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Impact of Urban 3D Morphology on Particulate Matter 2.5(PM2.5) Concentrations:Case Study of Beijing, China 被引量:6
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作者 LUAN Qingzu JIANG Wei +1 位作者 LIU Shuo GUO Hongxiang 《Chinese Geographical Science》 SCIE CSCD 2020年第2期294-308,共15页
Urban particulate matter 2.5(PM2.5)pollution and public health are closely related,and concerns regarding PM2.5 are widespread.Of the underlying factors,the urban morphology is the most manageable.Therefore,investigat... Urban particulate matter 2.5(PM2.5)pollution and public health are closely related,and concerns regarding PM2.5 are widespread.Of the underlying factors,the urban morphology is the most manageable.Therefore,investigations of the impact of urban three-dimensional(3D)morphology on PM2.5 concentration have important scientific significance.In this paper,39 PM2.5 monitoring sites of Beijing in China were selected with PM2.5 automatic monitoring data that were collected in 2013.This data set was used to analyze the impacts of the meteorological condition and public transportation on PM2.5 concentrations.Based on the elimination of the meteorological conditions and public transportation factors,the relationships between urban 3D morphology and PM2.5 concentrations are highlighted.Ten urban 3D morphology indices were established to explore the spatial-temporal correlations between the indices and PM2.5 concentrations and analyze the impact of urban 3D morphology on the PM2.5 concentrations.Results demonstrated that road length density(RLD),road area density(RAD),construction area density(CAD),construction height density(CHD),construction volume density(CVD),construction otherness(CO),and vegetation area density(VAD)have positive impacts on the PM2.5 concentrations,whereas water area density(WAD),water fragmentation(WF),and vegetation fragmentation(VF)(except for the 500 m buffer)have negative impacts on the PM2.5 concentrations.Moreover,the correlations between the morphology indices and PM2.5 concentrations varied with the buffer scale.The findings could lay a foundation for the high-precision spatial-temporal modelling of PM2.5 concentrations and the scientific planning of urban 3D spaces by authorities responsible for controlling PM2.5 concentrations. 展开更多
关键词 URBAN three-dimensional(3D)morphology particulate matter 2.5(pm2.5) air pollution URBAN planning Beijing China
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Spatial and Temporal Variation of Particulate Matter (PM10 and PM2.5) and Its Health Effects during the Haze Event in Malaysia
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作者 Afiqah Ma’amor Norazian Mohamed Noor +5 位作者 Izzati Amani Mohd Jafri Nur Alis Addiena Ahmad Zia Ul Saufie Nor Azrita Amin Madalina Boboc Gyorgy Deak 《Journal of Atmospheric Science Research》 2023年第4期26-47,共22页
This study aims to assess and compare levels of particulate matter(PM10 and PM2.5)in urban and industrial areas in Malaysia during haze episodes,which typically occur in the south west monsoon season.The high concentr... This study aims to assess and compare levels of particulate matter(PM10 and PM2.5)in urban and industrial areas in Malaysia during haze episodes,which typically occur in the south west monsoon season.The high concentrations of atmospheric particles are mainly due to pollution from neighbouring countries.Daily PM concentrations were analysed for urban and industrial areas including Alor Setar,Tasek,Shah Alam,Klang,Bandaraya Melaka,Larkin,Balok Baru,and Kuala Terengganu in 2018 and 2019.The analysis employed spatiotemporal to examine how PM levels were distributed.The data summary revealed that PM levels in all study areas were right-skewed,indicating the occurrence of high particulate events.Significant peaks in PM concentrations during haze events were consistently observed between June and October,encompassing the south west monsoon and inter-monsoon periods.The study on acute respiratory illnesses primarily focused on Selangor.Analysis revealed that Klang had the highest mean number of inpatient cases for acute exacerbation of bronchial asthma(AEBA)and acute exacerbation of chronic