The focus of this study was to quantify the effects of foliage removal by cattle on plant net primary productivity (NPP). The Vegetation Biomass, Production and Consumption at Selected Sites Data Set contains mean values and their variances. During the growing season of 1987, portable cattle exclosures were used to quantify above-ground plant biomass dynamics at each of four sites. All sites had been grazed each year and burned frequently during the preceding 10 years. Biomass was measured inside portable exclosures, outside exclosures (in unprotected vegetation), and inside permanent exclosures. Exclosures were moved to previously unsampled locations within a distance of 10 m after samples were obtained, and these remained in place until the next sampling date.
Plant Biomass/Production/Consump. (FIFE)
(Vegetation Biomass, Production and Consumption at Selected Sites).
The Vegetation Biomass, Production and Consumption at Selected Sites Data Set contains mean biomass values and their variances. The focus of this study was to quantify the effects of foliage removal by cattle on plant net primary productivity (NPP).
Not available at this revision.
Grass dry weight, non-grass dry weight, total biomass, grass production, non-grass production, grass consumption, non-grass consumption, cumulative grass production, and cumulative grass consumption.
During the growing season of 1987, 10 1 x 1 x 0.5 m high portable cattle exclosures were used to quantify above-ground plant biomass dynamics at each of four sites. Three of these sites were located in uplands and the fourth site on a moderate, north-facing slope. All sites had been grazed each year and burned frequently during the preceding 10 years. Biomass was measured inside portable exclosures, outside exclosures (in unprotected vegetation), and inside permanent exclosures. Exclosures were moved to previously unsampled locations within a distance of 10 m after samples were obtained, and these remained in place until the next sampling date. The focus of this study was to quantify the effects of foliage removal by cattle on plant net primary productivity (NPP). Mean values and their variances are reported.
Dr. C. L. Turner
Kansas State University
The Influence of Grazing on Land Surface Climatological Variables.
Dr. C.L. Turner
Kansas State University
Tel. (913) 532-7627
Dr. T.R. Seastedt
University of Colorado
The Vegetation Biomass, Production and Consumption at Selected Sites data were collected by C. Turner and T. Seastedt of Kansas State University.
To evaluate and compare the role of grazing on plant responses of native tallgrass prairie, grazing intensity was defined as the amount of plant biomass remaining following defoliation.
Measure vegetation production and consumption.
Vegetation biomass, vegetation production, and vegetation consumption.
Sites with different cattle stocking rates were selected. Consumption of aboveground biomass was directly related to stocking intensity. Production and consumption of aboveground biomass was estimated by comparing vegetative biomass inside and outside of moveable exclosures that prevented grazing by cattle.
Portable exclosures were used at stations 21, 29, 32, and 42 (SITEGRID_IDs 8639-PPS, 0847-PPS, 4268-PPS, and 1445-PPS, respectively) that were stocked with cattle. The number of observations were the number of exclosures used at one time at a site, up to a maximum of 10. The exclosures were moved after each measurement to another area that was close to the previous area, within the same lawn (i.e., localized preferentially grazed area).
The replicates and the movement of the exclosures after each measurement were always within the same lawn. The lawn at each site was selected visually, making sure to select a lawn that was large enough to have space for exclosures to be put out at different times throughout the growing season. The lawns were about 10 m in diameter. The lawns are essentially a homogeneous area in both height, and species composition and diversity.
At site 29 (SITEGRID 0847-PPS), 10 exclosures were erected before the growing season began, once plants began to grow, the grass inside the exclosure was clipped to ground level and then dried to constant dry weight. The grass immediately outside the exclosure was also clipped to the ground and dried to constant weight. The 10 exclosures were then moved to another area nearby within the same lawn where the procedures were repeated at irregular intervals until the end of the growing season.
Data were obtained by hand clipping of all vegetation within the 0.1 square meter exclosures to ground level (for standing crop estimate), oven-drying to constant weight, and weighing.
Data were collected at the following locations:
SITEGRID STN NORTHING EASTING LATITUDE LONGITUDE -------- --- -------- ------- -------- --------- 8639-PPS 21 4316771 712827 38 58 33 -96 32 36 0847-PPS 29 4332344 714439 39 06 57 -96 31 11 4268-PPS 32 4325626 718579 39 03 15 -96 28 27 1445-PPS 42 4331160 714090 39 06 19 -96 31 27
Data were obtained within 0.1 square meter exclosures.
