Data Package Metadata   View Summary

Temporal soil and foliar carbon and nitrogen stable isotope data from rainfall manipulation experiments at the Jornada Basin LTER, 2011-2020

General Information
Data Package:
Local Identifier:knb-lter-jrn.210586001.9
Title:Temporal soil and foliar carbon and nitrogen stable isotope data from rainfall manipulation experiments at the Jornada Basin LTER, 2011-2020
Alternate Identifier:DOI PLACE HOLDER
Abstract:

As rainfall extremes are expected to increase in novel magnitude and frequency, especially in dryland regions, we asked how prolonged and directional shifts to water availability may affect ecosystem carbon and nitrogen dynamics. This data set includes foliar and soil carbon and nitrogen stable isotope and concentration data collected from multiple long-term rainfall manipulation experiments at the Jornada Basin LTER. Datasets also include rainfall data adjusted to rainfall manipulation intensities. Collection dates range from 5 to 14 years since the onset of experimental treatments. The primary plant species targeted for this study were the dominant grass, Bouteloua eriopoda, and the dominant shrub, Prosopis glandulosa.

Short Name:gc_isotope_data
Publication Date:2023-06-24
Language:English
For more information:
Visit: https://jrn.lternet.edu
Visit: DOI PLACE HOLDER

Time Period
Begin:
2011-06-01
End:
2020-09-30

People and Organizations
Contact:Information Manager (Jornada Basin LTER) [  email ]
Creator:Currier, Courtney (Arizona State University)
Creator:Sala, Osvaldo E (Arizona State University)
Creator:Reichmann, Lara (Arizona State University)
Associate:Sutter, Bryce (Arizona State University, technician)

Data Entities
Data Table Name:
Foliar carbon and nitrogen data
Description:
Foliar carbon and nitrogen data
Data Table Name:
Foliar carbon and nitrogen data EA-IRMS error report
Description:
Foliar carbon and nitrogen data EA-IRMS error report
Data Table Name:
Soil carbon and nitrogen data
Description:
Soil carbon and nitrogen data
Data Table Name:
Soil carbon and nitrogen data EA-IRMS error report
Description:
Soil carbon and nitrogen data EA-IRMS error report
Data Table Name:
Plot and treatment table
Description:
A table of all plots sampled in the study with information about Nitrogen and precipitation treatments applied.
Data Table Name:
Precipitation within the experiments
Description:
A table of effective precipitation treatment amounts for all experiments and treatments included in the study. Precipitation totals are derived from the EDI data package: knb-lter-jrn.210380001.740
Detailed Metadata

Data Entities


Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/210586001/9/e0b7eb3cd8953454acf75283f237946a
Name:Foliar carbon and nitrogen data
Description:Foliar carbon and nitrogen data
Number of Records:391
Number of Columns:30

Table Structure
Object Name:CNplants_clean_20221107.csv
Size:64243 byte
Authentication:c5fab9127349844c18a448a77e281a30 Calculated By MD5
Text Format:
Number of Header Lines:1
Number of Foot Lines:0
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Field Delimiter:,
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Table Column Descriptions
 traymonth_collectedyear_startedyear_collectedyear_analyzedexp_ageexperimentsample_IDplot_IDplant_IDC_pct_aveC_pct_sdC_pct_nC_pct_flagd13C_aved13C_sdd13C_nd13C_flagN_pct_aveN_pct_sdN_pct_nN_pct_flagd15N_aved15N_sdd15N_nd15N_flagCN_aveCN_sdCN_nCN_flag
Column Name:tray  
month_collected  
year_started  
year_collected  
year_analyzed  
exp_age  
experiment  
sample_ID  
plot_ID  
plant_ID  
C_pct_ave  
C_pct_sd  
C_pct_n  
C_pct_flag  
d13C_ave  
d13C_sd  
d13C_n  
d13C_flag  
N_pct_ave  
N_pct_sd  
N_pct_n  
N_pct_flag  
d15N_ave  
d15N_sd  
d15N_n  
d15N_flag  
CN_ave  
CN_sd  
CN_n  
CN_flag  
Definition:IRMS sample tray identifier (to cross check with error report sheet)Month that the experiment was sampled for leavesYear experimental treatments startedYear sample was collectedYear laboratory analyses were conducted Age of the experiment at the time of sampling (year_sampled-year_started)Experiment identifierUnique sample identifierPlot identifierPlant identifier%C by sample weight Standard deviation of sample %CNumber of analytical replicatesDid this sample pass QA/QC? Stable carbon isotope ratio, normalized by internal standards and standardized to VPDBStandard deviation of sample d13CNumber of analytical replicatesDid this sample pass QA/QC? %N by sample weight Standard deviation of sample %NNumber of analytical replicatesDid this sample pass QA/QC? Stable nitrogen isotope ratio, normalized by internal standards and standardized to AirStandard deviation of sample d15NNumber of analytical replicatesDid this sample pass QA/QC? Molar C:N ratioStandard deviation of sample C:NNumber of analytical replicatesDid this sample pass QA/QC?
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Code Definition
CodeDroughtNet
DefinitionDroughtNet distributed coordinated drought experiment and the Jornada
Source
Code Definition
CodeLTREB1
DefinitionLTREB 1 experiment ("Ecosystem Responses to Long-Term Changes in Water and Nitrogen Availability" or "Long-Term" project. Jornada study 349)
Source
Code Definition
CodeLTREB2
DefinitionLTREB 2 experiment ("Water Availability Controls on Above-Belowground Productivity Partitioning: Plant Response versus Herbivory" project. Jornada study 456)
Source
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Code Definition
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DefinitionProsopis glandulosa
Source
Code Definition
CodeBOER4
DefinitionBouteloua eriopoda
Source
Code Definition
CodeGUSA2
DefinitionGutierrezia sarothrae
Source
Code Definition
CodeARPU9
DefinitionAristida purpurea
Source
Code Definition
CodeSPFL2
DefinitionSporobolus flexuosus
Source
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Accuracy Report:                                                            
Accuracy Assessment:                                                            
Coverage:                                                            
Methods:                                                            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/210586001/9/09b487ca08536e6a1cb18349a5120695
Name:Foliar carbon and nitrogen data EA-IRMS error report
Description:Foliar carbon and nitrogen data EA-IRMS error report
Number of Records:68
Number of Columns:34

