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Synthesis of Fe2O3/TS-1@PTFE and its application in contact-electro-catalysis for degradation of organic contaminants in wastewater. Fe2O3/TS-1@PTFE的合成及其在接触电催化降解废水中有机污染物中的应用
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-03-19 DOI: 10.1016/j.jenvman.2026.129395
Fanjun Meng, Yachen Liu, Xinyu Zhang, Ziqi Wei, Yuhang Liu, Ziguan Jiang, Yufan Li, Junlin Wu, Teng Zhang, Xifeng Shi, Bo Tang

Recent studies have demonstrated the potential of contact electro-catalysis (CEC) for degrading organic pollutants in wastewater through interfacial electron transfer mechanisms. However, practical applications of CEC are hindered by the limited efficiency of existing catalysts and the lack of reaction condition adaptability. In this study, we modified titanium silicalite-1 (TS-1) zeolite with Fe2O3 nanoparticles and polytetrafluoroethylene (PTFE), creating a composite (Fe2O3/TS-1@PTFE) to remove oxytetracycline (OTC) from water via synergistic adsorption and degradation by the reactive oxygen species (ROS) and H2O2. A near-complete (98%) removal performance was achieved within 60 min at pH = 7 and a temperature 25 °C, with catalyst dosage of 0.5 g/L and an initial OTC concentration of 5 mg/L. It demonstrated that the degradation corresponded to pseudo-first-order kinetics model with a kinetic constant of 0.05 min-1. During the degradation, it was revealed that ROS assumed a dominant role, with Fenton-like reactions playing a secondary but significant part; consequently, an innovative self-cycling Fenton-like mechanism was proposed. The system also demonstrated strong anti-interference capability, stability, and efficacy in real water samples. This work provides us with a strategy, namely, employing self-cycling Fenton-like reactions as a supplementary means to further enhance the degradation efficiency while utilizing ROS for pollutant degradation.

近年来的研究表明,接触电催化(CEC)具有通过界面电子转移机制降解废水中有机污染物的潜力。然而,现有催化剂效率有限,反应条件缺乏适应性,阻碍了CEC的实际应用。在这项研究中,我们用Fe2O3纳米颗粒和聚四氟乙烯(PTFE)改性钛硅石-1 (TS-1)分子筛,制备了Fe2O3/TS-1@PTFE复合材料,通过活性氧(ROS)和H2O2的协同吸附和降解去除水中的土霉素(OTC)。在pH = 7、温度为25℃、催化剂用量为0.5 g/L、OTC初始浓度为5 mg/L的条件下,在60 min内达到了近乎完全(98%)的脱除效果。结果表明,降解符合准一级动力学模型,动力学常数为0.05 min-1。在降解过程中,ROS起主导作用,fenton样反应起次要但重要的作用;因此,提出了一种创新的自循环类芬顿机制。该系统在实际水样中也表现出较强的抗干扰能力、稳定性和有效性。本研究为我们提供了一种策略,即在利用ROS降解污染物的同时,采用自循环类芬顿反应作为补充手段进一步提高降解效率。
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引用次数: 0
Deciphering the clearance efficacy on the soil of slag stockpiles via lead isotopic signatures. 利用铅同位素特征解读堆积物对土壤的清除效果。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-03-19 DOI: 10.1016/j.jenvman.2026.129390
Zhenghua Tao, Lina Zhang, Lin Jia, Ke Pan, Rongfei Wei, Shanshan Chen, Xiaoying Zhu, Ningning Wang, Danhua Yang, Tianxiang Xia

Metal slag has become an increasing environmental concern because of its hazardous constituents, prompting global initiatives to remove historical stockpiles as part of soil remediation programs. However, evaluating the effectiveness of these clearance efforts remains challenging, as residual slag-derived contamination is difficult to distinguish from geogenic backgrounds or anthropogenic inputs. This study aims to quantitatively assess the efficacy of aluminum-steel slag stockpile clearance by integrating lead (Pb) isotopic signatures with partial extraction techniques to evaluate changes in soil contamination before and after remediation. Based on the significant correlation between 1/Pb and the 206Pb/207Pb ratio, a binary mixing model was employed for source apportionment, thereby confirming a shared metal slag source. Model calculations indicate a significant reduction in the relative contribution of metal slag, which decreased from 95.2% pre-clearance to 41.4% post-clearance, reflecting a reduction of approximately 55.9%. Meanwhile, the absolute Pb concentration fell dramatically from 557.3 mg/kg to 20.6 mg/kg, representing a decrease of about 96.3%. This notable divergence underscores that while absolute mass reduction validates the effectiveness of remediation efforts, the persistent relative contributions highlight reconfigured source dynamics crucial for long-term stewardship. Our study establishes Pb isotopic analysis as a robust methodology that surpasses conventional bulk concentration measurements in assessing the success of environmental cleanup.