The overall time period of data acquisition was from May 18, 1987 through October 13, 1987 during and between the IFC's.
IFC# Dates ----- ------------------- IFC-1 05/26/87 - 06/06/87 IFC-2 06/25/87 - 07/11/87 IFC-3 08/06/87 - 08/21/87 IFC-4 10/05/87 - 10/16/87
During this overall period samples were collected on 17 days, however, an individual location was sampled at most 7 times during this period.
Samples were collected at 2-3 week intervals during the growing season.
The SQL definition for this table is found in the PLANTPRO.TDF file located on FIFE CD-ROM Volume 1.
Parameter/Variable Description Range Units Source
SITEGRID_ID This is a FIS grid location code. FIS Site grid codes (SSEE-III) give the south (SS) and east (EE) cell number in a 100 x 100 array of 200 m square cells. The last 3 characters (III) are an instrument identifier.
STATION_ID The station ID designating the 21, FIS location of the observations. 29, 32, 42
OBS_DATE The date of the observations. min = 18-MAY-87 FIS max = 13-OCT-87
NUM_OBS The number of samples used to min = 3, FIS calculate estimate. max = 10
GRASS_WT The biomass of grasses at that min = 3.71, FIS date and site in units of grams max = 25.18 dried matter/0.1 square meters.
GRASS_WT_SDEV The standard deviation of the min = 0.86, FIS biomass of grasses for the date max = 13.09 and site in units of grams dried matter/0.1 square meters.
NONGRASS_WT The non-grass biomass at that min = 0.89, FIS date and site in units of grams max = 12.37 dried matter/0.1 square meters.
NONGRASS_WT_SDEV The standard deviation of min = 0.63, FIS non-grass biomass at that date and max = 11.81 site in units of grams dried matter/0.1 square meters.
TOTAL_WT The total biomass at that date min = 5.08, FIS and site in units of grams dried max = 29.46 matter/0.1 square meters.
TOTAL_WT_SDEV The standard deviation of total min = 0.99, FIS biomass at that date and site in max = 15.39 units of grams dried matter/0.1 square meters.
GRASS_PRODCTN The grass biomass production min = -7.5, FIS since previous sampling date (or max = 21.43 beginning of growing season for initial samples) in units of grams dried matter/0.1 square meters.
GRASS_PRODCTN_SDEV The standard deviation of grass min = 1.02, FIS biomass production since previous max = 18.42 sampling date in units of grams dried matter/0.1 square meters.
NONGRASS_PRODCTN The non-grass biomass production min = -5.66, FIS since previous sampling date (or max = 7.25 beginning of growing season for initial samples) in units of grams dried matter/0.1 square meters.
NONGRASS_PRODCTN_SDEV The standard deviation of min = 0.63, FIS non-grass biomass production since max = 13.05 previous sampling date in units of grams dried matter/0.1 square meters.
GRASS_CONSUMED The grass biomass consumed by all min = -1.74, [grams] FIS herbivores since previous sampling max = 6.77 [0.1 date (or beginning of growing meter^-2] season for initial sample) in units of grams dried matter/0.1 square meters.
GRASS_CONSUMED_SDEV The standard deviation of grass min = 1.47, [grams] FIS biomass consumed by all herbivores max = 18.22 [0.1 since previous sampling date in meter^-2] units of grams dried matter/0.1 square meters.
NONGRASS_CONSUMED The non-grass biomass consumed by min = -3.61, [grams] FIS all herbivores since previous max = 5.12 [0.1 sampling date (or beginning of meter^-2] growing season for initial sample) in units of grams dried matter/0.1 square meters.
NONGRASS_CONSUMED_SDEV The standard deviation of min = 1.44, [grams] FIS non-grass biomass consumed by all max = 11.78 [0.1 herbivores since previous sampling meter^-2] date in units of grams dried matter/0.1 square meters.
TOTAL_GRASS_PRODCTN The grass biomass production to min = 8.65, FIS date since beginning of growing max = 52.15 seasons (cumulative production) in units of grams dried matter/0.1 square meters.
