Landsat Thematic Mapper Classification of the Little Missouri Nation Grasslands

Metadata:


Identification_Information:
Citation:
Citation_Information:
Originator: Wildlife Spatial Analysis Lab, The University of Montana
Publication_Date: 20000403
Title:
Landsat Thematic Mapper Classification of the Little Missouri Nation Grasslands
Publication_Information:
Publication_Place: Missoula, Montana
Publisher: Wildlife Spatial Analysis Lab, The University of Montana
Description:
Abstract:
LITMISS_Z is an ARC/INFO 30 meter region grid (raster file) derived from Landsat TM image scenes P34R27 (07/11/94), and P34R28 (08/09/93). A subsample of each scene was run through an unsupervised classification to classify the raw image pixels into 130 spectral classes. The pixels were then merged into region groups through a multi-stage merge algorithm using a variable minimum map unit based on heterogeneity of the surrounding pixels. The final unsupervised classification of P34R27 resulted in the delineation of 558,646 regions, ranging in size from 0.1 hectare to 13787.9 hectares. The final unsupervised of P34R28 resulted in the delineation of 227,095 regions, ranging in size from 0.1 hectare to 176.2 hectares. A region grid for each scene was made from the unsupervised classiifcation. Each region had the TM channel attributes from the TM imagery, and the elevation, aspect and slope from 30 meter digital elevation model (DEM), calculated based on the mean values of all 30 meter pixels within the region. A final region grid was clipped from parts of the P34R27 and P34R28 region grids for the Little Missouri National Grasslands study area. The Little Missouri National Grassland zone grid has 722,247 regions ranging in size from 0.1 hectare to 13787.9 hectares.

Land cover type was labeled using a supervised classification. The supervised classification was performed using a combination of manual and training data classifications. The following classes were manually labeled: urban, irragated and non-irragated agriculture, water, cloud, and cloud shadow. The twenty five other land cover types were labeled using a training data, nearest neighbor euclidian distance classification. The original land cover type classification was completed in 1998. This new land cover type classification is based on modifications to the 1998 classification. Two GIS coverages were used to improve accuracy of the original land cover type classification; a Broken Lands Coverage used to add additional Crested Wheat Grass areas, and a Federal Ownership Coverage used to eliminate any regions classified as agriculture within federal ownership. Lifeform was labeled based on the land cover type classification. Biomass cover was labeled based on the land cover type classification and mndvi value ranges. A valley bottom analysis was performed to model predicted valley bottom areas. Valley bottom percentage was determined by comparing each region to the predicted valley bottom areas.

This grid was produced as part of a Little Missouri National Grasslands study conducted by Ecological Applications Service Team and the Custer National Forest.

Purpose:
These data were produced to map existing land cover, plant biomass, and predicted valley bottom percentage in a standardized, consistent manner across the Little Missouri National Grasslands. This region grid is suited for analysis at the regional, sub-regional, and landscape levels; it can also provide support for many management disciplines, including timber, range, wildlife, fisheries, and recreation.
Time_Period_of_Content:
Time_Period_Information:
Single_Date/Time:
Calendar_Date: 20000404
Currentness_Reference: calendar date
Status:
Progress: Complete
Maintenance_and_Update_Frequency: None Scheduled
Spatial_Domain:
Bounding_Coordinates:
West_Bounding_Coordinate: -104.28507336
East_Bounding_Coordinate: -102.59502260
North_Bounding_Coordinate: 48.22694780
South_Bounding_Coordinate: 46.25760820
Keywords:
Theme:
Theme_Keyword_Thesaurus: none
Theme_Keyword: vegetation
Theme_Keyword: land cover
Theme_Keyword: classification
Theme_Keyword: Landsat Thematic Mapper scenes
Theme_Keyword: remote-sensing image
Theme_Keyword: Little Missouri National Grasslands
Place:
Place_Keyword_Thesaurus: Geographic Names Information System
Place_Keyword: North Dakota
Access_Constraints:
This data set is in the public domain, and the recipient may not assert any proprietary rights thereto nor represent it to anyone as other than a data set produced by the Wildlife Spatial Analysis Lab at the University of Montana.
Use_Constraints:
This data set is provided "as-is" without warranty of any kind, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose. The user assumes all responsibility for the accuracy and suitability of this data set for a specific application. In no event will the creator, the University of Montana, be liable for any damages, including lost profits, lost savings, or other incidental or consequential damages arising from the use of or inability to use this data set. Use of these data requires the ability to read Arc/Info Grid data sets. Users must assume responsibility for determining the suitability of these data for their purposes. Not for use at scales greater than 1:100000.