Table Structure
Object Name:CNplants_errorReport_20221107_abserror.csv
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Table Column Descriptions
 trayyear_collectedyear_analyzedstandard_IDC_pct_aveC_pct_sdC_pct_nC_pct_error_aveC_pct_error_sdC_pct_error_nC_pct_flagknown_d13Cd13C_aved13C_sdd13C_nd13C_error_aved13C_error_sdd13C_error_nd13C_flagN_pct_aveN_pct_sdN_pct_nN_pct_error_aveN_pct_error_sdN_pct_error_nN_pct_flagknown_d15Nd15N_aved15N_sdd15N_nd15N_error_aved15N_error_sdd15N_error_nd15N_flag
Column Name:tray  
year_collected  
year_analyzed  
standard_ID  
C_pct_ave  
C_pct_sd  
C_pct_n  
C_pct_error_ave  
C_pct_error_sd  
C_pct_error_n  
C_pct_flag  
known_d13C  
d13C_ave  
d13C_sd  
d13C_n  
d13C_error_ave  
d13C_error_sd  
d13C_error_n  
d13C_flag  
N_pct_ave  
N_pct_sd  
N_pct_n  
N_pct_error_ave  
N_pct_error_sd  
N_pct_error_n  
N_pct_flag  
known_d15N  
d15N_ave  
d15N_sd  
d15N_n  
d15N_error_ave  
d15N_error_sd  
d15N_error_n  
d15N_flag  
Definition:IRMS sample tray identifier (to cross check with error report sheet)Year sample was collectedYear laboratory analyses were conducted Standard reference material%C by sample weight Standard deviation of sample %CNumber of analytical replicatesMean of absolute values of residual error of standard reference material ((known ug C – measured ug C)*100/known ug C)Standard deviation of residual error of standard reference materialsNumber of replicatesDid this standard pass QA/QC? Adherence is defined as a C_pct_error_ave < 10%Known d13C values for standard reference materials Stable carbon isotope ratio, normalized by internal standards and standardized to VPDBStandard deviation of sample d13CNumber replicatesMean of absolute values of residual error of standard reference material (known d13C – measured d13C)Standard deviation of absolute values of residual error of standard reference material (known d13C – measured d13C)Number of replicatesDid this standard pass QA/QC? Adherence is defined as a d13C_error_ave < 0.2‰ for plant and glycine standards %N by standard weight Standard deviation of standard %NNumber of analytical replicatesMean of absolute values of residual error of standard reference material ((known ug N – measured ug N)*100/known ug N)Standard deviation of residual error of standard reference materialsNumber of replicatesDid this standard pass QA/QC? Adherence is defined as a N_pct_error_ave < 10%Known d15N values for standard reference materials Stable carbon isotope ratio, normalized by internal standards and standardized to AirStandard deviation of sample d15NNumber replicatesMean of absolute values of residual error of standard reference material (known d15N – measured d15N)Standard deviation of absolute values of residual error of standard reference material (known d15N – measured d15N)Number of replicatesDid this standard pass QA/QC? Adherence is defined as a d15N_error_ave < 0.2‰ for plant and glycine standards
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Measurement Type:nominaldateTimedateTimenominalratioratioratioratioratiorationominalratioratioratioratioratioratiorationominalratioratioratioratioratiorationominalratioratioratioratioratioratiorationominal
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Code Definition
CodeNIST 1573a
DefinitionTomato leaves (NIST 1573a) isotopic standard
Source
Code Definition
Codeglycine mid
DefinitionGlycine (mid) isotopic standard
Source
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Code0
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Missing Value Code:        
CodeNA
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Accuracy Report:                                                                    
Accuracy Assessment:                                                                    
Coverage:                                                                    
Methods:                                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/210586001/9/fb9562f561a831fd10492c54ff859e5d
Name:Soil carbon and nitrogen data
Description:Soil carbon and nitrogen data
Number of Records:476
Number of Columns:30

