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Characterization of secondary formation of wintertime PM2.5 in eastern China: The role of relative humidity 中国东部冬季PM2.5次生形成特征:相对湿度的作用
IF 13.6 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-05 DOI: 10.1016/j.jhazmat.2026.141401
Yan Lyu, Jiahong Zheng, Ying Han, Peisong Luo, Danni Wu, Zhentao Wu, Xiaobing Pang
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引用次数: 0
The LysR orchestrates expression of dibenzofuran catabolic genes in a dioxins-degrader Rhodococcus sp. by direct handling and coordinating with LuxR solo LysR通过直接处理和与LuxR单独协调,协调二恶英降解红球菌中二苯并呋喃分解代谢基因的表达
IF 13.6 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-05 DOI: 10.1016/j.jhazmat.2026.141399
Changai Fu, Yonglan Xu, Yan Chen, Xu Wang, Xiaoyi Ma, Xiaoyu Wang, Li Li
Aromatics contamination has posed a significant threat to global ecosystems. During bioremediation, transcriptional regulation of aromatics catabolic genes serves as a subtle switch for controlling functional organisms, particularly in engineering synthetic microbes. LysR-type transcriptional regulators and the quorum sensing LuxR family regulators LuxR solos, are prevalent in bacteria, participating in regulating metabolism and physiological activities. However, their coordination for catabolic genes regulation remains poorly understood. In this study, we examined the relationship between LysR and LuxR solo and the underlying mechanisms for transcriptional regulation of dibenzofuran-catabolic genes in Rhodococcus sp. strain p52, which harbors distinct dioxins-catabolic gene clusters on plasmids pDF01 and pDF02. Our results demonstrated that the self-regulatory LysR encoded on pDF02 repressed the expression of catabolic genes on the same plasmid through binding to the dbfA promoter, and dibenzofuran relieved the inhibition of LysR. Additionally, the LysR inhibited the expression of the luxR solo located on pDF01, which regulates the catabolic genes on that plasmid. Transcriptomic and proteomic analyses revealed that the LysR acted as a master switch for metabolism regulation, influencing central metabolism and oxidative phosphorylation, besides dibenzofuran peripheral pathway degradation. This study broadens our understanding of bacterial transcriptional regulatory hierarchies during aromatics biodegradation.
芳烃污染对全球生态系统构成了重大威胁。在生物修复过程中,芳烃分解代谢基因的转录调控是控制功能生物的微妙开关,特别是在工程合成微生物中。lysr型转录调控因子和群体感应LuxR家族调控因子LuxR solos普遍存在于细菌中,参与调节代谢和生理活动。然而,它们对分解代谢基因调控的协调作用仍然知之甚少。在这项研究中,我们研究了红球菌p52菌株中LysR和LuxR之间的关系以及二苯并呋喃分解代谢基因转录调控的潜在机制,该菌株在质粒pDF01和pDF02上含有不同的二恶英分解代谢基因簇。我们的研究结果表明,pDF02上编码的自我调节型LysR通过与dbfA启动子结合,抑制了同一质粒上分解代谢基因的表达,而二苯并呋喃减轻了对LysR的抑制作用。此外,LysR抑制了位于pDF01上的luxR solo的表达,该luxR solo调节了该质粒上的分解代谢基因。转录组学和蛋白质组学分析表明,除了影响二苯并呋喃外周通路降解外,LysR还作为代谢调节的主开关,影响中枢代谢和氧化磷酸化。这项研究拓宽了我们对芳烃生物降解过程中细菌转录调控层次的理解。
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引用次数: 0
Unlocking inherent superoxide production from potassium peroxoborate for efficient PAHs degradation 解锁固有的超氧化物生产从过氧硼酸钾有效降解多环芳烃
IF 13.6 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-05 DOI: 10.1016/j.jhazmat.2026.141284
Jiajie Zhou, Shaohong Wang, Yan Tian, Yingqi Wang, Guohong Liu, Da Li, Tongtong Liu, Dahong Chen, Yujie Feng
