atmosphere

大气
  • 文章类型: Journal Article
    精细模式气溶胶光学深度(fAOD)是大气中人为气溶胶浓度的重要代表。目前,有限的数据长度和基于卫星的数据的高度不确定性削弱了fAOD在气候研究中的适用性。这里,我们提出了一种新颖的预训练深度学习框架,可以提取每个卫星像素的底层信息,并使用它来创建新的潜在特征,可用于提高没有原位数据的区域的检索精度。使用所提出的模型,我们从2001年到2020年开发了新的全球fAOD(0.5μm)数据,在基于站点的独立验证期间,总体相关系数(R)提高了10%,在非AERONET站点区域验证中提高了15%.在过去的二十年里,全球fAOD呈明显下降趋势(-1.39×10-3/年)。与一般的深度学习模型相比,我们的方法将全球趋势以前高估的幅度每年降低7%。中国经历了最显著的下降(-5.07×10-3/年),是全球趋势的3倍。相反,印度表现出显著增长(7.86×10-4/年)。这项研究弥合了稀疏的原位观测和丰富的卫星测量之间的差距,从而改进了fAOD和其他气候因素的全球模式的预测模型。
    Fine-mode aerosol optical depth (fAOD) is a vital proxy for the concentration of anthropogenic aerosols in the atmosphere. Currently, the limited data length and high uncertainty of the satellite-based data diminish the applicability of fAOD for climate research. Here, we propose a novel pretrained deep learning framework that can extract information underlying each satellite pixel and use it to create new latent features that can be employed for improving retrieval accuracy in regions without in situ data. With the proposed model, we developed a new global fAOD (at 0.5 μm) data from 2001 to 2020, resulting in a 10% improvement in the overall correlation coefficient (R) during site-based independent validation and a 15% enhancement in non-AERONET site areas validation. Over the past two decades, there has been a noticeable downward trend in global fAOD (-1.39 × 10-3/year). Compared to the general deep-learning model, our method reduces the global trend\'s previously overestimated magnitude by 7% per year. China has experienced the most significant decline (-5.07 × 10-3/year), which is 3 times greater than the global trend. Conversely, India has shown a significant increase (7.86 × 10-4/year). This study bridges the gap between sparse in situ observations and abundant satellite measurements, thereby improving predictive models for global patterns of fAOD and other climate factors.
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  • 文章类型: Journal Article
    空气中的微塑料(MPs)是在环境中存在多年的重要污染物,具有普遍性的特点,持久性,和潜在的毒性。这项研究调查了沿海城市大气中MP的陆地和海上运输的影响,并比较了白天和夜间的差异。激光直接红外成像(LDIR)和偏振光显微镜用于表征MPs的物理和化学性质,包括数量浓度,化学类型,形状,和大小。向后的轨迹用于区分气团与海洋和陆地运输。LDIR检测到20种化学类型,橡胶(16.7%)和酚醛树脂(PFR;14.8%)是主要组分。确定了MPs的三种主要形态类型,和片段(78.1%)是优势类型。大气中的MPs集中在小粒径部分(20-50µm)。海洋运输的气团中MP的浓度为14.7个项目/m3,低于陆地运输的浓度(32.0个项目/m3)。空气中MP的数量浓度与相对湿度呈负相关。来自陆地运输的议员主要是橡胶(20.2%),而来自海运的主要是PFR(18%)。海洋运输气团中的MP比陆地运输气团中的MP年龄更大,数量浓度更低。白天空中MP的数量浓度高于晚上。这些发现可能有助于制定有针对性的控制措施和方法以减少MP污染。
    Airborne microplastics (MPs) are important pollutants that have been present in the environment for many years and are characterized by their universality, persistence, and potential toxicity. This study investigated the effects of terrestrial and marine transport of MPs in the atmosphere of a coastal city and compared the difference between daytime and nighttime. Laser direct infrared imaging (LDIR) and polarized light microscopy were used to characterize the physical and chemical properties of MPs, including number concentration, chemical types, shape, and size. Backward trajectories were used to distinguish the air masses from marine and terrestrial transport. Twenty chemical types were detected by LDIR, with rubber (16.7%) and phenol-formaldehyde resin (PFR; 14.8%) being major components. Three main morphological types of MPs were identified, and fragments (78.1%) are the dominant type. MPs in the atmosphere were concentrated in the small particle size segment (20-50 µm). The concentration of MPs in the air mass from marine transport was 14.7 items/m3 - lower than that from terrestrial transport (32.0 items/m3). The number concentration of airborne MPs was negatively correlated with relative humidity. MPs from terrestrial transport were mainly rubber (20.2%), while those from marine transport were mainly PFR (18%). MPs in the marine transport air mass were more aged and had a lower number concentration than those in the terrestrial transport air mass. The number concentration of airborne MPs is higher during the day than at night. These findings could contribute to the development of targeted control measures and methods to reduce MP pollution.