Table Structure
Object Name:CNsoil_clean_20221124.csv
Size:76435 byte
Authentication:f8973f92cff2281175089aeae8aabc75 Calculated By MD5
Text Format:
Number of Header Lines:1
Number of Foot Lines:0
Record Delimiter:\n
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Field Delimiter:,
Quote Character:"

Table Column Descriptions
 traymonth_collectedyear_startedyear_collectedyear_analyzedexp_ageexperimentsample_IDplot_IDsoil_depth_cmC_pct_aveC_pct_sdC_pct_nC_pct_flagd13C_aved13C_sdd13C_nd13C_flagN_pct_aveN_pct_sdN_pct_nN_pct_flagd15N_aved15N_sdd15N_nd15N_flagCN_aveCN_sdCN_nCN_flag
Column Name:tray  
month_collected  
year_started  
year_collected  
year_analyzed  
exp_age  
experiment  
sample_ID  
plot_ID  
soil_depth_cm  
C_pct_ave  
C_pct_sd  
C_pct_n  
C_pct_flag  
d13C_ave  
d13C_sd  
d13C_n  
d13C_flag  
N_pct_ave  
N_pct_sd  
N_pct_n  
N_pct_flag  
d15N_ave  
d15N_sd  
d15N_n  
d15N_flag  
CN_ave  
CN_sd  
CN_n  
CN_flag  
Definition:IRMS sample tray identifier (to cross check with error report sheet)Month that the experiment was sampled for leavesYear experimental treatments startedYear sample was collectedYear laboratory analyses were conducted Age of the experiment at the time of sampling (year_sampled-year_started)Experiment identifierUnique sample identifierPlot identifierDepth of soil sample%C by sample weight Standard deviation of sample %CNumber of analytical replicatesDid this sample pass QA/QC? Stable carbon isotope ratio, normalized by internal standards and standardized to VPDBStandard deviation of sample d13CNumber of analytical replicatesDid this sample pass QA/QC? %N by sample weight Standard deviation of sample %NNumber of analytical replicatesDid this sample pass QA/QC? Stable nitrogen isotope ratio, normalized by internal standards and standardized to AirStandard deviation of sample d15NNumber of analytical replicatesDid this sample pass QA/QC? Molar C:N ratioStandard deviation of sample C:N ratioNumber of analytical replicatesDid this sample pass QA/QC?
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Measurement Type:nominaldateTimedateTimedateTimedateTimerationominalnominalnominalnominalratioratiorationominalratioratiorationominalratioratiorationominalratioratiorationominalratioratiorationominal
Measurement Values Domain:
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Precision1
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Code Definition
CodeLTREB1
DefinitionLTREB 1 experiment ("Ecosystem Responses to Long-Term Changes in Water and Nitrogen Availability" or "Long-Term" project. Jornada study 349)
Source
Code Definition
CodeLTREB2
DefinitionLTREB 2 experiment ("Water Availability Controls on Above-Belowground Productivity Partitioning: Plant Response versus Herbivory" project. Jornada study 456)
Source
Code Definition
CodeDroughtNet
DefinitionDroughtNet distributed coordinated drought experiment and the Jornada
Source
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Definitionany text
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Code Definition
Code0-10
Definitionsampled 0-10 cm below surface
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Code Definition
Code10-20
Definitionsampled 10-20 cm below surface
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Code20-30
Definitionsampled 20-30 cm below surface
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Code30-40
Definitionsampled 30-40 cm below surface
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Definitionsampled 30-50 cm below surface
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Accuracy Report:                                                            
Accuracy Assessment:                                                            
Coverage:                                                            
Methods:                                                            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/210586001/9/58086ea79c922ef950a37bd1155a90b1
Name:Soil carbon and nitrogen data EA-IRMS error report
Description:Soil carbon and nitrogen data EA-IRMS error report
Number of Records:74
Number of Columns:34