Conventional Fenton-like systems for in-situ chemical oxidation (ISCO) face significant challenges, including non-productive consumption of reactive oxygen species (ROS) and inefficient Fe(III)/Fe(II) circulation. This study developed a novel Fenton-like system for polycyclic aromatic hydrocarbons (PAHs) remediation employing potassium peroxoborate (PPB) as oxidant coupled with iron nitrilotriacetic acid (Fe(III)/NTA). The proposed PPB/Fe(III)/NTA system achieved 6.34-folds higher degradation efficiency of pyrene comparing with the H2O2/Fe(III)/NTA system. Sustainable H2O2 generation from PPB reduced the non-productive loss of ROS. Crucially, this system generated superoxide radicals (•O2) at a rate 7 orders of magnitude greater than the H2O2 counterpart. Integrated analysis via electron paramagnetic resonance, isotopic tracing (18O-labeling), and density functional theory calculations revealed that •O2 originates from PPB's water-mediated O-O bond cleavage, with oxygen atoms derived exclusively from PPB. Endogenous •O2 accelerated Fe(III) reduction to Fe(II), bypassing the rate-limiting step in traditional Fenton-like system. Moreover, actual contaminated soil remediation experiments verified the feasibility of PPB/Fe(III)/NTA in a real polluted site, in which total PAHs removed by 66 %, outperforming the H2O2/Fe(III)/NTA system (29 % removal). These findings highlight PPB’s dual function as a ROS reservoir and endogenous activator, expanding the understanding of the activation mechanisms of Fenton-like reactions and presenting a promising strategy for efficient ISCO remediation.
传统的原位化学氧化(ISCO)类芬顿系统面临着重大挑战,包括非生产性活性氧(ROS)消耗和低效率的Fe(III)/Fe(II)循环。本研究以过氧硼酸钾(PPB)为氧化剂,偶联硝基三乙酸铁(Fe(III)/NTA),建立了一种新型fenton类多环芳烃(PAHs)修复体系。PPB/Fe(III)/NTA体系对芘的降解效率是H2O2/Fe(III)/NTA体系的6.34倍。PPB持续生成H2O2减少了ROS的非生产性损失。关键是,该体系产生超氧自由基(•O2−)的速率比H2O2体系高7个数量级。通过电子顺磁共振、同位素示踪(18o标记)和密度泛函数理论计算的综合分析表明,•O2−来自PPB的水介导的O-O键裂解,氧原子完全来自PPB。内源性•O2−加速了Fe(III)还原为Fe(II),绕过了传统的类芬顿体系中的限速步骤。此外,实际污染土壤修复实验验证了PPB/Fe(III)/NTA在实际污染场地的可行性,其中总PAHs去除率为66 %,优于H2O2/Fe(III)/NTA体系(去除率为29 %)。这些发现突出了PPB作为ROS储存库和内源性激活剂的双重功能,扩展了对芬顿样反应激活机制的理解,并为有效的ISCO修复提供了有前途的策略。
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引用次数: 0
The influence of sociodemographic factors on blood lead levels in healthy adults living in Belgrade, Serbia 社会人口因素对塞尔维亚贝尔格莱德健康成人血铅水平的影响
IF 13.6 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-05 DOI: 10.1016/j.jhazmat.2026.141357
Aleksandra Repić, Dragana Vukelić, Vera Lukić, Olivera Savić, Ivan Potić, Milena Andjelković, Stefan Mandić-Rajčević, Biljana Antonijević, Aleksandra Buha Djordjević, Petar Bulat, Zorica Bulat
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引用次数: 0
Uncovering Plasticizer-Degrading Potential in Landfill Microbiomes with Curated PzDE-HMM Database and Multi-Scale Validation from Isolates to Synthetic Consortia 利用PzDE-HMM数据库揭示垃圾填埋场微生物群的增塑剂降解潜力,并从分离菌到合成菌群进行多尺度验证
IF 13.6 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-05 DOI: 10.1016/j.jhazmat.2026.141398
Xiaoxi Kang, Ze Zhao, Xinyu Zhu, Feng Ju
Plasticizers are widely used additives that leach from plastic products and accumulate in landfills, yet the microbial functions supporting their degradation remain poorly resolved. Here, we combined curated functional annotation, substrate-driven enrichment, and isolate-level validation to dissect plasticizer degradation in landfill microbiomes. A plasticizer-degrading enzyme (PzDE) hidden Markov model database (PzDE-HMM) was assembled from 49 experimentally validated enzyme families. It was applied to metagenomes from five landfill niches, identifying 2,219 candidate plasticizer-degrading genes, which is 3.6- and 19-fold more than those identified by KofamScan- and BLASTp-based annotation methods, respectively. Enrichment with three legacy phthalates (DEHP, DIDP, DBP) and three non-phthalate plasticizers (DOTP, DOA, ATBC) drove pronounced shifts in