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A systematic review of the associations between biodiversity and children's mental health and wellbeing. 生物多样性与儿童心理健康和幸福之间关系的系统综述。
IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-02-01 Epub Date: 2024-12-07 DOI: 10.1016/j.envres.2024.120551
Zoe Davis, Ingrid Jarvis, Rose Macaulay, Katherine Johnson, Nicholas Williams, Junxiang Li, Amy Hahs

There is a growing interest in how exposure to biodiversity influences mental health and wellbeing; however, few studies have focused on children. The aim of this review was to identify studies that used components of biodiversity and children's health outcomes to assess if there were any themes that could be used to inform urban design and understand the mechanisms behind associations. We used a PROSPERO registered protocol to identify eligible studies following pre-defined inclusion criteria. After searching five databases, 25 studies were included in the review. From these articles we extracted data on the biodiversity exposure and mental health and wellbeing outcomes. Five categories of biodiversity exposure were identified, including species diversity (n = 1; 4%), functional diversity (n = 6; 26%), ecological community (n = 9; 36%), green space metrics (n = 4; 16%), and high-level classifications (n = 6; 24%). Children's health and wellbeing were tabulated into seven categories: play (n = 10; 40%), wellbeing (n = 6; 24%), mental health and cognitive functioning (n = 5; 20%), attention deficit hyperactivity disorder (ADHD)-related behaviours (n = 4; 16%), preferences for nature (n = 3; 12%), academic achievement (n = 2; 8%), and restoration (n = 2; 8%). The high heterogeneity of biodiversity and health measures reduced our ability to identify relationships across studies and formally test for an exposure-dose response. Future research that uses standardised and transferable biodiversity measurements at multiple scales, has stronger reporting rigour, greater consideration of potential modifiers, and increased representation of studies from the Majority World are essential for building a stronger evidence base to deliver child-centred biodiverse landscapes.

人们对接触生物多样性如何影响心理健康和福祉越来越感兴趣;然而,很少有研究关注儿童。本综述的目的是确定使用生物多样性组成部分和儿童健康结果的研究,以评估是否有任何主题可用于为城市设计提供信息,并了解关联背后的机制。我们使用普洛斯彼罗注册方案,根据预先定义的纳入标准确定符合条件的研究。在检索了5个数据库后,纳入了25项研究。从这些文章中,我们提取了有关生物多样性暴露和心理健康和福祉结果的数据。生物多样性暴露分为5类,包括物种多样性(n = 1);4%),功能多样性(n = 6;26%),生态群落(n = 9;36%),绿色空间指标(n = 4;16%)和高级分类(n = 6;24%)。儿童的健康和幸福分为七个类别:游戏(n = 10;40%),幸福感(n = 6;24%)、心理健康和认知功能(n = 5;20%),注意缺陷多动障碍(ADHD)相关行为(n = 4;16%),对自然的偏好(n = 3;12%)、学业成绩(n = 2;8%),恢复(n = 2;8%)。生物多样性和健康措施的高度异质性降低了我们确定研究之间关系和正式测试暴露-剂量反应的能力。未来的研究在多个尺度上使用标准化和可转移的生物多样性测量,具有更强的报告严谨性,更多地考虑潜在的修改因素,以及增加来自多数世界的研究的代表性,这对于建立一个更强大的证据基础来提供以儿童为中心的生物多样性景观至关重要。
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引用次数: 0
Neighborhood socioeconomic disparities in cancer incidence following a hypothetical intervention to increase residential greenspace cover in the UK Biobank cohort. 在英国生物库队列中采取增加住宅绿地覆盖率的假定干预措施后,癌症发病率的邻里社会经济差异。
IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-02-01 Epub Date: 2024-11-19 DOI: 10.1016/j.envres.2024.120387
Kuangyu Liu, Hari S Iyer, Yujia Lu, Francine Laden, Mingyang Song, Charlotte Roscoe

Background: Higher greenspace exposure has been associated with lower risk of certain cancers. However, few studies have evaluated potential benefits of increasing population-level exposure to greenspace on cancer disparities. We estimated the impact of a hypothetical intervention to increase residential greenspace cover on neighborhood socioeconomic disparities in total, breast, colorectal, lung, and prostate cancer incidence.

