A remote sensing tool for near real-time monitoring of harmful algal blooms and turbidity in reservoirs

Harmful algal blooms (HABs) diminish the utility of reservoirs for drinking water supply, irrigation, recreation, and ecosystem service provision. HABs decrease water quality and are a significant health concern in surface water bodies. Near real-time monitoring of HABs in reservoirs and small water bodies is essential to understand the dynamics of turbidity and HAB formation. This study uses satellite imagery to remotely sense chlorophyll-a concentrations (chl-a), phycocyanin concentrations, and turbidity in two reservoirs, the Grand Lake O′ the Cherokees and Hudson Reservoir, OK, USA, to develop a tool for near real-time monitoring of HABs. Landsat-8 and Sentinel-2 imagery from 2013 to 2017 and from 2015 to 2020 were used to train and test three different models that include multiple regression, support vector regression (SVR), and random forest regression (RFR). Performance was assessed by comparing the three models to estimate chl-a, phycocyanin, and turbidity. The results showed that RFR achieved the best performance, with R² values of 0.75, 0.82, and 0.79 for chl-a, turbidity, and phycocyanin, while multiple regression had R² values of 0.29, 0.51, and 0.46 and SVR had R² values of 0.58, 0.62, and 0.61 on the testing datasets, respectively. This paper examines the potential of the developed open-source satellite remote sensing tool for monitoring reservoirs in Oklahoma to assess spatial and temporal variations in surface water quality.     

藻渣添加对玉米秸秆厌氧发酵特征的影响

厌氧发酵是农业废弃物资源化的有效途径之一.将农业废弃物同其他富含氮元素的有机废物混合发酵能够有效地提高产气效率.以玉米秸秆为例,尝试利用藻渣作为添加剂,提高农业废弃物厌氧发酵的性能.实验主要研究了混合发酵比例对沼气产量、甲烷产量、沼渣沼液特征的影响.当玉米秸秆、藻渣和接种污泥的挥发性固体质量分数为10∶ 2∶2时,沼气产率最高可达421.0 mL/g,甲烷产率为218.7 mL/g.沼渣组分分析表明,纤维素和半纤维素降解效率分别为83.7％和68.4％,和对照相比纤维素的降解效率显著提高.结果表明,藻渣的添加能够有效地促进玉米秸秆厌氧发酵产甲烷过程.     

遥感技术在水生态环境管理的应用与前景

随着遥感数据源的不断丰富,遥感技术不断提高,可以解决越来越多的水环境问题。指出了当前水生态环境管理方面的主要需求,结合目前遥感技术的发展,对国内外的水环境遥感研究进展进行综述。以湖泊富营养化监测与评估、核电站温排水遥感监测及城市黑臭水体遥感监测为案例,具体阐述遥感在水环境管理中的应用方法及成效。未来水生态环境管理发展趋势将以水污染防治为主向水污染防治和水生态修复与保护并重发展。基于此趋势,提出遥感在水生态修复的应用潜力,利于更多地方部门积极有效应用遥感技术,解决水生态环境问题。     

饮用水源地的水华对人体健康风险评价

饮用水源地的水华现象近年来在世界各地不断爆发,给人类饮水安全造成极大的威胁。本文通过检测微囊藻毒素和三卤甲烷类物质,利用急性暴露安全阈值（浓度）计算模型,计算出了各自的急性暴露安全阅值,并对健康风险进行了评价。     

明矾石在水体微藻去除中的应用研究

以温州市某大学校区内富营养化水体为研究对象,采用本地明矾石对含藻水体进行混凝除藻、除浊实验研究,分别进行投加量、搅拌强度、搅拌时间、静置时间及pH值对微藻去除效率的影响研究,以获得处理工艺的最佳条件,为恢复河流水体生态自净功能提供理论基础.试验中对投加明矾石前后,水体中浊度、总磷、氨氮和总氮进行了测定,结果表明：明矾石最佳投加量为0.35 g/L,最佳搅拌方式为200 rpm搅拌4 min;最佳静置时间为25 min;在碱性或中性水体的处理效果尤佳.     

Beyond hypoxia：Occurrence and characteristics of black blooms due to the decomposition of the submerged plant Potamogeton crispus in a shallow lake

Organic matter-induced black blooms(hypoxia and an offensive odor) are a serious ecosystem disasters that have occurred in some large eutrophic shallow lakes in China. In this study, we investigated two separate black blooms that were induced by Potamogeton crispus in Lake Taihu, China. The main physical and chemical characteristics, including color- and odor-related substances, of the black blooms were analyzed. The black blooms were characterized by low dissolved oxygen concentration(close to 0 mg/L), low oxidation-reduction potential, and relatively low pH of overlying water. Notably higher Fe2+and∑S2-were found in the black-bloom waters than in waters not affected by black blooms. The black color of the water may be attributable to the high concentration of these elements, as black FeS was considered to be the main substance causing the black color of blooms in freshwater lakes. Volatile organic sulfur compounds, including dimethyl sulfide, dimethyl disulfide, and dimethyl trisulfide, were very abundant in the black-bloom waters. The massive anoxic degradation of dead Potamogeton crispus plants released dimethyl sulfide, dimethyl disulfide, and dimethyl trisulfide, which were the main odor-causing compounds in the black blooms. The black blooms also induced an increase in ammonium nitrogen and soluble reactive phosphorus levels in the overlying waters. This extreme phenomenon not only heavily influenced the original lake ecosystem but also greatly changed the cycling of Fe, S, and nutrients in the water column.     