由于其有害成分,金属渣已成为日益严重的环境问题,促使全球倡议清除历史库存,作为土壤修复计划的一部分。然而,评估这些清除工作的有效性仍然具有挑战性,因为残余渣源污染很难与地质背景或人为输入区分开来。本研究旨在将铅同位素特征与部分提取技术相结合,定量评估铝钢渣堆场清理效果,评价修复前后土壤污染的变化。基于1/Pb与206Pb/207Pb比值的显著相关性,采用二元混合模型进行源解析,确定了共享金属渣源。模型计算表明,金属渣的相对贡献显著降低,从清理前的95.2%下降到清理后的41.4%,减少了约55.9%。同时,铅的绝对浓度从557.3 mg/kg急剧下降到20.6 mg/kg,降幅约为96.3%。这种显著的差异强调了,虽然绝对质量的减少证实了补救努力的有效性,但持续的相对贡献强调了对长期管理至关重要的重新配置的源动态。我们的研究确立了铅同位素分析作为一种强大的方法,在评估环境清理成功方面超越了传统的体积浓度测量。
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引用次数: 0
Thermal analysis and efficiency optimization of diesel- stirling combined cycle with CI engine exhaust heat recovery. 柴油机尾气热回收柴油机-斯特林联合循环的热分析及效率优化。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-03-19 DOI: 10.1016/j.jenvman.2026.129175
Alireza Batooei, Ali Qasemian, Ahad Amiri

Nowadays, because of their widespread applications in thermal efficiency enhancement, combined power cycles have attracted the attention and interest of the researchers. This research is devoted to provide a comprehensive modeling and thermal analysis of a new arrangement of combined cycle based on a compression ignition (CI) engine and α-type Stirling engine. Furthermore, the influences of the diesel exhaust gas temperature and Stirling working pressure on Stirling and combined engines power and efficiency are examined considering various scenarios. The Stirling engine cycle is combined with a CI engine cycle to recover the CI engine exhaust gas waste heat. OM355 experimental results have been considered for generated power, thermal balance and exhaust gas temperature analysis. According to thermal analysis and the obtained results, it is revealed that about 34% of input energy wastes by the exhaust gas. The simulation of α-type Stirling engine is also performed and the Solo V161 experimental results were employed for validation. Furthermore, Stirling engine heater is suggested for installation on the exhaust pipe in order to analyze the new proposed combined cycle properties. Thermodynamic analysis of combined cycle is implemented and thermal efficiency and net power are obtained for Striling engine, diesel engine and combined cycle for various Stirling engine and diesel exhaust temperatures. The results indicate that, by installing a Stirling engine heater on the exhaust pipe of the CI engine, about 9.3 kW of the wasted heat could be recovered. Compared to the ordinary engine, coupled engines heat balance reveals higher thermal efficiency and combined cycle power which increase by 7.3% and 5.6%, respectively.

目前,由于联合动力循环在提高热效率方面的广泛应用,引起了研究人员的关注和兴趣。本文研究了基于压缩点火(CI)发动机和α型斯特林发动机的一种新型组合循环布置方式的综合建模和热分析。此外,还研究了不同工况下柴油机排气温度和斯特林工作压力对斯特林发动机和联合发动机功率和效率的影响。斯特林发动机循环与CI发动机循环相结合,回收CI发动机废气余热。对OM355实验结果进行了发电功率、热平衡和排气温度分析。根据热分析和所得结果表明,约34%的输入能量被废气浪费。对α型斯特林发动机进行了仿真,并采用Solo V161的实验结果进行了验证。此外,建议在排气管上安装斯特林发动机加热器,以分析新提出的联合循环特性。对联合循环进行了热力学分析,得到了斯特林发动机、柴油机和联合循环在不同斯特林发动机和柴油机排气温度下的热效率和净功率。结果表明,在CI发动机排气管上加装斯特林发动机加热器,可回收约9.3 kW的余热。与普通发动机相比,耦合发动机热平衡表现出更高的热效率和联合循环功率,分别提高了7.3%和5.6%。
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引用次数: 0
Enhancing run-of-river hydropower capacity assessment through integrated time series flow regime modeling and continuous wavelet transform analysis. 利用时间序列流型综合建模和连续小波变换分析加强径流水电容量评价。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-03-19 DOI: 10.1016/j.jenvman.2026.129363
Shang-Shu Shih, Yao-Wen Hsu, Jing-Hua Ning, Jung-Hsien Hung