obstructive pulmonary disease(AECOPD)with values of 260.500 and 185.170,respectively.Similarly,for outpatient cases of AEBA and AECOPD,Klang had the highest average values of 41.67 and 14.00,respectively.Shah Alam and Sungai Buloh did not show a significant increase in cases during periods of biomass burning.The statistical analysis concluded that higher concentrations of PM were associated with increased hospital admissions,particularly from June to September,as shown in the bar diagram.Haze episodes were associated with more healthcare utilization due to haze-related respiratory illnesses,seen in higher inpatient and outpatient visits(p<0.05).However,seasonal variability had minimal impact on healthcare utilization.These findings offer a comprehensive assessment of PM levels during historic haze episodes,providing valuable insights for authorities to develop policies and guidelines for effective monitoring and mitigation of the negative impacts of haze events. 展开更多
关键词 HAZE particulate matter(pm10 and pm2.5) AEBA and AECOPD Spatial variability
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Characteristics and fate behavior of environmentally persistent free radicals in atmospheric particulate matter
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作者 WANG Xueying CUI Long +2 位作者 XUE Yonggang HO Kinfai HUANG Yu 《地球环境学报》 CSCD 2024年第4期596-611,共16页
Background,aim,and scope Environmentally persistent free radicals(EPFRs)have received significant attention due to their longer lifetime and stable existence in various environments.The strong environmental migration ... Background,aim,and scope Environmentally persistent free radicals(EPFRs)have received significant attention due to their longer lifetime and stable existence in various environments.The strong environmental migration ability of particulate matter allows EPFRs to migrate over long-distance transport,thereby impacting the quality of the local atmospheric environment.Additionally,EPFRs can also adhere to atmospheric particles and interact with typical gaseous pollutants to affect atmospheric chemical reactions.EPFRs can produce some reactive organic species,promoting oxidative stress in the human body,damaging biological macromolecules and ultimately affecting the organism health.EPFRs are considered as a novel type of pollutant that affects human health.Despite their significance,there are few literatures available on the characteristics and fate behaviors of EPFRs up to date.Therefore,supplemental reviews are crucial for providing comprehensive understanding of EPFRs.Materials and methods This review summarizes the characteristics of EPFRs in particulate matter,outlines the generation mechanism and influencing factors of EPFRs,and the impacts of EPFRs on environmental quality and organism health.Results The content of EPFRs in particulate matter ranges from 1017 to 1020 spins∙g−1.Due to the strong mobility of atmospheric particulate matter,the long-term exposure to high levels of EPFRs may aggravate the impact of particulate matter on human health.The interaction between EPFRs and typical gaseous pollutants can alter their fate and influence atmospheric chemical reactions.EPFRs are mainly produced by transition metal elements and substituted aromatic hydrocarbons through electron transfer.Additionally,the chemical bond rupture of organic substances through heat treatment or ultraviolet radiation can also produce EPFRs,and heterogeneous reactions are capable producing them as well.The production of EPFRs is not only influenced by transition metal elements and precursors,but also by various environmental factors such as oxygen,temperature,light radiation,and relative humidity.Discussion EPFRs in atmospheric particulates matters are usually rich in fine particulates with obvious seasonal and regional variations.They can easily enter the human respiratory tract and lungs with inhalable particulates,thereby increasing the risk of exposure.Additionally,EPFRs in atmospheric particulates can interact with some typical gaseous pollutants,impacting the life and fate of EPFRs in the atmosphere,and alter atmospheric chemical reactions.Traditionally,EPFRs are generated by transition metal elements and