Methods: Our study included 411,787 cancer-free UK Biobank participants. Percentage of greenspace around baseline residential addresses (300m, 1000m distance buffers) was derived by combining domestic gardens and greenspace cover from the Generalized Land Use Database. We categorized neighborhood socioeconomic deprivation using the Index of Multiple Deprivation (2010). We estimated hazard ratios (HR) and 95% confidence intervals (CI) of each cancer associated with greenspace, adjusting for sociodemographic and lifestyle factors. We additionally adjusted for air pollution in supplementary analyses as we a-priori hypothesized that it was on the causal pathway between greenspace and cancer. Further, we used parametric g-computation to calculate the standardized 10-year risk of each cancer, comparing the least to most socioeconomically disadvantaged participants, both without any hypothetical greenspace intervention and under a hypothetical intervention to increase residential greenspace cover to a favorable threshold (75th percentile amongst the least socioeconomically deprived participants).

Results: We documented 40,519 incident cases of cancer over 4,210,008 person-years follow-up. An interquartile range increase in greenspace cover within 300m was associated with lower incidence of total (HR 0.98; 95% CI 0.97, 1.00) and lung (HR 0.96; 95% CI 0.92, 0.99) cancer, and was suggestively associated with lower prostate and breast cancer incidence, but not colorectal cancer. Additional adjustment for fine particulate matter air pollution (PM2.5) weakened lung cancer associations but strengthened breast and prostate cancer associations (e.g., greenspace 1000m breast cancer HR 0.94; 95% CI 0.89 0.99; 1000m prostate cancer HR 0.91; 95% CI 0.86, 0.95). The hypothetical intervention to increase greenspace (300m) resulted in 1.3 fewer total cancer cases per 1000 (95% CI 1.0, 1.6) in the most compared to least deprived group, a 23% reduction in the socioeconomic disparity gap.

Discussion: Higher residential greenspace cover was associated with lower total and lung cancer incidence, and suggestively associated with lower breast and prostate cancer incidence. Policies to increase residential greenspace cover may reduce the risk of certain cancers, particularly among socioeconomically disadvantaged groups.

背景:较高的绿地暴露与较低的某些癌症风险有关。然而,很少有研究评估了增加人群绿地暴露对癌症差异的潜在益处。我们估算了增加居住区绿地覆盖率的假设干预措施对邻里社会经济差异在总癌症、乳腺癌、结直肠癌、肺癌和前列腺癌发病率方面的影响:我们的研究包括 411,787 名未患癌症的英国生物库参与者。基线住宅地址(300 米、1000 米距离缓冲区)周围的绿地百分比是通过将通用土地利用数据库(Generalised Land Use Database)中的家庭花园和绿地覆盖率结合起来得出的。我们使用 2010 年多重贫困指数对社区社会经济贫困程度进行了分类。我们估算了与绿地相关的每种癌症的危险比 (HR) 和 95% 置信区间 (CI),并对社会人口和生活方式因素进行了调整。在补充分析中,我们还对空气污染进行了调整,因为我们事先假设空气污染是绿地与癌症之间的因果关系。此外,我们还使用参数 g 计算法计算了每种癌症的标准化 10 年风险,并将社会经济条件最差的参与者与社会经济条件最差的参与者进行了比较,其中既包括未采取任何假定的绿地干预措施的参与者,也包括采取假定的干预措施将住宅绿地覆盖率提高到有利阈值(社会经济条件最差的参与者中的第 75 百分位数)的参与者:在 4,210,008 人年的跟踪调查中,我们记录了 40,519 例癌症病例。300米范围内绿地覆盖率的四分位数增加与总癌症(HR 0.98;95% CI 0.97-1.00)和肺癌(HR 0.96;95% CI 0.92-0.99)发病率的降低有关,与前列腺癌和乳腺癌发病率的降低也有提示关系,但与结直肠癌无关。对细颗粒物空气污染(PM2.5)的额外调整削弱了肺癌的相关性,但加强了乳腺癌和前列腺癌的相关性(例如,300 米前列腺癌 HR 0.93;95% CI 0.89,0.97)。增加绿地(300 米)的假定干预措施使最贫困群体与最不贫困群体相比,每千人癌症病例总数减少了 1.3 例(95% CI 1.0,1.6),社会经济差距缩小了 23%:讨论:较高的住宅绿地覆盖率与较低的癌症总发病率、乳腺癌发病率、肺癌发病率和前列腺癌发病率有关。增加居住区绿地覆盖率的政策可能会降低某些癌症的发病风险,尤其是在社会经济条件较差的群体中。
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引用次数: 0
Ecological distribution of ammonia oxidizers in Yellow River sediments and their influencing factors. 黄河沉积物中氨氧化剂的生态分布及其影响因素
IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-02-01 Epub Date: 2024-12-09 DOI: 10.1016/j.envres.2024.120597
Xue Lou, Mengxin Xu, Mingyang Wang, Yining Jiang, Minggang Zheng, Hongyu Mu, Shuai Liu, Shaoping Kuang, Hui Chen, Zhiyao Wang

