Duvall Melissa S, Hagy James D
U.S. Environmental Protection Agency, Long Island Sound Office, 888 Washington Blvd., Stamford, CT 06904, USA.
U.S. Environmental Protection Agency, Office of Research and Development, 27 Tarzwell Dr., Narragansett, RI 02882, USA.
Sci Total Environ. 2025 Aug 25;992:179957. doi: 10.1016/j.scitotenv.2025.179957. Epub 2025 Jun 26.
Climate-induced changes in streamflow and nutrient loading have important implications for estuarine water quality. We present an empirical approach for estimating changes in the magnitude, timing, and duration of streamflow based on statistically downscaled projections from global climate models. Two generalized additive models (GAMs) fitted using precipitation (Pr) as a predictor and either mean air temperature (Pr + T) or potential evapotranspiration (Pr + ET) produced similar estimates of daily streamflow for 2003-2016. However, projected changes in streamflow for 2030-2050 differed between models, which suggests that T should not be used to represent climate-induced changes in evaporative demand. For the Pr + ET model, streamflow increased between past and future periods during February-May (28.6 %) and July-September (12.0 %) and decreased during October-January (24.8 %). Projected changes in mean annual streamflow varied between -14.4 and 8.69 % across drainage basins. For the Connecticut River basin, the largest and most inland basin in the Long Island Sound (LIS) watershed, annual streamflow decreased by 12.6 %. Total nitrogen (TN) loading from the Connecticut River would decrease by approximately 10 % due to decreased streamflow. Although TN loading from near-coastal basins would increase by 5.23 ± 5.66 %, future TN riverine loads to LIS are 7.43 ± 9.01 × 10 kg y less (-4.66 ± 5.41 %) compared to 2008-2016. Projected shifts in nutrient loading would likely lead to oligotrophication in eastern LIS, while eutrophication and increased hypoxia may occur in western LIS where water quality impacts due to nutrient pollution are currently most severe. These climate-induced changes may have implications for water quality management programs, including possible changes in mitigation actions needed to attain water quality objectives.
气候引起的河川径流和养分负荷变化对河口水质具有重要影响。我们提出了一种基于全球气候模型统计降尺度预测来估算河川径流的量级、时间和持续时间变化的实证方法。使用降水量(Pr)作为预测变量,并结合平均气温(Pr + T)或潜在蒸散量(Pr + ET)拟合的两个广义相加模型(GAM),对2003 - 2016年的日河川径流产生了相似的估算结果。然而,2030 - 2050年两个模型预测的河川径流变化有所不同,这表明不应使用气温来代表气候引起的蒸发需求变化。对于Pr + ET模型,过去和未来时期之间,2月至5月河川径流增加(28.6%),7月至9月增加(12.0%),10月至1月减少(24.8%)。预计各流域年均河川径流变化在 - 14.4%至8.69%之间。对于长岛海峡(LIS)流域内最大且最靠内陆的康涅狄格河流域,年河川径流减少了12.6%。由于河川径流减少,康涅狄格河的总氮(TN)负荷将减少约10%。尽管近岸流域的TN负荷将增加5.23±5.66%,但与2008 - 2016年相比,未来流入LIS的河流TN负荷减少了7.43±9.01×10⁴千克/年(-4.66±5.41%)。预计养分负荷的变化可能导致LIS东部贫营养化,而在LIS西部,目前因养分污染对水质影响最为严重的地区,可能会出现富营养化加剧和缺氧情况增加。这些由气候引起的变化可能会对水质管理计划产生影响,包括实现水质目标所需的缓解措施可能发生的变化。