Run-of-river hydropower (RoR HP) systems are gaining prominence as sustainable energy alternatives because of their reduced ecological footprint compared with that of reservoir-based installations. However, in some regions, seasonal flow variability poses challenges for consistent energy generation and operational efficiency. This study introduces a novel framework that integrates continuous wavelet transform (CWT) and flow duration curve (FDC) analyses to evaluate hydropower potential by quantifying functional flow rates (FFRs) while accounting for flow regime continuity, which is a critical factor often overlooked in conventional assessments. Using a 22-year hourly discharge dataset from a subtropical watershed, we applied the CWT with a Morlet wavelet basis to decompose flow time series data, identifying dominant temporal scales via the global wavelet power spectrum. The results revealed primary (1 year) and secondary (3.5 years) hydrological cycles, reflecting the seasonal and interannual flow variabilities that directly impact hydropower feasibility. FFR thresholds were derived via continuous exceedance probability (CEP), which incorporates temporal flow continuity, and compared with traditional discrete exceedance probability (DEP) methods. Key findings indicate that the conventional DEP-based FDC approach systematically overestimates useable hydropower potential because it aggregates flow magnitudes without considering temporal sequencing and continuity, and this bias becomes more pronounced under strong seasonal variability. Across the evaluated continuity thresholds (3-24 h), CEP yields consistently lower and more operationally realistic energy and capacity-factor estimates than DEP. The dry-season flows consistently exceeded the CEP thresholds, whereas the wet-season flows exhibited high variability, necessitating adaptive operational strategies. Contrary to conventional insight, the dry season typically maintains a more continuous and available flow within a moderate discharge range. By prioritizing temporal continuity, the CEP framework provides a robust tool for policymakers and developers to mitigate financial risk, enhance climate resilience, and safeguard aquatic ecosystems. RoR systems can optimize energy output while minimizing risks from overestimated capacity factors by aligning installed capacity with CEP-derived thresholds. The proposed methodology reduces operational uncertainties and enhances the viability of RoR systems as low-impact renewable energy solutions, supporting climate resilience and environmental management goals.

与基于水库的水力发电系统相比,顺流水力发电系统作为可持续能源的替代方案越来越受到重视,因为它们的生态足迹更少。然而,在一些地区,季节性流量变化对持续的能源生产和运行效率构成了挑战。该研究引入了一个新的框架,将连续小波变换(CWT)和流时曲线(FDC)分析相结合,通过量化功能流量(ffr)来评估水电潜力,同时考虑流型连续性,这是传统评估中经常被忽视的关键因素。利用某亚热带流域22年逐时流量数据,应用CWT和Morlet小波基对流量时间序列数据进行分解,通过全局小波功率谱识别出优势时间尺度。结果揭示了主要(1年)和次要(3.5年)水循环,反映了直接影响水电可行性的季节和年际流量变化。利用连续超越概率(CEP)方法推导了FFR阈值,并与传统的离散超越概率(DEP)方法进行了比较。主要研究结果表明,传统的基于深度的FDC方法系统地高估了可利用水电潜力,因为它在不考虑时间序列和连续性的情况下汇总了流量,这种偏差在强烈的季节变化下变得更加明显。在评估的连续性阈值(3-24 h)中,CEP得出的能量和容量因子估值始终低于DEP,且在操作上更为现实。旱季流量始终超过CEP阈值,而雨季流量则表现出高变异性,因此需要采取适应性操作策略。与传统观点相反,旱季通常在适度的流量范围内保持更连续和可用的流量。通过优先考虑时间连续性,CEP框架为政策制定者和开发商提供了一个强大的工具,以减轻金融风险,增强气候适应能力,保护水生生态系统。RoR系统可以优化能源输出,同时通过将装机容量与cep派生的阈值相一致,将高估容量因素带来的风险降至最低。提出的方法减少了操作的不确定性,提高了RoR系统作为低影响可再生能源解决方案的可行性,支持气候适应能力和环境管理目标。
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引用次数: 0
Enhancing volatile fatty acid production using arrested anaerobic digestion of food waste and high salinity glycerol sludge. 利用停止厌氧消化食物垃圾和高盐度甘油污泥提高挥发性脂肪酸的生产。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-03-19 DOI: 10.1016/j.jenvman.2026.129391
Emily Lim McCoy, Amro Hassanein, Brian J Eddie, Matthew D Yates, Yebo Li, Stephanie Lansing