Ammonia oxidation, the first and rate-limiting step of nitrification, is a crucial step in nitrogen cycling. The distribution patterns of key ammonia oxidizers, including ammonia-oxidizing archaea (AOA) and bacteria (AOB), and comammox (complete ammonia oxidation) Nitrospira, provide vital insights for nitrogen cycling in natural ecosystems. Currently, the distribution and contribution of AOA, AOB and comammox Nitrospira in freshwater ecosystems remain largely underexplored. This study explored the abundances, diversity, phylogenetic characteristics, and community structures of AOA, AOB and comammox Nitrospira in the Yellow River sediments using high-throughput sequencing and qPCR. Comammox Nitrospira displayed the highest amoA gene abundance in sediments from all sampling sites compared to that of AOA and AOB. The diversity of AOA shown no significant correlations with physicochemical properties, while the diversity of AOB negatively correlated with pH (p < 0.05), and the diversity of comammox Nitrospira positively correlated with NH4+ content and TC content (p < 0.05), respectively. Phylogenetic analysis identified Nitrososphaera, Nitrosospira, and cladeA1 as the most dominant clusters of AOA, AOB and comammox Nitrospira, respectively. The community composition of AOA, AOB, and comammox Nitrospira exhibited distinct spatial patterns, varying across the upper, middle and lower reaches. pH was the key factor shaping the community structure of AOB and comammox Nitrospira (p < 0.05), while organic carbon was the key determinant of the AOA community structure (p < 0.05). The results of this study advance our understanding of N cycling in freshwater ecosystems.

氨氧化是硝化反应的第一步和限速步骤,是氮循环的关键步骤。氨氧化古菌(AOA)和细菌(AOB)以及完全氨氧化硝化螺旋菌(comammox)等关键氨氧化菌的分布格局为研究自然生态系统的氮循环提供了重要依据。目前,淡水生态系统中AOA、AOB和comammox Nitrospira的分布和贡献还未得到充分的研究。本研究利用高通量测序和qPCR技术对黄河沉积物中AOA、AOB和comammox Nitrospira的丰度、多样性、系统发育特征及群落结构进行了研究。与AOA和AOB相比,Comammox Nitrospira在所有采样点的沉积物中表现出最高的amoA基因丰度。AOA多样性与理化性质无显著相关,AOB多样性与pH呈负相关(p < 0.05), comammox Nitrospira多样性与NH4+含量、TC含量呈正相关(p < 0.05)。系统发育分析确定Nitrososphaera Nitrosospira, cladeA1 AOA的最具优势的集群,AOB和comammox硝化螺菌属,分别。AOA、AOB和comammox Nitrospira群落组成在上、中、下游呈现明显的空间格局。pH是影响AOA群落结构的关键因子(p < 0.05),有机碳是AOA群落结构的关键决定因素(p < 0.05)。本研究结果促进了我们对淡水生态系统氮循环的认识。
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引用次数: 0
A hybrid deep learning model based on signal decomposition and dynamic feature selection for forecasting the influent parameters of wastewater treatment plants. 基于信号分解和动态特征选择的混合深度学习模型用于污水处理厂进水参数预测。
IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-02-01 Epub Date: 2024-12-12 DOI: 10.1016/j.envres.2024.120615
Yinglong Chen, Hongling Zhang, Yang You, Jing Zhang, Lian Tang

