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利用人口普查数据:为基于污水的流行病学分析对污水处理厂集水区人群进行特征描述。

Harnessing the Power of the Census: Characterizing Wastewater Treatment Plant Catchment Populations for Wastewater-Based Epidemiology.

机构信息

Queensland Alliance for Environmental Health Science , The University of Queensland , 20 Cornwall Street , Woolloongabba , Queensland 4102 , Australia.

Eawag, Swiss Federal Institute of Aquatic Science and Technology , CH 8600 Dübendorf , Switzerland.

出版信息

Environ Sci Technol. 2019 Sep 3;53(17):10303-10311. doi: 10.1021/acs.est.9b03447. Epub 2019 Aug 22.

Abstract

Wastewater studies that provide per capita estimates of consumption (influent) or release (effluent) via wastewater systems rely heavily on accurate population data. This study evaluated the accuracy of Wastewater Treatment Plant (WWTP) reported populations, as well as hydrochemical parameters, against accurate populations from a population census. 104 catchment maps were received from WWTPs, geolocated in geospatial software and overlaid with the smallest area unit of the Australian census, equating to 14.9 million Australians or 64% of the national population. We characterized each catchment for population counts, as well as by age profile, income profile, and education level. For a subset of sites, population estimates using hydrochemical parameters BOD, COD, and dissolved ammonia were evaluated for accuracy against census populations. Population estimates provided by WWTP personnel were on average 18% higher than census-based populations. Furthermore, hydrochemical-based population estimates had high RSD (>44%) for BOD, COD, and ammonium between sites, suggesting that their applicability for use in population estimation may not be appropriate for every WWTP. Catchment age distributions were evaluated and 46% of catchments had skewed age distributions: 6% were skewed older, and 40% were skewed younger. Through this process WWTP catchment populations can be characterized in a way that will enhance the interpretations of per capita estimates.

摘要

污水研究通过污水系统提供人均消费(进水)或排放(出水)的估计,这在很大程度上依赖于准确的人口数据。本研究评估了污水处理厂(WWTP)报告的人口以及水文化学参数与人口普查的准确人口数据的准确性。从 WWTP 收到了 104 张汇水区域地图,在地理空间软件中进行地理定位,并与澳大利亚人口普查的最小区域单位叠加,相当于 1490 万澳大利亚人或全国人口的 64%。我们对每个汇水区域的人口计数以及年龄分布、收入分布和教育水平进行了特征描述。对于一部分站点,我们使用 BOD、COD 和溶解氨等水文化学参数来评估人口估计值的准确性,以与人口普查人口进行比较。WWTP 人员提供的人口估计值平均比基于人口普查的人口高 18%。此外,基于水文化学的人口估计值在站点之间的 BOD、COD 和铵之间具有很高的 RSD(>44%),这表明它们在人口估计中的适用性可能并不适用于每个 WWTP。我们评估了汇水区域的年龄分布,其中 46%的汇水区域存在年龄分布偏斜:6%的偏斜年龄较大,40%的偏斜年龄较小。通过这个过程,可以对 WWTP 的汇水区域人口进行特征描述,从而增强对人均估计值的解释。

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