Eutrophication

富营养化
  • 文章类型: Journal Article
    银鲤鱼介导的生物控制技术通常被提倡用于控制富营养化水体中的蓝藻水华,通常富含砷(As)。然而,在富含砷的富营养化水中,鲤鱼对蓝藻水华的生物控制过程中砷的转移和命运仍不清楚。基于模拟生态系统实验,研究了由silp控制的铜绿微囊藻水华期间,silp中As的积累以及水藻-silver系统中As的转移和命运。铜绿微囊藻对As(V)表现出较高的耐受性。鲤鱼不同组织中As的积累量不同,如下:肠>肝>刺>皮肤>肌肉。鲤鱼摄入富含砷的铜绿微囊藻之后,作为在肠道中的积累,肝脏,吉尔,在消化和皮肤接触的作用下,鲤鱼的皮肤得到增强。与无藻系统相比,作为在肠道中的积累,肝脏,吉尔,银鲤鱼的皮肤增加了1.1、3.3、3.3和9.6倍,分别,在铜绿微囊藻系统中孵育30天后,而肌肉中As的积累仅略微增加0.56mg/kg。这项工作揭示了鲤鱼在藻类控制过程中As的转移和命运,阐明了砷在水-藻-银鲤鱼系统中的积累机理,丰富了我们对富含砷的富营养化水中生物累积和转化的理解,为评估和预测As在水-藻-鲤鱼系统中的迁移和富集提供了科学依据。
    Silver carp mediated biological control techniques are often advocated for controlling cyanobacteria blooms in eutrophic water, which are often enriched with arsenic (As). However, the transfer and fate of As during the biological control of cyanobacteria blooms by silver carp in As-rich eutrophic water remain unclear. Based on the simulated ecosystem experiment, the accumulation of As in silver carp and the transfer and fate of As in the water-algae-silver carp system during Microcystis aeruginosa blooms controlled by silver carp were investigated. Microcystis aeruginosa showed high tolerance to As(V). The accumulation of As in different tissues of silver carp was different, as follows: intestine > liver > gill > skin > muscle. After silver carp ingested As-rich Microcystis aeruginosa, As accumulation in the intestine, liver, gill, and skin of silver carp was enhanced under the action of digestion and skin contact. Compared with the system without algal, As accumulation in the intestine, liver, gill, and skin of silver carp increased by 1.1, 3.3, 3.3, and 9.6 times, respectively, after incubation for 30 days in the system with Microcystis aeruginosa, while the accumulation of As in the muscle was only slightly increased by 0.56 mg/kg. This work revealed the transfer and fate of As during algal control by silver carp, elucidated the accumulation mechanism of As in water-algae-silver carp system, enriched our understanding of As bioaccumulation and transformation in As-rich eutrophication water, and provided a scientific basis for assessing and predicting As migration and enrichment in water-algae-silver carp system.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    在次生流出物排入受纳水体之前对其进行进一步处理可以缓解水体富营养化。在这项研究中,在膜光生物反应器中培养蛋白小球藻以进一步从次级流出物中除去氮。研究了水力停留时间(HRT)对微藻生物量产量和养分去除的影响。结果表明,在低HRT条件下,悬浮液中可溶性藻产物浓度降低,从而减轻微藻生长抑制。此外,较低的HRT通过逐步淘汰与氮相关的功能细菌来降低蛋白质小球藻生长的氮限制。因此,蛋白小球藻的生产率从HRT为24小时时的6.12mg/L/天增加到HRT为8小时时的20.18mg/L/天。最高去除率为19.7mg/L/天,23.8毫克/升/天,在总氮(TN)的HRT为8小时时达到105.4mg/L/天,氨,和化学需氧量(COD),分别。然而,在去除率方面,当HRT为24小时时,TN和COD最大,分别为74.5%和82.6%。当HRT为8小时时,氨氮的最大去除率为99.2%。
    Further treatment of secondary effluents before their discharge into the receiving water bodies could alleviate water eutrophication. In this study, the Chlorella proteinosa was cultured in a membrane photobioreactor to further remove nitrogen from the secondary effluents. The effect of hydraulic retention time (HRT) on microalgae biomass yields and nutrient removal was studied. The results showed that soluble algal products concentration reduced in the suspension at low HRT, thereby alleviating microalgal growth inhibition. In addition, the lower HRT reduced the nitrogen limitation for Chlorella proteinosa\'s growth through the phase-out of nitrogen-related functional bacteria. As a result, the productivity for Chlorella proteinosa increased from 6.12 mg/L/day at an HRT of 24 hr to 20.18 mg/L/day at an HRT of 8 hr. The highest removal rates of 19.7 mg/L/day, 23.8 mg/L/day, and 105.4 mg/L/day were achieved at an HRT of 8 hr for total nitrogen (TN), ammonia, and chemical oxygen demand (COD), respectively. However, in terms of removal rate, TN and COD were the largest when HRT is 24 hr, which were 74.5% and 82.6% respectively. The maximum removal rate of ammonia nitrogen was 99.2% when HRT was 8 hr.