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引用本文:白莹,王宗志,谭浪,范丽丽.基于稳定同位素贝叶斯混合模型的南四湖水量来源定量解析.湖泊科学,2024,36(5):1599-1610. DOI:10.18307/2024.0548
Bai Ying,Wang Zongzhi,Tan Lang,Fan Lili.Quantification of water sources in Lake Nansi based on stable isotope Bayesian mixing model. J. Lake Sci.2024,36(5):1599-1610. DOI:10.18307/2024.0548
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基于稳定同位素贝叶斯混合模型的南四湖水量来源定量解析
白莹1, 王宗志1,2, 谭浪1, 范丽丽1
1.南京水利科学研究院, 水灾害防御全国重点实验室, 南京 210029;2.长江保护与绿色发展研究院, 南京 210098
摘要:
为定量解析南四湖水源组成,厘清本地水与外调水的关系,精准保护湖泊水资源,本文建立了基于氢氧稳定同位素的贝叶斯混合模型,分析比较南水北调东线运行后调水期和非调水期不同水源对南四湖湖区的贡献比例及季节特征。结果表明:(1)流域降雨受到一定程度局地蒸发的影响,夏季受海洋蒸发水汽的影响;(2)南四湖地下水、大气降水、入湖河流和外调水等不同水源对湖区水体的贡献比例受南水北调东线工程运行影响较大,调水期分别为5.4%、8.7%、31.2%和54.7%,外调水贡献比例最高;非调水期分别为22.9%、53.0%、6.7%和17.4%,大气降水贡献比例最高,入湖河流贡献相对较少。(3)南水北调东线调水实施后,调水期的外调水量对湖区的贡献占绝对优势,表明调水对南四湖水量变化发挥了重要作用,调水活动逐渐取代自然因素成为流域水量变化的主要驱动因子。
关键词:  南四湖  水源组成  南水北调东线  氢氧稳定同位素  贝叶斯混合模型
DOI:10.18307/2024.0548
分类号:
基金项目:国家自然科学基金项目(52109027)、江苏省自然科学基金项目(BK20211023)、江苏省水利科技项目(2023025)、福建省水利科技项目(MSK202206)和中央级公益性科研院所基本科研业务费专项(Y521006,Y521008)联合资助。
Quantification of water sources in Lake Nansi based on stable isotope Bayesian mixing model
Bai Ying1, Wang Zongzhi1,2, Tan Lang1, Fan Lili1
1.The National Key Laboratory of Water Disaster Prevention, Nanjing Hydraulic Research Institute, Nanjing 210029, P. R. China;2.Yangtze River Protection and Green Development Institute, Nanjing 210098, P. R. China
Abstract:
Quantifying the composition of water sources in Lake Nansi can clarify the relationship between local water and diverted water, and protect lake water resources accurately after the operation of the eastern route of the South-to-North Water Diversion Project. A Bayesian mixing model for hydrogen and oxygen stable isotopes is established in this paper. The contribution and seasonal characteristics of different water sources to Lake Nansi were compared and analyzed during the diversion and non-diversion period. Results showed that: (1) Precipitation was influenced by local water vapor, and slightly effected by oceanic water vapor during the summer. (2) Different water sources to Lake Nansi, including groundwater, precipitation, river runoff and diverted water, were all significantly influenced by the operation of the eastern route of the South-to-North Water Diversion Project. During the diversion period, the contributions from the above sources were 5.4%, 8.7%, 31.2% and 54.7% respectively, with the highest contribution from diverted water. During the non-diversion period, however, the contributions were 22.9%, 53.0%, 6.7% and 17.4% respectively, with the highest contribution from precipitation. (3) After the implementation of water diversion, the contribution of diverted water during the diversion period was absolutely dominant, which indicated that water diversion played an important role in the water volume changes of Lake Nansi, and replace natural factors as the main driving force.
Key words:  Lake Nansi  water source composition  South-to-North Water Diversion Project  δD and δ18O stable isotope  Bayesian mixing model
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