SNF Forest Understory Cover Data (Table): Data Set Guide Document Summary: The purpose of the SNF study was to improve our understanding of the relationship between remotely sensed observations and important biophysical parameters in the boreal forest. A key element of the experiment was the development of methodologies to measure forest stand characteristics to determine values of importance to both remote sensing and ecology. Parameters studied were biomass, leaf area index, above ground net primary productivity, bark area index and ground coverage by vegetation. Thirty two quaking aspen and thirty one black spruce sites were studied. Sites were chosen in uniform stands of aspen or spruce. The dominant species in the site constituted over 80 percent, and usually over 95 percent, of the total tree density and basal area. Aspen stands were chosen to represent the full range of age and stem density of essentially pure aspen, of nearly complete canopy closure, and greater than two meters in height. Spruce stands ranged from very sparse stands on bog sites, to dense, closed stands on more productive peatlands. Use of multiple plots within each site allowed estimation of the importance of spatial variation in stand parameters. Within each plot, all woody stems greater than two meters in height were recorded by species and the following dimensions were measured: diameter breast height, height of the tree, height of the first live branch, and depth of crown. For each plot, a two meter diameter subplot was defined at the center of each plot. Within this subplot, the percent of ground coverage by plants under one meter in height was determined by species. These data, averaged for the five plots in each site, are presented in this data set (i.e., SNF Forest Understory Cover Data (Table)) in tabular format, e.g. plant species with a count for that species at each site. The same data are presented in the SNF Forest Understory Cover Data data set but are arranged with a row for each species and site and a percent ground coverage for each combination. Table of Contents: 1. Data Set Overview 2. Investigator(s) 3. Theory of Measurements 4. Equipment 5. Data Acquisition Methods 6. Observations 7. Data Description 8. Data Organization 9. Data Manipulations 10. Errors 11. Notes 12. Application of the Data Set 13. Future Modifications and Plans 14. Software 15. Data Access 16. Output Products and Availability 17. References 18. Glossary of Terms 19. List of Acronyms 20. Document Information 1. Data Set Overview: Data Set Identification: SNF Forest Understory Cover Data (Table). Data Set Introduction: Percent ground coverage for vegetation less than 1 meter high at each study site are presented by vegetation species. Each value of percent ground coverage is an average of five two-meter subplots. Objective/Purpose: The purpose of the SNF study was to improve our understanding of the relationship between remotely sensed observations and important biophysical parameters in the boreal forest. A key element of the experiment was the development of methodologies to measure forest stand characteristics to determine values of importance to both remote sensing and ecology. Parameters studied were biomass, leaf area index, above ground net primary productivity, bark area index and ground coverage by vegetation. Thirty two quaking aspen and thirty one black spruce sites were studied. Summary of Parameters: Canopy and subcanopy phenology, percent ground coverage. Discussion: Sites were chosen in uniform stands of aspen or spruce. The dominant species in the site constituted over 80 percent, and usually over 95 percent, of the total tree density and basal area. Aspen stands were chosen to represent the full range of age and stem density of essentially pure aspen, of nearly complete canopy closure, and greater than two meters in height. Spruce stands ranged from very sparse stands on bog sites, to dense, closed stands on more productive peatlands. In each stand a uniform site 60 meters in diameter was laid out. Within this site, five circular plots, 16 meters in diameter, were positioned. One plot was at the center of the site and four were tangent to the center plot, one each in the cardinal directions. In very dense stands, plot radii were decreased so that stem count for the five plots remained around 200 stems. Use of multiple plots within each site allowed estimation of the importance of spatial variation in stand parameters. Within each plot, all woody stems greater than two meters in height were recorded by species and relevant dimensions were measured. Diameter breast height (dbh) was measured directly. Height of the tree and height of the first live branch were determined by triangulation. The difference between these two heights was used as the depth of crown. The distances between trees and observer were such that no angle exceeded 65 degrees. Most plots were level, small slopes were ignored in calculating heights. Similar measurements were made for shrubs between one and two meters tall in the aspen sites. The Forest Canopy Composition (SNF) data set provides the counts of canopy (over two meters tall) tree species and subcanopy (between one and two meters tall) tree species. For each plot, a two meter diameter subplot was defined at the center of each plot. Within this subplot, the percent of ground coverage by plants under one meter in height was determined by species. These data, averaged for the five plots in each site, are presented in this data set (i.e., SNF Forest Understory Cover Data (Table)) in tabular format, e.g. plant species with a count for that species at each site. The same data are presented in the SNF Forest Understory Cover Data data set but are arranged with a row