SNF Site Characterization Data: C. Jarvis Data Set Guide Document Summary: This data set documentation is currently in work. In the interim, an abstract of the entire Superior National Forest (SNF) data collection activity from which the SNF Site Characterization Data: C.Jarvis data set is a product is being provided. During the summers of 1983 and 1984, the National Aeronautics and Space Administration (NASA) conducted an intensive experiment in a portion of the Superior National Forest (SNF) near Ely, Minnesota, USA. The purpose of the experiment was to investigate the ability of remote sensing to provide estimates of biophysical properties of ecosystems, such as leaf area index (LAI), biomass and net primary productivity (NPP). 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. The SNF is mostly covered by boreal forest. Boreal forests were chosen for this project because of their relative taxonomic simplicity, their great extent, and their potential sensitivity to climatic change. Satellite, aircraft, helicopter and ground observations were obtained for the study area. These data comprise a unique dataset for the investigation of the relationships between the radiometric and biophysical properties of vegetated canopies. This is perhaps the most complete dataset of its type ever collected over a forested region. A key goal of the experiment was to use the aircraft measurements to scale up to satellite observations for the remote sensing of biophysical parameters. 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 Site Characterization Data: C.Jarvis. Data Set Introduction: These data comprise a unique dataset for the investigation of the relationships between the radiometric and biophysical properties of vegetated canopies. This is perhaps the most complete dataset of its type ever collected over a forested region. Objective/Purpose: The purpose of this study was to investigate the ability of remote sensing to provide estimates of biophysical properties of ecosystems, such as leaf area index (LAI), biomass and net primary productivity (NPP). A key goal of the experiment was to use the aircraft measurements to scale up to satellite observations for the remote sensing of biophysical parameters. Summary of Parameters: This data set includes the following information: coverage by vegetation, diameter at breast height, biomass, leaf area index, NPP, understory leaf extension, canopy coverage, reflectance and transmittance. Discussion: This data set documentation is currently in work. In the interim, an abstract of the entire Superior National Forest (SNF) data collection activity from which the SNF Site Characterization Data: C.Jarvis data set is a product is being provided. During the summers of 1983 and 1984, the National Aeronautics and Space Administration (NASA) conducted an intensive experiment in a portion of the Superior National Forest (SNF) near Ely, Minnesota, USA. The purpose of the experiment was to investigate the ability of remote sensing to provide estimates of biophysical properties of ecosystems, such as leaf area index (LAI), biomass and net primary productivity (NPP). 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. The SNF is mostly covered by boreal forest. Boreal forests were chosen for this project because of their relative taxonomic simplicity, their great extent, and their potential sensitivity to climatic change. Satellite, aircraft, helicopter and ground observations were obtained for the study area. These data comprise a unique dataset for the investigation of the relationships between the radiometric and biophysical properties of vegetated canopies. This is perhaps the most complete dataset of its type ever collected over a forested region. Detailed vegetation data were collected on the ground for about 100 sampled sites. These sites represent a range of stand density and age for spruce and aspen and also include jackpine and mixed stands. At each site, five circular subplots of 16 meters in diameter were sampled within a large plot of 60 meters in diameter. Within the subplots, all woody stems over 2 meters in height were tallied by species, diameter, and height. Within each subplot, coverage by vegetation was determined for the canopy, subcanopy and understory. Thirty each of black spruce and aspen trees from outside the plots were sacrificed and dimension analysis relations developed between diameter at breast height, biomass and leaf area index. Also, above-ground NPP was estimated for each test site. For the aspen sites, bark area and understory leaf area indexes were found. During the spring, measurements of understory leaf extension and canopy coverage were made on several days to describe the phenology of an aspen stand. Measurements of the optical properties of canopy components were made for wavelengths between 0.35 and 2.1 micrometers. Reflectance and transmittance properties of leaves and needles of eight major overstory tree species and three understory shrubs were measured. Multiple measurements of aspen and spruce allow an investigation of the variability of optical properties within a species, spagnum moss and leaf litter. Above-canopy reflectance was observed by a helicopter-mounted Barnes Modular Multiband Radiometer (MMR). The helicopter MMR data have a spatial resolution of approximately 32 meters. In 1983, 10 days of data were collected between May and October, with a total of 105 sites observed. In 1984, 8 days of data were collected between May and September, with a total of 29 sites observed. Several sites have multiple observations, to allow studies of seasonal variation. Thematic Mapper Simulator (TMS) data were collected from the NASA C-130 flying over the SNF. The flights were in a 'criss-cross' pattern to allow observation of the same location with multiple sun and view angles. The TMS scans out to 50 degrees off nadir; in flights at 5000 feet above ground level, a nadir pixel covers 3.81 meters along the scan. Three days of TMS data are presented; these data have been atmospherically corrected and calibrated to determine surface reflectance. A key goal of the experiment was to use the aircraft measurements to scale up to satellite observations for the remote sensing of biophysical parameters. Related Data Sets: Not available. 