Data Package Metadata   View Summary

CDRRC growing season aridity and grazing season vegetation production data

General Information
Data Package:
Local Identifier:knb-lter-jrn.200046001.3
Title:CDRRC growing season aridity and grazing season vegetation production data
Alternate Identifier:DOI PLACE HOLDER
Abstract:

Growing season aridity and livestock grazing seasonality can influence primary productivity of perennial grasses in dryland systems. For this study, we used a long-term dataset (1967-2004) to investigate the independent and joint effects of growing season aridity (De Martonne aridity index calculated for the months of June through September) and grazing season (yearlong continuous, fall, winter/spring, or summer season grazing) on the mean annual primary productivity (kg per hectare) of the perennial grasses Bouteloua eriopoda (black grama), Aristida spp. (threeawn), and Sporobolus spp. (dropseed) in a southwestern United States Chihuahuan Desert rangeland system. Biomass data were collected from 78 permanent sampling transects that were within one mile (1609.34 m) distance to water. Over the 37-year study period, total perennial grass productivity decreased as aridity increased, but the extent of this relationship depended upon season of grazing and specific grass taxon. Aridity-related decreases in total perennial grass productivity were most severe in the summer and fall summer seasonal grazing pastures, primarily due to inherently low black grama levels. Our findings indicate that over time, summer and fall grazing can potentially exacerbate the negative effects of increasing aridity on perennial grass productivity.

Publication Date:2022-08-15
Language:English
For more information:
Visit: https://jrn.lternet.edu
Visit: DOI PLACE HOLDER

Time Period
Begin:
1967-09-01
End:
2004-11-30

People and Organizations
Contact:Jornada Information Manager (USDA-ARS Jornada Experimental Range) [  email ]
Creator:Schroeder, Ryan W.R. (New Mexico State University)
Creator:McIntosh, Matt M (New Mexico State University)
Creator:Lasche, Sophia (New Mexico State University)
Creator:Lucero, Jacob (University of Montana)
Creator:Spiegal, Sheri (USDA-ARS Jornada Experimental Range, Research Rangeland Management Specialist)
Creator:Funk, Micah P (New Mexico State University)
Creator:Beck, Reldon F (New Mexico State University)
Creator:Holechek, Jerry L. (New Mexico State University)
Creator:Faist, Akasha M (New Mexico State University; University of Montana)
Associate:,  (Jornada Experimental Range LTAR (USDA-ARS), funding agency)
Associate:,  (Howard Hughes Medical Institute, funding agency)
Associate:,  (USDA-NRCS New Mexico State Office, funding agency)

Data Entities
Data Table Name:
Biomass data set
Description:
Biomass data collected with De Martonne Aridity Index data included
Data Table Name:
Precipitation data set
Description:
Precipitation data
Data Table Name:
Summary of climate data
Description:
Summary table of annual and seaonal precipitation, temperature, and aridity data
Detailed Metadata

Data Entities


Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/200046001/3/9e69ec07fc3a797dc55cdcb31f3050c0
Name:Biomass data set
Description:Biomass data collected with De Martonne Aridity Index data included
Number of Records:2823
Number of Columns:15