landfill microbial communities and functional gene repertoires, revealing coexisting broad-spectrum and substrate-specific degraders. Culture-based isolation from enriched media yielded 51 strains, and three representative isolates showed concordance between PzDE-HMM-predicted gene repertoires, substrate breadth, and degradation ability. Synthetic consortia assembled from these strains exhibited complementary degradation capacities and achieved higher removal of several plasticizers than the best single strains, illustrating how complementary gene sets can be combined to enhance multi-substrate degradation. Together, PzDE-HMM annotation workflow and this multilevel prediction–enrichment–isolate–consortium framework uncover the plasticizer-degrading and bioremediation potential of landfill microbiomes and provide a reusable resource and workflow for future plasticizer-focused microbiome studies.
增塑剂是一种广泛使用的添加剂,从塑料产品中滤出并在垃圾填埋场中积累,但支持其降解的微生物功能仍未得到很好的解决。在这里,我们结合了策划功能注释,底物驱动富集和分离水平验证来剖析垃圾填埋场微生物群中的增塑剂降解。从49个实验验证的酶家族中构建了一个增塑剂降解酶(PzDE)隐马尔可夫模型数据库(PzDE- hmm)。将其应用于五个垃圾填埋场生态位的宏基因组,鉴定出2,219个候选增塑剂降解基因,分别比基于KofamScan和blastp的注释方法鉴定出的增塑剂降解基因多3.6倍和19倍。三种传统邻苯二甲酸酯(DEHP, DIDP, DBP)和三种非邻苯二甲酸酯增塑剂(DOTP, DOA, ATBC)的富集导致垃圾填埋场微生物群落和功能基因库的显著变化,揭示了共存的广谱和底物特异性降解物。从富集培养基中培养分离得到51株菌株,其中3株具有代表性的菌株在pzde - hmm预测的基因库、底物宽度和降解能力之间表现出一致性。由这些菌株组装而成的合成菌群表现出互补的降解能力,并且比最佳的单一菌株对几种增塑剂的去除率更高,这说明互补基因集如何结合起来增强多底物降解。PzDE-HMM注释工作流程和这种多层次预测-富集-分离-联盟框架共同揭示了垃圾填埋场微生物组的增塑剂降解和生物修复潜力,并为未来以增塑剂为重点的微生物组研究提供了可重复使用的资源和工作流程。
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引用次数: 0
Synergistic Air Disinfection by Far-UVC and Negative Air Ions in a Portable Device 远紫外线与负离子在便携式设备中的协同空气消毒
IF 13.6 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-05 DOI: 10.1016/j.jhazmat.2026.141402
H.H. Zhang, A.C.K. Lai
Localized air disinfection is an effective strategy for reducing airborne pathogen transmission, though combining methods may yield only additive effects or, in some cases, synergistic efficacy. This study experimentally examined the single-pass disinfection efficiency of individual and combined Far-UVC and negative ionizers in a custom-built portable disinfection unit. Several influencing factors were comprehensively investigated: light-redistribution, number of ionizers, Far-UVC lamp arrangement, flow rate, and microbial type. Four microorganisms, including two common bacteria (Escherichia coli and Staphylococcus epidermidis) and two bacteriophages representing viruses (MS2 and P22), were tested at various airflow rates ranging from 81 to 144 m3/h. The results showed that light‑redistribution by enhancing wall reflection increased disinfection efficiency by 20% to 110% compared to the control condition without light‑redistribution. Microbial susceptibility was evaluated for Far-UVC light, and sensitivity to negative ions was also determined. The results demonstrated that airborne E. coli was the most susceptible to Far-UVC. In contrast to the bacteria, the airborne viruses MS2 and P22 were more sensitive to negative ions. The results revealed that the combination of Far-UVC and ionizers exhibited a synergistic effect for those tested bacteria, producing a disinfection efficiency greater than the sum of their individual contributions. Furthermore, a horizontal arrangement of two Far-UVC lamps provided better disinfection than a vertical arrangement. The findings from this work offer valuable insights into strategies to enhance air disinfection performance, facilitating the development of novel portable devices that effectively disinfect bioaerosols.