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  • 文章类型: Journal Article
    为了探索拉萨特殊生物质燃烧和悬浮粉尘造成的空气污染,本研究集中于7种非化石污染源产生的颗粒物(PM)排放的尺寸分布和化学特征。我们调查了拉萨收集的7个污染源的微量元素浓度和大小分布。结合拉萨大气颗粒物数据,已计算出富集因子(EF),以检查这些污染源对拉萨大气质量的潜在影响。生物质燃烧总元素的最高质量浓度出现在PM0.4,第二高浓度存在于0.4-1µm的尺寸分数中;生物质燃烧产生的有毒金属比例较高(12%)。悬浮粉尘和大气颗粒物的元素组成接近(As和Cd除外);PM2.5-10(PM3-10)中元素浓度最高。发现钾是主要的生物质标志物之一。悬浮粉尘中Cu的比例明显低于大气颗粒物(0.53%和3.75%),这表明还有其他人为来源。EF分析表明,Cr,Cu,Zn,生物质燃烧产生的Pb在所有粒径下都高度富集(EFs>100)。大多数微量元素的EF随粒径的减小而增加,表明人为因素对较小颗粒的影响更大。
    To explore air contamination resulting from special biomass combustion and suspended dust in Lhasa, the present study focused on the size distribution and chemical characteristics of particulate matter (PM) emission resulting from 7 types of non-fossil pollution sources. We investigated the concentration and size distribution of trace elements from 7 pollution sources collected in Lhasa. Combining Lhasa\'s atmospheric particulate matter data, enrichment factors (EFs) have been calculated to examine the potential impact of those pollution sources on the atmosphere quality of Lhasa. The highest mass concentration of total elements of biomass combustion appeared at PM0.4, and the second highest concentration existed in the size fraction 0.4-1 µm; the higher proportion (12 %) of toxic metals was produced by biomass combustion. The elemental composition of suspended dust and atmospheric particulate matter was close (except for As and Cd); the highest concentration of elements was all noted in PM2.5-10 (PM3-10). Potassium was found to be one of the main biomass markers. The proportion of Cu in suspended dust is significantly lower than that of atmospheric particulate matter (0.53 % and 3.75 %), which indicates that there are other anthropogenic sources. The EFs analysis showed that the Cr, Cu, Zn, and Pb produced by biomass combustion were highly enriched (EFs > 100) in all particle sizes. The EFs of most trace elements increased with decreasing particle size, indicating the greater influence of humanfactors on smaller particles.
