<metadata>
  <idinfo>
    <citation>
      <citeinfo>
        <origin>University of Montana Spatial Analysis Lab</origin>
        <title>Woodland Draws</title>
        <geoform>vector digital data</geoform>
        <pubinfo>
          <pubplace>Helena, Montana</pubplace>
          <publish>Montana State Library</publish>
        </pubinfo>
        <onlink>https://ftpgeoinfo.msl.mt.gov/Data/Spatial/NonMSDI/Geodatabases/WoodlandDraw_Deliverables_SAL_20221115.zip</onlink>
      </citeinfo>
    </citation>
    <descript>
      <abstract>Using NAIP imagery, Spatial Analysis Lab analysts at the University of Montana delineated woodland draw extents. Woodland draws were delineated using the Montana Natural Heritage Program's definition of the Woodland Draw and Ravine ecological system as a guide (https://fieldguide.mt.gov/displayES_Detail.aspx?ES=4328). Once draws were delineated, they were assigned an ambiguity score indicating the analysts confidence that the feature was indeed a woodland draw. Finally, draws were attributed with various environmental variables from other data sources to inform further analysis and field work.</abstract>
      <purpose>The digitized draws represent an inventory woodland draws across Bureau of Land Management (BLM) lands in Montana, North Dakota and South Dakota to the extent that they can be identified and delineated via aerial imagery. The goal of this was to provide the BLM with an inventory of wooded draws and to identify locations for field data collection.</purpose>
    </descript>
    <timeperd>
      <timeinfo>
        <sngdate>
          <caldate>20230118</caldate>
        </sngdate>
      </timeinfo>
      <current>publication date</current>
    </timeperd>
    <status>
      <progress>Complete</progress>
    </status>
    <spdom>
      <bounding>
        <westbc>-109.510887</westbc>
        <eastbc>-101.732124</eastbc>
        <northbc>48.997867</northbc>
        <southbc>44.028199</southbc>
      </bounding>
    </spdom>
    <keywords>
      <theme>
        <themekt>ISO 19115 Topic Category</themekt>
        <themekey>biota</themekey>
        <themekey>environment</themekey>
        <themekey>inlandWaters</themekey>
      </theme>
      <theme>
        <themekt>None</themekt>
        <themekey>montana</themekey>
        <themekey>blm</themekey>
        <themekey>woodland draw</themekey>
        <themekey>ravine</themekey>
        <themekey>woody draws</themekey>
      </theme>
    </keywords>
    <accconst>None</accconst>
    <useconst>None</useconst>
    <ptcontac>
      <cntinfo>
        <cntorgp>
          <cntorg>Montana Spatial Analysis Lab</cntorg>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>NS 313, 32 Campus Drive</address>
          <city>Missoula</city>
          <state>Montana</state>
          <postal>59812</postal>
          <country>United States</country>
        </cntaddr>
        <cntvoice>406-243-5196</cntvoice>
        <cntemail>ryan.rock@mso.umt.edu</cntemail>
        <hours>8-5 </hours>
      </cntinfo>
    </ptcontac>
    <datacred>University of Montana - Spatial Analysis Lab</datacred>
    <native> Version 6.2 (Build 9200) ; Esri ArcGIS 10.9.1.28388</native>
  </idinfo>
  <spdoinfo>
    <direct>Vector</direct>
    <ptvctinf>
      <sdtsterm>
        <sdtstype>GT-polygon composed of chains</sdtstype>
        <ptvctcnt>8014</ptvctcnt>
      </sdtsterm>
    </ptvctinf>
  </spdoinfo>
  <spref>
    <horizsys>
      <planar>
        <mapproj>
          <mapprojn>WGS 1984 Web Mercator Auxiliary Sphere</mapprojn>
          <mapprojp>
            <otherprj>PROJCS["WGS_1984_Web_Mercator_Auxiliary_Sphere",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Mercator_Auxiliary_Sphere"],PARAMETER["False_Easting",0.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",0.0],PARAMETER["Standard_Parallel_1",0.0],PARAMETER["Auxiliary_Sphere_Type",0.0],UNIT["Meter",1.0],AUTHORITY["EPSG",3857]]</otherprj>
          </mapprojp>
        </mapproj>
        <planci>
          <plance>coordinate pair</plance>
          <coordrep>
            <absres>0.0001</absres>
