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            <gmd:MD_TopicCategoryCode>inlandWaters</gmd:MD_TopicCategoryCode>
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                        <gco:Decimal>-65.20336449</gco:Decimal>
                     </gmd:eastBoundLongitude>
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                        <gco:Decimal>22.7348894</gco:Decimal>
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            <gco:CharacterString>It is important to recognize that the average buffer width metric does not include any riparian areas that do not also contain agriculture upslope. For estimates of buffers across all land cover types, Percent Forest and Woody Wetlands might be more appropriate. 0.004% of cells with agricultural land cover did not have a flow accumulation value in the buffer calculations, because the flow went off the edge of the classified area. As a result, there are 7 HUCs that are null for Avg_Buff_Width, despite having a very small amount of agriculture (1 to 5 30-m cells).</gco:CharacterString>
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            <gco:LocalName codeSpace="AgBuffers"/>
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                  <gco:CharacterString>Entity and Attribute Overview: This overview describes the GIS toolbox used to analyze nutrient removal by forests and wetlands (i.e., sinks) from flows coming from upstream source cells (i.e., agriculture). 1) The tool creates six rasters of constant value for the extent of the DEM (digital elevation model). The upper and lower bound values for the source, wetland, and forested area types are assigned individually to one of the six rasters. 2) Three rasters are then created for wetlands, forest, and source that either contain ones or zeros (ones indicate the land area type exists). The rasters are generated by comparing the land use raster to each of the six rasters that were created. If the value in the land use raster cell falls within the range for a given area type, then a value of 1 is assigned to the new raster. 3) The "sink" raster is created by adding the forest and wetland rasters together yielding a raster that contains areas that could serve as "sinks" for nutrient runoff. Raster cell values of 1 represent areas that contain forest or wetland. 4) Occurring separately from the sink and source raster creation is the calculation of the flow direction raster from the 30m DEM input. 5) The stream raster that is input into the tool with 1 representing the stream and 0 representing everything else is then modified. A new stream raster is created that has values of 0 where the streams are and values of 1 where there are not defined streams. 6) The stream raster with 0 values defining the stream reaches is multiplied by the flow direction raster. This yields a flow direction raster defining 0 values along the stream reaches within the flow direction raster. Consequently when the flow length tool is run, the "downstream" extent is measured to any 0 value (i.e., when the flow enters a defined stream). 7) Two flow length grids are then created: one is the distance to the "stream" for the entire raster weighted by the stream raster mask. The distance to the stream is calculated for every grid cell. Another raster is created that calculates the distance to the "stream" (0 value) but is weighted by the sink raster mask. In this new raster, distances across non-forested or non-wetland land use areas are not counted. A distance is only measured if the cell contains a 1 in the sink raster. Consequently, this flow length tool output measures the distance that is traveled only through sink cells. 8) The two flow length grids that were created are then compared to one another to generate a raster that is composed of forest or wetland cells that drain contiguously to a "stream". The tool compares each cell in the two flow length rasters and determines if the flow length is the same length. If the flow length is the same between the two flow length rasters then the cell must be connected contiguously to a stream (because the first flow grid measures absolute length regardless of cell type and the second grid measures absolute length of only forested or wetland cells). This contiguity raster is a value of 1 where the cells are contiguously drained forested or wetland cells and a value of 0 where they are not contiguously drained. 9) The final step in the flow length process involves the source and contiguity rasters. If the cell contains a 1 in the source raster then the flowlength is calculated from the flow direction grid using the contiguity raster as a mask. This means that each source cell will have a distance through contiguous sink area. 10) Separately, after the flow direction raster is created and "burned" with the null stream values (step 6), the flow accumulation raster is then calculated. The flow accumulation raster is weighted by the source raster. In the source raster, 1 appears if the cell is a source type and 0 if not. This means that only flows from source cells will be accounted for in the flow accumulation. Flows from non-source cells are weighted by zero and are not counted (i.e., flow just passes through the cell unchanged). Flows generated from forested, wetland, or other "non-source" areas are not incorporated into the flow accumulation. 11) if the land cover is one of the classes that is considered a sink, and the flow accumulation that results from source contributions is not zero, then it considered to be a sink cell that treats source water 12) A raster of contiguous sink that "treats" source water is then calculated. If the contiguity raster has a value of 1 for the cell and the flow accumulation is non-zero, then the sink contiguously treats source cells. 13) The buffer length is then assigned to upstream ag cells to give each source cell a buffer width. 14.a.) Found the amount of unbuffered agricultural land as a percent of the HUC12 area: total land cover, total ag buffered cells with buffer width = 0 are counted for each HUC12 and then the percent of nonbuffered agriculture cells / # of total land cells. 14.b.) Found the percent of agricultural land that is buffered in each HUC12: total ag and ag buffered cells with a buffer width of &gt;0 m were summed for each HUC12 using tabulate area. Then the percentage of agricultural cells with buffered flow was calculated by dividing the summed area of buffered cells by the total summed area of agriculture. 14.c.) Found the average buffer width by HUC12: The buffer width of source cells is summed for each HUC12 and divided by the total number of source cells. Entity and Attribute Detail Citation: https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets</gco:CharacterString>