This study quantified volatile fatty acid (VFA) production using semi-continuous, arrested anaerobic digestion (aAD) of food waste (FW) and high salinity glycerol sludge (HSGS) derived from plant-based biodiesel processing. FW and HSGS were tested at five ratios (100:0, 75:25, 50:50, 25:75, 0:100). The alkaline pH (9 - 10) conditions and high organic load (6.3 - 17.8 g VS/L-day) with HSGS inclusion resulted in higher VFA production, despite the high salinity (214 g/L NaCl) of HSGS. The VFAs produced from mono-aAD of HSGS (36.04 g/L VFAs) were significantly higher than aAD of FW (9.29 g/L), with the highest VFA concentration observed on Day 51. The FW-only treatment produced the most VFAs per unit of VS loaded during steady state (0.65 - 1.24 g VFA/g VS), yet the wide range of salinity concentrations (53.5 - 214 g/L NaCl) with FW and HSGS co-aAD did not significantly influence VFA production efficiency (p > 0.05). The inclusion of HSGS increased VFA production and mitigated acidic inhibition during aAD of FW. No potassium hydroxide (KOH) additions were needed to buffer acidic conditions during aAD when HSGS inclusion was greater than 50%, and KOH additions with 75:25 ratio of FW:HSGS was 95% less than FW-only. HSGS inclusion drove a shift from a community dominated by Olsenella and Methanobrevibacter to communities with higher diversity and a higher proportion of acetic acid producing fermenters. This work showed that HSGS inclusion increases VFA production when used singularly or with FW, with high VFA concentrations available for processing into bioplastics, bioenergy, or pharmaceuticals.

本研究通过对食物垃圾(FW)和高盐度甘油污泥(HSGS)进行半连续、暂停厌氧消化(aAD),量化了挥发性脂肪酸(VFA)的产量。FW和HSGS以5种比例(100:0、75:25、50:50、25:75、0:100)进行测试。尽管HSGS的盐含量很高(214 g/L NaCl),但在碱性(9 ~ 10)条件和高有机负荷(6.3 ~ 17.8 g VS/L-day)条件下,VFA产量较高。HSGS单aAD产生的VFAs (36.04 g/L)显著高于FW的aAD (9.29 g/L),其中VFA浓度在第51天达到最高。在稳定状态下,单添加FW的处理单位负载VS产生的VFA最多(0.65 ~ 1.24 g VFA/g VS),但FW和HSGS共同添加的盐度范围(53.5 ~ 214 g/L NaCl)对VFA产生效率没有显著影响(p > 0.05)。HSGS的加入增加了VFA的产生,减轻了FW aAD期间的酸性抑制。当HSGS包合量大于50%时,aAD过程中不需要添加氢氧化钾(KOH)来缓冲酸性条件,且FW:HSGS比例为75:25时的KOH添加量比仅添加氢氧化钾少95%。HSGS的加入推动了由Olsenella和methanobrebacter主导的群落向具有更高多样性和更高比例产乙酸发酵菌的群落转变。这项工作表明,HSGS包合物在单独使用或与FW一起使用时增加了VFA的产量,高VFA浓度可用于加工成生物塑料、生物能源或药物。
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引用次数: 0
Mitigating acid sulfate soil development in sediment addition projects through application of sediment amendments. 通过应用泥沙改良剂来缓解加沙工程中酸性硫酸盐土壤的发育。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-03-19 DOI: 10.1016/j.jenvman.2026.129314
Madeline P Kollegger, Caitlin Daddona, Chris S Elphick, Min Huang, Beth A Lawrence, Nicolette L Nelson, Ashley M Helton