TOTAL_GRASS_PRODCTN_SDEV The standard deviation of grass min = 1.02, FIS biomass production to date since max = 47.64 beginning of growing seasons in units of grams dried matter/0.1 square meters.
TOTAL_NONGRASS_PRODCTN The non-grass biomass production min = 0.89, FIS to date since beginning of growing max = 24.68 seasons (cumulative production) in units of grams dried matter/0.1 square meters.
TOTAL_NONGRASS_PRODCTN_SDEV The standard deviation of min = 0.35, FIS non-grass biomass production to max = 19.99 date since beginning of growing seasons in units of grams dried matter/0.1 square meters.
TOTAL_GRASS_CONSUMED The grass biomass consumed by all min = 1.69, [grams] FIS herbivores to date since beginning max = 33.89 [0.1 of growing season (cumulative meter^-2] consumption) in units of grams dried matter/0.1 square meters.
TOTAL_GRASS_CONSUMED_SDEV The standard deviation of grass min = 1.58, [grams] FIS biomass consumed by all herbivores max = 45.36 [0.1 to date since beginning of growing meter^-2] season in units of grams dried matter/0.1 square meters.
FIFE_DATA_CRTFCN_CODE * The FIFE Certification Code for CPI=Checked by FIS the data, in the following format: Principal CPI (Certified by PI), CPI-??? Investigator (CPI - questionable data).
LAST_REVISION_DATE data, in the format (DD-MMM-YY). max = 27-MAR-90
* Decode the FIFE_DATA_CRTFCN_CODE field as follows:
The primary certification codes are: EXM Example or Test data (not for release) PRE Preliminary (unchecked, use at your own risk) CPI Checked by Principal Investigator (reviewed for quality) CGR Checked by a group and reconciled (data comparisons and cross checks)
The certification code modifiers are: PRE-NFP Preliminary - Not for publication, at the request of investigator. CPI-MRG PAMS data which is "merged" from two separate receiving stations to eliminate transmission errors. CPI-??? Investigator thinks data item may be questionable.
SITEGRID_ID STATION_ID OBS_DATE NUM_OBS GRASS_WT GRASS_WT_SDEV ----------- ---------- --------- ------- --------- ------------- 8639-PPS 21 12-JUN-87 3 11.820 3.360 8639-PPS 21 10-JUL-87 10 9.980 3.840 8639-PPS 21 25-AUG-87 5 14.170 3.790 8639-PPS 21 12-OCT-87 6 7.370 2.620 NONGRASS_WT NONGRASS_WT_SDEV TOTAL_WT TOTAL_WT_SDEV GRASS_PRODCTN ----------- ---------------- --------- ------------- ------------- 7.250 4.660 19.070 5.320 10.0800 12.370 11.810 22.350 12.340 2.9300 10.630 3.680 24.800 4.150 7.6800 6.530 2.760 13.900 2.900 -5.2500 GRASS_PRODCTN_SDEV NONGRASS_PRODCTN NONGRASS_PRODCTN_SDEV GRASS_CONSUMED ------------------ --------------- --------------------- -------------- 2.110 7.2500 4.660 -1.7400 9.640 1.8200 5.640 3.8000 4.660 2.8200 6.790 2.8700 2.160 -4.6400 4.550 3.0300 GRASS_CONSUMED_SDEV NONGRASS_CONSUMED NONGRASS_CONSUMED_SDEV ------------------- ---------------- ---------------------- 1.470 1.0100 1.920 6.530 3.9000 9.590 4.790 3.2600 9.590 5.410 3.9100 5.240 TOTAL_GRASS_PRODCTN TOTAL_GRASS_PRODCTN_SDEV TOTAL_NONGRASS_PRODCTN ------------------- ------------------------ ---------------------- 10.080 2.110 7.250 14.740 8.640 10.000 22.800 6.910 11.740 22.800 6.910 11.790 TOTAL_NONGRASS_PRODCTN_SDEV TOTAL_GRASS_CONSUMED TOTAL_GRASS_CONSUMED_SDEV --------------------------- -------------------- ------------------------- 4.660 4.700 6.900 9.480 1.680 8.600 9.470 1.730 9.560 8.700 FIFE_DATA_CRTFCN_CODE LAST_REVISION_DATE --------------------- ------------------ CPI 27-MAR-90 CPI 27-MAR-90 CPI 27-MAR-90 CPI 27-MAR-90
Data were obtained within 0.1 square meter exclosures. Samples were collected at 2-3 week intervals during the growing season.