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                        <gco:CharacterString>Alternative landing page used to redirect user to a contextual, Agency-hosted "homepage" for the Dataset or API</gco:CharacterString>
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         <gmd:report>
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               <gmd:measureDescription>
                  <gco:CharacterString>Tests for integrity have not been performed.</gco:CharacterString>
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         <gmd:lineage>
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                  <gco:CharacterString>This lineage was generated by the FGDC CSDGM to 19139 transformation</gco:CharacterString>
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               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>30m hydroenforced DEM (USGS National Elevation Dataset 1 arc (30m)) processed to be integer with elevation measured in centimeters</gco:CharacterString>
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                     <gmd:dateTime>
                        <gco:DateTime>2013-09-29T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Created a binary raster from the National Hydrography Dataset (NHD) high resolution (1:24k resolution) where outlines of NHD waterbodies were also considered lines and 1 = stream cell and 0 = non-stream cell</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2013-09-29T00:00:00</gco:DateTime>
                     </gmd:dateTime>
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               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Binary sink raster created from the EnviroAtlas hybrid 2006NLCD/2010CDL layer with codes 63 (Woodland), 87 (Wetlands), 141 (Deciduous Forest), 142 (Evergreen Forest), 143 (Mixed Forest), 152 (Shrubland), 171 (Grassland Herbaceous), 190 (Woody Wetlands), and 195 (Herbaceous Wetlands) considered sinks. Essentially all woodlands, wetlands, forest, shrublands, and grasslands</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2013-09-29T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Binary agricultural source area raster created from 2006NLCD/2010CDL layer with codes 1-6 (Corn, Cotton, Rice, Sorghum, Soybeans, Sunflower, ) 10-14 (Peanuts, Tobacco, Sweet Corn, Pop. or Orn. Corn, Mint, ), 21-38 (Barley, Durum Wheat, Spring Wheat, Winter Wheat, Other Small Grains, Dbl. Crop WinWht/Soy, Rye, Oats, Millet, Speltz, Canola, Flaxseed, Safflower, Rape Seed, Mustard, Alfalfa, Other Hay, Camelina, ), 41-49 (Sugarbeets, Dry Beans, Potatoes, Other Crops, Sugarcane, Sweet Potatoes, Misc. Vegs. and Fruits, Watermelons, Onions, ), 52-60 (Lentils, Peas, Tomatoes, Caneberries, Hops, Herbs, Clover/Wildflowers, Sod/Grass Seed, Switchgrass, ), 66-77 (Cherries, Peaches, Apples, Grapes, Christmas Trees, Other Tree Nuts, Citrus, Other Tree Fruits, Pecans, Almonds, Walnuts, Pears, ), 182 (Cultivated Crop, ), 204-254 (Pistachios, Triticale, Carrots, Asparagus, Garlic, Cantaloupes, Prunes, Olives, Oranges, Honeydew Melons, Broccoli, Peppers, Pomegranates, Nectarines, Greens, Plums, Strawberries, Squash, Apricots, Vetch, Dbl. Crop WinWht/Corn, Dbl. Crop Oats/Corn, Lettuce, Cucumbers, Pumpkins, Dbl. Crop Lettuce/Durum Wht, Dbl. Crop Lettuce/Cantaloupe, Dbl. Crop Lettuce/Upland Cotton, Dbl. Crop Durum Wht/Sorghum, Dbl. Crop Barley/Sorghum, Dbl. Crop WinWht/Sorghum, Dbl. Crop Barley/Corn, Dbl. Crop WinWht/Cotton, Dbl. Crop Soybeans/Cotton, Dbl. Crop Soybeans/Oats, Dbl. Crop Corn/Soybeans, Blueberries, Cabbage, Cauliflower, Celery, Radishes, Turnips, Eggplants, Gourds, Cranberries, Dbl. Crop Barley/Soybeans, ). Essentially all cultivated crops, excluding general pasture.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2013-09-29T00:00:00</gco:DateTime>
                     </gmd:dateTime>
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               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Place DEM, sink binary raster, NHD binary raster, ag source binary raster into riparian tool found at http://ches.communitymodeling.org/models.php#buffer</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2013-09-29T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Tool steps involve creation of a flow direction grid and 2 flow length rasters with downstream extent: one is distance to stream from all grid cells, the other is distance to stream weighted by the sink raster. The 2 flow lengths are compared to determine contiguous sinks to the stream, then assign flow length through source cells. Then, the tool calculates the flow accumulation weighted by source raster and amount of sink that treats ag flow at any point.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2013-09-29T00:00:00</gco:DateTime>
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                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Output of buffer width on source cells.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2013-09-29T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Output rasters of D8bufferwidth, ag cells with buffer &gt;0m and ag buffer cells =0, total source cells, and total land cells tallied for 12 digit HUC and average and percentages calculated</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2013-09-29T00:00:00</gco:DateTime>
                     </gmd:dateTime>
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               </gmd:processStep>
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