Sediment addition is an increasingly common strategy to promote coastal resilience where sediment is added to salt marsh surfaces to increase elevation and prevent marsh loss. Added sediments are typically dredged materials from marine environments that may become acidic when exposed to air because of their high reduced sulfide levels, known as potential acid sulfate soils (PASS). Low soil pH inhibits plant growth and can delay ecosystem recovery after sediment addition. We used a laboratory soil core experiment to evaluate how a range of amendments altered pH (mulch, crushed shells, pelletized lime, and recycled concrete), and a field study to examine the effects of recycled concrete. We found that concrete amended sediment (laboratory: 8.24 ± 0.32; field: 8.15 ± 0.55) increased pH relative to adding unamended sediment (laboratory: 7.33 ± 0.35; field: 7.21 ± 0.45). Environmental context is likely important for sediment additions and even PASS may not become acidic in flooded, low marsh environments. Under more oxidized conditions, particularly in higher-elevation marsh or when deeper layers of sediment are added, recycled concrete is a potential amendment to neutralize acidity. Sediment amendments may also affect other ecosystem responses, including water chemistry and greenhouse gas emissions. We found that concrete amendments lowered ferrous iron concentrations and decreased carbon dioxide emissions compared to adding unamended sediment. Additional testing of amendments under diverse environmental conditions and at field scales would further our understanding of the effectiveness and feasibility of amending soils during sediment additions to prevent acid sulfate soil development.

泥沙添加是一种越来越普遍的策略,以促进沿海恢复力,泥沙添加到盐沼表面,以增加海拔和防止沼泽损失。添加的沉积物通常是从海洋环境中疏浚出来的物质,当暴露在空气中时,由于它们的硫化物含量很高,可能会变成酸性,被称为潜在的酸性硫酸盐土壤(PASS)。土壤pH值过低会抑制植物生长,并会延迟添加泥沙后生态系统的恢复。我们使用实验室土壤核心实验来评估一系列修正剂(覆盖物、碎壳、石灰颗粒和再生混凝土)如何改变pH值,并进行实地研究来检查再生混凝土的影响。我们发现,与未添加混凝土修正泥沙(实验室:8.24±0.32;现场:8.15±0.55)相比,混凝土修正泥沙(实验室:7.33±0.35;现场:7.21±0.45)的pH值升高。环境背景可能对沉积物的添加很重要,甚至PASS在淹没的低沼泽环境中也可能不会变成酸性。在氧化程度较高的条件下,特别是在海拔较高的沼泽或添加了较深的沉积物时,再生混凝土是一种潜在的修正剂,可以中和酸性。沉积物的修正也可能影响其他生态系统反应,包括水化学和温室气体排放。我们发现,与添加未经改性的沉积物相比,混凝土改性降低了亚铁浓度,减少了二氧化碳排放。在不同的环境条件下和在野外尺度上进行修正的额外测试将进一步加深我们对在沉积物添加过程中修正土壤以防止酸性硫酸盐土壤发展的有效性和可行性的理解。
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引用次数: 0
Unraveling the dual pathways of intracellular nitrite accumulation in Tribonema minus under free nitrous acid (FNA) and nitrite salt (NO2-) stress. 揭示游离亚硝酸盐(FNA)和亚硝酸盐(NO2-)胁迫下Tribonema细胞内亚硝酸盐积累的双重途径。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-03-19 DOI: 10.1016/j.jenvman.2026.129367
Xinjuan Hu, Mingrui Wu, Deli Hong, Xianhui Xue, Min Zhao, Yunyue Gao, Yanyan Fan, Jianlong Lu, Zhihao Tang, Lijuan Meng, Zhen Yu, Guang Yang, Kun Yu, Shuhao Huo