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    汇合处的回水效应引起的复杂水文条件不可避免地改变了元素的地球化学过程。然而,对于大型河流系统中养分的精确转化机制仍然缺乏全面的了解。本研究旨在研究汉江下游的水动力特征及其对磷迁移的影响。受长江(中国最大的河流)的回水影响。通过建立水动力-水质模型,我们已经确定,流量比(汉江流量与长江流量之间的流量比)可以用作长江对汉江的回水效应的代表性指标。在这项研究中确定了三种不同的模式:混合,回水,和入侵。相应的放电比值分别为>0.08、0.01~0.08和<0.01。此外,确定了回水区的范围,结果表明,随着排放比从0.08降低到0.01,回水区的长度从50km(XG)增加到100km(FS)。此外,据观察,根据排放比率值的这些变化,汇合处的水位从2.52米上升到6.83米。磷的迁移模式主要涉及颗粒磷的沉降和保留,特别是不稳定颗粒有机磷(LOP)和溶解有机磷(DOP)。当汇合模式变成入侵模式时,回水区扩大到150米(XT),导致汇合处水位上升10.40米。形成了一个侵入区,其磷浓度与长江相同。在入侵区上方,形成了一个回水区,其LOP和DOP浓度下降,而PO43-的浓度由于从重悬浮颗粒的释放而增加。这种释放是由两条河流的水交换带来的底部水的更高速度引起的。0.01-0.08的排放比导致LOP和DOP的沉积,导致汉江下游充当磷的“水槽”,可能加剧磷污染。春季较高的排放率导致沉积物中磷的释放,增加溶解磷浓度,增加汉江下游藻华的风险。这些发现对全球较大的河流具有重要意义,并为生态管理和预防藻华提供了见解。
    The complex hydrological conditions caused by the backwater effect at the confluence inevitably modify the geochemical processes of elements. However, there is still a lack of comprehensive understanding regarding the precise transformation mechanisms of nutrients in large river systems. This study aimed to investigate the hydrodynamic characteristics and their impact on phosphorus transfer in the lower Han River, which is influenced by backwater from the Yangtze River (the largest river in China). By establishing a hydrodynamic-water quality model, we have determined that the discharge ratio (the ratio of flow between the Han River discharge and the Yangtze River discharge) can be utilized as a representative indicator of the backwater effect from the Yangtze River on the Han River. Three distinct patterns were identified in this study: mixing, backwater, and intrusion. The corresponding discharge ratio values were categorized as >0.08, 0.01∼0.08, and <0.01 respectively. Additionally, the extent of the backwater zone was determined, revealing that the length of the backwater zone increased from 50 km (XG) to 100 km (FS) as the discharge ratio decreased from 0.08 to 0.01. Furthermore, it was observed that the water level at the confluence rose from 2.52 m to 6.83 m in accordance with these changes in discharge ratio values. The migration pattern of phosphorus primarily involved the settling and retention of particulate phosphorus, particularly the labile particulate organic phosphorus (LOP) and dissolved organic phosphorus (DOP). When the confluent patterns became the intrusion pattern, the backwater zone expanded to 150 m (XT), causing a 10.40 m increase in water level at the confluence. An intrusion zone formed, and its phosphorus concentrations were same as Yangtze River\'s. Above the intrusion area, a backwater region formed and its concentrations of LOP and DOP decreased, while the concentration of PO43- increased due to the release from resuspended particles. This release was induced by higher velocity of bottom water brought about by the water exchange of two rivers. The discharge ratio of 0.01-0.08 resulted in the sedimentation of LOP and DOP, causing the lower Han River to act as a \"sink\" for phosphorus, potentially exacerbating phosphorus pollution. Higher discharge ratios in spring led to phosphorus release from sediment, increasing dissolved phosphorus concentrations and raising the risk of algal blooms in the lower Han River. These findings have significant implications for larger rivers worldwide and provide insights into strategies for ecological management and prevention of algal blooms.