Table Structure
Object Name:CNsoil_errorReport_20221124_abserror.csv
Size:10951 byte
Authentication:1d6cfd0ef0aa09f1d0b7b3d195702839 Calculated By MD5
Text Format:
Number of Header Lines:1
Number of Foot Lines:0
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Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 trayyear_collectedyear_analyzedstandard_IDC_pct_aveC_pct_sdC_pct_nC_pct_error_aveC_pct_error_sdC_pct_error_nC_pct_flagknown_d13Cd13C_aved13C_sdd13C_nd13C_error_aved13C_error_sdd13C_error_nd13C_flagN_pct_aveN_pct_sdN_pct_nN_pct_error_aveN_pct_error_sdN_pct_error_nN_pct_flagknown_d15Nd15N_aved15N_sdd15N_nd15N_error_aved15N_error_sdd15N_error_nd15N_flag
Column Name:tray  
year_collected  
year_analyzed  
standard_ID  
C_pct_ave  
C_pct_sd  
C_pct_n  
C_pct_error_ave  
C_pct_error_sd  
C_pct_error_n  
C_pct_flag  
known_d13C  
d13C_ave  
d13C_sd  
d13C_n  
d13C_error_ave  
d13C_error_sd  
d13C_error_n  
d13C_flag  
N_pct_ave  
N_pct_sd  
N_pct_n  
N_pct_error_ave  
N_pct_error_sd  
N_pct_error_n  
N_pct_flag  
known_d15N  
d15N_ave  
d15N_sd  
d15N_n  
d15N_error_ave  
d15N_error_sd  
d15N_error_n  
d15N_flag  
Definition:IRMS sample tray identifier (to cross check with error report sheet)Year sample was collectedYear laboratory analyses were conducted Standard reference material%C by sample weight Standard deviation of sample %CNumber of analytical replicatesMean of absolute values of residual error of standard reference material ((known ug C – measured ug C)*100/known ug C)Standard deviation of residual error of standard reference materialsNumber of analytical replicatesDid this standard pass QA/QC? Adherence is defined as a C_pct_error_ave < 10%Known d13C values for standard reference materials Stable carbon isotope ratio, normalized by internal standards and standardized to VPDBStandard deviation of sample d13CNumber of analytical replicatesMean of absolute values of residual error of standard reference material (known d13C – measured d13C)Standard deviation of absolute values of residual error of standard reference material (known d13C – measured d13C)Number of analytical replicatesDid this standard pass QA/QC? Adherence is defined as a d13C_error_ave < 0.3‰ for soil standard and < 0.2‰ for glycine%N by standard weight Standard deviation of standard %NNumber of analytical replicatesMean of absolute values of residual error of standard reference material ((known ug N – measured ug N)*100/known ug N)Standard deviation of residual error of standard reference materialsNumber of analytical replicatesDid this standard pass QA/QC? Adherence is defined as a N_pct_error_ave < 10%Known d15N values for standard reference materials Stable carbon isotope ratio, normalized by internal standards and standardized to AirStandard deviation of sample d15NNumber of analytical replicatesMean of absolute values of residual error of standard reference material (known d15N – measured d15N)Standard deviation of absolute values of residual error of standard reference material (known d15N – measured d15N)Number of analytical replicatesDid this standard pass QA/QC? Adherence is defined as a d15N_error_ave < 0.3‰ for soil standard and < 0.2‰ for glycine
Storage Type:float  
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integer  
float  
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integer  
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float  
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float  
float  
integer  
float  
float  
integer  
boolean  
float  
float  
float  
integer  
float  
float  
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boolean  
Measurement Type:ratiodateTimedateTimenominalratioratioratioratioratiorationominalratioratioratioratioratioratiorationominalratioratioratioratioratiorationominalratioratioratioratioratioratiorationominal
Measurement Values Domain:
Unitnumber
Typeinteger
FormatYYYY
Precision1
FormatYYYY
Precision1
Definitionany text
Unitpercent
Typeinteger
Unitpercent
Typereal
Unitnumber
Typeinteger
Unitpercent
Typereal
Unitpercent
Typereal
Unitnumber
Typeinteger
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Code1
DefinitionTrue
Source
Unitpermil
Typereal
Unitpermil
Typereal
Unitpermil
Typereal
Unitnumber
Typeinteger
Unitpermil
Typereal
Unitpermil
Typereal
Unitnumber
Typeinteger
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Code0
DefinitionFalse
Source
Unitpercent
Typereal
Unitpercent
Typereal
Unitnumber
Typeinteger
Unitpercent
Typereal
Unitpercent
Typereal
Unitnumber
Typeinteger
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Code1
DefinitionTrue
Source
Unitpermil
Typereal
Unitpermil
Typereal
Unitpermil
Typereal
Unitnumber
Typeinteger
Unitpermil
Typereal
Unitpermil
Typereal
Unitnumber
Typeinteger
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Code0
DefinitionFalse
Source
Missing Value Code:                                                                    
Accuracy Report:                                                                    
Accuracy Assessment:                                                                    
Coverage:                                                                    
Methods:                                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/210586001/9/32c02dd7bd8a296b161cab0116fde2f2
Name:Plot and treatment table
Description:A table of all plots sampled in the study with information about Nitrogen and precipitation treatments applied.
Number of Records:82
Number of Columns:4