Microalgae-nitrifier consortium is a promising sustainable wastewater treatment technology, however, accumulation of toxic nitrite inhibited microalgal growth and compromised system stability. This research studied the interrelation between nitrite metabolism and toxicity under free nitrous acid (FNA) and dissociated nitrite (NO2-) stress in microalgae to reveal regulation mechanism of nitrite assimilation and inhibition. Results showed that toxic threshold of FNA (40 μg N/L) on Tribonema minus was much lower than NO2- (450 mg N/L) and FNA stress down-regulated PsbO and ferredoxin-NADP+ reductase, causing irreversible damage to photosystem II, whereas NO2- stress suppressed the NDH complex that drove cyclic electron flow around photosystem I. Inhibition of both FNA and NO2- on microalgal growth were highly correlated with intracellular nitrite content, following exponential and logarithmic relationships, respectively. Chloroplast proteomics revealed that neither FNA nor NO2- directly repressed nitrite reductase (NiR) synthesis. Instead, excessive FNA diffused passively across membrane, collapsed photosynthetic electron transport and subsequently inactivated NiR, provoking further intracellular nitrite build-up. Under NO2- stress, accelerated nitrite influx overloaded the nitrogen-assimilatory machinery, down-regulated glutamate synthase (GOGAT) and disrupted the nitrogen assimilation, ultimately inactivated NiR, thereby exacerbating intracellular nitrite accumulation. Notably, FNA and NO2- stress redirected more carbon flux to carbohydrate and lipid whose content was 3.6-9.3 % and 4.5-10.1 % higher than control, respectively. The intracellular nitrite accumulation processes in T. minus during inhibition of FNA and NO2- were elucidated and methods including increasing extracellular polymeric substances content or supplementing exogenous substrate were proposed to reduce passive diffusion and enhance nitrite assimilation.

微藻-硝化物联用是一种很有前途的可持续污水处理技术,然而,有毒亚硝酸盐的积累抑制了微藻的生长,损害了系统的稳定性。本研究旨在研究游离亚硝酸盐(FNA)和游离亚硝酸盐(NO2-)胁迫下微藻亚硝酸盐代谢与毒性的相互关系,揭示亚硝酸盐同化和抑制的调控机制。结果表明,FNA (40 μg N/L)对Tribonema minus的毒性阈值远低于NO2- (450 mg N/L), FNA胁迫下调PsbO和铁氧化还蛋白- nadp +还原酶,对光系统II造成不可逆的损伤,而NO2-胁迫抑制驱动光系统i周围循环电子流动的NDH复合物,FNA和NO2-对微藻生长的抑制均与胞内亚硝酸盐含量呈指数和对数关系。分别。叶绿体蛋白质组学显示,FNA和NO2-均不直接抑制亚硝酸盐还原酶(NiR)的合成。相反,过量的FNA被动地跨膜扩散,光合电子传递崩溃,随后NiR失活,引发细胞内亚硝酸盐进一步积聚。在NO2-胁迫下,加速的亚硝酸盐内流使氮同化机制超载,下调谷氨酸合成酶(GOGAT),破坏氮同化,最终使NiR失活,从而加剧细胞内亚硝酸盐的积累。值得注意的是,FNA和NO2-胁迫将更多的碳通量转向碳水化合物和脂质,碳水化合物和脂质含量分别比对照高3.6- 9.3%和4.5- 10.1%。阐明了T. minus在抑制FNA和NO2-的过程中细胞内亚硝酸盐的积累过程,并提出了增加细胞外聚合物含量或补充外源底物的方法来减少被动扩散,增强亚硝酸盐的同化。
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引用次数: 0
Soil C:N:P stoichiometry and microbial community dynamics across six vegetation restoration patterns in the upper Yellow River. 黄河上游6种植被恢复模式土壤C:N:P化学计量特征及微生物群落动态
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-03-19 DOI: 10.1016/j.jenvman.2026.129396
Jianguo Liu, Jinling Liu, Rui Wang, Panpan Li

