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            <gco:CharacterString>This dataset provides information on the potential recreational demand for bird watching by people taking day trips. The data does not provide information about individuals taking over-night trips. Additionally, this data provides information on peoples' distributed demand for bird watching by their expected willingness to travel for that recreational activity. An augmented euclidean distance was used to distribute the days demanded for bird watching. The model to create this data set did not take into account infrastructure, or geographical features (i.e. roads, cities, recreational destinations, restricted areas etc.). Therefore, recreation demand may be higher or lower in certain areas depending on the proximity of recreation destinations and ease of access. This dataset represents the expected recreation demand and does not provide information on actual bird watching activity.</gco:CharacterString>
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                     <gmd:description>
                        <gco:CharacterString>Acquired the 2011 FHWAR dataset from USFWS.</gco:CharacterString>
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                        <gco:DateTime>2014-11-24T00:00:00</gco:DateTime>
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               </gmd:processStep>
               <gmd:processStep>
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                        <gco:CharacterString>Acquired the 2011 National Visitor Use Monitoring Program data from USDA.</gco:CharacterString>
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                        <gco:DateTime>2014-11-24T00:00:00</gco:DateTime>
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               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Determined regional bird watching participation rate for 1) urban white non-Hispanic, 2) urban non-white and Hispanic, 3) rural white non-Hispanic, and 4) rural non-white and Hispanic using 2011 USFWS FHWAR data.</gco:CharacterString>
                     </gmd:description>
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                        <gco:DateTime>2014-11-25T00:00:00</gco:DateTime>
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               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Regional participation rates were applied to the EnviroAtlas dasymetric population dataset, which reallocates 2010 population from census blocks to 30 meter pixels based on land cover and slope, to determine number of participants by location for each demographic group.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2014-11-26T00:00:00</gco:DateTime>
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               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Summed the urban white non-Hispanic with the urban non-white and Hispanic to create a single urban participants layer and summed the rural white non-Hispanic with the rural non-white and Hispanic to create a single rural participants layer using the Raster Calculator.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2014-11-28T00:00:00</gco:DateTime>
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               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Survey-derived weighted average days of bird watching per participant per year were determined for each region and demographic group from the 2011 USFWS FHWAR dataset.</gco:CharacterString>
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                        <gco:DateTime>2014-12-01T00:00:00</gco:DateTime>
                     </gmd:dateTime>
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               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Multiplied the average regional participation rates by number of participants to estimate total days per year of bird watching.</gco:CharacterString>
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                     <gmd:dateTime>
                        <gco:DateTime>2014-12-02T00:00:00</gco:DateTime>
                     </gmd:dateTime>
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               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Multiplied the total days per year of bird watching data by the proportion of the state-level population that was over age 18 to estimate bird watching for the adult population using the Raster Calculator. The resulting layers were the rural and urban days demanded by origin (DDO) for bird watching by the adult population.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2014-12-04T00:00:00</gco:DateTime>
                     </gmd:dateTime>
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               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Aggregated the DDO layers to a 480 meter cell to enhance processing efficiency using the Aggregate tool.</gco:CharacterString>
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                        <gco:DateTime>2014-12-08T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Created a 1-dimensional probability density function (PDF) showing probability as a function of distance from the origin point using the 2011 USDA Forest Service National Visitor Use Monitoring (NVUM) data.</gco:CharacterString>
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                     <gmd:dateTime>
                        <gco:DateTime>2014-12-10T00:00:00</gco:DateTime>
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                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Integrated the 1-D PDF over individual map cells in eight directions to create a 2-dimensional probability surface for rural and urban bird watching.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2014-12-10T00:00:00</gco:DateTime>
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                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Applied the 2-D kernel density estimator to the DDO map to generate a distributed days demanded map for both rural and urban bird watching using Numpy.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2014-12-11T00:00:00</gco:DateTime>
                     </gmd:dateTime>
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               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Summed the rural and urban surface to create a total distributed days demanded layer for bird watching using the Raster Calculator.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2015-01-08T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Summarized the recreation demand for bird watching values by 12-digit HUC using the Zonal Statistics Tool.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2015-03-09T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Eight of the 12-digit HUCs did not contain any cell center of the recreation demand data and therefore, were ignored in the zonal statistics calculations. An average area weighted calculation was used to approximate the total recreation demand for HUCs 090100080102, 010500021104, 031700090802, 010500040701, 010500021107, 010500040903, 010600030103, 010600030206.</gco:CharacterString>
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