Table Structure
Object Name:plot_list.csv
Size:1362 byte
Authentication:9e702dfbb880af47061756d0105be081 Calculated By MD5
Text Format:
Number of Header Lines:1
Number of Foot Lines:0
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 plot_IDN_trtppt_trtexperiment
Column Name:plot_ID  
N_trt  
ppt_trt  
experiment  
Definition:Plot identifierN treatmentPrecipitation treatmentExperiment identifier
Storage Type:string  
boolean  
string  
string  
Measurement Type:nominalnominalnominalnominal
Measurement Values Domain:
Definitionany text
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Code0
Definitionno ammonium nitrate fertilizer applied
Source
Code Definition
Code1
Definitionammonium nitrate fertilizer applied
Source
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Code0.2
Definition20% ambient precipitation (achieved with rainout shelter)
Source
Code Definition
Code0.5
Definition50% ambient precipitation (achieved with rainout shelter)
Source
Code Definition
Code1
Definitionambient precipitation (control)
Source
Code Definition
Code1.5
Definition150% ambient precipitation (achieved with supplemental irrigation)
Source
Code Definition
Code1.8
Definition180% ambient precipitation (achieved with supplemental irrigation)
Source
Definitionany text
Missing Value Code:        
Accuracy Report:        
Accuracy Assessment:        
Coverage:        
Methods:        

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/210586001/9/e0a13507c7ac9478b336a7a424da4316
Name:Precipitation within the experiments
Description:A table of effective precipitation treatment amounts for all experiments and treatments included in the study. Precipitation totals are derived from the EDI data package: knb-lter-jrn.210380001.740
Number of Records:19
Number of Columns:7

Table Structure
Object Name:precip_treatments.csv
Size:908 byte
Authentication:e1d0d7c047b6886fa60c81768a858639 Calculated By MD5
Text Format:
Number of Header Lines:1
Number of Foot Lines:0
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 year_startedyear_collectednearest_JER_RGppt_trtannual_precip_mmgrowing_precip_mmexperiment
Column Name:year_started  
year_collected  
nearest_JER_RG  
ppt_trt  
annual_precip_mm  
growing_precip_mm  
experiment  
Definition:Year experiment was startedYear sample was collectedNearest rain guage to the experimentPrecipitation treatmentAnnual precipitation totalGrowing season (June-September) precipitation totalExperiment identifier
Storage Type:dateTime  
dateTime  
string  
string  
float  
float  
string  
Measurement Type:dateTimedateTimenominalnominalratiorationominal
Measurement Values Domain:
FormatYYYY
Precision1
FormatYYYY
Precision1
Definitionany text
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Code1.5
Definition150% ambient precipitation (achieved with supplemental irrigation)
Source
Code Definition
Code0.2
Definition20% ambient precipitation (achieved with rainout shelter)
Source
Code Definition
Code0.5
Definition50% ambient precipitation (achieved with rainout shelter)
Source
Code Definition
Code1
Definitionambient precipitation (control)
Source
Code Definition
Code1.8
Definition180% ambient precipitation (achieved with supplemental irrigation)
Source
Unitmillimeter
Typereal
Unitmillimeter
Typereal
DefinitionanyText
Missing Value Code:              
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:
LTER Core Research Areasinorganic nutrients, organic matter
LTER Controlled Vocabulary v1grasslands, nitrogen, nutrient cycling, plants, precipitation, soil, stable isotopes
nonedryland
Jornada Basin project namesLTREB global change, study 586
Jornada Basin place namesPasture 13