Point_of_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization: Wildlife Spatial Analysis Lab, The University of Montana
Contact_Person: Roland L. Redmond
Contact_Position: Principal Investigator
Contact_Address:
Address_Type: mailing and physical address
Address: Wildlife Spatial Analysis Lab, The University of Montana
City: Missoula
State_or_Province: MT
Postal_Code: 59812-1063
Country: USA
Contact_Voice_Telephone: 406 243 5208 (email preferred)
Contact_Facsimile_Telephone: 406 243 6064
Contact_Electronic_Mail_Address: red@wru.umt.edu
Hours_of_Service: Monday-Friday, 8-5, Mountain Time
Data_Set_Credit:
The Ecological Applications Service Team, the Custer National Forest, and The Wildlife Spatial Analysis Lab for creation of the geospatial data set.
Native_Data_Set_Environment:
The Wildlife Spatial Analysis Lab uses IBM RS/6000 Workstations running AIX 4.3.3 with Arc/Info software versions 7.2.1, and Imagine version 8.4.


Data_Quality_Information:
Attribute_Accuracy:
Attribute_Accuracy_Report:
No accuracy assessment was performed on the land cover type, lifeform, biomass cover, or valley bottom percentage attributes.
Logical_Consistency_Report:
All grid attributes were checked for consistancy of appropriate range values.
Completeness_Report: All areas within the LITMISS_Z grid have attributed regions.
Positional_Accuracy:
Horizontal_Positional_Accuracy:
Horizontal_Positional_Accuracy_Report:
Claimed root-mean square error for horizontal position of the terrain-corrected Landsat TM images is 18 meters in the x direction (WNW-ESE) and 30 meters in the y direction (NNE-SSW).
Vertical_Positional_Accuracy:
Vertical_Positional_Accuracy_Report:
Each region has a mean elevation in meters determined from Digital Elevation Models whose Root Mean Square accuracy varies from 7 meters to approximately 30 meters.
Lineage:
Source_Information:
Source_Citation:
Citation_Information:
Originator: Hughes STX Corporation
Publication_Date: 1994
Title: Terrain-corrected Landsat Thematic Mapper Image p34r27,
Geospatial_Data_Presentation_Form: remote-sensing image
Publication_Information:
Publication_Place: Lanham, Maryland
Publisher: Hughes STX Corporation
Source_Scale_Denominator: 60000
Type_of_Source_Media: Online
Source_Time_Period_of_Content:
Time_Period_Information:
Single_Date/Time:
Calendar_Date: 19940711
Source_Currentness_Reference: calendar date
Source_Citation_Abbreviation: HSTX
Source_Contribution: Provided base imagery for classification.
Source_Information:
Source_Citation:
Citation_Information:
Originator: Hughes STX Corporation
Publication_Date: 1994
Title: Terrain-corrected Landsat Thematic Mapper Image p34r28,
Geospatial_Data_Presentation_Form: remote-sensing image
Publication_Information:
Publication_Place: Lanham, Maryland
Publisher: Hughes STX Corporation
Source_Scale_Denominator: 60000
Type_of_Source_Media: Online
Source_Time_Period_of_Content:
Time_Period_Information:
Single_Date/Time:
Calendar_Date: 19930809
Source_Currentness_Reference: calendar date
Source_Citation_Abbreviation: HSTX
Source_Contribution: Provided base imagery for classification.
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Forest Service, Region 1
Publication_Date: 199609
Title: Existing Ground-Truth Databases
Geospatial_Data_Presentation_Form: map
Publication_Information:
Publication_Place: Montana
Publisher: U.S. Forest Service
Source_Scale_Denominator: 24000
Type_of_Source_Media: digital
Source_Time_Period_of_Content:
Time_Period_Information:
Multiple_Dates/Times:
Calendar_Date: 199609
Calendar_Date: 199705
Source_Currentness_Reference: calendar date
Source_Citation_Abbreviation: GRTR
Source_Contribution: Provided training data for assigning cover type labels.
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Geological Survey
Publication_Date: 199603
Title: 1:100,000-scale Digital Line Graphs
Geospatial_Data_Presentation_Form: map
Publication_Information:
Publication_Place: Reston, VA
Publisher: U.S. Geological Survey
Source_Scale_Denominator: 100000
Type_of_Source_Media: digital
Source_Time_Period_of_Content:
Time_Period_Information:
Multiple_Dates/Times:
Calendar_Date: 199603
Calendar_Date: 199704
Source_Currentness_Reference: calendar date
Source_Citation_Abbreviation: HYDR
Source_Contribution: Provided hydrography layer.
