Tuladhar Avalokita, Bailey Ryan T, Abbas Salam A, Shanmugam Mohana Sundaram, Arnold Jeffrey G, White Michael J
Department of Civil and Environmental Engineering, Colorado State University, Fort Collins, CO, 80521, USA; Asian Institute of Technology, Khlong Luang District, Pathum Thani, 12120, Thailand.
Department of Civil and Environmental Engineering, Colorado State University, Fort Collins, CO, 80521, USA.
J Environ Manage. 2025 Apr;380:125101. doi: 10.1016/j.jenvman.2025.125101. Epub 2025 Mar 23.
Nutrients such as nitrogen can be harmful to aquatic organisms in excessive amounts. Climate change, through possible increases in temperature and variable rainfall, may cause changes in nutrient loading patterns from watersheds. This study assesses the potential impact of climate and land use change on nitrate (NO) loading in the Nanticoke River Watershed (NRW), Chesapeake Bay region, USA, using an updated version of SWAT + watershed model that simulates groundwater nitrate fate and transport in a process based spatially distributed manner. The model was calibrated for the 2000-2015 timeframe and tested against measured streamflow and in-stream nitrate loadings, as well as groundwater head measurements from monitoring wells. After calibration and testing, the model simulated hydrological and nitrate (NO) flux changes under two future climate scenarios-Representative Concentration Pathways (RCP) 4.5 and 8.5 alongside projected land use changes by the FOREcasting SCEnarios of Land-use Change (FORE-SCE) model. The simulations suggest that under RCP 4.5, streamflow could decrease by 18-34 % and NO in-stream loading by 4-22 %, while under RCP 8.5, the projected decreases are 22-33 % for streamflow and 4-11 % for NO in-stream loading. Streamflow decrease is due to higher temperatures resulting in higher evapotranspiration during summer months, offsetting increases in precipitation. In-stream NO loading is influenced by a decrease in NO runoff loading, but an increase in groundwater loading due to increased leaching as plant uptake decreases due to higher surface temperatures. Compared to the influence of climate, land use change results in a minor decrease in NO loading. These insights can be used for nutrient management in similar landscapes. Additionally, we show that the updated SWAT + model can be a useful tool in quantifying and investigating NO fate and transport in surface-soil-aquifer-channel systems.
诸如氮等营养物质过量时会对水生生物有害。气候变化可能通过温度升高和降雨变化,导致流域养分负荷模式发生改变。本研究利用SWAT +流域模型的更新版本,以基于过程的空间分布式方式模拟地下水硝酸盐的归宿和运移,评估了气候和土地利用变化对美国切萨皮克湾地区南科克河流域(NRW)硝酸盐(NO)负荷的潜在影响。该模型针对2000 - 2015年时间段进行了校准,并根据实测的河流流量、河流中的硝酸盐负荷以及监测井的地下水位测量数据进行了测试。在校准和测试之后,该模型模拟了两种未来气候情景——代表性浓度路径(RCP)4.5和8.5下的水文和硝酸盐(NO)通量变化,以及土地利用变化预测情景(FORE - SCE)模型预测的土地利用变化。模拟结果表明,在RCP 4.5情景下,河流流量可能减少18 - 34%,河流中NO负荷减少4 - 22%,而在RCP 8.5情景下,预测河流流量减少22 - 33%,河流中NO负荷减少4 - 11%。河流流量减少是由于夏季温度升高导致蒸散量增加,抵消了降水量的增加。河流中NO负荷受到NO径流负荷减少的影响,但由于地表温度升高导致植物吸收减少,淋溶增加,地下水负荷增加。与气候的影响相比,土地利用变化导致NO负荷略有下降。这些见解可用于类似地区的养分管理。此外,我们表明更新后的SWAT +模型可成为量化和研究地表 - 土壤 - 含水层 - 河道系统中NO归宿和运移的有用工具。