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                  <gco:CharacterString>Entity and Attribute Overview: In general terms, domestic use per capita per day per county was estimated using United States Geological Survey (USGS) 2010 Water Use data. Low estimates were normalized using the US median and standard deviation. The finalized water use per person was weighted according to the estimated population per 30 meter pixel on the ground. The weighted water use was then summarized by subwatershed or 12-digit HUC. More specifically, the initial data used to provide this metric is from the USGS. The USGS estimates a variety of water use data at 5-year intervals through the National Water Use Information Program (NWUIP). Data is collected at the state level by USGS water-use study chiefs and estimates are provided at the county level. Compilation methods vary slightly by state, depending on available data. Coefficients are derived and applied as needed to account for gaps in data. Overall guidelines used by the water-use study chiefs and the original data are available through the NWUIP website. In 2010, the USGS reported per capita (person) estimates for domestic (residential) water use, including publicly-supplied (e.g., municipalities) versus self-supplied (e.g., private wells) and associated population estimates. Due to limitations in estimating the distribution of these populations within the county, a weighted average per county was calculated, ((PS-TOPop*1000*DO-PSPCp)+(DO-SSPop*1000*DO-SSPCp)) / (TP-TotPop*1000) where a) PS-TOPop is the Publicly-Supplied Population (in thousands), b) DO-PSPCp is the Publicly-Supplied Per Capita Domestic use (in gallons per day per person), c) DO-SSPop is the Self-Supplied Population (in thousands), d) DO-SSPCp is the Self-Supplied Per Capita Domestic use (in gallons per day per person), e) TP-TotPop is the Total Population per county (in thousands), and f) 1,000 converts each population estimate from thousands to individuals. Due to reporting complexities, such as the need for coefficients and the fact that people routinely cross reporting boundaries, estimates sometimes lead to outlying county results of gallons of water per day per person. To reduce the impact of outliers in the county data, the US median of 80 GPD and standard deviation of 38 GPD were used to normalize the 29 counties with &lt;42 GPD (as low as 16 GPD) to 42 GPD (-1 standard deviation). The high end estimate of 592 GPD was verifiable and, therefore, high end estimates were not adjusted. The finalized GPDs were then weighted according to population distribution. The distributed population map is known as dasymetric population data. The dasymetric data were derived at the EPA using the 2011 NLCD and 2010 US Census data. To represent these results in the EnviroAtlas, the water use values were then summarized by subwatershed, or 12-digit HUC (2015 NHDPlus V2 WBD Snapshot, EnviroAtlas version - Conterminous US). Entity and Attribute Detail Citation: https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets</gco:CharacterString>
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                        <gco:CharacterString>Created a weighted average domestic water use per county - Downloaded 2010 water use data from USGS. Due to limited coverage in other data sets, removed counties outside of the contiguous US. Created a weighted average per county of publicly-supplied and self-supplied domestic water use ((PS-TOPop*1000*DO-PSPCp)+(DO-SSPop*1000*DO-SSPCp)) / (TP-TotPop*1000), resulting in gallons per day (GPD) per person per county.</gco:CharacterString>
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                        <gco:CharacterString>Weighted the water use by population - To weight according to population distribution, rasterized (30m cells, snapped to the dasymetric layer) and multiplied the finalized GPDs by the dasymetric layer with the Raster Calculator.</gco:CharacterString>
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                        <gco:CharacterString>Summarized by watershed - Summarized the weighted water use by watershed or 12-digit HUC using Zonal Statistics as Table (Sum).</gco:CharacterString>
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                        <gco:CharacterString>Formatted results - Adjusted the attribute names for readability and divided the results to millions of gallons per day for display.</gco:CharacterString>
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