The upper Yellow River is a crucial ecological barrier and water conservation zone in the Yellow River Basin. Since 2000, extensive afforestation in this region has markedly improved the carbon sequestration capacity. Nevertheless, the responses of soil C:N:P stoichiometry and microbial diversity to different vegetation restoration patterns remain insufficiently understood. This study was conducted at a representative restoration site (Erlang Mountain) in the upper Yellow River. Abandoned farmland (Af, abandoned for more than three years) was used as the background, and six types of plantations with a uniform recovery period of 20 years were selected: mixed forest (Mf), Hippophae rhamnoides (Hr), Picea crassifolia (Pc), Prunus sibirica (Ps), Larix gmelinii (Lg), and Pinus tabuliformis (Pt). These tree species are widely used for afforestation in the upper Yellow River region and represent the dominant vegetation restoration strategies. Using 16S rRNA and ITS amplicon sequencing, this study clarified the mechanisms underlying soil microbial diversity and C:N:P stoichiometry across these restoration types. The results revealed the following. (1) Soil C (SOC) and N (TN) contents and stocks were the highest in Mf but the lowest in Hr (P < 0.05). Except for Mf, the soil C and N contents and stocks in the Lg forests exceeded those in the other stands (P < 0.05), whereasthe soil P (TP) in Pt was the lowest (P < 0.05). (2) The soil bacterial α-diversity in Mf and Lg was greater than that in other afforestation lands (P < 0.05), with Mf exhibiting the highest α-diversity, dominated by Acidobacteriota and Pyrinomonadaceae. The soil fungal α-diversity in Cl exceeded that of the other land use types (P < 0.05). The abundance of Acidobacteriota in Hr soils was lower than that in other forests, whereas the abundances of Ascomycota and Mortierellaceae were higher. (3) Precipitation exerted a negative effect on soil C:N:P stoichiometry but a positive effect on bacterial α-diversity (P < 0.05). pRDA analysis indicated that the vegetation restoration type significantly influenced soil C:N:P stoichiometry and microbial diversity (P < 0.05). This study demonstrated that vegetation restoration reshaping microbial community composition and improving soil C and N contents, with Mf and Lg exerting a stronger effect than other vegetation restoration types, thereby providing insights into rational afforestation in these regions.

黄河上游是黄河流域重要的生态屏障和水源涵养区。2000年以来,该地区大面积植树造林,显著提高了固碳能力。然而,土壤C:N:P化学计量学和微生物多样性对不同植被恢复模式的响应尚不清楚。本研究以黄河上游具有代表性的修复遗址二郎山为研究对象。以废弃耕地(Af, 3年以上)为背景,选择了6种均匀恢复期为20年的人工林类型:混交林(Mf)、沙棘(Hr)、沙林云杉(Pc)、东北李(Ps)、落叶松(Lg)和油松(Pt)。这些树种被广泛用于黄河上游地区的造林,代表了主要的植被恢复策略。本研究利用16S rRNA和ITS扩增子测序,阐明了不同恢复类型土壤微生物多样性和C:N:P化学计量的机制。结果显示如下。(1)土壤碳(SOC)、氮(TN)含量和储量以富营养化区最高,富营养化区最低
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引用次数: 0
Automated multi-chemical dosing control based on machine learning for magnetic coagulation in aquaculture wastewater. 基于机器学习的水产养殖废水磁混凝多化学品自动投加控制。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-03-19 DOI: 10.1016/j.jenvman.2026.129388
Chaoyi Guo, Miao Lv, Yang Yang, Tianming Chen, Xiaolong Bai, Cheng Ding, Wenlu Li, Fan Chen, Wanxin Yin, Ye Yuan

Magnetic coagulation using magnetic powder with polyaluminum chloride and polyacrylamide is a promising option for aquaculture wastewater treatment, yet practical deployment is constrained by the need for real-time multi-chemical dosing under highly variable influent conditions. This study develops and validates an automated, control-oriented framework for optimizing combined magnetic coagulant and coagulant-aid dosages during dynamic operation. A fast data-driven surrogate based on an Extreme Learning Machine (ELM) was constructed and tuned with Grey Wolf Optimizer (GWO), and dosing decisions were formulated as a desirability-based, chance-constrained optimization problem to account for multi-objective trade-offs and reliability. The optimized setpoints were implemented through a feedforward-feedback controller, while Shapley Additive Explanations and partial dependence plots were used to interpret dose-response patterns and chemical interactions. Using lab-scale dynamic datasets, GWO tuning improved geometric-mean desirability by 0.12-0.29 and reduced prediction errors by 13-38%. Under abrupt disturbances, the GWO-ELM-PID strategy achieved 99.7% on-specification time and reduced total chemical consumption by 9.98% and 7.82% compared with open-loop and conventional proportional-integral-derivative strategies, respectively. These results support a reliable, interpretable, and deployable framework for real-time multi-chemical coagulation control.