Table Structure
Object Name:Lasche_2022_BiomassDataset.csv
Size:270923 byte
Authentication:74f3f95f655ee6cf41907cdfd7641b9b 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 (Numerically)PastureTransectPasture and TransectBouteloua eriopoda biomassSporobolous spp biomassAristida spp biomassTotal perennial grass biomassTotal annual grass biomassAnnual aridityGrowing season ariditySquare-root transformed BOER biomassSquare-root transformed SPOR biomassSquare-root transformed ARLO biomassSquare-root transformed TOTAL biomass
Column Name:YEAR  
PAST  
TRANS  
PAST_TRANS  
BOER.P  
SPOR.P  
ARLO.P  
TOTAL  
ANNUAL  
ARID_ANNUAL  
ARID_GS  
BOER.P.sqrt  
SPOR.P.sqrt  
ARLO.P.sqrt  
TOTAL.P.sqrt  
Definition:Year the data was collectedPasture nameTransect Name (200 ft long)Unique, categorical identifier for each transect (sample unit) in each pasture, as there are repeated names for transects in different pasturesBouteloua eriopoda (black grama) biomass measured in kg/haSporobolous spp (dropseed) biomass measured in kg/haAristida spp (threeawn) biomass measured in kg/haTotal perennial grass biomass measured in kg/ha. Sum of BOER.P, SPOR.P, and ARLO.P.Total annual grass biomass measured in kg/ha. All annual plant species were lumped for this value.Annual aridity using the De Martonne Aridity IndexGrowing season aridity using the De Martonne Aridity IndexSquare root of BOER biomass kg/haSquare root of SPOR biomass kg/haSquare root of ARLO biomass kg/haSquare root of TOTAL biomass kg/ha
Storage Type:dateTime  
string  
string  
string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimenominalnominalnominalratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY
Precision1
Allowed Values and Definitions
Enumerated Domain 
Code Definition
Code15
DefinitionPasture with yearlong grazing
Source
Code Definition
CodeN
DefinitionPasture with winter-spring grazing
Source
Code Definition
CodeS
DefinitionPasture wtih summer grazing
Source
Code Definition
CodeW
DefinitionPasture with fall grazing
Source
Definitionany text
Definitionany text
UnitkilogramPerHectare
Typereal
UnitkilogramPerHectare
Typereal
UnitkilogramPerHectare
Typereal
UnitkilogramPerHectare
Typereal
UnitkilogramPerHectare
Typereal
UnitannualDMAridityIndex
Typereal
UnitmonthlyDMAridityIndex
Typereal
UnitsquarerootKilogramPerHectare
Typereal
UnitsquarerootKilogramPerHectare
Typereal
UnitsquarerootKilogramPerHectare
Typereal
UnitsquarerootKilogramPerHectare
Typereal
Missing Value Code:                              
Accuracy Report:                              
Accuracy Assessment:                              
Coverage:                              
Methods:                              

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/200046001/3/eb69568476acda8ea60f4a1c705097ee
Name:Precipitation data set
Description:Precipitation data
Number of Records:444
Number of Columns:3

Table Structure
Object Name:Lasche_2022_PrecipDataset.csv
Size:8614 byte
Authentication:964d212626fb9ab5470834ce311d1f84 Calculated By MD5
Text Format:
Number of Header Lines:1
Number of Foot Lines:0
Record Delimiter:\n
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Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 Year (Numerically)Month (Numerically)Precipitation (mm)
Column Name:year  
month  
precip  
Definition:Year data was collectedMonth data was collectedPrecipitation measured in millimeters
Storage Type:dateTime  
dateTime  
float  
Measurement Type:dateTimedateTimeratio
Measurement Values Domain:
FormatYYYY
Precision1
FormatMM
Precision1
Unitmillimeter
Typereal
Missing Value Code:      
Accuracy Report:      
Accuracy Assessment:      
Coverage:      
Methods:      

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-jrn/200046001/3/739f9468a6e449a02fb6bec4030a4711
Name:Summary of climate data
Description:Summary table of annual and seaonal precipitation, temperature, and aridity data
Number of Records:37
Number of Columns:7

Table Structure
Object Name:Lasche_2022_ClimateSummary.csv
Size:3622 byte
Authentication:0e5e3cb14b68a4d18209b0a7528c4a1b 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 (Numerically)Average annual precipitation (mm)Average annual temperature (C)Average annual precipitation for the growing season (mm)Average annual temperature for the growing season (C)Annual aridityGrowing season aridity
Column Name:year  
avg_precip  
avg_temp  
avg_precip_june_sept  
avg_temp_june_sept  
ann_aridity  
grow_season_aridity  
Definition:Year data was collectedAverage annual precipitation measured in millimetersAverage annual temperature in celsiusAverage annual precipitation during the growing season (June-September) measured in millimetersAverage annual temperature during the growing season (June-Sept) in celsiusAnnual aridity using the De Martonne Aridity IndexAnnual aridity using the De Martonne Aridity Index
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY
Precision1
Unitmillimeter
Typereal
Unitcelsius
Typereal
Unitmillimeter
Typereal
Unitcelsius
Typereal
UnitannualDMAridityIndex
Typereal
UnitannualDMAridityIndex
Typereal
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 AreasLand Use and Land Cover Change, Primary Production
nonearidity
Jornada Basin LTER dataset keywordsManagement Practices, Plant-Animal Interactions, long-term
Jornada Basin place namesCDRRC
USDA National Ag Library's Agricultural Thesaurusperennial grasses, rangelands

