School of Geographic Science, Nantong University, Nantong, 226000, China.
Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, 210010, China.
Water Res. 2024 Aug 15;260:121899. doi: 10.1016/j.watres.2024.121899. Epub 2024 Jun 8.
Tungsten (W) can be toxic to aquatic organisms. However, the spatiotemporal characteristics and controlling factors of W mobility during harmful algal blooms (HABs) have rarely been investigated. In this study, simultaneous changes in soluble W, iron (Fe), manganese (Mn), and ultraviolet absorbance (UV) in the sediment-water interface (SWI) were measured monthly using high-resolution peeper (HR-Peeper) devices. Laboratory experiments were conducted to verify the effects of environmental factors on W release. From May 2021 to October 2021, the concentration and flux of soluble W were higher than in other months. In addition, from May to October, D (the depth at which the maximum concentration occurs on each profile) was 30-50 mm below the SWI, rather than the maximum depth. Principal component analysis (PCA) also divided the year into two periods, designated W-stable (December 2020, January, March, April and November 2021 with low soluble W concentration) and W-active periods (from May 2021 to October 2021 with high soluble W concentration). Laboratory experiments showed that both warming and anoxic conditions caused simultaneous release of soluble W, Fe(II), Mn, and dissolved organic matter (DOM), with strong correlations among soluble W, Fe(II), Mn. Partial least squares path modeling (PLS-PM) and random forest model showed that DOM directly affected W release or indirectly affected W release through promoting ferromanganese (oxyhydr)oxides reduction under warming and anaerobic conditions. The results of the field investigation showed that, in the W-stable period with low T, high DO, and an oxic SWI, the concentrations of soluble W, Fe, Mn, and DOM were low. The redundancy analysis (RDA) showed that these months were mainly affected by water DO. The significant and strong positive correlation among soluble W, Fe and Mn indicated that soluble W was probably scavenged by Fe/Mn (oxyhydr)oxides in the oxic water during the W-stable period. The W-active period corresponded to the cyanobacterial HABs (cyanoHABs) outbreak, with higher T, lower DO, and a more anoxic SWI. During this period, the concentrations of soluble W, Fe, Mn, and DOM were high and their correlations were stronger. RDA showed that these months were mainly affected by T, UV, soluble Fe and Mn. These results indicated that reductive dissolution of Fe/Mn (oxyhydr)oxides driven by DOM generated in W-active period, especially cyanoHAB-derived DOM, mainly caused soluble W release. These results reveal the coupling relationship between cyanoHABs and W release and emphasize the need for prevention and control of heavy metal release in eutrophic lakes.
钨(W)可能对水生生物有毒。然而,在有害藻华(HAB)期间,W 迁移的时空特征和控制因素很少被研究。本研究使用高分辨率窥视器(HR-Peeper)设备每月测量沉积物-水界面(SWI)中可溶性 W、铁(Fe)、锰(Mn)和紫外线吸光度(UV)的同时变化。进行实验室实验以验证环境因素对 W 释放的影响。从 2021 年 5 月到 2021 年 10 月,可溶性 W 的浓度和通量高于其他月份。此外,从 5 月到 10 月,D(每个剖面中最大浓度出现的深度)在 SWI 以下 30-50 毫米,而不是最大深度。主成分分析(PCA)也将这一年分为两个时期,指定为 W-稳定期(2020 年 12 月、1 月、3 月、4 月和 2021 年 11 月,可溶性 W 浓度较低)和 W-活跃期(2021 年 5 月至 2021 年 10 月,可溶性 W 浓度较高)。实验室实验表明,升温和缺氧条件都会导致可溶性 W、Fe(II)、Mn 和溶解有机物(DOM)的同时释放,可溶性 W、Fe(II)、Mn 之间存在很强的相关性。偏最小二乘路径建模(PLS-PM)和随机森林模型表明,DOM 在升温缺氧条件下直接影响 W 的释放,或通过促进亚铁锰(氧)氢氧化物的还原间接影响 W 的释放。现场调查结果表明,在 W-稳定期,T 低、DO 高、SWI 呈氧化状态,可溶性 W、Fe、Mn 和 DOM 的浓度较低。冗余分析(RDA)表明,这些月份主要受水 DO 的影响。可溶性 W、Fe 和 Mn 之间显著而强烈的正相关表明,在 W-稳定期,可溶性 W 可能被氧化水中的 Fe/Mn(氧)氢氧化物捕获。W-活跃期与蓝藻藻华(cyanoHABs)爆发相对应,T 较高、DO 较低、SWI 更缺氧。在此期间,可溶性 W、Fe、Mn 和 DOM 的浓度较高,相关性较强。RDA 表明,这些月份主要受 T、UV、可溶性 Fe 和 Mn 的影响。这些结果表明,由 W-活跃期(尤其是由 cyanoHAB 产生的 DOM)驱动的 Fe/Mn(氧)氢氧化物的还原溶解主要导致可溶性 W 的释放。这些结果揭示了蓝藻藻华与 W 释放之间的耦合关系,并强调了在富营养化湖泊中需要预防和控制重金属释放。