Accurate prediction of influent parameters such as chemical oxygen demand (COD) and biochemical oxygen demand over five days (BOD5) is crucial for optimizing wastewater treatment processes, enhancing efficiency, and reducing costs. Traditional prediction methods struggle to capture the dynamic variations of influent parameters. Mechanistic biochemical models are unable to predict these parameters, and conventional machine learning methods show limited accuracy in forecasting key water quality indicators such as COD and BOD5. This study proposes a hybrid model that combines signal decomposition and deep learning to improve the accuracy of COD and BOD5 predictions. Additionally, a new dynamic feature selection (DFS) mechanism is introduced to optimize feature selection in real-time, reducing model redundancy and enhancing prediction stability. The model achieved R2 values of 0.88 and 0.96 for COD, and 0.75 and 0.93 for BOD5 across two wastewater treatment plants. RMSE and MAE values were significantly reduced, with decreases of 14.93% and 12.55% for COD at WWTP No. 5, and 20.89% and 20.40% for COD at WWTP No. 7. For BOD5, RMSE and MAE decreased by 3.56% and 5.28% at WWTP No. 5, and by 10.06% and 10.20% at WWTP No. 7. These results highlight the effectiveness of the proposed model and DFS mechanism in improving prediction accuracy and model performance. This approach provides valuable insights for wastewater treatment optimization and broader time series forecasting applications.

准确预测5天内的化学需氧量(COD)和生化需氧量(BOD5)等进水参数对于优化废水处理工艺、提高效率和降低成本至关重要。传统的预测方法难以捕捉进水参数的动态变化。机械生化模型无法预测这些参数,而传统的机器学习方法在预测关键水质指标(如COD和BOD5)方面的准确性有限。本研究提出了一种结合信号分解和深度学习的混合模型,以提高COD和BOD5预测的准确性。此外,引入了一种新的动态特征选择(DFS)机制,实时优化特征选择,减少模型冗余,提高预测稳定性。该模型在两个污水处理厂的COD和BOD5的R2分别为0.88和0.96,0.75和0.93。RMSE和MAE值显著降低,其中5号污水处理厂COD分别降低14.93%和12.55%,7号污水处理厂COD分别降低20.89%和20.40%。BOD5的RMSE和MAE在5号处理场分别下降了3.56%和5.28%,在7号处理场分别下降了10.06%和10.20%。这些结果表明了该模型和DFS机制在提高预测精度和模型性能方面的有效性。这种方法为废水处理优化和更广泛的时间序列预测应用提供了有价值的见解。
{"title":"A hybrid deep learning model based on signal decomposition and dynamic feature selection for forecasting the influent parameters of wastewater treatment plants.","authors":"Yinglong Chen, Hongling Zhang, Yang You, Jing Zhang, Lian Tang","doi":"10.1016/j.envres.2024.120615","DOIUrl":"10.1016/j.envres.2024.120615","url":null,"abstract":"<p><p>Accurate prediction of influent parameters such as chemical oxygen demand (COD) and biochemical oxygen demand over five days (BOD<sub>5</sub>) is crucial for optimizing wastewater treatment processes, enhancing efficiency, and reducing costs. Traditional prediction methods struggle to capture the dynamic variations of influent parameters. Mechanistic biochemical models are unable to predict these parameters, and conventional machine learning methods show limited accuracy in forecasting key water quality indicators such as COD and BOD<sub>5</sub>. This study proposes a hybrid model that combines signal decomposition and deep learning to improve the accuracy of COD and BOD<sub>5</sub> predictions. Additionally, a new dynamic feature selection (DFS) mechanism is introduced to optimize feature selection in real-time, reducing model redundancy and enhancing prediction stability. The model achieved R<sup>2</sup> values of 0.88 and 0.96 for COD, and 0.75 and 0.93 for BOD<sub>5</sub> across two wastewater treatment plants. RMSE and MAE values were significantly reduced, with decreases of 14.93% and 12.55% for COD at WWTP No. 5, and 20.89% and 20.40% for COD at WWTP No. 7. For BOD<sub>5</sub>, RMSE and MAE decreased by 3.56% and 5.28% at WWTP No. 5, and by 10.06% and 10.20% at WWTP No. 7. These results highlight the effectiveness of the proposed model and DFS mechanism in improving prediction accuracy and model performance. This approach provides valuable insights for wastewater treatment optimization and broader time series forecasting applications.</p>","PeriodicalId":312,"journal":{"name":"Environmental Research","volume":" ","pages":"120615"},"PeriodicalIF":7.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142823723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Construction of Fe and g-C3N4 codoped magnetic bamboo charcoal for enhanced catalytic degradation of tetracycline: Mechanism, degradation pathway, and ecological toxicity. 铁与g-C3N4共掺杂磁性竹炭增强四环素催化降解的构建:机理、降解途径及生态毒性
IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-02-01 Epub Date: 2024-12-07 DOI: 10.1016/j.envres.2024.120576
Xuebing Ji, Ziguang Tan, Huan Wang, Silin Yang, Zhengjun Shi, Dawei Wang