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Geological Survey
Publication_Date: 199507
Title: 7.5-minute Digital Elevation Models
Geospatial_Data_Presentation_Form: map
Publication_Information:
Publication_Place: Reston, VA
Publisher: U.S. Geological Survey
Source_Scale_Denominator: 24000
Type_of_Source_Media: digital
Source_Time_Period_of_Content:
Time_Period_Information:
Multiple_Dates/Times:
Calendar_Date: 199507
Calendar_Date: 199609
Source_Currentness_Reference: calendar date
Source_Citation_Abbreviation: DEM
Source_Contribution: Provided majority of topography layer.
Source_Information:
Source_Citation:
Citation_Information:
Originator: Defense Mapping Agency
Publication_Date: 199507
Title: 1-degree Digital Elevation Models
Geospatial_Data_Presentation_Form: map
Publication_Information:
Publication_Place: Bethesda, MD
Publisher: Defense Mapping Agency
Source_Scale_Denominator: 250000
Type_of_Source_Media: digital
Source_Time_Period_of_Content:
Time_Period_Information:
Multiple_Dates/Times:
Calendar_Date: 199507
Calendar_Date: 199609
Source_Currentness_Reference: calendar date
Source_Citation_Abbreviation: DEM
Source_Contribution:
Provided topography layer where 7.5-minute DEM data were unavailable.
Process_Step:
Process_Description:
Classify: unsupervised classification of input image pixels into 130 spectral classes using nearest member group algorithm.
Source_Used_Citation_Abbreviation: HSTX
Process_Date: 19990201
Source_Produced_Citation_Abbreviation: CLAS
Process_Step:
Process_Description:
Merge: using customized software, merged all classified pixels using a variable minimum map unit into regions ranging. Variable minimum map unit was based on a moving window algorithm comparing surrounding pixel heterogeneity; pixels under the minimum map unit were merged with the most similar neighbors. Makedem: extracted a digital elevation model (DEM) from the WSAL dem database for use during labeling. Makehydrography: extracted a hydrography coverage from the WSAL hydrography database for use during labeling. Buildvat: built an Arc/Info value attribute table (VAT) to hold all items (fields) for which descriptive data could be developed for each region. Filled in VALUE, COUNT, LINK, HECTARES, PERIMETER, TM1, TM2, TM3, TM4, TM5, TM6, TM7, TM1STD, TM2STD, TM3STD, TM4STD, TM5STD, TM6STD, TM7STD, MNDVI, ELE, SLP, ASP, XCOORD, and YCOORD fields.
Source_Used_Citation_Abbreviation: CLAS, DEM, HYDR
Process_Date: 19990301
Source_Produced_Citation_Abbreviation: EXTR
Process_Step:
Process_Description:
Processgt: filled in spectral, topographic, and hydrologic information in ground-truth training data for use in supervised classification.
Source_Used_Citation_Abbreviation: GRTR, EXTR
Process_Date: 19990330
Source_Produced_Citation_Abbreviation: GRT
Process_Step:
Process_Description:
Labelmanually: manually labeled urban, agricultural, water, and cloud areas. Filled in the COVERTYPE field for regions identifed in the manual classification.
Source_Used_Citation_Abbreviation: EXTR, CLAS
Process_Date: 19990415
Source_Produced_Citation_Abbreviation: EXTR
Process_Step:
Process_Description:
Edgematch: for each scene, identified and labeled regions to be retained where overlap occurs among scenes to make a seamless image for the entire state.
Source_Used_Citation_Abbreviation: EXTR
Process_Date: 19990615
Source_Produced_Citation_Abbreviation: EXTR
Process_Step:
Process_Description:
Labelcovertype: performed training data classification using a nearest neighbor euclidian distance classifier. The euclidian distance between an unlabeled region each training data point was calculated. The region was assigned the covertype of the training data point with the closest euclidian distance to the region. A total of 25 covertypes were classified using training data. The training data was analyzed for positional accuracy and general lifeform agreement with the imagery. The COV_CODE_1 field was filled in based on the closest training data point. The COV_PROB_1 was filled in with the euclidian distance of the closest training data point. The COV_CODE_2, and COV_CODE_3 fields were filled in based on the second and thrid closest training data points. The COVERTYPE field was filled in for regions not labeled in the manual classification from the COV_CODE_1 field. The LF (lifeform), was filled in based on the COVERTYPE field.