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    大型植物的分解在以大型植物为主的富营养化湖泊的营养循环中起着至关重要的作用。在植物分解机理和微生物影响的研究迅速发展的同时,奇怪的是,从50年前开始,植物分解模型一直停滞在单阶段模型中,不考虑任何重要因素。我们的研究进行了原位实验,并确定了分解相关微生物的最佳指标,从而建立微生物对分解速率(k_RDR)的影响模型。在逐步回归中使用向后消除,我们发现,独立变量的最佳子集-特异性γ变形杆菌-Q-L,放线菌-Q-L,和Ascomycota-Q-L-将调整后的R平方(Ra2)增加到0.93,为分解速率提供了最佳模型(p=0.002)。此外,k_RDR可以通过ACHB-Q-L的协同参数进行建模,LDB-Q-L,和AB-Q-L代表细菌,和真菌的SFQ,尽管Ra2略低,为0.7-0.9(p<0.01)。我们研究的主要贡献在于两个关键方面。首先,我们引入了微生物建模的最佳指标,选择碎片表面微生物而不是沉积物微生物,并将绝对丰度优先于相对丰度。其次,我们的模型代表了碎片建模的显著进步。除了阐明我们工作的重点和创新方面,我们还解决了现有的局限性,并提出了未来研究的方向。摘要:本研究探讨了与分解相关的微生物的最佳指标,为增强湖泊养分循环模拟提供精确的微生物模型。
    The decomposition of macrophytes plays a crucial role in the nutrient cycles of macrophyte-dominated eutrophication lakes. While research on plant decomposition mechanisms and microbial influences has rapid developed, it is curious that plant decomposition models have remained stagnant at the single-stage model from 50 years ago, without endeavor to consider any important factors. Our research conducted in-situ experiments and identified the optimal metrics for decomposition-related microbes, thereby establishing models for microbial impacts on decomposition rates (k_RDR). Using backward elimination in stepwise regression, we found that the optimal subset of independent variables-specifically Gammaproteobacteria-Q-L, Actinobacteriota-Q-L, and Ascomycota-Q-L-increased the adjusted R-squared (Ra2) to 0.93, providing the best modeling for decomposition rate (p = 0.002). Additionally, k_RDR can be modeled by synergic parameters of ACHB-Q-L, LDB-Q-L, and AB-Q-L for bacteria, and SFQ for fungi, albeit with a slightly lower Ra2 of 0.7-0.9 (p < 0.01). The primary contribution of our research lies in two key aspects. Firstly, we introduced optimal metrics for modeling microbes, opting for debris surface microbes over sediment microbes, and prioritizing absolute abundance over relative abundance. Secondly, our model represents a noteworthy advancement in debris modeling. Alongside elucidating the focus and innovative aspects of our work, we also addressed existing limitations and proposed directions for future research. SYNOPSIS: This study explores optimum metrics for decomposition-related microbes, offering precise microbial models for enhanced lake nutrient cycle simulation.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    尽管底栖微生物群落对生态系统服务提供了至关重要的见解,它们被低估了沿海沉积物监测。里约热内卢的Sepetiba湾(SB),巴西,长期的金属污染。目前,SB污染主要由生活污水排放驱动。这里,从16SrRNA基因元编码数据推断的功能预测分析揭示了底栖微生物组合沿金属污染梯度的能量代谢谱。甲烷生成,反硝化,N2固定是富营养化/污染内部部门的主要途径(Spearman;p<0.05)。这些代谢在沉积污染物的自然衰减中起作用。发现甲烷(CH4)排放(mcr基因)潜力在内部部门更丰富,而外部部门表现出更高的CH4消耗(pmo+mmo基因)潜力。甲烷毒气和产生细菌,可能涉及CH4排放,并分别与CH4消费者相关,是SB中检测到的主要分类单元。此外,SB表现出更高的一氧化二氮(N2O)排放潜力,因为norB/C基因比例超过nosZ多达4倍。Blastopirelula被确定为N2O排放的主要原因。这项研究揭示了原核生物群落对温室气体排放相关功能的基本贡献,揭示了它们作为生态系统监测哨兵的可能用途。
    Although benthic microbial community offers crucial insights into ecosystem services, they are underestimated for coastal sediment monitoring. Sepetiba Bay (SB) in Rio de Janeiro, Brazil, holds long-term metal pollution. Currently, SB pollution is majorly driven by domestic effluents discharge. Here, functional prediction analysis inferred from 16S rRNA gene metabarcoding data reveals the energy metabolism profiles of benthic microbial assemblages along the metal pollution gradient. Methanogenesis, denitrification, and N2 fixation emerge as dominant pathways in the eutrophic/polluted internal sector (Spearman; p < 0.05). These metabolisms act in the natural attenuation of sedimentary pollutants. The methane (CH4) emission (mcr genes) potential was found more abundant in