substituted aromatic hydrocarbons undergoing electron transfer in the post-flame and cool-zone regions of combustion systems and other thermal processes to remove HCl,H_(2)O or CO groups,ultimately produce semiquinones,phenoxyls,and cyclopentadienyls.Recent studies have indicated that EPFRs can also be generated under the conditions of without transition metal elemental.Organics can also produce EPFRs through chemical bond rupture during heat treatment or light radiation conditions,as well as through some heterogeneous reactions and photochemical secondary generation of EPFRs.The presence or absence of oxygen has different effects on the type and yield of EPFRs.The concentration,type,and crystal type of transition metal elements will affect the type,content,and atmospheric lifetime of EPFRs.It is generally believed that the impact of transition metal element types on EPFRs is related to the oxidation-reduction potential.The combustion temperature or heat treatment process significantly affects the type and amount of EPFRs.Factors such as precursor loading content,pH conditions,light radiation and relative humidity also influence the generation of EPFRs.EPFRs can interact with pollutants in the environment during their migration and transformation process in environmental medium.This process accelerates the degradation of pollutants and plays a crucial role in the migration and transformation of organic pollutants in environmental media.The reaction process of EPFRs may lead to the production of reactive oxygen species(ROS)such as∙OH,which can induce oxidative stress,inflammation and immune response to biological lung cells and tissues,leading to chronic respiratory and cardiopulmonary dysfunction,cardiovascular damage and neurotoxic effects,ultimately impacting the health of organisms.Conclusions The interaction mechanism between EPFRs in particulate matter and gaseous pollutants remains unclear.Furthermore,research on the generation mechanism of EPFRs without the participation of transition metals is not comprehensive,and the detection of EPFRs is limited to simple qualitative categories and lack accurate qualitative analysis.Recommendations and perspectives Further research should be conducted on the generation mechanism,measurement techniques,migration pathways,and transformation process of EPFRs.It is also important to explore the interaction between EPFRs in atmospheric particulate matter and typical gaseous pollutants. 展开更多
关键词 particulate matter(pm) environmentally persistent free radicals(EPFRs) formation mechanism influencing factors
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Effects of Lianhua Qingwen on Pulmonary Oxidative Lesions Induced by Fine Particulates(PM2.5) in Rats 被引量:4
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作者 Fen Ping Zhen-sheng Li +2 位作者 Feng-rui Zhang De-xin Li Shu-zhi Han 《Chinese Medical Sciences Journal》 CAS CSCD 2016年第4期233-238,共6页
Objective To investigate the antagonistic effects of different doses of Lianhua Qingwen on pulmonary injury induced by fine particulates PM2.5 in rats. Methods Fine particulates suspended in the environment were colle... Objective To investigate the antagonistic effects of different doses of Lianhua Qingwen on pulmonary injury induced by fine particulates PM2.5 in rats. Methods Fine particulates suspended in the environment were collected. Forty-eight healthy adult wistar rats were randomly divided into 6 groups with 8 rats in each group. Four groups of rats were exposed to PM2.5 by intratracheally dripping suspensions of fine particulates PM2.5(7.5 mg/kg) as dust-exposed model rats. Among them 24 rats in three groups received Lianhua Qingwen treatment(crude drug) at a dose of 2 g/kg, 4 g/kg, 8 g/kg per day for 3 days before dust exposure and were defined as low-dose, middle-dose and high-dose Lianhua Qingwen treatment groups respectively. The other dust-exposed model rats without treatment were assigned as PM2.5 control group. The un-exposed rats were set as saline control group(1.5 ml/kg saline) and blank control group. All rats were killed after 24 hours of the exposure. Lung tissue, serum and bronchoalveolar lavage fluid(BALF) were collected. The levels of