Source_Used_Citation_Abbreviation: EXTR, GRT
Process_Date: 20000215
Source_Produced_Citation_Abbreviation: EXTR
Process_Step:
Process_Description:
Labelbiomass: Determined MNDVI splits of vegetation biomass for each lifeform using a regression algorithm on the training data. Filled in the BIOCOV field using the COVERTYPE and MNDVI fields. Filled in the PRODUCTION field using the MNDVI values multiplied by a production coeficiant based on COVERTYPE.
Source_Used_Citation_Abbreviation: EXTR, GRT
Process_Date: 20000215
Source_Produced_Citation_Abbreviation: EXTR
Process_Step:
Process_Description: Validate: validation was performed for all items in the VAT.
Source_Used_Citation_Abbreviation: EXTR
Process_Date: 20000330
Source_Produced_Citation_Abbreviation: EXTR


Spatial_Data_Organization_Information:
Direct_Spatial_Reference_Method: Raster
Raster_Object_Information:
Raster_Object_Type: Grid cell
Row_Count: 7606
Column_Count: 3688


Spatial_Reference_Information:
Horizontal_Coordinate_System_Definition:
Planar:
Map_Projection:
Map_Projection_Name: Albers Conical Equal Area
Albers_Conical_Equal_Area:
Standard_Parallel: 46
Standard_Parallel: 48
Longitude_of_Central_Meridian: -109.5
Latitude_of_Projection_Origin: 44.25
False_Easting: 600000.00000
False_Northing: 0.00000
Planar_Coordinate_Information:
Planar_Coordinate_Encoding_Method: row and column
Coordinate_Representation:
Abscissa_Resolution: .1
Ordinate_Resolution: .1
Planar_Distance_Units: meters
Geodetic_Model:
Horizontal_Datum_Name: North American Datum of 1927
Ellipsoid_Name: Clarke 1866
Semi-major_Axis: 6378206.4
Denominator_of_Flattening_Ratio: 294.98
Vertical_Coordinate_System_Definition:
Altitude_System_Definition:
Altitude_Datum_Name: NGVD29
Altitude_Resolution: 1
Altitude_Distance_Units: meters
Altitude_Encoding_Method: Implicit coordinate


Entity_and_Attribute_Information:
Detailed_Description:
Entity_Type:
Entity_Type_Label: LITMISS_Z.VAT
Entity_Type_Definition: Grid Cell Value Attribute Table
Entity_Type_Definition_Source: None
Attribute:
Attribute_Label: VALUE
Attribute_Definition:
Unique region identification number, assigned by Arc/Info software when the buildvat process is run.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 1
Range_Domain_Maximum: 722247
Attribute_Units_of_Measure: Numeric, 7
Attribute:
Attribute_Label: COUNT
Attribute_Definition: Number of 30m x 30m pixels for each region in the zone grid.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 1
Range_Domain_Maximum: 153199
Attribute_Units_of_Measure: Numeric, 7
Attribute:
Attribute_Label: SCENENAME
Attribute_Definition: TM scene the region originated in.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value: P34R27
Enumerated_Domain_Value_Definition: TM scene P34R27
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: P34R28
Enumerated_Domain_Value_Definition: TM scene P34R28
Enumerated_Domain_Value_Definition_Source: none
Attribute:
Attribute_Label: LF
Attribute_Definition: Lifeform of the region based on the covertype classification.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value: 0
Enumerated_Domain_Value_Definition: Cloud/Shadow
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 1
Enumerated_Domain_Value_Definition: Urban
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 2
Enumerated_Domain_Value_Definition: Agriculture
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3
Enumerated_Domain_Value_Definition: Grasslands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4
Enumerated_Domain_Value_Definition: Shrublands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 5
Enumerated_Domain_Value_Definition: Broadleaf
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6
Enumerated_Domain_Value_Definition: Conifer
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 7
Enumerated_Domain_Value_Definition: Barren
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 8
Enumerated_Domain_Value_Definition: Water
Enumerated_Domain_Value_Definition_Source: none
Attribute:
Attribute_Label: COVERTYPE
Attribute_Definition:
Overstory land cover type class assigned in supervised classification.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value: 1100
Enumerated_Domain_Value_Definition: Urban or Developed Lands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 2010
Enumerated_Domain_Value_Definition: Agricultural Lands - Dry
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 2020
Enumerated_Domain_Value_Definition: Agricultural Lands - Irrigated
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3111
Enumerated_Domain_Value_Definition: Non-Native Grass
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3130
Enumerated_Domain_Value_Definition: Very Low Cover Grasslands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3140
Enumerated_Domain_Value_Definition: Low Cover Grasslands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3150
Enumerated_Domain_Value_Definition: Low/Moderate Cover Grasslands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3160
Enumerated_Domain_Value_Definition: Moderate/High Cover Grasslands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3210
Enumerated_Domain_Value_Definition: Mixed Mesic Shrubs
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3309
Enumerated_Domain_Value_Definition: Silver Sage
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3313
Enumerated_Domain_Value_Definition: Creeping Juniper
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3352
Enumerated_Domain_Value_Definition: Wyoming Big Sagebrush Steppe
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3510
Enumerated_Domain_Value_Definition: Mesic Shrub-Grassland Complex