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:
# Experimental design Rainfall manipulation treatments commenced in multiple years and spanned a range of experimental durations at the time of field sampling, from 4 years to 14 years. Plot size depended on the experiment, either 2.5 x 2.5 m or 2.5 x 5.0 m. Most plots contained patches of B. eriopoda, except drought treatments in the older experiments where herbaceous patches exhibited mortality. Most plots also contained a central Prosopis shrub except one experiment (\"LTREB2\"), which excluded Prosopis from the original design. Treatment levels depended on the experiment; all experimental plots had control plots that received ambient rainfall with no rainout shelter or irrigation system. Water treatments were achieved using rainout shelters that decreased incoming precipitation by 50% or 80% and automated irrigation systems that simultaneously applied 50% or 80% of incoming precipitation. During precipitation events, shelters intercepted and redirected incoming rainfall to a PVC irrigation system connected to sprinklers surrounding +50% or +80% treatment plots by means of a solar-powered pump. Manipulation intensities were based on extremes of historical precipitation data for the region. Monthly precipitation sums were obtained from Jornada Basin LTER meteorological stations, available on the Environmental Data Initiative, nearest to the experimental plots (Thatcher and Bestelmeyer 2021), summed over the growing season (June-September), and then adjusted according to the rainfall manipulation treatment. The range of growing season precipitation amount achieved experimentally was 11-206 mm over the experimental years. We present precipitation amount as a continuous variable for our results due to the multi-year, multi-treatment nature of our study design. Some years were considerably drier than others were, and the rainfall amount received is more biologically meaningful to consider as a variable than categorical treatments. Refer to the included \"precip_treatments.csv\" table for a information about the effective precipitation amounts in all experiments and treatments included in this study. ![Table 1: description of experimental design and treatments for the samples analyzed in this study.]('precip_treatments_methodstable.png') # Field sampling and stable isotope analyses Field collection of leaves and soils for isotopic analyses took place during peak biomass months following the summer monsoon: August 2011, September 2012, September 2018, and September 2020. Leaves were collected from three Bouteloua patches (when possible; some drought plots had zero Bouteloua cover) and the central Prosopis shrub (if present). Specifically, the leaves were collected from the four cardinal directions and the center (54). Surface soil samples (0-10 cm) were collected using 2.54 cm diameter soil corer and composited from five sub-plot samples that were representative of the general ground cover of the plot, ranging from bare ground to underneath dominant plant patches. Soil samples were then passed through a 2 mm sieve. Foliar and soil samples were subsequently dried at 70°C for 48 h and ground into a fine powder using a Desktop High Energy Vibratory Ball Mill (VQ-N ball mill Thomas Scientific) for foliar samples and a mortar and pestle for soil samples. The stainless grinding tools were carefully cleaned with ethanol between each sample. Foliar samples were encapsulated in 4 x 6 mm tins while soil samples were encapsulated in 5 x 9 mm tins. All 2011 and 2012 samples were run on a GVI IsoPrime and an Elementar Cube elemental analyzer at the Boston University Stable Isotope Laboratory. QA/QC procedures for the BU Stable Isotope Lab may be found here: https://www.bu.edu/sil/quality/. One analytical replicate was run per 10 samples, and any anomalous results were rerun. In-house standards of peptone and glycine calibrated to USGS 40 and 41 were alternately analyzed after every 15 unknown samples. All 2018 and 2020 samples were run in analytical triplicates and flash combusted with a coupled continuous-flow elemental analyzer-isotope ratio mass spectrometer system consisting of a Costech EA interfaced to a Delta Advantage peripheral at the METAL Core Laboratory of Arizona State University. Calibration curves for 2018 and 2020 plant samples were built using tomato leaves (NIST 1573a) and for 2018 and 2020 soils using low-nitrogen Montana soil (NIST 2711). In-house glycine standards calibrated to USGS 40 and 41 were analyzed after every third unknown sample and at the beginning and end of each run. Standards and unknowns were corrected for linearity, and unknowns were normalized to isotopic values of standard reference materials using a two-point calibration curve of in-house standards calibrated to USGS 40 and 41 standard reference materials. Stable isotope nitrogen ratios are standardized to atmospheric air and expressed in permil (‰) as: $$\delta = \frac{R_{sa}}{R_{std} - 1}$$ Where _Rsa_ is the molar 15N/14N isotopic ratio of the sample and _Rstd_ is the molar isotopic ratio of atmospheric air (0.0036765). _Please note: This dataset does not include a thorough analysis of any carbon data, and all soil carbon data should be interpreted with caution as carbonates were NOT removed before analysis._ All standards and unknown samples presented in this manuscript underwent quality assessment and quality control. Acceptable accuracy of tomato leaf standards and in-house glycine or peptone standards was defined as having a residual error of ≤ 0.2‰. Acceptable accuracy of the low-nitrogen Montana soil standard was defined as having a residual error of ≤ 0.3‰. Acceptable precision for all standards was defined as having a standard deviation of ≤ 0.2‰. A blank (empty tin cup) was included at the beginning of each analytical run for all 2011, 2012, and 2018 plants and soils, and after every 5-8 unknown samples for 2020 soils. Unknown samples adhered to QA/QC when samples fell within the standard calibration range and exhibited a standard deviation among analytical replicates of ≤ 0.2‰. If unknowns had a standard deviation > 0.2‰, an attempt to meet QA/QC requirements was first conducted by removing one outlier replicate, reducing the number of analytical replicates to 2. If this did not resolve the precision measurement, the sample was flagged, re-ground, and re-run on the IRMS. Any data that remained flagged after re-running were discarded from the final data set. ## Provenance This dataset contains provenance metadata. See below for data sources.
Data Source
Monthly precipitation data from a network of standard gauges at the Jornada Experimental Range (Jornada Basin LTER) in southern New Mexico, January 1916 - ongoing