malonaldehyde(MDA), lactate dehydrogenase(LDH), and glutathione peroxidase(GSH-PX) in blood serum and BALF, and superoxide dismutase(SOD) in blood surum were measured using fluorescent quantitation PCR; Expression of NF-E2-related factor 2(NRF-2), heme oxygenase 1(HO-1) and quinone oxidoreductase 1(NQO1) in lung tissues were measured using Western blot. Pathological changes of lung tissues in each group were also examined. Results Pathology revealed thickened alveolar septum, congestion of capillary, interstitial edema and infiltration of lymphocyte and neutrophil surrounding bronchiole in the PM2.5 control group, which weresignificantly relieved in the Lianhua Qingwen treatment groups. Compared to the blank and saline control groups, the PM2.5 control group had significantly higher levels of LDH and MDA(p<0.01) and lower level of GSH-PS(p<0.01) in BALF, significantly higher levels of LDH and MDA(p<0.05) and lower level of GSH-PS(p<0.05) in rat serum. The levels of MDA in blood serum and BALF were significantly lower in each treatment group than that in PM2.5 control group(all P<0.05). In both middle-dose and high-dose treatment group the measurements of LDH in serum and BALF as well as GSH-PX in serum were significant difference from those of PM2.5 control group(all P<0.05). Expressions of NRF-2, HO-1 and NQO1 in lung tissues were significantly different among middle-dose and high-dose treatment group compared with those in PM2.5 control group(all P<0.05). Conclusion Fine particulates PM2.5 in environment may induce pulmonary oxidative lesions in rats. Middle-dose and high-dose Lianhua Qingwen has antagonist effece on the injuries induced by fine particulates. 展开更多
关键词 fine particulateS (pm2.5) PULMONARY lesion OXIDATIVE stress Lianhua QINGWEN RATS
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Feature Analysis of the Atmospheric Particulate Pollutants (PM_(10) and PM_(2.5)) in Wenzhou City 被引量:1
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作者 Yuequn Song Shufan Ye Qiangqiang Wang 《Meteorological and Environmental Research》 CAS 2013年第4期37-41,共5页
[ Objective] The research aimed to analyze characteristics of the atmospheric particulate pollutants ( PMlo and PM2.s) in Wenzhou City. [Method] We analyzed interannual change rule of the dust haze in Wenzhou during... [ Objective] The research aimed to analyze characteristics of the atmospheric particulate pollutants ( PMlo and PM2.s) in Wenzhou City. [Method] We analyzed interannual change rule of the dust haze in Wenzhou during 1978 -2008. Moreover, we respectively set monitoring points in urban district, industrial park and beauty spot of Wenzhou in summer and winter of 2010. Element, ion and polycyclic aromatic hydrocarbon com- positions and morphology of the particulate matter were analyzed. [ Result] Dust haze in Wenzhou City mainly appeared in winter and spring, which was related to local meteorological condition. In summer and winter, both PMlo and PM2.s concentrations presented the characteristic of industrial park 〉 commercial area 〉 beauty spot. Chain-like particle aggregates and ultrafine particles were main composition of the atmospheric particulate matter in Wenzhou. Contribution rate of the spherical particle amount was smaller than metropolis, which was related to local industry and traffic. Fe element had the most content in particulate matter. Mass concentration was mainly composed of 6 elements, such as Na, Si, S, K, Ca and Fe. Total concentration of the six elements occupied 70% -80% of the 16 elements. SO^- and NH4* in particulate matter were higher. They were mainly from human activity. Main compositions of the polycyclic aromatic hydrocarbon were naphthalene, anthracene, benzo (b) fluoranthene, indeno (1,2, 3-cd) pyrene and benzo (g, h, i) perylene, which was related to abrupt increase of the motor vehicle. [ Condusion] The research provided scientific basis and technology support for controlling atmospheric particulate matter pollution in Wenzhou City by government and related department. 展开更多
关键词 Atmospheric particulate pollutants pm10 pm2.5 Feature analysis China
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哈尔滨市大气PM_(2.5)中五种金属成分复合暴露对人群死亡风险的影响 被引量:1