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3520
Enumerated_Domain_Value_Definition: Xeric Shrub-Grassland Complex
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3530
Enumerated_Domain_Value_Definition: Tree-Shrub Complex
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4140
Enumerated_Domain_Value_Definition: Mixed Broadleaf Forest
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4205
Enumerated_Domain_Value_Definition: Limber Pine
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4206
Enumerated_Domain_Value_Definition: Ponderosa Pine
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4214
Enumerated_Domain_Value_Definition: Rocky Mountain Juniper
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4300
Enumerated_Domain_Value_Definition: Mixed Broadleaf and Conifer Forest
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 5000
Enumerated_Domain_Value_Definition: Water
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6120
Enumerated_Domain_Value_Definition: Broadleaf Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6130
Enumerated_Domain_Value_Definition: Mixed Broadleaf and Conifer Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6140
Enumerated_Domain_Value_Definition: Mixed Forest and Non-Forest Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6210
Enumerated_Domain_Value_Definition: Graminoid and Forb Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6310
Enumerated_Domain_Value_Definition: Shrub Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6400
Enumerated_Domain_Value_Definition: Mixed Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 7600
Enumerated_Domain_Value_Definition: Badlands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 7601
Enumerated_Domain_Value_Definition: Shrub Badlands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 7602
Enumerated_Domain_Value_Definition: Grass Badlands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 9800
Enumerated_Domain_Value_Definition: Clouds
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 9900
Enumerated_Domain_Value_Definition: Cloud Shadows
Enumerated_Domain_Value_Definition_Source: none
Attribute_Units_of_Measure: Numeric, 5
Attribute:
Attribute_Label: BIOCOV
Attribute_Definition:
Biological production cover class (combination of COVERTYPE and PRODUCTION fields).
Attribute_Definition_Source: none
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value: 1
Enumerated_Domain_Value_Definition: AG-LOW Agriculture, low production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 2
Enumerated_Domain_Value_Definition: AG-HIGH Agriculture, high production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3
Enumerated_Domain_Value_Definition: CW-LOW Crested Wheat, low production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4
Enumerated_Domain_Value_Definition: CW-HIGH Crested Wheat, high production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 5
Enumerated_Domain_Value_Definition: GR-VLOW Grassland, very low production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6
Enumerated_Domain_Value_Definition: GR-LOW Grassland, low production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 7
Enumerated_Domain_Value_Definition: GR-L/M Grassland, low-moderate production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 8
Enumerated_Domain_Value_Definition: GR-M/H Grassland, moderate-high production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 9
Enumerated_Domain_Value_Definition: SH-VLOW Shrubland, very low production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 10
Enumerated_Domain_Value_Definition: SH-LOW Shrubland, low production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 11
Enumerated_Domain_Value_Definition: SH-L/M Shrubland, low-moderate production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 12
Enumerated_Domain_Value_Definition: SH-M/H Shrubland, moderate-high production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 13
Enumerated_Domain_Value_Definition: BF-LOW Broadleaf Forest, low production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 14
Enumerated_Domain_Value_Definition: BF-MOD Broadleaf Forest, moderate production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 15
Enumerated_Domain_Value_Definition: BF-HIGH Broadleaf Forest, high production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 16
Enumerated_Domain_Value_Definition: CF Conifer Forest, n/a production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 17
Enumerated_Domain_Value_Definition: BL Badland, n/a production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 18
Enumerated_Domain_Value_Definition: CLD Cloud/Cloud Shadow, n/a production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 19
Enumerated_Domain_Value_Definition: WA Water, n/a production
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 20
Enumerated_Domain_Value_Definition: URB Urban, n/a production
Enumerated_Domain_Value_Definition_Source: none
Attribute:
Attribute_Label: RIPARIAN
Attribute_Definition: Indicates whether the region overlaps a riparian zone.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value: 0
Enumerated_Domain_Value_Definition: Does not overlap a riparian zone
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 1
Enumerated_Domain_Value_Definition: Overlaps a riparian zone
Enumerated_Domain_Value_Definition_Source: none
Attribute:
Attribute_Label: VB_PCT
Attribute_Definition:
Valley bottom percentage; percent of region that occurs in a valley bottom.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0
Range_Domain_Maximum: 100
Attribute_Units_of_Measure: Percentage
Attribute:
Attribute_Label: PRODUCTION