People and Organizations

Publishers:
Organization:Environmental Data Initiative
Email Address:
info@edirepository.org
Web Address:
https://edirepository.org
Id:https://ror.org/0330j0z60
Creators:
Individual: Courtney Currier
Organization:Arizona State University
Id:https://orcid.org/0000-0002-7617-239X
Individual: Osvaldo E Sala
Organization:Arizona State University
Id:https://orcid.org/0000-0003-0142-9450
Individual: Lara Reichmann
Organization:Arizona State University
Id:https://orcid.org/0000-0002-9737-7300
Contacts:
Organization:Jornada Basin LTER
Position:Information Manager
Phone:
575-322-2430
Email Address:
jornada.data@nmsu.edu
Web Address:
https://lter.jornada.nmsu.edu/information-management/
Associated Parties:
Individual: Bryce Sutter
Organization:Arizona State University
Role:technician
Metadata Providers:
Organization:Jornada Basin LTER
Position:Jornada Basin LTER program
Address:
P.O. Box 30003; MSC 3JER New Mexico State University,
Las Cruces, NM 88003-8003 USA
Email Address:
jornada.lter@nmsu.edu
Web Address:
https://lter.jornada.nmsu.edu
Id:https://ror.org/05976ta47

Temporal, Geographic and Taxonomic Coverage

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

Time Period
Begin:
2011-06-01
End:
2020-09-30
Geographic Region:
Description:Basin Floor: Study occurred in the basin floor geomorphic zone in the Jornada Basin. More precise geographic coordinates for this study may be requested from the JRN LTER Data Manager (jornada.data@nmsu.edu).
Bounding Coordinates:
Northern:  32.749487Southern:  32.473173
Western:  -106.872883Eastern:  -106.692716
Taxonomic Range:
Classification:
Rank Name:kingdom
Rank Value:Plantae
Classification:
Rank Name:phylum
Classification:
Rank Name:class
Rank Value:Magnoliopsida
Classification:
Rank Name:order
Rank Value:Fabales
Classification:
Rank Name:family
Rank Value:Fabaceae
Classification:
Rank Name:genus
Rank Value:Prosopis
Classification:
Rank Name:specificEpithet
Rank Value:glandulosa
Classification:
Rank Name:kingdom
Rank Value:Plantae
Classification:
Rank Name:phylum
Classification:
Rank Name:class
Rank Value:Magnoliopsida
Classification:
Rank Name:order
Rank Value:Asterales
Classification:
Rank Name:family
Rank Value:Asteraceae
Classification:
Rank Name:genus
Rank Value:Gutierrezia
Classification:
Rank Name:specificEpithet
Rank Value:sarothrae
Classification:
Rank Name:kingdom
Rank Value:Plantae
Classification:
Rank Name:phylum
Classification:
Rank Name:class
Rank Value:Magnoliopsida
Classification:
Rank Name:order
Rank Value:Poales
Classification:
Rank Name:family
Rank Value:Poaceae
Classification:
Rank Name:genus
Rank Value:Aristida
Classification:
Rank Name:specificEpithet
Rank Value:purpurea
Classification:
Rank Name:kingdom
Rank Value:Plantae
Classification:
Rank Name:phylum
Classification:
Rank Name:class
Rank Value:Magnoliopsida
Classification:
Rank Name:order
Rank Value:Poales
Classification:
Rank Name:family
Rank Value:Poaceae
Classification:
Rank Name:genus
Rank Value:Bouteloua
Classification:
Rank Name:specificEpithet
Rank Value:eriopoda
Classification:
Rank Name:kingdom
Rank Value:Plantae
Classification:
Rank Name:phylum
Classification:
Rank Name:class
Rank Value:Magnoliopsida
Classification:
Rank Name:order
Rank Value:Poales
Classification:
Rank Name:family
Rank Value:Poaceae
Classification:
Rank Name:genus
Rank Value:Sporobolus
Classification:
Rank Name:specificEpithet
Rank Value:flexuosus