the internal sector, while the external sector exhibited higher CH4 consumption (pmo + mmo genes) potential. Methanofastidiosales and Exiguobacterium, possibly involved in CH4 emission and associated with CH4 consumers respectively, are the main taxa detected in SB. Furthermore, SB exhibits higher nitrous oxide (N2O) emission potential since the norB/C gene proportions surpass nosZ up to 4 times. Blastopirellula was identified as the main responsible for N2O emissions. This study reveals fundamental contributions of the prokaryotic community to functions involved in greenhouse gas emissions, unveiling their possible use as sentinels for ecosystem monitoring.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    金属材料在富营养化环境中会受到严重腐蚀。高浓度氮磷污染物刺激的DO衰减对微生物的影响导致电化学和微生物腐蚀过程的耦合。然而,关于富营养化环境中微生物腐蚀机理的研究很少。本文讨论了海洋富营养化的腐蚀因素,总结了海洋富营养化对微生物腐蚀的影响及潜在机理,包括好氧生物膜腐蚀,好氧和厌氧混合生物膜腐蚀,和厌氧微生物电子转移腐蚀,阐述了在河口易污染地区服务材料的微生物腐蚀研究方法。微生物预防和控制,如营养限制和微生物种间竞争,在绿色保护领域具有研究价值。海洋富营养化环境中的微生物腐蚀机理研究对于环境监测的发展具有重要意义。水摄入和藻类控制技术,和腐蚀保护在污染环境。
    Metal materials undergo severe corrosion in eutrophic environments. The effect of DO decay stimulated by high concentrations of nitrogen and phosphorus pollutants on microorganisms leads to the coupling of electrochemical and microbial corrosion processes. However, there are few studies on microbial corrosion mechanisms in eutrophic environments. This article discusses the corrosive factors of marine eutrophication, summarizes the impact of marine eutrophication on microbial corrosion and the potential mechanisms, including aerobic biofilm corrosion, aerobic & anaerobic mixed biofilm corrosion, and anaerobic microbial electron transfer corrosion, and expounds on the research methods for microbial corrosion of materials serving in estuarine areas prone to pollution. Microbial prevention and control, such as nutrient restriction and microbial interspecies competition, are of research value in the field of green protection. Microbial corrosion mechanisms studies in marine eutrophication environments are significant for environment monitor development, water intake and algae control technologies, and corrosion protection in polluted environments.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    人为磷(P)的过量排放给水生生态系统带来了持续的压力。通过将P排放联系起来,可以将该压力量化为淡水富营养化潜力(FEP)。环境隔室中的P命运,以及由于淡水中P浓度增加而可能消失的物种部分。然而,先前在全球和区域尺度上的命运建模主要基于八方向算法,而不区分污染源。该算法无法表征通过地下管道和废水处理基础设施的点源排放的命运路径,并且在考虑由河流分叉引起的多向路径方面表现出次优的性能,尤其是在平坦的地形。在这里,我们旨在通过结合各种命运路径和解决多方向场景来改善命运建模。我们还通过补充潜在的未经处理的点源排放(PSu)来更新P估计值。在太湖流域快速城市化地区研究了改进的方法,中国2017年的空间分辨率为100m×100m。结果表明,PSu对FEP的贡献(62.6%)大于对P排放的贡献(58.5%)。通过改进的命运建模,FEP在空间上分布更广泛,促进根据当地情况制定有针对性的监管策略。
    Excessive anthropogenic phosphorus (P) emissions put constant pressure on aquatic ecosystems. This pressure can be quantified as the freshwater eutrophication potential (FEP) by linking P emissions, P fate in environmental compartments, and the potentially disappeared fraction of species due to increase of P concentrations in freshwater. However, previous fate modeling on global and regional scales is mainly based on the eight-direction algorithm without distinguishing pollution sources. The algorithm fails to characterize the fate paths of point-source emissions via subsurface pipelines and wastewater treatment infrastructure, and exhibits suboptimal performance in accounting for multidirectional paths caused by river bifurcations, especially in flat terrains. Here we aim to improve the fate modeling by incorporating various fate paths and addressing multidirectional scenarios. We also update the P estimates by complementing potential untreated point-source emissions (PSu). The improved method is examined in a rapidly urbanizing area in Taihu Lake Basin, China in 2017 at a spatial resolution of 100 m × 100 m. Results show that the contribution of PSu on FEP (62.6%) is greater than that on P emissions (58.5%). The FEP is more spatially widely distributed with the improved fate modeling, facilitating targeted regulatory strategies tailored to local conditions.