Attribute_Definition: Net primary productivity
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: -1
Range_Domain_Maximum: 3747.688721
Attribute_Units_of_Measure: pounds per acre per year
Attribute:
Attribute_Label: ELEVATION (ELE)
Attribute_Definition: Mean elevation of region calculated from USGS DEM.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 545
Range_Domain_Maximum: 1058
Attribute_Units_of_Measure: meters
Attribute_Measurement_Resolution: 0.000099
Attribute:
Attribute_Label: SLOPE (SLP)
Attribute_Definition: Mean slope of region calculated from USGS DEM.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0
Range_Domain_Maximum: 51
Attribute_Units_of_Measure: decimal degrees
Attribute_Measurement_Resolution: 0.000099
Attribute:
Attribute_Label: ASP
Attribute_Definition: Majority aspect of the region calculated from USGS DEM.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value: 0
Enumerated_Domain_Value_Definition: flat
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 1
Enumerated_Domain_Value_Definition: north
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 2
Enumerated_Domain_Value_Definition: northeast
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3
Enumerated_Domain_Value_Definition: east
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4
Enumerated_Domain_Value_Definition: southeast
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 5
Enumerated_Domain_Value_Definition: south
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6
Enumerated_Domain_Value_Definition: southwest
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 7
Enumerated_Domain_Value_Definition: west
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 8
Enumerated_Domain_Value_Definition: northwest
Enumerated_Domain_Value_Definition_Source: none
Attribute_Units_of_Measure: Numeric, 1
Attribute:
Attribute_Label: SPECTRAL_CLASS (LINK)
Attribute_Definition:
Spectral class of merged region based on unsupervised classification of 30m pixels into 1 of 130 spectral classes.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 1
Range_Domain_Maximum: 130
Attribute_Units_of_Measure: Numeric, 4
Attribute:
Attribute_Label: RIPPERC
Attribute_Definition:
The percentage of a region that has a spectral class associated with riparian areas.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0
Range_Domain_Maximum: 100
Attribute_Units_of_Measure: Percent
Attribute:
Attribute_Label: COV_CODE_1
Attribute_Definition:
Most probable overstory land cover type class assigned in training data classification.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value: 3111
Enumerated_Domain_Value_Definition: Non-Native Grass
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3130
Enumerated_Domain_Value_Definition: Very Low Cover Grasslands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3140
Enumerated_Domain_Value_Definition: Low Cover Grasslands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3150
Enumerated_Domain_Value_Definition: Low/Moderate Cover Grasslands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3160
Enumerated_Domain_Value_Definition: Moderate/High Cover Grasslands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3210
Enumerated_Domain_Value_Definition: Mixed Mesic Shrubs
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3309
Enumerated_Domain_Value_Definition: Silver Sage
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3313
Enumerated_Domain_Value_Definition: Creeping Juniper
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3352
Enumerated_Domain_Value_Definition: Wyoming Big Sagebrush Steppe
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3510
Enumerated_Domain_Value_Definition: Mesic Shrub-Grassland Complex
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3520
Enumerated_Domain_Value_Definition: Xeric Shrub-Grassland Complex
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 3530
Enumerated_Domain_Value_Definition: Tree-Shrub Complex
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4140
Enumerated_Domain_Value_Definition: Mixed Broadleaf Forest
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4205
Enumerated_Domain_Value_Definition: Limber Pine
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4206
Enumerated_Domain_Value_Definition: Ponderosa Pine
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4214
Enumerated_Domain_Value_Definition: Rocky Mountain Juniper
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 4300
Enumerated_Domain_Value_Definition: Mixed Broadleaf and Conifer Forest
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6120
Enumerated_Domain_Value_Definition: Broadleaf Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6130
Enumerated_Domain_Value_Definition: Mixed Broadleaf and Conifer Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6140
Enumerated_Domain_Value_Definition: Mixed Forest and Non-Forest Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6210
Enumerated_Domain_Value_Definition: Graminoid and Forb Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6310
Enumerated_Domain_Value_Definition: Shrub Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 6400
Enumerated_Domain_Value_Definition: Mixed Riparian
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 7600
Enumerated_Domain_Value_Definition: Badlands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 7601
Enumerated_Domain_Value_Definition: Shrub Badlands
Enumerated_Domain_Value_Definition_Source: none
Enumerated_Domain_Value: 7602
Enumerated_Domain_Value_Definition: Grass Badlands
Enumerated_Domain_Value_Definition_Source: none
Attribute_Units_of_Measure: Numeric, 5
Attribute:
Attribute_Label: COV_PROB_1
Attribute_Definition:
Euclidian distance of the closest training data point to the region. Euclidian distance was calculated using TM values between region and training data points.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.0
Range_Domain_Maximum: 10000000000.000000
Attribute_Units_of_Measure: hectares
Attribute:
Attribute_Label: COV_CODE_2
Attribute_Definition:
Second most probable overstory land cover type class assigned in training data classification.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value: see Attribute COV_CODE_1
Enumerated_Domain_Value_Definition: see Attribute COV_CODE_1
Enumerated_Domain_Value_Definition_Source: none
Attribute:
Attribute_Label: COV_CODE_3
Attribute_Definition:
Third most probable overstory land cover type class assigned in training data classification.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value: see Attribute COV_CODE_1
Enumerated_Domain_Value_Definition: see Attribute COV_CODE_1
Enumerated_Domain_Value_Definition_Source: none
Attribute:
Attribute_Label: PTLABID
Attribute_Definition:
Identifier for ground-truth plot used to label this region grid.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 12704
Range_Domain_Maximum: 287933
Attribute_Units_of_Measure: 1
Attribute:
Attribute_Label: TM1
Attribute_Definition: Mean spectral value of region in Thematic Mapper channel 1.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 8.461538
Range_Domain_Maximum: 182.169617
Attribute_Units_of_Measure: Units of radiance
Attribute_Measurement_Resolution: 0.000099
Attribute:
Attribute_Label: TM2
Attribute_Definition: Mean spectral value of region in Thematic Mapper channel 2.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 4.384615
Range_Domain_Maximum: 91.667847
Attribute_Units_of_Measure: Units of radiance
Attribute_Measurement_Resolution: 0.000099
Attribute:
Attribute_Label: TM3
Attribute_Definition: Mean spectral value of region in Thematic Mapper channel 3.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 5.000000
Range_Domain_Maximum: 107.285713
Attribute_Units_of_Measure: Units of radiance
Attribute_Measurement_Resolution: 0.000099
Attribute:
Attribute_Label: TM4
Attribute_Definition: Mean spectral value of region in Thematic Mapper channel 4.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 6.000000
Range_Domain_Maximum: 144.014923
Attribute_Units_of_Measure: Units of radiance
Attribute_Measurement_Resolution: 0.000099
Attribute:
Attribute_Label: TM5
Attribute_Definition: Mean spectral value of region in Thematic Mapper channel 5.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.179487
Range_Domain_Maximum: 253.000000
Attribute_Units_of_Measure: Units of radiance
Attribute_Measurement_Resolution: 0.000099
Attribute:
Attribute_Label: TM6
Attribute_Definition: Mean spectral value of region in Thematic Mapper channel 6.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 23.205128
Range_Domain_Maximum: 165.745102
Attribute_Units_of_Measure: Units of radiance
Attribute_Measurement_Resolution: 0.000099
Attribute:
Attribute_Label: TM7
Attribute_Definition: Mean spectral value of region in Thematic Mapper channel 7.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.000000
Range_Domain_Maximum: 222.000000
Attribute_Units_of_Measure: Numeric, 8
Attribute:
Attribute_Label: TM1STD
Attribute_Definition:
First Standard Deviation of Thematic Mapper channel 1 for all pixels in region.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.000000
Range_Domain_Maximum: 53.000000
Attribute_Units_of_Measure: Units of radiance
Attribute:
Attribute_Label: TM2STD
Attribute_Definition:
First Standard Deviation of Thematic Mapper channel 2 for all pixels in region.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.000000
Range_Domain_Maximum: 37.605038
Attribute_Units_of_Measure: Units of radiance
Attribute:
Attribute_Label: TM3STD
Attribute_Definition:
First Standard Deviation of Thematic Mapper channel 3 for all pixels in region.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.000000
Range_Domain_Maximum: 47.000000
Attribute_Units_of_Measure: Units of radiance
Attribute:
Attribute_Label: TM4STD
Attribute_Definition:
First Standard Deviation of Thematic Mapper channel 4 for all pixels in region.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.000000
Range_Domain_Maximum: 39.276455
Attribute_Units_of_Measure: Units of radiance
Attribute:
Attribute_Label: TM5STD
Attribute_Definition:
First Standard Deviation of Thematic Mapper channel 5 for all pixels in region.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.000000
Range_Domain_Maximum: 42.633430
Attribute_Units_of_Measure: Units of radiance
Attribute:
Attribute_Label: TM6STD
Attribute_Definition:
First Standard Deviation of Thematic Mapper channel 6 for all pixels in region.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.000000
Range_Domain_Maximum: 46.630939
Attribute_Units_of_Measure: Units of radiance
Attribute:
Attribute_Label: TM7STD
Attribute_Definition:
First Standard Deviation of Thematic Mapper channel 7 for all pixels in region.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.000000
Range_Domain_Maximum: 51.620613
Attribute_Units_of_Measure: Units of radiance
Attribute:
Attribute_Label: MNDVI
Attribute_Definition:
Modified normalized difference vegetation index; calculated according to the following equation: (TM4 - TM3) / (TM4 + TM3 + 1) * ( 256 / (TM5 + 1)) * 100.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: -1676.190430
Range_Domain_Maximum: 2740.671143
Attribute_Units_of_Measure: 1
Attribute:
Attribute_Label: HECTARES
Attribute_Definition: Area for the region in hectares (COUNT * 0.09).