局部空气消毒是减少空气传播病原体的有效策略,尽管多种方法联合使用可能只产生叠加效应,或在某些情况下产生协同效应。本研究在一个定制的便携式消毒装置中实验检测了单个和组合远紫外线和负电离器的单次消毒效率。综合考察了几个影响因素:光重分配、电离器数量、远紫外线灯布置、流速和微生物类型。四种微生物,包括两种常见细菌(大肠杆菌和表皮葡萄球菌)和两种代表病毒的噬菌体(MS2和P22),在81至144 m3/h的不同气流速率下进行了测试。结果表明,通过增强墙壁反射进行光再分配,与不进行光再分配的对照条件相比,消毒效率提高了20%至110%。测定了其对远紫外线光的敏感性和对负离子的敏感性。结果表明,空气传播的大肠杆菌对远紫外线最敏感。与细菌相比,空气传播的病毒MS2和P22对负离子更敏感。结果显示,远紫外线和电离器的组合对测试细菌表现出协同效应,产生的消毒效率大于它们单独贡献的总和。此外,水平布置的两个远紫外线灯比垂直布置的消毒效果更好。这项工作的发现为提高空气消毒性能的策略提供了有价值的见解,促进了有效消毒生物气溶胶的新型便携式设备的开发。
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引用次数: 0
Rainfall-driven shifts in disinfection byproduct precursors in eutrophic lakes: From algal to terrestrial sources 富营养化湖泊中消毒副产物前体的降雨驱动转变:从藻类到陆地来源
IF 13.6 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-04 DOI: 10.1016/j.jhazmat.2026.141382
Fangyuan Jiang, Jiaqi Ran, Feifei Wang, Yao Qu, Kaidi Lai, Ruixin Qu, Wenyuan Yang, Cheng Ye, Wenhai Chu
In subtropical monsoon regions, eutrophic lakes frequently experience concurrent heavy rainfall and algal blooms during the wet seasons. However, the combined effects of these events on source-water quality remain poorly understood. This study investigated the influence of rainfall on disinfection byproduct (DBP) formation potentials during algal blooms in Chaohu Lake—a critical water source servicing approximately 9 million people—and elucidated the dissolved organic matter (DOM)-mediated mechanisms underlying DBP variability. Following rainfall, total organic halogen concentrations in chlorinated lake waters increased from 537.6 ± 107.1 μg/Lto 716.5 ± 187.7 μg/L as Cl, accompanied by a 1.5- to 3.3-fold rise in DBP-associated cytotoxicity and a marked shift in DBP composition. Notably, post-rainfall concentrations of haloacetaldehydes (HALs) and haloacetic acids (HAAs) increased significantly, whereas haloacetonitriles (HANs) decreased. This pattern aligns with a shift in DOM composition—from predominantly algal-derived constituents before rainfall to terrestrial-dominated components afterward, which explains the observed changes in DBP formation potential. Specifically, the post-rainfall decline in tyrosine-like proteins—key precursors of HANs—was associated with reduced HAN formation. Conversely, the increase in fulvic and humic acids, strongly promoted HAL and HAA formation. Multiple linear regression identified water temperature, dissolved organic carbon, dissolved organic nitrogen, the biological index, and the humification index as key predictors of major DBP formation. These findings underscore the urgent need for targeted management of key water-quality parameters to mitigate DBP precursor levels in eutrophic lakes, particularly following rainfall events.
