环境科学
分水岭
城市化
水文学(农业)
土地利用
土地利用、土地利用的变化和林业
空间变异性
温室气体
驱动因素
大气科学
自然地理学
中国
地理
生态学
地质学
统计
岩土工程
数学
机器学习
计算机科学
生物
考古
作者
Ziyi Que,Xiaofeng Wang,Tingting Liu,Shengnan Wu,Yixin He,Ting Zhou,Lele Yu,Zhaoyin Qing,Huai Chen,Xingzhong Yuan
标识
DOI:10.1016/j.jhydrol.2023.129357
摘要
Urban rivers have been proved to be the hot spots of atmospheric methane (CH4) and nitrous oxide (N2O) emissions. However, the rivers across rural-urban interface, which are undergoing significant environmental changes in the process of urbanization, received little attention. In this study, we conducted seasonal investigations in two small suburban rivers in mountainous southwest China, to clarify the spatial-temporal characteristics of CH4 and N2O concentrations and fluxes in relation to watershed land use change and their potential controls. The results showed that, the small suburban rivers acted as strong CH4 and N2O emitters to atmosphere with averaged fluxes of 960.2±966.6 and 205.1±240.8 µmol·m−2·d−1, respectively. The concentrations and fluxes of CH4 and N2O presented a sharp increase and spatial variability when the rivers cross the rural-urban interface. Such discontinuous spatial pattern of CH4 and N2O emission in river continuum were closely related to watershed land use, and could be modeled as functions of the urban land use proportion. The urban land proportion in the basins could explain 70% and 59% of the total spatial variations of CH4 and N2O emissions, respectively. Stepwise multiple regression models (SMRM) based on water environment parameters were established in our study and indicate that DTC, NH4+, NO3−, TP and conductivity play key controls on CH4 and N2O emissions in the two studied mountainous suburban rivers. Moreover, SMRM and urban land use based functions were tested to have good predictions based on constrained mountainous samples, could provide a possible path to extrapolate CH4 and N2O emissions in mountainous urbanized-rivers at the whole regional network scale. We also found evidences for the sewage-dominated tributary with abnormally high CH4 and N2O concentrations, which was partially responsible for the sharp increase of CH4 and N2O fluxes in urban reaches. The results of structural equation model provided strong evidence for direct and indirect controls of urban expansion on longitudinal differentiation of riverine CH4 and N2O emissions crossing rural-urban interface. We argued that CH4 and N2O emissions from rivers in the mountainous rural-urban area are sensitive to the watershed urbanization and water pollution, and suggested that land use management, nutrient and organic matter control can be promising avenues to mitigate riverine CH4 and N2O emissions.
科研通智能强力驱动
Strongly Powered by AbleSci AI