A general description of data granularity as it applies to the IMS appears in the EOSDIS Glossary.
The CD-ROM file format consists of numerical and character fields of varying length separated by commas. The character fields are enclosed with a single apostrophe. There are no spaces between the fields. Each file begins with five header records. Header records contain the following information: Record 1 Name of this file, its table name, number of records in this file, path and name of the document that describes the data in this file, and name of principal investigator for these data.
Record 2 Path and filename of the previous data set, and path and filename of the next data set. (Path and filenames for files that contain another set of data taken at the same site on the same day.)
Record 3 Path and filename of the previous site, and path and filename the next site. (Path and filenames for files of the same data set taken on the same day for the previous and next sites (sequentially numbered by SITEGRID_ID)).
Record 4 Path and filename of the previous date, and path and filename of the next date. (Path and filenames for files of the same data set taken at the same site for the previous and next date.)
Record 5 Column names for the data within the file, delimited by commas.
Record 6 Data records begin.
Each field represents one of the attributes listed in the chart in the Data Characteristics Section and described in detail in the TDF file. These fields are in the same order as in the chart.
At each sampling date a comparison of the amount of biomass (grass and forbs) inside the exclosure versus the amount immediately outside the exclosure at a particular site and point in time was made.
Net above-ground primary production since the last sampling date was calculated as the positive difference between mean plant biomass inside exclosures on the sampling date and mean plant biomass outside exclosures on the previous sampling date.
Grass biomass consumed since the last sampling date was calculated as the difference between grass biomass inside and outside the enclosure. Estimates of cumulative production or consumption were calculated as the sum of the positive differences from moveable exclosure data.
Total weight is the sum of grass and non-grass dry weight for a date and site.
Cumulative grass production is the sum of all previous grass consumption plus (standing crop inside an exclosure minus standing crop outside).
Not available at this revision.
Not available at this revision.
No information on data validation was provided by the investigator.
The investigator places a high degree of confidence in the accuracy of these data.
No quantitative assessment was made, see the Confidence Level/Accuracy Judgment Section.
FIS staff applied a general Quality Assessment (QA) procedure to the data to identify inconsistencies and problems for potential users. As a general procedure, the FIS QA consisted of examining the maximum, minimum, average, and standard deviation for each numerical field in the data table. An attempt was made to find an explanation for unexpected high or low values, values outside of the normal physical range for a variable, or standard deviations that appeared inconsistent with the mean. In some cases, histograms were examined to determine whether outliers were consistent with the shape of the data distribution.
The discrepancies, which were identified, are reported as problems in the Known Problems with the Data Section.
The data verification performed by the ORNL DAAC deals with the quality of the data format, media, and readability. The ORNL DAAC does not make an assessment of the quality of the data itself except during the course of performing other QA procedures as described below.
The FIFE data were transferred to the ORNL DAAC via CD-ROM. These CD-ROMs are distributed by the ORNL DAAC unmodified as a set or in individual volumes, as requested. In addition, the DAAC has incorporated each of the 98 FIFE tabular datasets from the CD-ROMs into its online data holdings. Incorporation of these data involved the following steps:
Each distinct type of data (i.e. "data set" on the CD-ROM), is accompanied by a documentation file (i.e., .doc file) and a data format/structure definition file (i.e., .tdf file). The data format files on the CD-ROM are Oracle SQL commands (e.g., "create table") that can be used to set up a relational database table structure. This file provides column/variable names, character/numeric type, length, and format, and labels/comments. These SQL commands were converted to SAS code and were used to create SAS data sets and subsequently to input data files directly from the CD-ROM into a SAS dataset. During this process, file names and directory paths were captured and metadata was extracted to the extent possible electronically. No files were found to be corrupted or unreadable during the conversion process.