            <ordres>0.0001</ordres>
          </coordrep>
          <plandu>meter</plandu>
        </planci>
      </planar>
      <geodetic>
        <horizdn>D WGS 1984</horizdn>
        <ellips>WGS 1984</ellips>
        <semiaxis>6378137.0</semiaxis>
        <denflat>298.257223563</denflat>
      </geodetic>
    </horizsys>
  </spref>
  <eainfo>
    <detailed>
      <enttyp>
        <enttypl>Digitized_Draws</enttypl>
      </enttyp>
      <attr>
        <attrlabl>FID</attrlabl>
        <attrdef>Internal feature number.</attrdef>
        <attrdefs>Esri</attrdefs>
        <attrdomv>
          <udom>Sequential unique whole numbers that are automatically generated.</udom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>SHAPE</attrlabl>
        <attrdef>Feature geometry.</attrdef>
        <attrdefs>Esri</attrdefs>
        <attrdomv>
          <udom>Coordinates defining the features.</udom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>oid_1</attrlabl>
      </attr>
      <attr>
        <attrlabl>ground_tru</attrlabl>
        <attrdef>If the draw was visited in the field, this was the dominant species along the transect that was surveyed.</attrdef>
      </attr>
      <attr>
        <attrlabl>OBJECTID</attrlabl>
      </attr>
      <attr>
        <attrlabl>F_Intercept</attrlabl>
        <attrdef>Y intercept from the harmonic regression equation.</attrdef>
      </attr>
      <attr>
        <attrlabl>year</attrlabl>
        <attrdef>Coefficient for the year term in the harmonic regression equation (in radians).</attrdef>
      </attr>
      <attr>
        <attrlabl>sig</attrlabl>
        <attrdef>Significance value of the ndvi magnitude coefficient from the harmonic regression equation.</attrdef>
      </attr>
      <attr>
        <attrlabl>access</attrlabl>
        <attrdef>Ratings of accessibility for field visits based on terrain, ownership and proximity to roads.</attrdef>
      </attr>
      <attr>
        <attrlabl>draw_type</attrlabl>
        <attrdef>Categorization of draw vegetation type based on machine learning model prediction.</attrdef>
      </attr>
      <attr>
        <attrlabl>trees</attrlabl>
        <attrdef>Percent cover from Rangeland Analysis Platform (RAP) for 2021.</attrdef>
      </attr>
      <attr>
        <attrlabl>annuals</attrlabl>
        <attrdef>Percent cover from Rangeland Analysis Platform (RAP) for 2021.</attrdef>
      </attr>
      <attr>
        <attrlabl>bare</attrlabl>
        <attrdef>Percent cover from Rangeland Analysis Platform (RAP) for 2021.</attrdef>
      </attr>
      <attr>
        <attrlabl>shrub</attrlabl>
        <attrdef>Percent cover from Rangeland Analysis Platform (RAP) for 2021.</attrdef>
      </attr>
      <attr>
        <attrlabl>twi</attrlabl>
        <attrdef>Topographic wetness index derived from DEM.</attrdef>
      </attr>
      <attr>
        <attrlabl>cos</attrlabl>
        <attrdef>artifact - not needed</attrdef>
      </attr>
      <attr>
        <attrlabl>sin</attrlabl>
        <attrdef>artifact - not needed</attrdef>
      </attr>
      <attr>
        <attrlabl>pnull</attrlabl>
        <attrdef>Percent of pixels in the draw where the TWI was null (flat/no slope).</attrdef>
      </attr>
      <attr>
        <attrlabl>perennial</attrlabl>
        <attrdef>Percent cover from Rangeland Analysis Platform (RAP) for 2021.</attrdef>
      </attr>
      <attr>
        <attrlabl>litter</attrlabl>
        <attrdef>Percent cover from Rangeland Analysis Platform (RAP) for 2021.</attrdef>
      </attr>
      <attr>
        <attrlabl>area</attrlabl>
        <attrdef>Draw area in square meters.</attrdef>
      </attr>
      <attr>
        <attrlabl>perim</attrlabl>
        <attrdef>Draw perimeter in meters.</attrdef>
      </attr>
      <attr>
        <attrlabl>magnitude</attrlabl>
        <attrdef>Average kNDVI amplitude from 1990-2020 computed by fitting a harmonic regression model to each pixel. Interpreted as the yearly average change in kNDVI for each draw polygon.</attrdef>
      </attr>
      <attr>