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    预测影响不同土地利用下土壤中胶体磷(CP)释放的参数对于管理对水质的影响至关重要。传统的建模方法,如线性回归,可能无法代表土壤质量和环境影响之间存在的复杂关系。因此,在这项研究中,我们调查了不同土地利用/类型如农田中CP释放的主要决定因素,沙漠,森林土壤,和河流。本研究利用结构方程模型(SEM),多元线性回归(MLR),和三个机器学习(ML)模型(随机森林(RF),支持向量回归(SVR)和极限梯度增强(XGBoost))通过使用土壤铁(Fe)来预测不同土壤中CP的释放,铝(Al),钙(Ca),pH值,总有机碳(TOC)和沉淀作为独立变量。结果表明,胶体阳离子(Fe,Al,Ca)和胶体TOC强烈影响CP释放,而生物气候变量(沉淀)和pH的影响较弱。XGBoost优于其他型号,R2为0.94,RMSE为0.09。Shapley加法解释描述了由于XGBoost是准确的结果。相对相关性排名表明,胶体TOC在预测CP方面排名最高。这得到了部分依赖图分析的支持,这表明胶体TOC的增加增加了土壤CP的释放。根据我们的研究,SHAPXGBoost模型提供了重要的信息,这些信息可以帮助确定与RF相比对CP内容产生重大影响的变量,SVM,还有MLR.
    Predicting the parameters that influence colloidal phosphorus (CP) release from soils under different land uses is critical for managing the impact on water quality. Traditional modeling approaches, such as linear regression, may fail to represent the intricate relationships that exist between soil qualities and environmental influences. Therefore, in this study, we investigated the major determinants of CP release from different land use/types such as farmland, desert, forest soils, and rivers. The study utilizes the structural equation model (SEM), multiple linear regression (MLR), and three machine learning (ML) models (Random Forest (RF), Support Vector Regression (SVR), and eXtreme Gradient Boosting (XGBoost)) to predict the release of CP from different soils by using soil iron (Fe), aluminum (Al), calcium (Ca), pH, total organic carbon (TOC) and precipitation as independent variables. Results show that colloidal-cations (Fe, Al, Ca) and colloidal-TOC strongly influence CP release, while bioclimatic variables (precipitation) and pH have weaker effects. XGBoost outperforms the other models with an R2 of 0.94 and RMSE of 0.09. SHapley Additive Explanations described the outcomes since XGBoost is accurate. The relative relevance ranking indicated that colloidal TOC had the highest ranking in predicting CP. This was supported by the analysis of partial dependence plots, which showed that an increase in colloidal TOC increased soil CP release. According to our research, the SHAP XGBoost model provides significant information that can help determine the variables that considerably influence CP contents as compared to RF, SVM, and MLR.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    鞭毛藻和硅藻是沿海水域中非常普遍和生态重要的浮游植物,极大地促进了海洋生态系统的初级生产力。尽管它们的组成和多样性在公海中得到了广泛的阐明,在长期富营养化的沿海水域中,它们的相互作用模式和社区集会仍然知之甚少。这项研究旨在通过在半封闭海湾中进行18SrRNA基因扩增子测序来阐明鞭毛藻和硅藻的季节性演替模式。结果表明,鞭毛藻和硅藻群落具有明显的季节性演替模式,这主要与温度有关。此外,全年最普遍的物种是Heterocapsarotundata和Skeletonemacostatum。此外,鞭毛藻和硅藻群落的组装主要由随机过程主导,漂移是主要因素。鞭毛藻和硅藻的同时出现显示出季节性模式,在秋季观察到的相互作用最高。此外,Syndiniales与鞭毛藻和硅藻的相互作用强调了寄生虫在富营养化条件下的作用。黄杆菌科和红杆菌科是最常与鞭毛藻和硅藻相互作用的细菌类群,鞭毛藻和细菌之间的相互作用比硅藻和细菌之间的相互作用更复杂。总的来说,这项研究提供了加深我们对沿海富营养化水域浮游植物动态的理解的结果。重要的鞭毛藻和硅藻是沿海水域的主要浮游植物。公海中鞭毛藻和硅藻的组成和多样性已得到充分记录;然而,他们对长期富营养化条件的适应在多大程度上影响他们对环境干扰的反应仍然不确定。这里,我们全年调查了富营养化海湾中鞭毛藻和硅藻的相互作用和组装过程。我们的发现表明,鞭毛藻和硅藻之间的相互作用主要是由季节变化形成的,而长期的富营养化条件往往会放大社区聚集中的随机过程。这些发现为长期富营养化对富营养化水域浮游植物动态的影响提供了新的视角。