The well-designed bamboo charcoal (BC) composite Fe-g-C3N4/BC with multi-active sites of FeOx, FeNx, and g-C3N4, was fabricated in-situ by calcining Fe-melamine loaded bamboo charcoal (Fe-Me-BC) under nitrogen atmosphere. The as-synthesized Fe-g-C3N4/BC(550) exhibited a mesoporous structure with a large specific surface area of 108.23 m2/g. The adsorption of tetracycline (TCL) on Fe-g-C3N4/BC(550) was calculated following the Langmuir isotherm model, and showed a maximum adsorption capacity of 19.92 mg/g. Furthermore, the pseudo-second-order kinetic model showed a good fit for the TCL adsorption process on Fe-g-C3N4/BC(550). The Fe-g-C3N4/BC(550)/H2O2 system exhibited excellent photo-Fenton catalytic performance in degrading TCL with a degradation efficiency reaching up to 98.9% within 5 min under visible-light. The effects of initial pH value and coexisting anions on TCL degradation were determined. As narrow band gap semiconductors, g-C3N4, Fe3O4, and Fe2O3 in the Fe-g-C3N4/BC exhibited good visible-light-driven photocatalytic activity. Moreover, photogenerated electrons could further activate H2O2 to produce high concentrations of ∙OH radicals. This outstanding photo-Fenton catalytic performance can be ascribed to the synergistic effect of g-C3N4/Fe3O4-Fe2O3/FexN multi-active sites as well as the excellent adsorption ability and conductivity provided by bamboo charcoal. This work presents a convenient approach for constructing economical catalysts for environmental remediation through g-C3N4 and Fe-N codoped BC.

在氮气气氛下原位煅烧负载三聚氰胺铁的竹炭(Fe-Me-BC),制备了具有FeOx、FeNx和g-C3N4多活性位点的Fe-g-C3N4/BC复合材料。合成的Fe-g-C3N4/BC(550)具有较大的比表面积108.23 m2/g的介孔结构。根据Langmuir等温线模型计算Fe-g-C3N4/BC(550)对四环素(TCL)的最大吸附量为19.92 mg/g。拟二级动力学模型与Fe-g-C3N4/BC(550)的TCL吸附过程吻合较好。Fe-g-C3N4/BC(550)/H2O2体系在可见光下具有良好的光- fenton催化降解TCL的性能,在5 min内降解效率可达98.9%。考察了初始pH值和共存阴离子对TCL降解的影响。作为窄带隙半导体,Fe-g-C3N4、Fe3O4和Fe2O3在Fe-g-C3N4/BC中表现出良好的可见光驱动光催化活性。此外,光电子可以进一步激活H2O2,产生高浓度的∙OH自由基。这种优异的光- fenton催化性能可归因于g-C3N4/Fe3O4-Fe2O3/FexN多活性位点的协同作用以及竹炭提供的优异吸附能力和导电性。本文提出了一种通过g-C3N4和Fe-N共掺杂BC构建经济的环境修复催化剂的简便方法。
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引用次数: 0
Integrating adsorption and in-situ catalytic regeneration on N doped carbon aerogel for sustainable continuous-flow water treatment. N掺杂碳气凝胶吸附与原位催化再生相结合的可持续连续流水处理技术。
IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-02-01 Epub Date: 2024-12-04 DOI: 10.1016/j.envres.2024.120549
Chengbin Sun, Lingjie Song, Xiaoli Dong, Xiufang Zhang, Guanlong Wang