for each species and site and a percent ground coverage for each combination. In addition, these data sets: canopy, subcanopy, and understory counts have been combined into a SNF Forest Cover by Species/Strata data set. Also related, for the aspen sites, in each plot a visual estimation of the percent coverage of the canopy, subcanopy and understory vegetation was made. The site averages of these coverage estimates are presented in the Aspen Forest Cover by Stratum/Plot (SNF) data set. Related Data Sets: * Forest Canopy Composition (SNF) * SNF Forest Understory Cover Data * SNF Forest Cover by Species/Strata * Aspen Forest Cover by Stratum/Plot (SNF) 2. Investigator(s): Investigator(s) Name and Title: Dr. Forrest G. Hall NASA Goddard Space Flight Center Dr. K. Fred Huemmrich NASA Goddard Space Flight Center Dr. Donald E. Strebel Versar, Inc. Dr. Scott J. Goetz Universtity of Maryland Ms. Jamie E. Nickeson NASA Goddard Space Flight Center Ms. K.D. Woods NASA Goddard Space Flight Center Dr. Celeste Jarvis NASA Headquarters Title of Investigation: Biophysical, Morphological, Canopy Optical Property, and Productivity Data on the Superior National Forest. Contact Information: Dr. Forrest G. Hall NASA Goddard Space Flight Center Code 923 Greenbelt, Maryland 20771 USA Fax +1 (301) 286-0239 Telephone +1 (301) 286-2974 Email: fghall@ltpmail.gsfc.nasa.gov 3. Theory of Measurements: Not available. 4. Equipment: Sensor/Instrument Description: Collection Environment: Ground-based. Source/Platform: Field investigation. Source/Platform Mission Objectives: Not available. Key Variables: Parameters studied were biomass, leaf area index, above ground net primary productivity, bark area index and ground coverage by vegetation. Principles of Operation: Not available. Sensor/Instrument Measurement Geometry: Not available. Manufacturer of Sensor/Instrument: Not available. Calibration: Not available. 5. Data Acquisition Methods: Not available. 6. Observations: Data/Field Notes: Not available. 7. Data Description: Spatial Characteristics: The study area covered a 50 x 50 km area centered at approximately 48 degrees North latitude and 92 degrees West longitude in northeastern Minnesota at the southern edge of the North American boreal forest. Temporal Characteristics: This data set was collected during the summers of 1983 and 1984 in a portion of the Superior National Forest (SNF) near Ely, Minnesota, USA. Data Characteristics: __________________________________________________________________________ Variable Name/ Long Name SAS Type Generic Type Description __________________________________________________________________________ 1 speccode SPECIES_CODE $ 10 CHAR(5) "Plant species code [see speccomm (Common Name) and spec_sci (Latin Name)]" __________________________________________________________________________ 2 speccomm COMMON_NAME $ 36 CHAR(20) "Plant species common name" __________________________________________________________________________ 3 spec_sci LATIN_NAME $ 36 CHAR(25) "The Latin (botanical) name of the species" __________________________________________________________________________ 4 can_layr $ 12 "Canopy layer" __________________________________________________________________________ 5 _2 8 "% ground coverage for site ID 2 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 6 _3 8 "% ground coverage for site ID 3 for named species(% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 7 _12 8 "% ground coverage for site ID 12 for named species(% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 8 _14 8 "% ground coverage for site ID 14 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 9 _15 8 "% ground coverage for site ID 15 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 10 _16 8 "% ground coverage for site ID 16 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 11 _18 8 "% ground coverage for site ID 18 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 12 _19 8 "% ground coverage for site ID 19 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 13 _20 8 "% ground coverage for site ID 20 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 14 _21 8 "% ground coverage for site ID 21 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 15 _36 8 "% ground coverage for site ID 36 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 16 _38 8 "% ground coverage for site ID 38 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 17 _39 8 "% ground coverage for site ID 39 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 18 _41 8 "% ground coverage for site ID 41 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 19 _42 8 "% ground coverage for site ID 42 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 20 _43 8 "% ground coverage for site ID 43 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 21 _45 8 "% ground coverage for site ID 45 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 22 _47 8 "% ground coverage for site ID 47 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 23 _48 8 "% ground coverage for site ID 48 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 24 _49 8 "% ground coverage for site ID 49 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 25 _50 8 "% ground coverage for site ID 50 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 26 _51 8 "% ground coverage for site ID 51 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 27 _52 8 "% ground coverage for site ID 52 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 28 _54 8 "% ground coverage for site ID 54 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 29 _55 8 "% ground coverage for site ID 55 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 30 _56 8 "% ground coverage for site ID 56 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 