Center for Public Health and Environmental Assessment, Pacific Ecological Systems Division, US EPA, Corvallis, OR 97333.
National Center for Environmental Economics, US EPA, Washington, DC 20004.
Proc Natl Acad Sci U S A. 2023 May 2;120(18):e2120259119. doi: 10.1073/pnas.2120259119. Epub 2023 Apr 24.
The US Environmental Protection Agency (EPA) uses a water quality index (WQI) to estimate benefits of proposed Clean Water Act regulations. The WQI is relevant to human use value, such as recreation, but may not fully capture aspects of nonuse value, such as existence value. Here, we identify an index of biological integrity to supplement the WQI in a forthcoming national stated preference survey that seeks to capture existence value of streams and lakes more accurately within the conterminous United States (CONUS). We used literature and focus group research to evaluate aquatic indices regularly reported by the EPA's National Aquatic Resource Surveys. We chose an index that quantifies loss in biodiversity as the observed-to-expected (O/E) ratio of taxonomic composition because focus group participants easily understood its meaning and the environmental changes that would result in incremental improvements. However, available datasets of this index do not provide the spatial coverage to account for how conditions near survey respondents affect their willingness to pay for its improvement. Therefore, we modeled and interpolated the values of this index from sampled sites to 1.1 million stream segments and 297,071 lakes across the CONUS to provide the required coverage. The models explained 13 to 36% of the variation in O/E scores and demonstrate how modeling can provide data at the required density for benefits estimation. We close by discussing future work to improve performance of the models and to link biological condition with water quality and habitat models that will allow us to forecast changes resulting from regulatory options.
美国环境保护署 (EPA) 使用水质指数 (WQI) 来估计《清洁水法》法规的提议所带来的效益。WQI 与人类使用价值相关,例如娱乐,但可能无法完全捕捉非使用价值的方面,例如存在价值。在这里,我们确定了一个生物完整性指数,以在即将进行的全国意愿调查中补充 WQI,该调查旨在更准确地捕捉美国大陆 (CONUS) 内溪流和湖泊的存在价值。我们使用文献和焦点小组研究来评估 EPA 的国家水生资源调查定期报告的水生指数。我们选择了一个量化生物多样性损失的指数,即分类组成的观测到的与预期的 (O/E) 比值,因为焦点小组参与者很容易理解其含义以及导致递增改善的环境变化。然而,这个指数的可用数据集没有提供空间覆盖范围,无法说明调查对象附近的条件如何影响他们对改善其条件的意愿支付。因此,我们从抽样点对该指数的值进行了建模和插值,以覆盖美国大陆的 110 万条溪流段和 297,071 个湖泊,以提供所需的覆盖范围。这些模型解释了 O/E 分数变化的 13% 到 36%,并展示了建模如何在需要的效益估算密度下提供数据。最后,我们讨论了改进模型性能的未来工作,并将生物状况与水质和栖息地模型联系起来,这将使我们能够预测监管选择带来的变化。