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作者 伍亚 邹凤娟 +6 位作者 沈明辉 刘洋 洪千淇 于天一 马文军 刘晓波 朱穗 《环境卫生学杂志》 2024年第9期752-761,共10页
目的定量评估哈尔滨市大气PM_(2.5)中金属成分复合暴露对人群死亡的暴露-反应关系及联合效应大小。方法基于监测系统收集哈尔滨市2013—2018年每日死亡数据、每日气象和大气污染物数据。采集大气细颗粒物(PM_(2.5))并进行金属成分浓度测... 目的定量评估哈尔滨市大气PM_(2.5)中金属成分复合暴露对人群死亡的暴露-反应关系及联合效应大小。方法基于监测系统收集哈尔滨市2013—2018年每日死亡数据、每日气象和大气污染物数据。采集大气细颗粒物(PM_(2.5))并进行金属成分浓度测定,基于随机森林模型预测大气PM_(2.5)中每日金属成分浓度。运用分位数g计算回归(quantile g-computation,qgcomp)估计大气PM_(2.5)中金属成分复合暴露对非意外、心血管系统和呼吸系统疾病死亡的联合效应,并探索敏感暴露人群,最后采用加权分位数和回归(weighted quantile sum regression,WQS)进行敏感性分析。结果2013—2018年期间,哈尔滨市非意外、心血管系统和呼吸系统疾病日均死亡人数的中位数(M)分别为75、42和7例。大气PM_(2.5)多种金属成分复合暴露每增加一个四分位数,非意外死亡的相对风险(relative risk,RR)为1.026(95%CI:1.010~1.043);心血管系统疾病死亡风险的RR值为1.038(95%CI:1.016~1.060)。分层分析结果表明男性和≥60岁人群为大气PM_(2.5)金属复合暴露的敏感人群。敏感性分析进一步证实上述研究结果较稳健,且金属As对人群死亡贡献的权重最大。结论大气PM_(2.5)中金属成分复合暴露可增加人群非意外死亡和心血管系统疾病死亡的发生风险,且男性和≥60岁人群是金属复合暴露的敏感人群。 展开更多
关键词 细颗粒物 金属成分 复合暴露 死亡风险
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2022年南京市大气PM_(2.5)中多环芳烃污染特征及健康风险 被引量:1
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作者 韦丽 孙凤霞 +4 位作者 张艺 许珊珊 唐彦钊 贾云飞 熊丽林 《环境卫生学杂志》 2024年第4期356-361,共6页
目的了解南京市大气细颗粒物(PM_(2.5))中多环芳烃(polycyclic aromatic hydrocarbons,PAHs)污染特征,评估其健康风险。方法于2022年每月10—16日分别在江北新区和江宁区2个监测点开展PM_(2.5)和PAHs采样,分别采用称重法和高效液相色谱... 目的了解南京市大气细颗粒物(PM_(2.5))中多环芳烃(polycyclic aromatic hydrocarbons,PAHs)污染特征,评估其健康风险。方法于2022年每月10—16日分别在江北新区和江宁区2个监测点开展PM_(2.5)和PAHs采样,分别采用称重法和高效液相色谱法测定PM_(2.5)和PAHs含量,利用健康风险评价模型评价PAHs的致癌风险。结果不同季节PM_(2.5)、PAHs和B[a]P的浓度存在差异(P<0.01),其中PM_(2.5)、PAHs浓度均是冬、春季高于夏、秋季,B[a]P浓度春季高于夏、秋季。两个监测点PAHs、B[a]P年均浓度、春季、夏季浓度的比较,差异均具有统计学意义(P<0.05),且江北新区均高于江宁区。两个监测点含量最高的多环芳烃是5环、其次是4环和6环。两个监测点3环、4环、5环、6环PAHs年均浓度均不同(P均<0.05),江北新区高于江宁区。PAHs年浓度中位数值对两个监测点人群的终生超额致癌风险均大于1.0×10^(-6)。PAHs年浓度95分位数对人群的年龄段超额致癌风险除江宁区0~2岁年龄段人群外,对其他年龄段人群的超额致癌风险均大于1×10^(-6)。结论南京市两个监测点大气PM_(2.5)中PAHs分布存在季节和地区差异,具有潜在的超额致癌风险。 展开更多
关键词 细颗粒物(pm_(2.5)) 多环芳烃(PAHs) 污染特征 健康风险评估
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2020—2022年海口市城区大气PM_(2.5)中重(类)金属组成及来源解析
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作者 何昌华 杨夕 +8 位作者 伍燕春 胡伟 封丹 唐天统 林天 符桂林 李永忠 梅振坤 曾月 《环境卫生学杂志》 2024年第10期802-811,共10页
目的探析海口市主城区大气PM_(2.5)中重(类)金属污染的组成和主要来源。方法于2020—2022年对海口市主城区进行逐月定期(10—16日)采集大气PM_(2.5)样品,每日持续采样时间不少于22 h;利用电感耦合等离子体质谱法(ICP-MS)测量PM_(2.5)样... 目的探析海口市主城区大气PM_(2.5)中重(类)金属污染的组成和主要来源。方法于2020—2022年对海口市主城区进行逐月定期(10—16日)采集大气PM_(2.5)样品,每日持续采样时间不少于22 h;利用电感耦合等离子体质谱法(ICP-MS)测量PM_(2.5)样品中25种重(类)金属成分;对PM_(2.5)中检出率较高的16种重(类)金属成分采用正定矩阵因子分解模型(PMF)解析主要污染来源。结果2020—2022年海口市主城区大气PM_(2.5)质量浓度范围4.00~64.00μg/m^(3),均数(x±s)为(20.48±12.88)μg/m^(3)、中位数(M)17.00μg/m^(3)及四分位数间距(IQR)14.25μg/m^(3),年度间PM_(2.5)24小时平均浓度差异不具有统计学意义(χ^(2)=1.24,P>0.05);不同季节PM_(2.5)24小时平均浓度差异具有统计学意义(χ^(2)=44.86,P<0.01),PM_(2.5)24小时平均浓度(均数)高低顺序为冬季>秋季>春季>夏季;16种重(类)金属的质量浓度范围为0.01~1008.00 ng/m^(3),质量浓度M值由高到低依次为Fe>Al>Zn>Mn>Pb>Ba>Cu>Sr>Ni>Se>V>As>Sn>Cr>Cd>Li。PMF模型解析结果表明,PM_(2.5)中16种重(类)金属污染主要贡献来源以道路及土壤尘源(49.82%)和交通尾气源(36.96%)为主,次之贡献源有混合燃烧源(9.61%)、建材施工尘源(2.51%)和船舶燃油源(1.10%)。结论2020—2022年海口市大气PM_(2.5)质量浓度均未超过我国《环境空气质量标准》(GB 3095-2012)24小时平均浓度二级限值(75μg/m^(3))水平,PM_(2.5)中重(类)金属构成主要以Fe、Al、Zn、Mn和Pb元素为主,其主要贡献源是道路及土壤尘源和交通尾气源。 展开更多
关键词 海口 细颗粒物 重(类)金属 源解析
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北京市丰台区大气PM_(2.5)中多环芳烃污染特征及来源分析
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作者 周慧霞 崔宝荣 +4 位作者 潘颖 宋文颉 张新宇 郝静 信振江 《环境卫生学杂志》 2024年第12期987-994,共8页
目的分析北京市丰台区大气细颗粒物(fine particulate matter,PM_(2.5))中多环芳烃(polycyclic aromatic hydrocarbons,PAHs)的污染特征,并对其污染来源进行初步识别。方法2015—2020年每月定期采集北京市丰台区某社区的大气PM_(2.5)样... 目的分析北京市丰台区大气细颗粒物(fine particulate matter,PM_(2.5))中多环芳烃(polycyclic aromatic hydrocarbons,PAHs)的污染特征,并对其污染来源进行初步识别。方法2015—2020年每月定期采集北京市丰台区某社区的大气PM_(2.5)样品,采用高效液相色谱法测定PM_(2.5)样品中16种PAHs的含量,分析比较不同季节、不同监测时段下的PAHs的污染特征;采用特征比值法对大气PM_(2.5)中PAHs的污染来源进行初步识别。结果北京市丰台区某社区大气PM_(2.5)及PM_(2.5)中16种PAHs(ΣPAHs)质量浓度中位数分别为86μg/m^(3)和10.70 ng/m^(3);大气PM_(2.5)中PAHs的污染水平呈现明显的季节变化趋势,即冬季>(秋季和春季)>夏季;采暖期大气PM_(2.5)中PAHs显著高于非采暖期;单体PAHs中荧蒽占比最高,其次为苯并[b]荧蒽、苯并[g,h,i]苝、和苯并[a]芘;4环PAHs占比为最高(36.81%),采暖期4环以上高环数PAHs占比高于非采暖期。5种特征比值(3环+4环)/(5环+6环)、BaP/BghiP、Flu/(Flu+Pyr)、IP/(IP+BghiP)和BaA/(BaA+Chr)的均值分别为2.11、2.17、0.61、0.43和0.39,提示PAHs污染主要来自本地污染,煤/生物质燃烧源和交通污染为其主要污染来源。结论2015—2020年北京市丰台区大气PM_(2.5)中PAHs的污染水平具有明显的季节变化特征,采暖期大气PM_(2.5)中PAHs浓度水平显著高于非采暖期。煤/生物质燃烧和交通污染是丰台区大气PM_(2.5)中PAHs的主要污染来源。 展开更多