2. Investigator(s): Investigator(s) Name and Title: Dr. Celeste Jarvis NASA Headquarters Title of Investigation: Biophysical, Morphological, Canopy Optical Property, and Productivity Data on the Superior National Forest. Contact Information: Dr. Celeste Jarvis NASA Headquarters Washington, DC USA Telephone: 1 (202) 488-5126 Email: cjarvis@mail.hq.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: * Canopy characteristics * Forest composition/structure * Litter characteristics * Soil color * Soil consistence * Soil depth * Soil moisture * Soil texture * Vegetation cover 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: During the summers of 1983 and 1984, the National Aeronautics and Space Administration (NASA) conducted an intensive experiment 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 site_id SITE_ID 8 NUMBER(4,0) "Site ID" __________________________________________________________________________ 2 plot_id PLOT_ID 8 NUMBER(4,0) "Plot ID within the site" __________________________________________________________________________ 3 canclosr CANOPY_CLOSURE 8 NUMBER(4,0) "Percent of total canopy closure" __________________________________________________________________________ 4 pct_rock PCT_ROCK 8 NUMBER(4,0) "Percent of ground cover that is rock" __________________________________________________________________________ 5 pct_soil PCT_SOIL 8 NUMBER(4,0) "Percent of ground cover that is bare soil" __________________________________________________________________________ 6 pct_herb PCT_HERB 8 NUMBER(4,0) "Percent of ground cover that is herbaceous matter" __________________________________________________________________________ 7 pct_shrb PCT_SHRUB 8 NUMBER(4,0) "Percent of ground cover that is low shrubs" __________________________________________________________________________ 8 pct_dbrs PCT_DEBRIS 8 NUMBER(4,0) "Percent of ground cover that is woody debris (boles, logs, etc)" __________________________________________________________________________ 9 pct_moss PCT_MOSS 8 NUMBER(4,0) "Percent of ground area covered with spagnum and other mosses" __________________________________________________________________________ 10 soiltype SOIL_TYPE $ 8 CHAR(4) "Soil type information code: TIL = glacial till, OUT = outwash, LAC = lacustrine, ORG = organic, RCK = exposed bedrock" __________________________________________________________________________ 11 soilcolr SOIL_COLOR $ 8 CHAR(4) "Soil color code: BL = black, BR = brown, RD = red, GR = gray, WT = white, MNA = not applicable (no soil)" __________________________________________________________________________ 12 soilmstr SOIL_MOISTURE $ 8 CHAR(4) "Soil moisture code: WET = wet, MST = moist, MED = moderatly dry, DRY = dry, and NAA = not applicable (no soil)" __________________________________________________________________________ 13 spctsand SOIL_PCT_SAND 8 NUMBER(4,0) "Percent of sand in the soil, based on texture" __________________________________________________________________________ 14 spctsilt SOIL_PCT_SILT 8 NUMBER(4,0) "Percent of silt in the soil, based on texture" __________________________________________________________________________ 15 spctclay SOIL_PCT_CLAY 8 NUMBER(4,0) "Percent of clay in the soil, based on texture" __________________________________________________________________________ 16 soil_dep SOIL_DEPTH 8 NUMBER(4,0) "Depth of soil to bedrock or boulders (inches) (-999 means no depth was >36 inches)" __________________________________________________________________________ 17 rockfrag ROCK_FRAGMENTS $ 8 CHAR(4) "Presence of rock fragments in soil sample: PL = pebbles, ST = stones, RK = rocks, and BL = boulders" __________________________________________________________________________ 18 can_dens CAN_DENSITY $ 8 CHAR(4) "Visual assessment of canopy density: DEN = dense, MDN = moderately dense, MOD = moderate, MSP = moderately sparse, SPR = sparse" __________________________________________________________________________ 19 undstden UNDERSTORY_DENSI $ 8 CHAR(4) "Visual assessment of understory density: DEN = dense, MDN = moderately dense, MOD = moderate, MSP = moderately sparse, and SPR = sparse" __________________________________________________________________________ 20 grcovden GRCOV_DENSITY $ 8 CHAR(4) "visual assessment of ground cover density: DEN = dense, MDN = moderately dense, MOD = moderate, MSP = moderately sparse, and SPR = sparse" __________________________________________________________________________ 21 slope SLOPE 8 NUMBER(4,0) "Percent slope of the plot. -999 values indicate no slope" __________________________________________________________________________ 22 aspect ASPECT 8 NUMBER(4,0) "The aspect of the plot in degrees clockwise from north: -999 values indicate no slope" __________________________________________________________________________ Sample Data Record: Not available at this time. 8. Data Organization: Not available. Data Granularity: 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: The aircraft measurements in this data set can be used to scale up to satellite observations for the remote sensing of biophysical parameters. 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: Not available. Document Review Date: March 3, 1997. Document ID: ORNL-SNF_CJ_SITES. 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/site_char_cjarvis.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: September 24, 1997 URL: http://www-eosdis.ornl.gov /SNF/guides/site_char_cjarvis.html