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:

Growing season aridity was calculated using a long-term dataset collected at the CDRRC from 1967-2004 (as described by Beck et al. 2007). We analyzed the De Martonne Aridity Index for the mean monthly precipitation (mm) and temperature (°C) over the four months of June, July, August, and September (Equation 2). For a given year, the Growing Season Aridity Index was calculated by taking the mean monthly precipitation (June through September, divided by four) and dividing by the mean monthly temperature (June through September, divided by four) plus 10. Similar to the annual De Martonne aridity Index, when presented, high Growing Season De Martonne aridity (GS IDM) scores indicate cooler and wetter growing seasons, and lower aridity scores indicate hotter and drier conditions. Thus, high GS IDM scores demonstrate low growing season aridity, and low GS IDM scores high growing season aridity.

For this study, cattle were rotated through four pastures in 1967-2004 (Beck et al., 2007). Cattle were rotated through the pastures depending on four assigned seasonality treatments: 1) a yearlong grazing pasture (1267 ha), 2) a winter-spring grazing pasture (508 ha), 3) a fall grazing pasture (670 ha), and 4) a summer grazing pasture (494 ha; Fig. 2). The yearlong pasture was grazed continuously every year. The summer pasture was grazed from June to the middle of September. The fall pasture was grazed from the middle of September to the end of December. The winter/spring pasture was grazed from January to late June (Fig. 2). To keep stocking rates similar across the grazing season treatments, the number of cows in a pasture for a 3-month grazing season was 4-fold greater than the number of cows in the yearlong pasture.

Cattle used in the study from 1967 to 1971 were Hereford; Brangus cattle herds were used from 1972 to 1992. A mixed herd (different breeds) was used from 1992 through 2004, and no cattle grazed the pastures in 1995 and 1996 due to drought and poor forage conditions. At the beginning of the study, stocking rates were established at a conservative rate and herd sizes were monitored to adjust to changing conditions. Stocking rate increased in the 1980’s when perennial productivity increased due to increased rainfall. Each pasture was grazed conservatively to attempt to meet similar utilization rates on the dominant perennial grasses for the respective year and stocking density was standardized across pastures to account for pasture size differences. If the number of cattle in any pasture was adjusted, due to forage limitations or other phenomenon (e.g. sick cows needing to be removed), the number of cattle was also adjusted in the other pastures to maintain a standard number of animal units. Cattle stocking rates were based on previous year’s perennial grass production and maintaining a bull-cow ratio.

In each pasture and grazing treatment, the west end of an individual transect was randomly located and then laid out due east from the starting point. The original study included 220 total transects, however for this study, a total of 78, 61m (200 ft) permanent transects were established and scaled to the size of the pasture: 35 transects in the yearlong pasture, 20 transects in the winter-spring pasture, 12 transects in the summer pasture, and 11 transects in the fall pasture (Fig. 2). The yearlong and fall pastures shared a fence line water source (32°34’46.3”N 106°55’19.1”W) as did the winter-spring and summer pastures (32°35’11.8”N 106°52’23.0”W; Fig. 2). To reduce the confounding influence of distance from water, we focused only on transects within 1609.34 meters (1 mile; the point at which livestock grazing use begins to diminish) of drinkers thus reducing transect totals from 220 to 78 in total. For comparison purposes across vegetation and soil characteristics, the four pastures, and associated transects, fell within similar ecological sites and states.

Perennial grass productivity (kg/ha) was measured annually at the end of each growing season in mid-September through mid-October, 1967-2002 and 2004. To directly measure current year’s production, our three target species (black grama, threeawns, and dropseed that were taller than 2 cm) were clipped from five 0.3-m2 plots distributed every 12 m along each transect. To account for previous year’s impact of sampling, the plots were moved 1 meter in either direction from year to year. The clipped biomass was then dried for seventy-two hours at 66°C. After the biomass samples had been dried, they were weighed and averaged at the transect level. Accordingly, our biomass measurements are reported as kilograms of dry matter (DM) per hectare (kg DM*ha-1). Following these protocols for the duration of the 37-year study, vegetation baseline conditions, as well as their variability over time were able to be assessed for total biomass (Fig 3 a) and our individual grass taxa (Fig 3 b-d).