关键词 细颗粒物 多环芳烃 污染特征 来源
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基于机器学习的郑州市大气PM_(2.5)与O_(3)浓度预测方法及气象因子的影响分析 被引量:1
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作者 张容硕 谢沛远 +5 位作者 陈宏飞 杨清荣 关民普 马南 尉鹏 朱仁成 《环境科学研究》 CAS CSCD 北大核心 2024年第3期469-478,共10页
近年来,我国面临着细颗粒物(PM_(2.5))污染形势依然严峻以及臭氧(O_(3))污染日益凸显的双重压力.为进一步准确预测郑州市大气PM_(2.5)与O_(3)浓度并探明气象因子的影响,本研究使用2018−2022年郑州市大气污染物和气象因子逐时数据,结合... 近年来,我国面临着细颗粒物(PM_(2.5))污染形势依然严峻以及臭氧(O_(3))污染日益凸显的双重压力.为进一步准确预测郑州市大气PM_(2.5)与O_(3)浓度并探明气象因子的影响,本研究使用2018−2022年郑州市大气污染物和气象因子逐时数据,结合统计学单因素分析和机器学习LightGBM模型多因素分析,建立了一种基于长时间序列数据的PM_(2.5)与O_(3)浓度预测及气象因子影响分析的综合分析方法.结果表明:①训练后的LightGBM模型能够较好地预测PM_(2.5)污染,准确率达80.8%;对O_(3)污染预测的准确率为52.5%.②郑州市大气PM_(2.5)浓度与气压呈正相关,与比湿和环境温度均呈负相关;大气O_(3)8 h滑动平均浓度(O_(3)-8 h浓度)与比湿和太阳辐射均呈正相关,与气压呈负相关.③有利的气象条件可能是2021年PM_(2.5)年均浓度得到显著改善的重要因素;同时,不利的气象条件也促使2021年和2022年6月O_(3)月评价值(O_(3)日最大8 h滑动平均90百分位浓度)有所上升.研究显示,这种基于长时间序列的综合分析方法适用于大气PM_(2.5)与O_(3)浓度的气象因子影响分析,也能有效预测PM_(2.5)与O_(3)的浓度. 展开更多
关键词 大气污染防控 细颗粒物(pm_(2.5)) 臭氧(O_(3)) 气象因素 机器学习 郑州市
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汾渭平原PM_(2.5)和O_(3)污染导致的健康效应及情景预测 被引量:2
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作者 郝永佩 宋晓伟 +3 位作者 朱晓东 王京伟 程鹏 毕旭 《环境科学研究》 CAS CSCD 北大核心 2024年第4期696-707,共12页
细颗粒物(PM_(2.5))和臭氧(O_(3))已成为主要大气污染物,对人体健康危害较大.本文选取大气污染防控重点区域汾渭平原作为研究区,分析2014-2021年PM_(2.5)和O_(3)浓度变化特征及其健康效应,并估算2030年实现不同减排标准的潜在健康效益.... 细颗粒物(PM_(2.5))和臭氧(O_(3))已成为主要大气污染物,对人体健康危害较大.本文选取大气污染防控重点区域汾渭平原作为研究区,分析2014-2021年PM_(2.5)和O_(3)浓度变化特征及其健康效应,并估算2030年实现不同减排标准的潜在健康效益.结果表明:①2014-2021年汾渭平原PM_(2.5)年均浓度呈下降趋势,而O_(3)年均浓度却呈波动上升趋势,PM_(2.5)和O_(3)复合污染天数下降趋势显著.②归因于PM_(2.5)污染的早逝人数和经济损失均呈下降趋势;而归因于O_(3)污染的早逝人数及经济损失均呈上升趋势,2021年归因于O_(3)污染的全因、呼吸系统疾病和心血管疾病早逝人数较2014分别增加了60.36%、11.94%和74.32%,经济损失增加了136.60%、65.18%和157.20%,其中西安市和洛阳市健康风险与经济损失问题相对突出.③若2030年PM_(2.5)和O_(3)年均浓度均达《环境空气质量标准》(GB 3095-2012)二级标准限值,汾渭平原归因于PM_(2.5)和O_(3)的早逝人数较2021年将分别下降15.99%和2.71%,而随着人均可支配收入的逐年增加,健康经济损失将分别增加6.39×10^(8)元(95%CI:5.20×10^(8)~7.56×10^(8)元)和30.05×10^(8)元(95%CI:16.17×10^(8)~43.26×10^(8)元);若进一步将PM_(2.5)和O_(3)浓度降至更低,可进一步避免早逝人数的增加,且带来显著的经济效益.研究显示,汾渭平原PM_(2.5)治理有所成效,但是O_(3)污染问题凸显,其导致的健康死亡人数及经济损失均呈上升趋势,应保证达到现有标准的基础上制定更高目标标准,才能有效改善居民健康状况,并带来显著的经济效益. 展开更多
关键词 细颗粒物(pm_(2.5)) 臭氧(O_(3)) 汾渭平原 健康效益 情景预测
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2021年菏泽市大气PM_(2.5)中金属和类金属污染特征及健康风险
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作者 张慧 张翠霞 +3 位作者 张惠珠 李大磊 王颖 李仁波 《环境卫生学杂志》 2024年第7期603-608,616,共7页
目的探讨菏泽市大气细颗粒物(PM_(2.5))中金属和类金属元素的污染特征、来源,并评估其人群健康风险。方法在菏泽市牡丹区、定陶区分别设置1个大气PM_(2.5)采样点,于2021年每月10-16日采集大气PM_(2.5)滤膜样品并检测分析样品中锑(Sb)、... 目的探讨菏泽市大气细颗粒物(PM_(2.5))中金属和类金属元素的污染特征、来源,并评估其人群健康风险。方法在菏泽市牡丹区、定陶区分别设置1个大气PM_(2.5)采样点,于2021年每月10-16日采集大气PM_(2.5)滤膜样品并检测分析样品中锑(Sb)、砷(As)、铅(Pb)、锰(Mn)等12种金属和类金属含量;运用富集因子分析、相关性分析推测金属和类金属元素的可能来源;依据《化学物质环境健康风险评估技术指南》(WS/T 777-2021)风险评估模型,对儿童、成人经吸入途径吸入金属和类金属的健康风险进行评估。结果菏泽市大气PM_(2.5)质量浓度为61.0μg/m 3,两区大气PM_(2.5)中金属和类金属质量浓度排在前四位的为:铝(Al)>锰(Mn)>铅(Pb)>铬(Cr),从季节分布变化特征看,多数金属和类金属浓度在不同季节差异具有统计学意义(P<0.05),冬春季高于夏秋季。健康风险评估显示,Mn在儿童人群非致癌风险HQ>1,其它金属和类金属非致癌风险HQ在各年龄人群均<1,As、Cr致癌风险值CR分别在3.8×10^(-6)~5.1×10^(-6)、2.7×10^(-6)~3.6×10^(-6)之间,As、Cr在儿童、成年人群均存在潜在的致癌风险。结论菏泽市通过呼吸途摄入PM_(2.5)中的As、Cr对人群健康存在潜在健康风险,应作为重点关注的元素从源头上予以控制。 展开更多
关键词 细颗粒物(pm_(2.5)) 元素 来源分析 健康风险
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2016—2022年珠三角地区PM_(2.5)中多环芳烃污染特征及健康风险
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作者 牛计伟 李晓恒 +4 位作者 季佳佳 刘宁 张振 裴迎新 施小明 《环境卫生学杂志》 2024年第5期431-437,447,共8页
目的评价多环芳烃暴露的人群健康风险,了解珠三角地区大气PM_(2.5)及其中16种多环芳烃的污染特征和来源。方法2016—2022年在广东省珠三角地区的广州、深圳、佛山及珠海市选10个区设置10个监测点,每月10—16日采集环境空气样品,测定PM_(... 目的评价多环芳烃暴露的人群健康风险,了解珠三角地区大气PM_(2.5)及其中16种多环芳烃的污染特征和来源。方法2016—2022年在广东省珠三角地区的广州、深圳、佛山及珠海市选10个区设置10个监测点,每月10—16日采集环境空气样品,测定PM_(2.5)及其中16种多环芳烃含量,分析多环芳烃污染来源,使用BaP毒性当量法评价多环芳烃呼吸暴露途径的人群健康风险。结果2016—2022年珠三角地区PM_(2.5)逐年平均浓度(x±s)分别为(57.45±29.66)、(51.26±35.69)、(43.86±33.17)、(40.53±24.70)、(29.26±34.27)、(31.57±24.91)、(30.17±21.06)μg/m^(3),呈下降趋势(Z=-29.83,P<0.01),PM_(2.5)中多环芳烃平均浓度(x±s)分别为(6.23±6.29)、(5.17±6.95)、(4.00±4.46)、(3.34±3.93)、(2.52±2.92)、(3.05±4.30)、(2.65±2.60)ng/m^(3),浓度虽然降低近60%,但下降趋势无统计学意义,多环芳烃16种成分除萘(NAP)外均呈下降趋势(P<0.05),2018—2022年PM_(2.5)中多环芳烃致癌效应健康风险CR值M(P_(25),P_(75))为5.35×10^(-7)(2.54×10^(-7),1.21×10^(-6)),自第69百分位数开始大于1×10^(-6),第99百分位数为9.19×10^(-6),均小于1×10^(-4)。结论珠三角地区四城市大气PM_(2.5)污染整体呈不断改善趋势,四城市中临海的深圳和珠海市优于佛山和广州市,PM_(2.5)与多环芳烃成分含量呈显著正相关,逐月变化趋势基本一致。多环芳烃污染主要是本地源排放所致,存在石化燃料燃烧、机动车尾气排放、石油挥发和有机物质燃烧等多重来源,不同城市多环芳烃污染构成和来源并不完全一致,且高温燃煤对多环芳烃浓度变化有重要影响。珠三角地区大气PM_(2.5)中多环芳烃具有潜在致癌风险,宜引起关注。 展开更多