在亚热带季风区,富营养化湖泊在雨季经常同时经历强降雨和藻华。然而,这些事件对水源水质的综合影响仍然知之甚少。本研究调查了降雨对巢湖水华期间消毒副产物(DBP)形成电位的影响,并阐明了溶解有机物(DOM)介导的DBP变化机制。巢湖是一个为大约900万人服务的重要水源。降雨后,氯化湖水中总有机卤素浓度从537.6±107.1 μg/L上升到716.5±187.7 μg/L (Cl), DBP相关的细胞毒性上升1.5 ~ 3.3倍,DBP组成发生显著变化。降雨后卤化乙醛(hal)和卤化乙酸(HAAs)浓度显著升高,而卤化乙腈(HANs)浓度下降。这种模式与DOM成分的转变相一致——从降雨前主要的藻类成分到降雨后主要的陆地成分,这解释了DBP形成潜力的变化。具体来说,降雨后酪氨酸样蛋白(HAN的关键前体)的下降与HAN形成减少有关。相反,黄腐酸和腐殖酸的增加,强烈促进了HAL和HAA的形成。多元线性回归发现水温、溶解有机碳、溶解有机氮、生物指数和腐殖化指数是主要DBP形成的关键预测因子。这些发现强调了迫切需要对关键水质参数进行有针对性的管理,以降低富营养化湖泊中DBP前体水平,特别是在降雨事件之后。
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引用次数: 0
Temporal fusion transformer-based forecasting of COVID-19 infection trends using environmental indicators 基于时间融合变压器的环境指标COVID-19感染趋势预测
IF 13.6 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-04 DOI: 10.1016/j.jhazmat.2026.141381
Hannah Mae Portus, Min Jeong Ban, Keugtae Kim, Kyung Hwa Cho, Sungpyo Kim, Jin Hwi Kim, Joo-Hyon Kang
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引用次数: 0
Biodegradation of Three Xanthates with Different Carbon Chains in Flotation Wastewater 3种不同碳链黄原药在浮选废水中的生物降解研究
IF 13.6 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-04 DOI: 10.1016/j.jhazmat.2026.141392
Yuhang Cai, Jing-Yuan Zhai, Zhang Guo-Hui, Mei-Qi Lin, Yi-Hao Luo
Xanthates are widely used collectors in sulfide ore flotation, but pose ecological risks due to their toxicity and the releasing of carbon disulfide (CS2). This study systematically investigated the biodegradation of three representative xanthates—potassium amyl xanthate (PAX), potassium butyl xanthate (PBX), and potassium isopropyl xanthate (PIX)—in an oxygen-based membrane biofilm reactor (O2-MBfR). The O2-MBfR achieved over 98% removal of all xanthates across surface loadings up to 6000 mg-COD/m2·d, with corresponding COD removals of 62-90%. While PIX exhibited slightly lower COD removal due to the slower oxidation of its branched isopropyl group, functional gene analyses revealed the co-enrichment of alcohol and sulfur oxidation genes (adh, ALDH, soxABC/XYZ, fccAB) and C–S bond cleavage genes (cynT, ssuD). Metagenomic and metatranscriptomic results showed that Pseudomonas and Rhodanobacter predominated in PIX degradation, whereas Thiobacillus, Zoogloea, and Ottowia were mainly involved in PAX and PBX oxidation. Monod kinetics indicated that PIX had the highest maximum specific degradation rate (33.85 mg/gVSS/h) and lowest sCOD decay rate constant (0.29 h-1), reflecting strong microbial affinity but limited mineralization. Continuous-flow treatment of real flotation wastewater achieved >98% xanthate and ~85% COD removal, confirming system robustness. These findings provide mechanistic insight into the structure-dependent biodegradability of xanthates and demonstrate the feasibility of O2-MBfR technology for sustainable treatment of flotation wastewater.