Peroxymonosulfate (PMS) activation renders a promising way for in-situ regeneration of carbon-based adsorbents towards sustainable water decontamination, but the effects of structure and composition of carbon adsorbent on its adsorption and catalytic regeneration performances remains unclear. Herein, the nitrogen-doped carbon aerogels (NCAs) were prepared to couple adsorption and PMS activation in a continuous fixed-bed reactor for effective bisphenol A (BPA) removal. The nitrogen species and carbon structure of NCAs were varied by changing carbonization temperature (700 °C, 800 °C, 900 °C and 1000 °C) to investigate their correlation with the adsorption and catalytic regeneration abilities of NCAs. Results showed the PMS activation significantly boosted the adsorption capacity of NCAs and extended the breakthrough time of BPA. The optimal NCA-800/PMS system showed 1.8 times higher adsorption capacity and 37.5 times longer breakthrough time that those of NCA-800 alone. Moreover, the NCA-800/PMS system also demonstrated good adaptability across a broad pH range (3.0-12.0) and maintained high performance in real surface water matrices. Experimental and characteristic results collectively confirmed the critical roles of carbon structure and N species of NCA in adsorption and catalytic regeneration: On one hand, the intrinsic carbon defects served as the main adsorption site for BPA; on the other hand, the pyrrolic N and graphitic N promoted PMS adsorption and surface-mediated electron transfer process, while the electron-deficient C atoms adjacent to N species induced PMS oxidation into 1O2, which jointly contributed to efficient BPA degradation for in-situ regeneration of NCA.

过氧单硫酸盐(PMS)活化为碳基吸附剂的原位再生提供了一种很有前景的方法,但碳吸附剂的结构和组成对其吸附和催化再生性能的影响尚不清楚。在连续固定床反应器中制备了氮掺杂碳气凝胶(NCAs),将其吸附和PMS活化结合起来,有效去除双酚a (BPA)。研究了不同炭化温度(700℃、800℃、900℃和1000℃)下NCAs的氮种类和碳结构与NCAs吸附和催化再生能力的关系。结果表明,PMS活化显著提高了NCAs的吸附能力,延长了BPA的突破时间。优化后的NCA-800/PMS体系的吸附量比单独使用NCA-800时提高了1.8倍,突破时间延长了37.5倍。此外,NCA-800/PMS系统在较宽的pH范围内(3.0-12.0)也表现出良好的适应性,并在实际地表水基质中保持高性能。实验结果和表征结果共同证实了NCA的碳结构和N种在吸附和催化再生中的关键作用:一方面,其固有碳缺陷是BPA的主要吸附位点;另一方面,吡咯N和石墨N促进了PMS的吸附和表面介导的电子转移过程,而邻近N种的缺电子C原子诱导PMS氧化成1O2,共同促进了BPA的高效降解,实现了NCA的原位再生。
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引用次数: 0
Algal classification and Chlorophyll-a concentration determination using convolutional neural networks and three-dimensional fluorescence data matrices. 基于卷积神经网络和三维荧光数据矩阵的藻类分类和叶绿素a浓度测定。
IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-02-01 Epub Date: 2024-12-02 DOI: 10.1016/j.envres.2024.120500
Xujie Shi, Denghui Wang, Lei Li, Yang Wang, Rongsheng Ning, Shuili Yu, Naiyun Gao

In recent years, the frequency of harmful algal blooms has increased, leading to the release of large quantities of toxins and compounds that cause unpleasant odors and tastes, significantly compromising drinking water quality. Chlorophyll-a (Chl-a) is commonly used as a proxy for algal biomass. However, current methods for measuring Chl-a concentration face challenges in accurately quantifying algae by categories and effectively adapting to natural aquatic environments. This study combined convolutional neural networks (CNNs) and three-dimensional fluorescence data matrices to address these challenges. The algal classification model achieved over 99.5% accuracy in identifying thirteen types of algal samples, with class activation maps showing that the model primarily focused on algal pigment regions. In determining Chl-a concentrations of each algal species in mixed algae solutions (Microcystis aeruginosa, Cyclotella, and Chlorella), the Chl-a models demonstrated Mean Absolute Percentage Errors (MAPEs) ranging from 6.55% to 10.56% in the ultrapure water background, 11.57%-14.12% in the Qingcaosha Reservoir raw water background, and 21.46%-123.37% in the Lake Taihu raw water background. After calibration, the models were significantly improved, achieving MAPEs ranging from 11.86% to 14.18% in the Lake Taihu raw water background. Discrepancies in determination performance indicated that the intensity and locations of characteristic algal pigment fluorescence peaks greatly influenced the Chl-a models' accuracy. This research introduces a novel approach for algal classification and Chl-a concentration determination in water bodies, with significant potential for practical applications.