关键词 空气污染 细颗粒物 多环芳烃 污染特征 健康风险评估
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PM_(2.5)有机提取物经由铁死亡诱导人支气管上皮细胞损伤的研究
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作者 王盟盟 龙玥含 +5 位作者 陈圆圆 顾雯 王超 石莹 唐宋 段链 《环境卫生学杂志》 2024年第4期303-311,361,共10页
目的探讨细颗粒物(PM_(2.5))有机提取物能否诱导人支气管上皮细胞铁死亡。方法通过索氏提取法提取PM_(2.5)中有机物作为受试物,使用BEAS-2B细胞,以0.1%DMSO溶液作为溶剂对照,染毒于不同剂量(2.5、5、10和20μg/mL)的PM_(2.5)有机提取物... 目的探讨细颗粒物(PM_(2.5))有机提取物能否诱导人支气管上皮细胞铁死亡。方法通过索氏提取法提取PM_(2.5)中有机物作为受试物,使用BEAS-2B细胞,以0.1%DMSO溶液作为溶剂对照,染毒于不同剂量(2.5、5、10和20μg/mL)的PM_(2.5)有机提取物构建细胞染毒模型;使用铁死亡抑制剂(Ferrostatin-1,Fer-1)构建铁死亡干预模型。通过吸光度法检测PM_(2.5)有机提取物染毒后BEAS-2B细胞存活率、丙二醛(malondialdehyde,MDA)和谷胱甘肽(glutathione,GSH)浓度;通过荧光法检测细胞内Fe2+含量、活性氧(reactive oxygen species,ROS)含量和脂质过氧化物(lipid peroxidation,LPO)含量;通过qRT-PCR方法检测铁死亡相关基因(如GPX4、SLC7A11、ACSL4、FTL和TFRC等)表达。结果与对照组相比,PM_(2.5)有机提取物染毒24 h后,当染毒剂量为10μg/mL时,细胞内Fe2+含量、ROS含量、LPO含量和MDA浓度均出现显著上升;而GSH浓度出现显著下降;qRT-PCR结果显示,细胞暴露于20μg/mL PM_(2.5)有机提取物时,细胞内铁死亡相关基因GPX4显著下调,SLC7A11、ACSL4、FTL和TFRC出现显著性上调。干预实验中,使用铁死亡特异性抑制剂Fer-1干预后上述变化得到明显改善。结论PM_(2.5)有机提取物可能通过诱导细胞铁死亡导致呼吸系统细胞损伤,进而对肺组织产生潜在健康影响。 展开更多
关键词 细颗粒物(pm_(2.5)) 有机提取物 铁死亡 人支气管上皮细胞 肺损伤
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常州市大气PM_(2.5)中金属元素浓度变化、来源及健康风险-以武进区监测点为例
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作者 易仁玲 陈志永 +1 位作者 王珂 陈小岳 《环境卫生学杂志》 2024年第7期578-584,596,共8页
目的探讨常州市武进区大气细颗粒物(PM_(2.5))中金属元素浓度变化、来源及健康风险。方法2016-2022年,每月定期采集常州市武进区大气PM_(2.5)样品,采用电感耦合等离子体质谱(ICP-MS)法对PM_(2.5)中的金属元素质量浓度进行检测,采用富集... 目的探讨常州市武进区大气细颗粒物(PM_(2.5))中金属元素浓度变化、来源及健康风险。方法2016-2022年,每月定期采集常州市武进区大气PM_(2.5)样品,采用电感耦合等离子体质谱(ICP-MS)法对PM_(2.5)中的金属元素质量浓度进行检测,采用富集因子(EF)法和主成分分析法(PCA)对金属来源进行分析,并评估金属元素可能带来的健康风险。结果2016-2022年共采集610份有效样品,常州市武进区大气PM_(2.5)质量浓度的M(P_(25),P_(75))依次为70(40,110)、54(41,79)、56(38,85)、54(41,76)、41(28,58)、40(28,60)和39(28,54)μg/m^(3),整体上呈递减趋势且差异具有统计学意义(P<0.05)。各金属元素浓度整体上表现为:铝>锰>铅>铬>镍>锑>镉,除铬元素外,其他元素浓度均表现为冬春季高的特点;除锰的EF值在10~100之间,其他元素的EF值在不同年份和季节均有大于100的情况。PCA结果显示,因子1由锑、铝、镉、铅和锰组成,因子2由铬组成,因子3由镍组成,方差贡献率分别为52.91%、15.46%和10.95%。各元素的危害商(hazard quotient,HQ)整体上从高到低依次为:锰>镍>镉>铝>铬>锑,按中位数浓度计算,各元素HQ值均小于1,铬的致癌风险(carcinogenic risk,CR)均大于10^(-6),镉在2016和2018年的CR值大于10^(-6);按第95百分位数浓度计算,锰的HQ值均大于1,铬、镉和镍的CR值均大于10^(-6)。结论2016-2022年常州市武进区大气PM_(2.5)中多数金属元素浓度水平总体上呈下降趋势,其主要来源有工业排放、交通排放、煤炭燃烧、钢铁工业和航运排放,高浓度锰存在非致癌风险,而铬、镉和高浓度镍存在潜在致癌风险。 展开更多
关键词 细颗粒物(pm_(2.5)) 金属元素 富集因子 主成分分析 健康风险
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PM2.5对代谢相关脂肪性肝病模型小鼠肝淋巴生成的影响 被引量:1
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作者 丁世彬 李洋 +1 位作者 陈玉萍 蒋金金 《中国实验动物学报》 CAS CSCD 北大核心 2024年第8期985-991,共7页
目的研究大气细颗粒物(particulate matter 2.5,PM2.5)暴露对C57BL/6J小鼠和代谢相关脂肪性肝病模型小鼠肝淋巴生成的影响,为防治PM2.5暴露所致肝损伤提供新靶点。方法将40只雄性C57BL/6J小鼠随机分为正常组,PM2.5组,代谢相关脂肪性肝... 目的研究大气细颗粒物(particulate matter 2.5,PM2.5)暴露对C57BL/6J小鼠和代谢相关脂肪性肝病模型小鼠肝淋巴生成的影响,为防治PM2.5暴露所致肝损伤提供新靶点。方法将40只雄性C57BL/6J小鼠随机分为正常组,PM2.5组,代谢相关脂肪性肝病模型组(MAFLD组)和PM2.5-MAFLD组。MAFLD组和PM2.5-MAFLD组小鼠连续12周给予高脂饲料,其余两组给予普通饲料。从13~16周,PM2.5组和PM2.5-MAFLD组小鼠通过气管滴注法进行PM2.5染毒(每周2次);其余两组小鼠同时通过气管滴注法滴注生理盐水。末次PM2.5染毒结束24 h后将实验动物处死。测定小鼠血清丙氨酸氨基转移酶(alanine aminotransferase,ALT)和天冬氨酸氨基转移酸(aspartate aminotransferase,AST)水平;用免疫荧光染色法评估肝淋巴LYVE1表达水平;测定肝氧化应激指标(4-HNE和T-GSH/GSSG)水平;用蛋白免疫印迹法测定肝淋巴生成标志蛋白(PROX1和LYVE1),淋巴生成调节蛋白VEGF-C和淋巴连接蛋白VE-cadherin的蛋白质表达水平。结果PM2.5染毒显著增加了MAFLD组小鼠血清AST和ALT水平,显著降低了肝组织PROX1、LYVE1和VEGF-C蛋白表达水平,增加肝4-HNE水平和降低了肝T-GSH/GSSG水平(P<0.05)。然而,PM2.5染毒并没有显著影响C57BL/6J小鼠血清AST和ALT水平、肝组织中PROX1、LYVE1、VEGF-C和VE-cadherin的蛋白表达水平及肝的4-HNE和T-GSH/GSSG(P>0.05)。结论PM2.5染毒能显著加重MAFLD小鼠肝的氧化损伤,并且能通过降低肝VEGF-C减少肝淋巴生成。 展开更多
关键词 pm2.5 代谢相关脂肪性肝病 氧化应激 淋巴生成
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2022年包头市两城区大气PM_(2.5)中水溶性离子污染特征及源解析
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作者 芦静 纪越 +1 位作者 孙沁园 冯晓冬 《环境卫生学杂志》 2024年第12期1001-1005,共5页