黄药是硫化矿浮选中广泛应用的捕收剂,但黄药具有一定的毒性和释放二硫化碳(CS2)的特性,存在一定的生态风险。本研究在氧基膜生物膜反应器(O2-MBfR)中系统地研究了三种代表性黄药——戊基黄药钾(PAX)、丁基黄药钾(PBX)和异丙基黄药钾(PIX)的生物降解。在高达6000 mg-COD/m2·d的表面负荷下,O2-MBfR对黄原酸盐的去除率达到98%以上,相应的COD去除率为62-90%。由于PIX的支链异丙基氧化较慢,其COD去除率略低,但功能基因分析显示,PIX的醇和硫氧化基因(adh、ALDH、soxABC/XYZ、fccAB)和C-S键切割基因(cynT、ssuD)共富集。宏基因组和亚转录组学结果显示,假单胞菌和罗丹诺杆菌主要参与PIX的降解,而硫杆菌、Zoogloea和Ottowia主要参与PAX和PBX的氧化。Monod动力学结果表明,PIX具有最高的比降解速率(33.85 mg/gVSS/h)和最低的sCOD衰减速率常数(0.29 h-1),反映出较强的微生物亲和性,但矿化程度有限。对实际浮选废水进行连续流处理,黄原药去除率达98%,COD去除率达85%,系统稳健性较好。这些发现为黄原酸盐的结构依赖性生物降解性提供了机理见解,并证明了O2-MBfR技术可持续处理浮选废水的可行性。
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引用次数: 0
Unraveling the spatiotemporal heterogeneity of odorous compounds and their associated parameters in drinking water reservoirs: A systematic review 揭示饮用水水库中恶臭化合物及其相关参数的时空异质性:系统综述
IF 13.6 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-04 DOI: 10.1016/j.jhazmat.2026.141383
Yufei Lv, Cheng Cen, Zejian Li, Kejia Zhang, Xinyan Zhou
Aesthetic parameters have become integral to drinking water reservoir management, yet the pronounced spatiotemporal heterogeneity of odorants challenges effective control. Current knowledge gaps include comprehensive characterization of seasonal/spatial odorant patterns and their associated factors, hindering evidence-based mitigation strategies. To address these gaps, we systematically analyzed 1005 observations from 22 reservoirs worldwide, quantifying spatiotemporal dynamics of four typical odorants—2-methylisoborneol (2-MIB), geosmin (GSM), β-ionone and β-cyclocitral—alongside key environmental parameters, while elucidating critical factor interactions. Results showed odorant concentrations peaked in spring and autumn, followed by summer and winter. 2-MIB and GSM maximized in transition zones whereas β-ionone and β-cyclocitral peaked in lacustrine zones; all odorants minimized near dams. Mixed-effects modeling identified chlorophyll-a (Chla), temperature, disolved oxygen, pH, total nitrogen, total phosphorus as critical predictors with odorant-specific effect magnitudes. Linear regressions revealed consistent spring-autumn patterns but divergent summer-winter trends, with significant factor-odorant relationships increasing progressively from riverine (n = 4) to lacustrine zones (n = 7). Structural equation modeling demonstrated interconnected temperature-Chla-nutrient networks exerting compound-specific effects on odorant formation. Based on these insights, we propose an integrated “Monitor-Predict-Control” framework, which translates the identified seasonal and spatial patterns into concrete, actionable strategies for proactive reservoir odorant management.
审美参数已成为饮用水水库管理不可或缺的一部分,但气味的明显时空异质性挑战有效控制。目前的知识差距包括季节性/空间气味模式及其相关因素的全面表征,阻碍了基于证据的缓解战略。为了解决这些空白,我们系统地分析了来自全球22个水库的1005个观测数据,量化了四种典型气味剂——2-甲基异龙脑(2-MIB)、地臭素(GSM)、β-离子酮和β-环香醇——以及关键环境参数的时空动态,同时阐明了关键因素的相互作用。结果表明,气味浓度在春季和秋季达到峰值,其次是夏季和冬季。2-MIB和GSM在过渡带达到最大值,而β-ionone和β-环中心醛在湖泊带达到最大值;水坝附近的所有气味都最小化。混合效应模型确定了叶绿素-a (Chla)、温度、溶解氧、pH、总氮、总磷是具有气味特异性效应大小的关键预测因子。线性回归结果显示,春季-秋季趋势一致,但夏冬季趋势不同,显著因子-气味关系从河流带(n = 4)到湖泊带(n = 7)逐渐增加。结构方程模型证明了相互连接的温度-氯-营养网络对气味形成产生化合物特异性影响。基于这些见解,我们提出了一个综合的“监测-预测-控制”框架,该框架将已确定的季节和空间模式转化为具体的、可操作的主动水库气味管理策略。
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引用次数: 0
期刊
Journal of Hazardous Materials
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