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.09
Range_Domain_Maximum: 13787.910156
Attribute_Units_of_Measure: hectares
Attribute:
Attribute_Label: PERIMETER
Attribute_Definition: Perimeter of the region.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 120.000000
Range_Domain_Maximum: 195000.000000
Attribute_Units_of_Measure: meters
Attribute_Measurement_Resolution: 1
Attribute:
Attribute_Label: XCOORD
Attribute_Definition: x coordinate of a point within the region.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 1001790.000000
Range_Domain_Maximum: 1112385.000000
Attribute_Units_of_Measure: none
Attribute:
Attribute_Label: YCOORD
Attribute_Definition: y coordinate of a point within the region.
Attribute_Definition_Source: none
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 236431.859375
Range_Domain_Maximum: 464478.718750
Attribute_Units_of_Measure: none


Distribution_Information:
Distributor:
Contact_Information:
Contact_Organization_Primary:
Contact_Person: Mark Jensen
Contact_Organization: Ecological Applications Service Team
Contact_Address:
Address_Type: mailing and physical address
Address: Federal Building, 200 East Broadway, P.O. Box 7669
City: Missoula
State_or_Province: MT
Postal_Code: 59807
Country: USA
Contact_Voice_Telephone: 406 329 3047
Contact_Facsimile_Telephone: 406 329 3199
Contact_Electronic_Mail_Address: mjensen/r1@fs.fed.us
Hours_of_Service: Monday-Friday, 8-5, Pacific Time
Contact_Instructions: Please call or email for information about this product.
Resource_Description: LITMISS_Z grid
Distribution_Liability:
This data set is in the private domain, and the recipient may not assert any proprietary rights thereto nor represent it to anyone as other than a data set produced by The University of Montana under contract to Region One of The US Forest Service; it is provided "as-is" without warranty of any kind, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose. The user assumes all responsibility for the accuracy and suitability of this data set for a specific application. In no event will the data set producers at The University of Montana be liable for any damages, including lost profits, lost savings, or other incidental or consequential damages arising from the use of or the inability to use this data set.
Standard_Order_Process:
Digital_Form:
Digital_Transfer_Information:
Format_Name: Arc/Info Grid data sets
Format_Version_Number: 7.2.1
Format_Specification: None
Transfer_Size: 48
Digital_Transfer_Option:
Offline_Option:
Offline_Media: 8mm tape cartridge
Recording_Format: tar
Offline_Option:
Offline_Media: CD-ROM
Recording_Format: ISO 9660 with Joliet (Windows 95) extensions
Fees:
For-profit organizations must pay costs to reproduce the data. Fees can be waived if performing government work.


Metadata_Reference_Information:
Metadata_Date: 20000406
Metadata_Review_Date: 20000406
Metadata_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization: Wildlife Spatial Analysis Lab
Contact_Person: Chris Winne
Contact_Position: Image Analyst
Contact_Address:
Address_Type: mailing and physical address
Address: Wildlife Spatial Analysis Lab, The University of Montana
City: Missoula
State_or_Province: Montana
Postal_Code: 59812-1063
Country: USA
Contact_Voice_Telephone: 406 243 5217 (email preferred)
Contact_Facsimile_Telephone: 406 243 6064
Contact_Electronic_Mail_Address: chris@wru.umt.edu
Hours_of_Service: Monday-Friday, 8-5, Mountain Time
Metadata_Standard_Name: FGDC Content Standards For Digital Geospatial Metadata
Metadata_Standard_Version: 19940608
Metadata_Time_Convention: local time

Generated by mp on Fri Apr 7 09:03:54 2000