    Dinoflagellates and diatoms are highly prevalent and ecologically important phytoplankton in coastal waters, greatly contributing to primary productivity in marine ecosystems. Although their composition and diversity have been extensively elucidated in the open ocean, their interaction patterns and community assembly in long-term eutrophic coastal waters remain poorly understood. This investigation aimed to elucidate the seasonal successional patterns of dinoflagellates and diatoms by 18S rRNA gene amplicon sequencing in a semi-enclosed bay. The results revealed that dinoflagellate and diatom communities have pronounced seasonal succession patterns, which are primarily associated with temperature. Furthermore, the most prevalent species throughout the year were Heterocapsa rotundata and Skeletonema costatum. Moreover, the assembly of dinoflagellate and diatom communities was mainly dominated by stochastic processes, with drift being the major factor. The co-occurrence of dinoflagellates and diatoms showed seasonal patterns, with the highest interactions observed in autumn. In addition, interactions of Syndiniales with dinoflagellates and diatoms highlighted the roles of parasites in eutrophic conditions. Flavobacteriaceae and Rhodobacteraceae are the bacterial taxa that most frequently interacted with dinoflagellates and diatoms, with interactions between dinoflagellates and bacteria being more complex than those between diatoms and bacteria. Overall, this study provides results that deepen our understanding of the phytoplankton dynamics in coastal eutrophic waters.IMPORTANCEDinoflagellates and diatoms are major phytoplankton groups in coastal waters. The composition and diversity of dinoflagellates and diatoms in the open ocean have been well documented; however, it remains uncertain to what extent their adaptation to long-term eutrophic conditions influences their response to environmental disturbances. Here, we investigated the interactions and assembly processes of dinoflagellates and diatoms in a eutrophic bay throughout the whole year. Our findings revealed that interactions between dinoflagellates and diatoms are primarily shaped by seasonal transitions, while prolonged eutrophic conditions tend to amplify stochastic processes in community assembly. These findings provide novel perspectives on the influence of long-term eutrophication on phytoplankton dynamics within eutrophic waters.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    营养状态指数(TSI)是量化和理解湖泊富营养化的关键指标,尚未充分探索长期水质监测,特别是内陆中小型水域。Landsat卫星为促进多尺度湖泊的时空监测提供了有效的补充。利用Landsat表面反射率产品检索了1984年至2023年中国1平方公里以上2693个湖泊的年平均TSI。我们的方法首先用决策树通过像素区分湖泊类型,然后得出营养状态与藻类生物量指数之间的关系。通过公开报告和现有数据集的验证证实了良好的一致性和可靠性。该数据集为不同面积尺度下的湖泊提供了可靠的年度TSI结果和可信的趋势,为进一步研究提供参考,为湖泊可持续管理提供便利。
    Trophic state index (TSI) serves as a key indicator for quantifying and understanding the lake eutrophication, which has not been fully explored for long-term water quality monitoring, especially for small and medium inland waters. Landsat satellites offer an effective complement to facilitate the temporal and spatial monitoring of multi-scale lakes. Landsat surface reflectance products were utilized to retrieve the annual average TSI for 2693 lakes over 1 km2 in China from 1984 to 2023. Our method first distinguishes lake types by pixels with a decision tree and then derives relationships between trophic state and algal biomass index. Validation with public reports and existing datasets confirmed the good consistency and reliability. The dataset provides reliable annual TSI results and credible trends for lakes under different area scales, which can serve as a reference for further research and provide convenience for lake sustainable management.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号