:
info@environmentaldatainitiative.org
Web Address:
https://environmentaldatainitiative.org
Creators:
Individual: Michael Duniway
Organization:JRN LTER
Position:co-Principal Investigator
Email Address:
mduniway@usgs.gov
Contacts:
Individual: Data Manager
Position:JRN-LTER Information Manager
Address:
Jornada Experimental Range, P.O. Box 30003, MSC 3JER, New Mexico State University, Las Cruces, NM,
88003-8003
Email Address:
datamanager.jrn.lter@gmail.com

Temporal, Geographic and Taxonomic Coverage

Temporal, Geographic and/or Taxonomic information that applies to all data in this dataset:

Time Period
Begin:
2013-05-15
End:
2020-10-07
Geographic Region:
Description:Precise geographic coordinates of the meteorological station are available upon request; please contact the Data Manager.
Bounding Coordinates:
Northern:  32.605000Southern:  32.561000
Western:  -106.848000Eastern:  -106.764000

Project

Parent Project Information:

Title:Jornada Basin LTER
Personnel:
Individual: Debra P. C. Peters
Organization:USDA-ARS Jornada Experimental Range
Address:
Jornada Experimental Range, P.O. Box 30003, MSC 3JER, NMSU,
Las Cruces, NM 88003-8003
Email Address:
janderso@jornada-vmail.nmsu.edu
Role:project leader
Funding:

NSF: DEB-1832194

Maintenance

Maintenance:
Description:ongoing
Frequency:monthly
Other Metadata

Additional Metadata

additionalMetadata
        |___text '\n    '
        |___element 'metadata'
        |     |___text '\n      '
        |     |___element 'unitList' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:unitList')
        |     |     |  \___attribute 'schemaLocation' in ns 'http://www.w3.org/2001/XMLSchema-instance' ('xsi:schemaLocation') = 'http://www.xml-cml.org/schema/stmml-1.1 http://gce-lter.marsci.uga.edu/public/files/schemas/eml-210/stmml.xsd'
        |     |     |___text '\n        '
        |     |     |___element 'unit' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:unit')
        |     |     |     |  \___attribute 'id' = 'cubicMeterPerCubicMeter'
        |     |     |     |  \___attribute 'name' = 'cubicMeterPerCubicMeter'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:description')
        |     |     |     |     |___text 'user defined unit\n                  cubicMeterPerCubicMeter'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:unit')
        |     |     |     |  \___attribute 'id' = 'decisiemensPerMeter'
        |     |     |     |  \___attribute 'name' = 'decisiemensPerMeter'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:description')
        |     |     |     |     |___text 'user defined unit\n                  decisiemensPerMeter'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:unit')
        |     |     |     |  \___attribute 'id' = 'degreeCelcius'
        |     |     |     |  \___attribute 'name' = 'degreeCelcius'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:description')
        |     |     |     |     |___text 'user defined unit\n                  degreeCelcius'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:unit')
        |     |     |     |  \___attribute 'id' = 'microsiemens'
        |     |     |     |  \___attribute 'name' = 'microsiemens'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:description')
        |     |     |     |     |___text 'user defined unit microsiemens'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:unit')
        |     |     |     |  \___attribute 'id' = 'none'
        |     |     |     |  \___attribute 'name' = 'none'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:description')
        |     |     |     |     |___text 'user defined unit none'
        |     |     |     |___text '\n        '
        |     |     |___text '\n      '
        |     |___text '\n    '
        |___text '\n  '

EDI is a collaboration between the University of New Mexico and the University of Wisconsin – Madison, Center for Limnology:

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