Temperature data used for this study were derived from the following data set:

Wooton, E., National Weather Service, D. Thatcher, J. Anderson, and K. Havstad. 2022. Locally verified daily temperature and precipitation data from a NOAA weather station at USDA Jornada Experimental Range headquarters, southern New Mexico USA, 1914-2006 ver 81. Environmental Data Initiative. https://portal.edirepository.org/nis/mapbrowse?scope=knb-lter-jrn&identifier=210379001

Precipitation data used for this study are included as a data entity in this data package.

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: Ryan W.R. Schroeder
Organization:New Mexico State University
Address:
Las Cruces, NM U.S.A.
Email Address:
schroe44@nmsu.edu
Id:https://orcid.org/0000-0002-9297-7833
Individual: Matt M McIntosh
Organization:New Mexico State University
Address:
Las Cruces, NM 88003 U.S.A.
Email Address:
mattmac@nmsu.edu
Id:https://orcid.org/0000-0002-8957-8753
Individual: Sophia Lasche
Organization:New Mexico State University
Address:
Las Cruces, NM 88003 U.S.A.
Email Address:
slasche@nmsu.edu
Individual: Jacob Lucero
Organization:University of Montana
Address:
U.S.A.
Email Address:
lucero.jacob.e@gmail.com
Id:https://orcid.org/0000-0002-9535-5802
Individual: Sheri Spiegal
Organization:USDA-ARS Jornada Experimental Range
Position:Research Rangeland Management Specialist
Address:
P.O. Box 30003; MSC 3JER New Mexico State University,
Las Cruces, NM 88003-8003 U.S.A.
Email Address:
sheri.spiegal@usda.gov
Id:https://orcid.org/0000-0002-5489-9512
Individual: Micah P Funk
Organization:New Mexico State University
Address:
Las Cruces, NM U.S.A.
Email Address:
funkm@nmsu.edu
Id:https://orcid.org/0000-0002-2682-5364
Individual: Reldon F Beck
Organization:New Mexico State University
Address:
Las Cruces, NM U.S.A.
Email Address:
rfbeck63@outlook.com
Individual: Jerry L. Holechek
Organization:New Mexico State University
Address:
Las Cruces, NM U.S.A.
Email Address:
holechek@nmsu.edu
Individual: Akasha M Faist
Organization:New Mexico State University; University of Montana
Email Address:
afaist@nmsu.edu
Id:https://orcid.org/0000-0003-3553-2739
Contacts:
Organization:USDA-ARS Jornada Experimental Range
Position:Jornada Information Manager
Address:
P.O. Box 30003, MSC 3JER New Mexico State University,
Las Cruces, NM 88003-8003 USA
Phone:
575-646-1739
Email Address:
jornada.data@nmsu.edu
Web Address:
https://jornada.nmsu.edu/ltar/data/documentation
Associated Parties:
Organization:Jornada Experimental Range LTAR (USDA-ARS)
Address:
P.O. Box 30003, MSC 3JER New Mexico State University,
Las Cruces, NM 88003-8003 USA
Web Address:
https://jornada.nmsu.edu
Role:funding agency
Organization:Howard Hughes Medical Institute
Address:
4000 Jones Bridge Road,
Chevy Chase, MD 20815-6789 USA
Phone:
Web Address:
https://www.hhmi.org/
Role:funding agency
Organization:USDA-NRCS New Mexico State Office
Address:
100 Sun Avenue N.E., Suite 602,
Albuquerque, NM 87109 U.S.A.
Phone:
(505) 761-4400
Web Address:
https://www.nrcs.usda.gov/wps/portal/nrcs/main/nm/contact/
Role:funding agency
Metadata Providers:
Organization:Jornada Experimental Range LTAR (USDA-ARS)
Address:
P.O. Box 30003, MSC 3JER New Mexico State University,
Las Cruces, NM 88003-8003 USA
Web Address:
https://jornada.nmsu.edu