Project

Parent Project Information:

Title:LTREB Global Change experiments at Jornada Basin LTER
Personnel:
Individual:Dr. Osvaldo Sala
Address:
School of Life Sciences and School of Sustainability,
Arizona State University,
Tempe, AZ 85287 United States
Phone:
480-965-4120 (voice)
Email Address:
osvaldo.sala@asu.edu
Role:Principal Investigator (LTREB)
Individual:Dr. Niall Hanan
Address:
P.O. Box 30003, MSC 3JER,
New Mexico State University,
Las Cruces, NM 88003-8003 United States
Phone:
575-646-3335 (voice)
Email Address:
nhanan@nmsu.edu
Role:Principal Investigator (LTER)
Abstract:

The Global Change experiments in the Jornada Basin consist of controlled, long-term experiments designed to uncover what causes changes in grasslands with enough confidence to predict their future as they begin to experience conditions never seen before. The project expands on decade-long field experiments in which rainfall amount and variability were manipulated over multi-year timescales. Results from these experiments will yield new understanding that will provide guidance to managers of drylands in the Southwest United States, and around the world. The project is funded by the US National Science Foundation (NSF) Long Term Research in Environmental Biology, or LTREB, program.

The Global Change experiments occur in coordination with the Jornada Basin Long-Term Ecological Research program (JRN LTER). JRN LTER is part of a national network of long-term ecological research sites funded by the US National Science Foundation (NSF). The Jornada LTER program has been continuously funded since 1982 (Current NSF award: DEB-2025166) to develop general principles governing changes between grassland and shrubland ecosystems based on long-term data collected in the Chihuahuan Desert. We translate our findings to dryland ecosystems around the world, and forecast the dynamics of future ecosystem states in response to changing climate and land use.

Additional Award Information:
Funder:National Science Foundation
Funder ID:https://ror.org/05976ta47
Number:1754106
Title:LTREB: Long-term ecosystem responses to directional changes in precipitation amount and variability in an arid grassland
URL:https://www.nsf.gov/awardsearch/showAward?AWD_ID=1754106
Additional Award Information:
Funder:National Science Foundation
Funder ID:https://ror.org/05976ta47
Number:2025166
Title:LTER: Long –Term Research at the Jornada Basin (LTER VII)
URL:https://www.nsf.gov/awardsearch/showAward?AWD_ID=2025166
Additional Award Information:
Funder:National Science Foundation
Number:DEB 1832194
Title:Prior award: LTER: Long - Term Research at the Jornada Basin (LTER VII)
Additional Award Information:
Funder:National Science Foundation
Number:DEB 1235828
Title:Prior award: LTER: Long-Term Research at the Jornada Basin (LTER-VI)
Additional Award Information:
Funder:National Science Foundation
Number:DEB 0618210
Title:Prior award: Jornada Basin LTER V: Landscape Linkages in Arid and Semiarid Ecosystems

Maintenance

Maintenance:
Description:ongoing
Frequency:asNeeded
Other Metadata

Additional Metadata

additionalMetadata
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        |     |     |     |  \___attribute 'id' = 'millimeter'
        |     |     |     |  \___attribute 'multiplierToSI' = '0.001'
        |     |     |     |  \___attribute 'name' = 'millimeter'
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        |     |     |     |  \___attribute 'unitType' = 'volume'
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        |     |     |     |___text '\n          '
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        |     |     |     |     |___text 'a designation asserting the absence of an associated unit'
        |     |     |     |___text '\n        '
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        |     |     |     |  \___attribute 'abbreviation' = '%'
        |     |     |     |  \___attribute 'id' = 'percent'
        |     |     |     |  \___attribute 'multiplierToSI' = '1'
        |     |     |     |  \___attribute 'name' = 'percent'
        |     |     |     |  \___attribute 'parentSI' = 'dimensionless'
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        |     |     |     |___text '\n          '
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        |     |     |     |     |___text 'percent, one part per hundred parts. a decimal ratio multipled by 100'
        |     |     |     |___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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