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PLOS ONE <br />Identifying wastewater management tradeoffs in Kona, Hawai'i <br />Table 1. Description of wastewater management scenarios. <br />...... <br />No. <br />Scenario name <br />Land use <br />1 <br />Present <br />Current land use <br />2 <br />Future permitted (inaction) <br />Addition of permitted dev, <br />3 <br />All ATU u rade (+ WWTP„uprade)„ <br />P <br />Current land use <br />......, ............ e, <br />4 <br />WWTP upgrade <br />Addition of permited dev( <br />S <br />Target low efficiency <br />Addition of permitted dev, <br />6 <br />Target high -efficiency <br />Addition of permitted dev, <br />7 <br />Target low efficiency + WWTP upgrade <br />Addition of permitted dev, <br />8 <br />Target hieh efficiencv + WWTP upgrade <br />Addition of permitted dev <br />-Cesspool conversion efficiencies are described in'FoWe 2. <br />It.C'Itas://doli.oirg/R13/�/jr. iirin411.lpone,0257125ti7QlI <br />assumption that the permitted build out occurs in the future. For the options with targeted <br />conversion (Scenarios 5-8 in ")Cable 1), risk scores determine whether cesspools in a particular <br />area are converted to either septic or ATU systems. Risk scores were calculated with a weight <br />and rating method using geographical mapping and numerical modeling [25]. Various factors, <br />such as proximity to the shoreline, distance to groundwater, slope, and soil type were weighted <br />based on their relative contribution to the OSDS risk. The efficiency ratings (low or high) <br />denote how effective the upgrade technology is assumed to be at removing nutrients. Assump- <br />tions underlying each scenario are described in greater detail in the remainder of this section. <br />2.3.1. Land and water use. Current land cover is shown in Fig ➢ A. Current water con- <br />sumption is based on pumping rates reported to the Commission on Water Resource Manage- <br />ment (CWRM). On average from 1990-2017, approximately 42,000 m3/d of water was <br />pumped from the Keauhou basal aquifer, while approximately 16,310 m3A was pumped from <br />high-level wells located upgradient of the basal aquifer and outside of the model domain. <br />Future development (Fig q IfB) is based on allocated water permits, as indicated in the Kona <br />Water Use Development Plan (WUDP), where each new residential unit was designated a <br />water demand of 1.5 m3/d [37]. In all of the future scenarios, future water demand is assumed <br />to be supplied entirely by pumping from high-level wells. This results in a 64,080 m3/d reduc- <br />tion in influx from the upland boundary condition of the groundwater model. We further <br />assume that 50% of the future water demand will be used for outdoor purposes [38], while the <br />remaining water (32,040 m3/d) is used indoors before being sent to the WWTP. Nutrient con- <br />centrations were applied to water flowing through each land parcel based on development <br />type and intensity. Based on groundwater measurements from Keauhou pumping wells, nutri- <br />ents released from natural land were assigned N and P concentrations of 1.0 mg/L and 0.1 mg/ <br />L, respectively. Groundwater recharge affected by golf courses (locations obtained from the <br />Hawaii Statewide GIS Program: http://pllairiiiiig,lhawaii.gov/gis/clownpoad-gis-data/) were <br />assigned N and P concentrations of 7.59 mg/L and 0.54 mg/L, respectively [39]. Urban devel- <br />opment was further divided into three intensity levels (low, medium, high) according to the <br />2005 Hawaii Coastal Change Analysis Program [40]. The low, medium, and high urban devel- <br />opment intensities were assigned N concentrations in groundwater recharge of 1.13, 1.07, and <br />1.02 mg/L, respectively, and P concentrations of 0.107, 0.104, and 0.101 mg/L, respectively <br />[41]. Where new development is anticipated in areas of previously -assigned natural land, <br />nutrient concentrations associated with medium intensity development were assigned to <br />recharging groundwaters. New development anticipated in previously developed areas were <br />assigned new nutrient concentrations for groundwater recharge based on anticipated water <br />demand. If anticipated water demand was 1.5 m3/d (i.e., one residential unit), nutrient <br />PLOSONEIIhuttlps://doaa.org/n0.1371/�OLurirualll,lpoine,025712a September8,2021 6/26 <br />