颗粒直链藻水华生消对婆罗异剑水蚤（桡足类）种群动态的影响

近年来,国内外学者对湖库型水华的发生机理和生态效应都做了大量研究,但有关水华生消对浮游动物群落结构影响的研究还很少.因此,本研究利用两个室外水泥池在中等尺度上考察了颗粒直链藻水华生消过程对婆罗异剑水蚤(桡足类)种群动态的影响,以及后者摄食对水华生消的下行调控作用.结果发现,颗粒直链藻水华发展迅速,仅5 d时间叶绿素浓度就从(21.24±0.75)μg·L-1上升到(240.34±11.00)μg·L-1;随后水华进入快速消退期,3 d后叶绿素a浓度下降到(53.63±0.47)μg·L-1.婆罗异剑水蚤的摄食压力对颗粒直链藻水华具有明显的抑制作用,水华生消期间含有婆罗异剑水蚤的藻液叶绿素a浓度比对照组低20μg·L-1左右,最大差异为26.08μg·L-1.期间婆罗异剑水蚤的丰度也由接入时的(56.50±4.32)ind·L-1增加到(142.11±6.35)ind·L-1,增加了1.5倍.该研究结果表明,在无鱼类摄食压力情况下,颗粒直链水华的爆发和消亡对婆罗异剑水蚤的生长和繁殖没有负面影响,反而促进了其种群数量的增加,这可能是由于水华期间为其提供了充足的饵料供应.     

六都寨水库夏季富营养化状况与浮游植物分布特征研究

六都寨水库是湖南省邵阳市重要的备用水源地,本文在2012年夏季对六都寨水库水体理化指标和浮游植物群落结构进行调查,评价水库富营养化状况.结果显示六都寨水库氮、磷浓度较高,TN和TP平均值分别为0.88和0.04 mg·L-1,部分点位超过Ⅲ类水标准.调查期间库区浮游植物总细胞密度变化范围为3.68×106~5.84×106cells·L-1,水库中心区域以绿藻为主,靠近坝首处则以蓝藻为主.各点位Shannon-Wiener多样性指数(H')介于2.19~3.17之间,Chl.a浓度范围为3.64~20.24μg·L-1,综合营养状态指数(TLI)为38.51~48.11,六都寨水库水体已处于中营养状态.要从根本上控制六都寨水库水体富营养化进程,防范蓝藻水华风险,需通过长期科学监控和综合防治.     

寒区水体中溶藻铜绿假单胞菌的分离和性质研究

我国北方,尤其是东北地区的一些水体由于富营养化导致的水华现象呈增加趋势,成为急需解决的水环境问题.溶藻菌可从生态调控的角度来控制水华的爆发,因此,在富营养化水体治理方面逐渐得到重视.本文从寒区水华爆发水体中分离获得了一株溶藻细菌JM1,系统发育分析表明,菌株JM1与铜绿假单胞菌的同源性最高.VITEK系统鉴定表明,菌株JM1与铜绿假单胞菌的相似度为98%.菌株JM1在不同的碳源和氮源培养基中可产生不同颜色和p H值的代谢产物,而以葡萄糖和蛋白胨分别为碳源和氮源时发酵液的溶藻效果明显好于其它培养基.菌株JM1的溶藻效果随藻细胞初始密度的降低而增强,随发酵液添加量的增加而增加;当菌体细胞的密度达到1011CFU·m L-1时,可单一抑制藻细胞的生长;当菌体细胞的密度大于105CFU·m L-1时,菌体细胞可促进发酵液的溶藻作用.发酵液作用于藻细胞6 h时可明显影响其恢复能力,当暴露时间达18 h时,藻细胞彻底丧失了恢复能力.菌株JM1发酵液在中性和偏碱性的藻液中的溶藻效果最强,并且经过酸化、碱化和高温处理后,仍然保持较高的溶藻活性.本研究可为基于微生物作用过程的水华控制提供优势的土著菌种及其应用上的技术支持.     

阳宗海沉积物中磷的稳定性

絮凝剂(Fe Cl3)治理阳宗海砷污染的过程中,水体中的磷被大量沉积进入底泥,弄清其是否会在环境条件变化后发生反溶形成二次污染对湖泊富营养化防治具有重要意义。通过模拟实验模拟泥-水界面p H变化、物理扰动和微生物活动的变化,旨在分析这些环境因子变化对沉积物中磷溶出的影响。结果表明,阳宗海水体在目前这种磷浓度下,底泥的磷会随时间的增加而溶出再次造成水体磷污染,当暴露在清洁水条件下时磷的释放率会增加;这种由于絮凝剂吸附沉淀到湖底的磷,在上覆水p H增加0.5时底泥磷解吸附释放速率增加;每年秋季湖泊上下层水的交换活动会造成水体磷浓度的季节性升高,形成不可忽视的磷内源。而夏季水温分层导致湖泊底部厌氧,使厌氧微生物活性增强,这将进一步促进底泥中磷的释放。