Temporal, Geographic and Taxonomic Coverage

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

Time Period
Begin:
1967-09-01
End:
2004-11-30
Geographic Region:
Description:Sites for Beck long term productivity study: Bounding box for the four pastures on the CDRRC where productivity data were collected
Bounding Coordinates:
Northern:  32.606261Southern:  32.555648
Western:  -106.948281Eastern:  -106.870716

Project

Parent Project Information:

Title:Jornada Experimental Range LTAR
Personnel:
Individual:Dr. Brandon Bestelmeyer
Address:
P.O. Box 30003, MSC 3JER,
New Mexico State University,
Las Cruces, NM 88003-8003 United States
Phone:
575-646-4842 (voice)
Email Address:
brandon.bestelmeyer@usda.gov
Role:Research Leader
Abstract:

The Jornada Experimental Range Long-Term Agroecosystems Research (LTAR) program is part of a national network of long-term agricultural and rangeland ecology research sites funded by the US Department of Agriculture (USDA). The Jornada Experimental Range is administered by the USDA-ARS (USDA Agricultural Research Service).

Funding:

The Jornada Experimental Range is supported by the USDA Long-Term Agroecosystem Research Network (CRIS# 3050-11210-009-00D)

Maintenance

Maintenance:
Description:No maintenance description provided.
Frequency:notPlanned
Other Metadata

Additional Metadata

additionalMetadata
        |___text '\n    '
        |___element 'metadata'
        |     |___text '\n      '
        |     |___element 'unitList'
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'abbreviation' = 'IaDM'
        |     |     |     |  \___attribute 'id' = 'annualDMAridityIndex'
        |     |     |     |  \___attribute 'name' = 'annualDMAridityIndex'
        |     |     |     |  \___attribute 'unitType' = 'aridity'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'The annual De Martonne Aridity Index: the ratio of precipitation and temperatures in an annual period. '
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'abbreviation' = 'C'
        |     |     |     |  \___attribute 'constantToSI' = '273.18'
        |     |     |     |  \___attribute 'id' = 'celsius'
        |     |     |     |  \___attribute 'multiplierToSI' = '1'
        |     |     |     |  \___attribute 'name' = 'celsius'
        |     |     |     |  \___attribute 'parentSI' = 'kelvin'
        |     |     |     |  \___attribute 'unitType' = 'temperature'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'A common unit of temperature'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'abbreviation' = 'kg/hectare'
        |     |     |     |  \___attribute 'id' = 'kilogramPerHectare'
        |     |     |     |  \___attribute 'multiplierToSI' = '0.0001'
        |     |     |     |  \___attribute 'name' = 'kilogramPerHectare'
        |     |     |     |  \___attribute 'parentSI' = 'kilogramPerMeterSquared'
        |     |     |     |  \___attribute 'unitType' = 'arealMassDensity'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'kilograms per hectare'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'abbreviation' = 'mm'
        |     |     |     |  \___attribute 'id' = 'millimeter'
        |     |     |     |  \___attribute 'multiplierToSI' = '0.001'
        |     |     |     |  \___attribute 'name' = 'millimeter'
        |     |     |     |  \___attribute 'parentSI' = 'meter'
        |     |     |     |  \___attribute 'unitType' = 'volume'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text '.001 meters'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'abbreviation' = 'ImDM'
        |     |     |     |  \___attribute 'id' = 'monthlyDMAridityIndex'
        |     |     |     |  \___attribute 'name' = 'monthlyDMAridityIndex'
        |     |     |     |  \___attribute 'unitType' = 'aridity'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'The monthly De Martonne Aridity Index: the ratio of precipitation and temperatures in an monthly period. '
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'abbreviation' = 'sqrt(kg/ha)'
        |     |     |     |  \___attribute 'id' = 'squarerootKilogramPerHectare'
        |     |     |     |  \___attribute 'name' = 'squarerootKilogramPerHectare'
        |     |     |     |  \___attribute 'parentSI' = 'kilogramPerHectare'
        |     |     |     |  \___attribute 'unitType' = 'arealMassDensity'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'square root of kilograms per hectare'
        |     |     |     |___text '\n        '
        |     |     |___text '\n      '
        |     |___text '\n    '
        |___text '\n  '

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