Additional Quality Assurance procedures were performed as follows:
As errors are discovered in the online tabular data by investigators, users, or DAAC staff, corrections are made in cooperation with the principal investigators. These corrections are then distributed to users. CD-ROM data are corrected when re-mastering occurs for replenishment of CD-ROM stock.
None at this revision.
The cattle stocking rates of the plots were not known, hence, there was no prior knowledge of the extent of the grazing intensity. Grazing intensity can be calculated as percent of season-long production that was consumed by the cattle.
Consumption/production = Stocking rate index.
None available at this revision.
This data set can be used was to quantify the effects of foliage removal by cattle on plant net primary productivity (NPP).
The FIFE field campaigns were held in 1987 and 1989 and there are no plans for new data collection. Field work continues near the FIFE site at the Long-Term Ecological Research (LTER) Network Konza research site (i.e., LTER continues to monitor the site). The FIFE investigators are continuing to analyze and model the data from the field campaigns to produce new data products.
Software to access the data set is available on the all volumes of the FIFE CD-ROM set. For a detailed description of the available software see the Software Description Document.
ORNL DAAC User Services
Oak Ridge National Laboratory
Telephone: (865) 241-3952
FAX: (865) 574-4665
ORNL Distributed Active Archive Center
Oak Ridge National Laboratory
Telephone: (865) 241-3952
FAX: (865) 574-4665
Users may place requests by telephone, electronic mail, or FAX. Data is also available via the World Wide Web at http://daac.ornl.gov.
FIFE data are available from the ORNL DAAC. Please contact the ORNL DAAC User Services Office for the most current information about these data.
The Vegetation Biomass, Production and Consumption at Selected Sites data are available on FIFE CD-ROM Volume 1. The CD-ROM filename is as follows:
Note: capital letters indicate fixed values that appear on the CD-ROM exactly as shown here, lower case indicates characters (values) that change for each path and file.
The format used for the filenames is: 1987grid.sfx, where grid is the four-number code for the location within the FIFE site grid. The filename extension (.sfx), identifies the data set content for the file (see the Data Characteristics Section) and is equal to .PPD for this data set.
Sellers, P.J., F.G. Hall, G. Asrar, D.E. Strebel, and R.E. Murphy. 1988. The First ISLSCP Field Experiment (FIFE). Bull. of the Am. Meteorological Soc. 69:22-27.
Turner, C.L., T.R. Seastedt, M.I. Dyer, T.G.F. Kittel, and D.S. Schimel.1992. Effects of management and topography on the radiometric response of a tallgrass prairie. J. Geophys. Res. 97:18,855-18,866.
Turner, C.L., T.R. Seastedt, and M.I. Dyer. 1993. Maximization of above-ground production: the role of defoliation frequency, intensity and history. Ecol. Appl. 3:175-186.
Contact the EOS Distributed Active Archive Center (DAAC) at Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee (see the Data Center Identification Section). Documentation about using the archive and/or online access to the data at the ORNL DAAC is not available at this revision.
A general glossary for the DAAC is located at Glossary.
A general list of acronyms for the DAAC is available at Acronyms.
May 9, 1994 (citation revised on October 14, 2002).
Warning: This document has not been checked for technical or editorial accuracy by the FIFE Information Scientist. There may be inconsistencies with other documents, technical or editorial errors that were inadvertently introduced when the document was compiled or references to preliminary data that were not included on the final CD-ROM.
Previous versions of this document have been reviewed by the Principal Investigator, the person who transmitted the data to FIS, a FIS staff member, or a FIFE scientist generally familiar with the data.
December 10, 1996.
Turner, C. L. 1994. Plant Biomass/Production/Consump[tion]. (FIFE). Data set. Available on-line [http://www.daac.ornl.gov] from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, U.S.A. doi:10.3334/ORNLDAAC/69. Also published in D. E. Strebel, D. R. Landis, K. F. Huemmrich, and B. W. Meeson (eds.), Collected Data of the First ISLSCP Field Experiment, Vol. 1: Surface Observations and Non-Image Data Sets. CD-ROM. National Aeronautics and Space Administration, Goddard Space Flight Center, Greenbelt, Maryland, U.S.A. (available from http://www.daac.ornl.gov).