近年来,有害藻华的频率有所增加,导致大量毒素和化合物的释放,造成令人不快的气味和味道,严重影响饮用水质量。叶绿素-a (Chl-a)通常被用作藻类生物量的代表。然而,目前的测定Chl-a浓度的方法在准确地对藻类进行分类量化和有效地适应自然水生环境方面面临挑战。本研究结合卷积神经网络(cnn)和三维荧光数据矩阵来解决这些挑战。藻类分类模型对13种藻类样本的识别准确率超过99.5%,分类激活图显示该模型主要集中在藻类色素区域。在测定铜绿微囊藻、环孢藻和小球藻混合藻类溶液中各藻类的Chl-a浓度时,模型的平均绝对百分比误差(mape)在超纯水背景下为6.55% ~ 10.56%,在青草沙水库原水背景下为11.57% ~ 14.12%,在太湖原水背景下为21.46% ~ 123.37%。校正后,模型得到了显著改善,在太湖原水背景下,mape在11.86% ~ 14.18%之间。测定性能的差异表明,特征藻色素荧光峰的强度和位置极大地影响了模型的准确性。本研究为水体中藻类的分类和Chl-a浓度的测定提供了一种新的方法,具有重要的实际应用潜力。
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引用次数: 0
Corrigendum to 'Challenges and opportunities in commercializing whole-cell bioreporters in environmental application' [Environ. Res. 262 (2024) 119801]. “环境应用中全细胞生物报告商业化的挑战和机遇”的更正[Environ]。Res. 262(2024) 119801]。
IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-02-01 Epub Date: 2024-12-05 DOI: 10.1016/j.envres.2024.120491
Zefeng Huang, Williamson Gustave, Shanshan Bai, Yongshuo Li, Boling Li, Evrim Elçin, Bo Jiang, Zhemin Jia, Xiaokai Zhang, Sabry M Shaheen, Feng He
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引用次数: 0
Synergistic effects of ocean acidification and sulfamethoxazole on immune function, energy allocation, and oxidative stress in Trochus niloticus. 海洋酸化和磺胺甲恶唑对尼罗槽鱼免疫功能、能量分配和氧化应激的协同作用
IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-02-01 Epub Date: 2024-12-03 DOI: 10.1016/j.envres.2024.120533
Yi Qu, Tianyu Zhang, Xin Wang, Yongliang Liu, Jianmin Zhao

Ocean acidification, a major consequence of climate change, poses significant threats to marine organisms, particularly when combined with other environmental stressors such as chemical pollution. This study investigated the physiological responses of Trochus niloticus to a 28-day exposure of ocean acidification and/or sulfamethoxazole, a commonly detected antibiotic in the South China Sea. Exposure to either acidification or sulfamethoxazole individually triggered adaptive responses through immune activation, antioxidant reactions, and metabolic adjustments. However, concurrent exposure resulted in significant adverse effects, including compromised immunity, oxidative damage, and disrupted energy budget. These findings provide new insights into how ocean acidification interacts with antibiotic pollution to synergistically impact marine gastropods, suggesting that multiple stressors may pose greater threats to T. niloticus populations than single stressors alone.

海洋酸化是气候变化的一个主要后果,对海洋生物构成重大威胁,特别是在与化学污染等其他环境压力因素结合时。本研究调查了尼罗河曲蚊(Trochus niloticus)对28天海洋酸化和/或磺胺甲恶唑(一种南海常见的抗生素)暴露的生理反应。暴露于酸化或磺胺甲恶唑分别通过免疫激活、抗氧化反应和代谢调节触发适应性反应。然而,同时暴露会导致显著的不良影响,包括免疫力低下、氧化损伤和能量收支中断。这些发现为海洋酸化如何与抗生素污染相互作用以协同影响海洋腹足类动物提供了新的见解,表明多种压力源可能比单一压力源对niloticus种群构成更大的威胁。
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引用次数: 0
Environmental and dietary factors associated with urinary OH-PAHs in mid-pregnancy in a large multi-site study. 在一项大型多地点研究中,环境和饮食因素与妊娠中期尿中OH-PAHs相关。
IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-02-01 Epub Date: 2024-12-02 DOI: 10.1016/j.envres.2024.120516
Anne M Riederer, Allison R Sherris, Adam A Szpiro, Melissa M Melough, Christopher D Simpson, Christine T Loftus, Drew B Day, Erin R Wallace, Leonardo Trasande, Emily S Barrett, Ruby Hn Nguyen, Kurunthachalam Kannan, Morgan Robinson, Shanna H Swan, W Alex Mason, Nicole R Bush, Sheela Sathyanarayana, Kaja Z LeWinn, Catherine J Karr

Background: PAH exposure is associated with adverse health outcomes, but exposure sources in pregnancy are not well-understood.