使用磁性粉末与聚氯化铝和聚丙烯酰胺进行磁混凝是一种很有前途的水产养殖废水处理选择,但实际部署受到高度可变进水条件下实时多化学品投加的需求的限制。本研究开发并验证了一个自动化的、面向控制的框架,用于优化动态操作过程中磁性混凝剂和助凝剂的组合剂量。构建了一个基于极限学习机(ELM)的快速数据驱动代理,并使用灰狼优化器(GWO)进行了调整,并将剂量决策制定为基于可取性、机会约束的优化问题,以考虑多目标权衡和可靠性。优化的设定值通过前馈-反馈控制器实现,而Shapley加性解释和部分依赖图用于解释剂量-响应模式和化学相互作用。使用实验室规模的动态数据集,GWO调优将几何平均可取性提高了0.12-0.29,并将预测误差降低了13-38%。在突变干扰下,与开环和传统的比例-积分-导数策略相比,GWO-ELM-PID策略的规范时间达到99.7%,总化学品消耗分别降低9.98%和7.82%。这些结果为实时多化学混凝控制提供了可靠、可解释和可部署的框架。
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引用次数: 0
Balancing torque, efficiency, and emissions: A framework for engine optimization using modern metaheuristics. 平衡扭矩,效率和排放:一个框架的发动机优化使用现代元启发式。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-03-19 DOI: 10.1016/j.jenvman.2026.129350
Marcos Henrique Carvalho Silva, André Vinícius Oliveira Maggio, Paulo Alexandre Pizará Hayashida, Armando Antônio Maria Laganá, Bruno Silva Pereira, João Francisco Justo

Modern internal combustion engines must satisfy increasingly strict and often conflicting requirements: high torque demand must be delivered without sacrificing fuel efficiency, while emissions compliance depends on maintaining suitable exhaust thermal conditions for effective aftertreatment operation. These objectives are strongly coupled and highly nonlinear, so improving one metric can deteriorate others, and the feasible region is further constrained by complex actuator interactions and operating-regime variability. To address this challenge, this study applies a suite of recent bio-inspired metaheuristic algorithms to multi-target engine calibration, leveraging their derivative-free global search capability to handle multimodality, nonconvexity, and black-box constraints that limit conventional gradient-based tuning. A high-fidelity surrogate model was first constructed from a public engine dataset using Principal Component Analysis (PCA) and Gaussian Process Regression (GPR) and validated via k-fold cross-validation, enabling fast and accurate prediction of torque, brake thermal efficiency (BTE), and exhaust gas temperature as the fitness function. Five optimizers were then benchmarked in terms of solution quality and convergence behavior in this realistic calibration setting: Meerkat Optimization Algorithm (MOA), Dumbo Octopus Algorithm (DOA), Pufferfish Optimization Algorithm (POA), Hybrid Jellyfish Search-Particle Swarm Optimization (HJSPSO), and Dendritic Growth Optimization (DGO). Finally, an automated DOA-based calibration workflow was used to generate efficiency-oriented control maps. Across all tested operating conditions, the DOA-based calibration maintained percentage errors of up to 6% relative to all reference targets, with the analysis focused on high-efficiency setpoints, as indicated by BTE reference values of at least 30%.

现代内燃机必须满足越来越严格且经常相互冲突的要求:在不牺牲燃油效率的情况下提供高扭矩需求,而排放合规取决于保持合适的排气热条件,以有效地进行后处理操作。这些目标是强耦合和高度非线性的,因此改进一个指标可能会恶化其他指标,并且可行区域进一步受到复杂的执行器相互作用和操作状态可变性的约束。为了应对这一挑战,本研究将一套最新的生物启发的元启发式算法应用于多目标引擎校准,利用其无导数的全局搜索能力来处理多模态、非凸性和黑盒约束,这些约束限制了传统的基于梯度的调谐。首先,利用主成分分析(PCA)和高斯过程回归(GPR)从公共发动机数据集构建了一个高保真度的代理模型,并通过k-fold交叉验证进行验证,能够快速准确地预测扭矩、制动热效率(BTE)和废气温度作为适应度函数。在此标定环境下,对5种优化算法进行了求解质量和收敛性能的基准测试:狐獴优化算法(MOA)、小飞象章鱼优化算法(DOA)、河豚优化算法(POA)、水母混合搜索-粒子群优化算法(HJSPSO)和树突生长优化算法(DGO)。最后,利用基于方位的自动校准工作流生成了面向效率的控制图。在所有测试的操作条件下,相对于所有参考目标,基于doa的校准保持了高达6%的百分比误差,分析重点是高效设定值,如BTE参考值至少30%所示。
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引用次数: 0
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Journal of Environmental Management
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