目的分析包头市东河区及青山区两城区大气PM_(2.5)中水溶性离子的污染特征及源解析。方法于2022年全年每月10-16日及雾霾天在包头市东河区及青山区两个监测点采集大气PM_(2.5)样品,利用离子色谱法检测大气PM_(2.5)中5种水溶性离子(SO_(4... 目的分析包头市东河区及青山区两城区大气PM_(2.5)中水溶性离子的污染特征及源解析。方法于2022年全年每月10-16日及雾霾天在包头市东河区及青山区两个监测点采集大气PM_(2.5)样品,利用离子色谱法检测大气PM_(2.5)中5种水溶性离子(SO_(4)^(2-)、NO_(3)^(-)、Cl^(-)、F^(-)、NH_(4)^(+))的质量浓度;运用硫氧化率(sulfur oxidation ratio,SOR)、氮氧化率(nitrogen oxidation ratio,NOR)判断大气中SO_(2)和NO_(2)的二次转化情况;运用[NO_(3)^(-)]/[SO_(4)^(2-)]比值判断大气污染主要是固定污染源还是移动污染源。结果东河区和青山区监测点大气PM_(2.5)中SO_(4)^(2-)、NO_(3)^(-)、Cl^(-)、F^(-)、NH_(4)^(+)质量浓度M(P 25,P 75)分别为3.282(2.055,4.620)、1.510(0.747,3.284)、0.916(0.268,1.750)、0.228(0.097,0.473)、1.553(0.829,3.019)μg/m^(3)和2.856(1.720,4.963)、1.451(0.747,2.940)、0.679(0.171,1.860)、0.177(0.076,0.423)、1.408(0.672,2.272)μg/m^(3);东河区大气PM_(2.5)中硫氧化率(SOR)第一季度最高,青山区第三季度最高;东河区和青山区大气PM_(2.5)中氮氧化率(NOR)均以第一季度最高;东河区和青山区全年[NO_(3)^(-)]/[SO_(4)^(2-)]比值分别为0.49和0.48。结论包头市两城区大气PM_(2.5)中5种水溶性离子污染水平有一定差异,固定污染源为本市大气污染的主要污染源。 展开更多
关键词 细颗粒物(pm_(2.5)) 水溶性离子 污染特征
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2020—2022年苏州市大气PM_(2.5)中金属污染特征及健康风险
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作者 赵敏娴 刘强 +5 位作者 王瑛 张付刚 许红睿 李杰 沈超 周晓龙 《环境卫生学杂志》 2024年第12期981-986,1029,共7页
目的了解苏州市大气PM_(2.5)中金属污染特征,评估人群暴露健康风险。方法于2020年至2022年采集苏州市工业园区和高新区大气样本504份,分析PM_(2.5)及12种金属污染情况,使用富集因子描述金属富集程度,采用主成分分析法解析金属来源,依据... 目的了解苏州市大气PM_(2.5)中金属污染特征,评估人群暴露健康风险。方法于2020年至2022年采集苏州市工业园区和高新区大气样本504份,分析PM_(2.5)及12种金属污染情况,使用富集因子描述金属富集程度,采用主成分分析法解析金属来源,依据《化学物质环境健康风险评估技术指南》(WS/T 777-2021)中风险评估模型对PM_(2.5)中金属对人群的致癌和非致癌风险进行评估。结果研究期间工业园区和高新区PM_(2.5)浓度均值分别45.28和37.93μg/m^(3),差异无统计学意义(t=0.45,P=0.517)。工业园区和高新区金属中位浓度为104.88和95.96 ng/m^(3),差异有统计学意义(Z=-2.08,P<0.05)。工业园区锑、砷、镉、铅、硒和铊浓度高于高新区,高新区铬和镍浓度高于工业园区,差异有统计学意义(Z值为-8.48~-2.75,P<0.001)。两区金属呈现出冬高夏低的季节特征。铅、锑、镉和硒在PM_(2.5)中达中高度富集水平,金属来源主要为工业源和燃煤源。两区砷、铬(六价)的CR值大于1.0×10-6,提示有潜在的致癌风险;HQ值均低于1,提示非致癌风险较低。结论苏州市PM_(2.5)中铅、锑、镉和硒达到中高度富集水平,砷和铬(六价)有潜在致癌风险,需警惕与重视金属污染风险。 展开更多
关键词 细颗粒物 金属 富集因子 主成分分析 风险评估
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沈阳市环境空气中PM_(2.5)与O_(3)关联性分析
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作者 王男 孙学斌 +2 位作者 刘闽 李艳 周游 《环境生态学》 2024年第8期110-116,124,共8页
以东北地区典型城市沈阳市为例,运用多种监测手段,分析了沈阳市环境空气中PM_(2.5)和O_(3)的浓度及其组分的关联性,以期为PM_(2.5)与O_(3)的协同控制提供技术支撑。结果表明:春季和秋季O_(3)最大8 h滑动平均值浓度随PM_(2.5)日均浓度的... 以东北地区典型城市沈阳市为例,运用多种监测手段,分析了沈阳市环境空气中PM_(2.5)和O_(3)的浓度及其组分的关联性,以期为PM_(2.5)与O_(3)的协同控制提供技术支撑。结果表明:春季和秋季O_(3)最大8 h滑动平均值浓度随PM_(2.5)日均浓度的升高而呈现先升高后降低的趋势;夏季两者浓度在0.01水平上呈显著正相关;冬季两者浓度在0.01水平上呈显著负相关关系。春季和秋季昼间PM_(2.5)浓度越高,O_(3)小时浓度上升速率越快,夜间PM_(2.5)浓度越高,O_(3)小时浓度下降速率越快。夏季昼间、夜间O_(3)小时浓度均随PM_(2.5)浓度的升高而升高。冬季昼间、夜间O_(3)小时浓度均随PM_(2.5)浓度的升高而降低。随光化学活性水平的增强,PM_(2.5)和O_(3)的相关性逐渐减弱。中度光化学活性水平下,白天PM_(2.5)/CO的值明显高于其他光化学活性水平,但中度、重度光化学水平下,白天PM_(2.5)/CO的变化速率明显大于低、轻度光化学水平。且PM_(2.5)/CO的峰值与O_(3)峰值具有高度一致性。夏、秋2季SNA(SO_(4)^(2-)、NO_(3)^(-)、NH_(4)^(+))在PM_(2.5)中所占比例与O_(x)在0.01水平上呈显著正相关。春、夏、秋季SOA在PM_(2.5)中所占比例与O_(x)在0.01水平上呈显著正相关。 展开更多
关键词 pm_(2.5) O_(3) 协同控制 颗粒物组分
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Exposure to ambient air particulate matter and non-alcoholic fatty liver disease 被引量:11
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作者 Giovanni Tarantino Domenico Capone Carmine Finelli 《World Journal of Gastroenterology》 SCIE CAS 2013年第25期3951-3956,共6页
The present study was designed to alert the public opinion and policy makers on the supposed enhancing effects of exposure to ambient air particulate matter with aerodynamic diameters < 2.5 mm (PM 2.5 ) on non-alco... The present study was designed to alert the public opinion and policy makers on the supposed enhancing effects of exposure to ambient air particulate matter with aerodynamic diameters < 2.5 mm (PM 2.5 ) on non-alcoholic fatty liver disease (NAFLD), the most common chronic liver disease in Western countries. For far too long literature data have been fixated on pulmonary diseases and/or cardiovascular disease, as consequence of particulate exposure, ignoring the link between the explosion of obesity with related syndromes such as NAFLD and air pollution, the worst characteristics of nowadays civilization. In order to delineate a clear picture of this major health problem, further studies should investigate whether and at what extent cigarette smoking and exposure to ambient air PM 2.5 impact the natural history of patients with obesity-related NAFLD,i.e. , development of non alcoholic steatohepatitis, disease characterized by a worse prognosis due its progression towards fibrosis and hepatocarcinoma. 展开更多
关键词 Non-alcoholic fatty liver disease particulate matter with aerodynamic diameters < 2.5 μm Cytochrome P-450 Reactive oxygen species
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