        <attrlabl>northing</attrlabl>
      </attr>
      <attr>
        <attrlabl>easting</attrlabl>
      </attr>
      <attr>
        <attrlabl>mean_cos</attrlabl>
        <attrdef>Average cosine of slope aspect (northness) for the draw.</attrdef>
      </attr>
      <attr>
        <attrlabl>mean_sin</attrlabl>
        <attrdef>Average sine of the slope aspect (eastness) for the draw.</attrdef>
      </attr>
      <attr>
        <attrlabl>shape_rati</attrlabl>
        <attrdef>Draw perimeter / draw area.</attrdef>
      </attr>
      <attr>
        <attrlabl>k</attrlabl>
        <attrdef>Strata ID from the k-means clustering performed on the draws prioir to field sampling.</attrdef>
      </attr>
      <attr>
        <attrlabl>ambiguous</attrlabl>
        <attrdef>Score indicating analyst's confidence that the mapped feature is indeed a woody draw. Added during the QA/QC process prior to field work. 0 represents high confidence that the mapped feature is a draw. 1 indicates the feature may not fully meet the definition of a draw. 2 indicates that the draw overlaps wetlands as mapped by the National Wetlands Inventory (NWI).</attrdef>
      </attr>
      <attr>
        <attrlabl>predicted</attrlabl>
        <attrdef>Predicted dominant species based on neural network.</attrdef>
      </attr>
      <attr>
        <attrlabl>gbm_predic</attrlabl>
        <attrdef>Predicted dominant species based on gradient boosted machine.</attrdef>
      </attr>
      <attr>
        <attrlabl>models_agr</attrlabl>
        <attrdef>Boolean; agreement between neural network and gradient boosted predictions of dominant species.</attrdef>
      </attr>
      <attr>
        <attrlabl>SHAPE_Length</attrlabl>
        <attrdef>Length of feature in internal units.</attrdef>
        <attrdefs>Esri</attrdefs>
        <attrdomv>
          <udom>Positive real numbers that are automatically generated.</udom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>SHAPE_Area</attrlabl>
        <attrdef>Area of feature in internal units squared.</attrdef>
        <attrdefs>Esri</attrdefs>
        <attrdomv>
          <udom>Positive real numbers that are automatically generated.</udom>
        </attrdomv>
      </attr>
    </detailed>
  </eainfo>
  <distinfo>
    <distrib>
      <cntinfo>
        <cntorgp>
          <cntorg>Montana State Library</cntorg>
        </cntorgp>
        <cntpos>MSL GIS Clearinghouse</cntpos>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>P.O. Box 201800</address>
          <city>Helena</city>
          <state>MT</state>
          <postal>59620-0113</postal>
        </cntaddr>
        <cntvoice>406-444-5354</cntvoice>
        <cnttdd>Montana Relay 711</cnttdd>
        <cntfax>406-444-0266</cntfax>
        <cntemail>geoinfo@mt.gov</cntemail>
        <hours>8-5</hours>
      </cntinfo>
    </distrib>
    <resdesc>downloadable data</resdesc>
    <distliab>No liability is assumed by the State of Montana for the use of this product</distliab>
    <stdorder>
      <digform>
        <digtinfo>
          <formname>ESRI File Geodatabase</formname>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://ftpgeoinfo.msl.mt.gov/Data/Spatial/NonMSDI/</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
    </stdorder>
  </distinfo>
  <metainfo>
    <metd>20230117</metd>
    <metc>
      <cntinfo>
        <cntorgp>
          <cntorg>University of Montana Spatial Analysis Lab</cntorg>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>NS 313, 32 Campus Drive</address>
          <city>Missoula</city>
          <state>Montana</state>
          <postal>59812</postal>
          <country>United States</country>
        </cntaddr>
        <cntvoice>406-243-5196</cntvoice>
        <cntemail>ryan.rock@mso.umt.edu</cntemail>
        <hours>8-5 </hours>
      </cntinfo>
    </metc>
    <metstdn>FGDC Content Standard for Digital Geospatial Metadata</metstdn>
    <metstdv>FGDC-STD-001-1998</metstdv>
    <mettc>local time</mettc>
  </metainfo>
  <Esri>
    <PublishedDocID>{62da5dc1-1147-4956-9696-8bc9983da67d}</PublishedDocID>
  </Esri>
</metadata>