31 _57 8 "% ground coverage for site ID 57 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 32 _62 8 "% ground coverage for site ID 62 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 33 _63 8 "% ground coverage for site ID 63 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 34 _64 8 "% ground coverage for site ID 64 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 35 _68 8 "% ground coverage for site ID 68 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 36 _69 8 "% ground coverage for site ID 69 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 37 _71 8 "% ground coverage for site ID 71 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 38 _72 8 "% ground coverage for site ID 72 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 39 _73 8 "% ground coverage for site ID 73 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 40 _74 8 "% ground coverage for site ID 74 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 41 _75 8 "% ground coverage for site ID 75 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 42 _77 8 "% ground coverage for site ID 77 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 43 _79 8 "% ground coverage for site ID 79 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 44 _80 8 "% ground coverage for site ID 80 for named species(% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 45 _81 8 "% ground coverage for site ID 81 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 46 _82 8 "% ground coverage for site ID 82 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 47 _83 8 "% ground coverage for site ID 83 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 48 _84 8 "% ground coverage for site ID 84 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 49 _85 8 "% ground coverage for site ID 85 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 50 _86 8 "% ground coverage for site ID 86 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 51 _87 8 "% ground coverage for site ID 87 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 52 _88 8 "% ground coverage for site ID 88 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 53 _89 8 "% ground coverage for site ID 89 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 54 _90 8 "% ground coverage for site ID 90 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 55 _92 8 "% ground coverage for site ID 92 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 56 _93 8 "% ground coverage for site ID 93 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 57 _94 8 "% ground coverage for site ID 94 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 58 _95 8 "% ground coverage for site ID 95 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 59 _96 8 "% ground coverage for site ID 96 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 60 _97 8 "% ground coverage for site ID 97 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 61 _98 8 "% ground coverage for site ID 98 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 62 _99 8 "% ground coverage for site ID 99 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 63 _100 8 "% ground coverage for site ID 100 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 64 _101 8 "% ground coverage for site ID 101 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 65 _102 8 "% ground coverage for site ID 102 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 66 _103 8 "% ground coverage for site ID 103 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ 67 _105 8 "% ground coverage for site ID 105 for named species (% is average of five 2-meter-diameter subsamples in each site)" __________________________________________________________________________ Sample Data Record: speccode speccomm spec_sci can_layr _2 _3 _12 _14 _15 _16 _18 _19 _ 20 __________________________________________________________________________ "ABBA" "Fir, Balsam" "Abies Balsamea" "Understory" 0 0 0 0 0 0 0 0 3 "ACRU" "Maple, Red" "Acer Rubrum" "Understory" 0 2 0 0 0 10 0 0 1 "ACSP" "Maple, Mountain" "Acer Spicatum" "Understory" 0 2 0 0 0 17 0 0 1 "ACTA" "Baneberry" "Actaea Spp. " "Understory" . . . . . . . . . "ALRU" "Alder, Speckled" "Alnus Rubra " "Understory" 0 0 0 0 0 0 0 0 0 "AMEL" "Juneberry" "Amelanchier Spp. " "Understory" 0 0 0 0 0 0 0 0 0 "ANGL" "Bog Rosemary" "Andromeda Glaucophylla" "Understory" 0 0 4 0 0 0 3 1 0 "ANQU" "Wood Anemone" "Anemonequinquefolia" "Understory" 0 1 0 0 0 3 0 0 0 "ARNU" "Wild Sarsaparilla" "Aralia Nudicaulis" "Understory" 0 7 0 0 0 2 0 0 0 _________________________________________________________________ Footnote: For presentation in this document, some padding blanks may have been eliminated between columns in the Sample Data Record. Due to the many fields in this data file, these columns will wrap while viewing. The actual data files, however, are column delimited with an adequate record length to prevent wrapping. See the Data Format Section for conventions used for missing data values in the data file. 8. Data Organization: The data file is sorted by species code (speccode). Columns beginning with an underscore and a number (e.g. _2) indicate the percent coverage for that study site, (e.g. Site 2). Data Granularity: This data set consists of a single ASCII file containing average percent ground coverage for all species measured at all sites. A general description of data granularity as it applies to the IMS appears in the EOSDIS Glossary. Data Format: The data files associated with this data set consist of numeric and character fields of varying lengths aligned in columns. The first row of each data file contains the 8 character SAS variable name that links to the data format definition file. Character fields are enclosed in double quotes and numeric fields are listed without quotes. Missing data values can be of two varieties: 1. Values that were identified as missing in the original data files. Missing numeric values of this type are identified in these data as -999. 