Objectives: We examined associations between urinary OH-PAHs during pregnancy and environmental tobacco smoke (ETS) and short-term ambient air pollution exposure. Participants included 1603 pregnant non-smokers in three cohorts from 7 sites across the USA. We also examined associations with intake of foods typically high in PAHs in one cohort with dietary assessment data (n = 801).

Methods: Urinary OH-PAHs were measured using LC-MS/MS; urinary cotinine was measured using SPE/UPLC-MS/MS. To accommodate different detection limits by cohort, ETS exposure was represented by modified cotinine quartiles; these combined concentrations below the highest detection limit in the first category (0-0.017 ng/mL), with the rest divided evenly into three categories (0.0171-0.2 ng/mL, 0.21-1.191 ng/mL, 1.192-1465 ng/mL). Air pollution exposure was represented by quartiles of same-day ambient PM2.5 in residential census tracts estimated from EPA's Downscaler Model. We fitted separate Tobit regression models for log-OH-PAH concentrations in association with cotinine or ambient PM2.5 quartile adjusted for specific gravity, site, batch, household income, education, employment status, neighborhood deprivation index, season, and year. For the food model, PAH dietary intakes were estimated using food frequency questionnaire data and standard portion weights from a national database.

Results: In adjusted models, the highest modified cotinine quartile vs. the lowest was associated with 48% (95% CI: 13%, 94%) higher urinary 1-hydroxynaphthalene, 36% (15%, 61%) higher 2-hydroxynaphthalene, 41% (23%, 63%) higher 3-hydroxyphenanthrene, and 70% (28%, 127%) higher 1-hydroxypyrene. Second and third quartile cotinine concentrations were associated with higher OH-PAHs, although not consistently. Same-day ambient PM2.5 was not associated with any OH-PAH, nor was self-reported dietary intake.

Conclusions: ETS is a major source of PAH exposure for pregnant people in the USA while ambient PM2.5 and diet measured via usual intakes appear less influential. Our findings underscore the importance of policies/actions to reduce environmental tobacco smoke exposure among pregnant people.

背景:多环芳烃暴露与不良健康结果相关,但妊娠期暴露源尚不清楚。目的:我们研究了怀孕期间尿中OH-PAHs与环境烟草烟雾(ETS)和短期环境空气污染暴露之间的关系。参与者包括来自美国7个地点的三个队列的1603名怀孕的非吸烟者。我们还通过饮食评估数据(n=801)在一个队列中研究了多环芳烃含量高的食物与摄入的关系。方法:采用LC-MS/MS法测定尿液中OH-PAHs;采用SPE/UPLC-MS/MS检测尿可替宁。为了适应不同队列的不同检出限,ETS暴露用修饰的可替宁四分位数表示;这些组合浓度低于最高检出限的第一类(0 ~ 0.017 ng/mL),其余的平均分为三类(0.0171 ~ 0.2 ng/mL, 0.21 ~ 1.191 ng/mL, 1.192 ~ 1465 ng/mL)。空气污染暴露是用美国环保署Downscaler模型估计的住宅普查区当天环境PM2.5的四分位数来表示的。我们拟合了单独的Tobit回归模型,对对数- oh - pah浓度与可丁宁或环境PM2.5的关联进行了比重、地点、批次、家庭收入、教育程度、就业状况、邻里剥夺指数、季节和年份等因素的调整。对于食物模型,使用食物频率问卷数据和国家数据库中的标准份量来估计多环芳烃膳食摄入量。结果:在调整后的模型中,最高可替宁四分位数与最低可替宁四分位数相比,尿中1-羟基萘增高48% (95% CI: 13%, 94%), 2-羟基萘增高36%(15%,61%),3-羟基菲增高41%(23%,63%),1-羟基芘增高70%(28%,127%)。第二和第三四分位数可替宁浓度与较高的OH-PAHs相关,尽管不一致。当日环境PM2.5与任何OH-PAH无关,自我报告的饮食摄入量也与此无关。结论:ETS是美国孕妇多环芳烃暴露的主要来源,而环境PM2.5和通过日常摄入测量的饮食似乎影响较小。我们的研究结果强调了减少孕妇环境烟草烟雾暴露的政策/行动的重要性。
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引用次数: 0
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