2. Those holes that were created as a result of combining files that contained a slightly different variable set. Missing values of this type are identified in these data files as empty double quotes for character fields and a single period, '.' for numeric fields. 9. Data Manipulations: Not available. 10. Errors: Sources of Error: Not available. Quality Assessment: Data Validation by Source: Not available. Confidence Level/Accuracy Judgment: Not available. Measurement Error for Parameters: Not available. Additional Quality Assessments: Not available. Data Verification by Data Center: The Superior National Forest data was received from the Goddard Space Flight Center in three media: * As data dumps from the original Oracle SNF database maintained by GSFC, transferred electronically from the GSFC system to the ORNL system; * As ASCII files that mirrored the tables published in the Tech Memo; and * As hard copy (Tech Memo). Data from both electronic sources were input into SAS by ORNL DAAC data management staff and compared using computer code developed to process the SNF data. In many cases, the data values from both sources were found to be identical. In some cases, however, differences were identified and the providers of the data were consulted to resolve inconsistencies. Additionally, some variable columns were available in one source, but not the other for various reasons. For example, some calculated variables/columns were provided in the ASCII files (reflecting the Tech Memo tables) that were not stored in the Oracle database for purposes of space conservation. For similar reasons, coded values were used for many of the site and species identifier variables. A separate reference table was provided to link the coded variable with its definition, e.g., the SPECIES_REF file and the SITE_REF file. The database produced by the ORNL DAAC is a hybrid product that is a composite of data and information extracted from all three source media. In data sets where coded variables were included, the code definition variables have been added to improve usability of the data set as a stand-alone product. Therefore the ASCII files that are available through the ORNL DAAC on-line search and order systems are output from a data set that is a product of the essential core of numeric data provided by the data source (GSFC), augmented with additional descriptive information provided by GSFC and reorganized by the ORNL DAAC into a data structure consistent with other similar data sets maintained by the ORNL DAAC. 11. Notes: Limitations of the Data: Not available. Known Problems with the Data: None known at this revision. Usage Guidance: Not available. Any Other Relevant Information about the Study: None. 12. Application of the Data Set: This data set can be used to improve our understanding of the relationship between remotely sensed observations and important biophysical parameters in the boreal forest. 13. Future Modifications and Plans: None known at this revision. 14. Software: Not available. 15. Data Access: Contact Information: ORNL DAAC User Services P.O. Box 2008 Mail Stop 6407 Oak Ridge National Laboratory Oak Ridge, TN 37831-6407 Telephone: (423) 241-3952 FAX: (423) 574-4665 Email: ornldaac@ornl.gov Data Center Identification: EOSDIS Distributed Active Archive Center P.O. Box 2008 Mail Stop 6407 Oak Ridge National Laboratory Oak Ridge, TN 37831-6407 USA Telephone: (423) 241-3952 FAX: (423) 574-4665 Email: ornldaac@ornl.gov Procedures for Obtaining Data: Users may place requests by letter, telephone, electronic mail, FAX, or personal visit. Data is also available via the World Wide Web at http://www-eosdis.ornl.gov. Data Center Status/Plans: The Superior National Forest Data is available from the ORNL DAAC. Please contact the ORNL DAAC User Services Office for the most current information about these data. 16. Output Products and Availability: Available online, as a computer FTP file (zipped or unzipped), on tape or IBM-formatted diskettes. 17. References: Not available. Archive/DBMS Usage Documentation. 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. 18. Glossary of Terms: A general glossary for the DAAC is located at EOSDIS Glossary. 19. List of Acronyms: URL Uniform Resource Locator A general list of acronyms for the DAAC is available at http://cdiac.esd.ornl.gov/cdiac/pns/acronyms.html. 20. Document Information: Document Revision Date: October 10, 1996. Document Review Date: February 17, 1997. Document ID: ORNL-SNF_TAB3_3T. Citation: Please cite the following NASA Technical Memorandum 104568 in any work or any publication using these data: Hall, F.G., K.F. Huemmrich, D.E. Strebel, S.J. Goetz, J.E. Nickeson, and K.D. Woods, July 1992. Biophysical, Morphological, Canopy Optical Property, and Productivity Data From the Superior National Forest. NASA Technical Memorandum 104568. National Aeronautics and Space Administration, Washington, D.C. 20546. Document Curator: Donna O. Lambert dlambert@daacs.esd.ornl.gov Document Author: Merilyn J. Gentry mjg@walden.rmt.utk.edu Document URL: http://www-eosdis.ornl.gov /SNF/guides/forest_understory_cover_table.html _________________________________________________________________ SNF Home Page | Oak Ridge DAAC Home Page | ORNL Home Page ORNL DAAC User Services Office: 423-241-3952; email ornldaac@ornl.gov Web Document Curator: Sarah Jennings, xqj@ornl.gov Document Editor: Donna Lambert Revision Date: December 04, 1997 URL: http://www-eosdis.ornl.gov /SNF/guides/forest_understory_cover_table.html