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  • 文章类型: Journal Article
    硫循环的化学性质大大有助于大气成核过程,这是新粒子形成(NPF)的第一步。在本研究中,通过理论计算和大气集群动态代码模拟,全面研究了三氧化硫(SO3)与硫化氢(H2S)的环加成反应机理,硫化氢是一种典型的空气污染物和对环境有害的有毒气体。进一步分析了产物硫代硫酸(H2S2O3,TSA)的气相稳定性和成核潜力,以评估其对大气的影响。没有任何催化剂,H2S+SO3反应在24.2kcal/mol的势垒下是不可行的。大气成核前体甲酸(FA),硫酸(SA),和水(H2O)可以有效地降低反应壁垒作为催化剂,甚至可以进行无阻碍的反应,其效率为顺式SA>反式FA>反式SA>H2O。随后,研究了TSA的气相稳定性。在SA的催化作用下,单独的水解反应屏障高达61.4kcal/mol,吸热异构化反应屏障为5.1kcal/mol,证明了TSA的足够稳定性。此外,进行拓扑和动力学分析以确定TSA的成核潜力。由TSA和大气成核前体形成的大气团簇(SA,氨NH3和二甲胺DMA)是热力学稳定的。此外,TSA基簇的蒸发系数逐渐减小,特别是对于TSA-DMA,表明TSA可能参与基础分子浓度相对较高的NPF。目前的新反应机理可能有助于更好地理解大气硫循环和NPF。
    The chemistry of sulfur cycle contributes significantly to the atmospheric nucleation process, which is the first step of new particle formation (NPF). In the present study, cycloaddition reaction mechanism of sulfur trioxide (SO3) to hydrogen sulfide (H2S) which is a typical air pollutant and toxic gas detrimental to the environment were comprehensively investigate through theoretical calculations and Atmospheric Cluster Dynamic Code simulations. Gas-phase stability and nucleation potential of the product thiosulfuric acid (H2S2O3, TSA) were further analyzed to evaluate its atmospheric impact. Without any catalysts, the H2S + SO3 reaction is infeasible with a barrier of 24.2 kcal/mol. Atmospheric nucleation precursors formic acid (FA), sulfuric acid (SA), and water (H2O) could effectively lower the reaction barriers as catalysts, even to a barrierless reaction with the efficiency of cis-SA > trans-FA > trans-SA > H2O. Subsequently, the gas-phase stability of TSA was investigated. A hydrolysis reaction barrier of up to 61.4 kcal/mol alone with an endothermic isomerization reaction barrier of 5.1 kcal/mol under the catalytic effect of SA demonstrates the sufficient stability of TSA. Furthermore, topological and kinetic analysis were conducted to determine the nucleation potential of TSA. Atmospheric clusters formed by TSA and atmospheric nucleation precursors (SA, ammonia NH3, and dimethylamine DMA) were thermodynamically stable. Moreover, the gradually decreasing evaporation coefficients for TSA-base clusters, particularly for TSA-DMA, suggests that TSA may participate in NPF where the concentration of base molecules are relatively higher. The present new reaction mechanism may contributes to a better understanding of atmospheric sulfur cycle and NPF.
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  • 文章类型: Journal Article
    气相氧化剂的非均相氧化是次级有机气溶胶(SOA)的重要化学转化途径,属性,以及气溶胶对气候和健康的影响。然而,我们对这种异质化学的了解仍然不足。在这项研究中,在低和高相对湿度(RH)条件下,研究了羟基(OH)自由基对α-pine烯臭氧分解SOA的非均相氧化,重点研究了SOA分子组成的演变及其对RH的依赖性。发现SOA在OH暴露水平下的非均相氧化相当于12小时的大气老化导致颗粒质量损失在25%RH下为60%,在90%RH下为95%。非均相氧化强烈改变SOA的分子组成。随着OH暴露的增加,二聚体与单体的信号比急剧增加,特别是在高RH条件下,这表明气溶胶水比二聚体更刺激单体与OH自由基的反应。此外,典型的SOA示踪化合物,如松酸,pinonic酸,羟基松糖酸和二聚体酯(例如,C17H26O8和C19H28O7)在典型大气条件下对非均相OH氧化的寿命为数小时,这突出了在使用基于示踪剂的方法估计单萜SOA浓度时需要考虑其异质损失。我们的研究揭示了单萜SOA的非均相氧化化学,并将有助于了解它们在大气中的演变和影响。
    Heterogeneous oxidation by gas-phase oxidants is an important chemical transformation pathway of secondary organic aerosol (SOA) and plays an important role in controlling the abundance, properties, as well as climate and health impacts of aerosols. However, our knowledge on this heterogeneous chemistry remains inadequate. In this study, the heterogeneous oxidation of α-pinene ozonolysis SOA by hydroxyl (OH) radicals was investigated under both low and high relative humidity (RH) conditions, with an emphasis on the evolution of molecular composition of SOA and its RH dependence. It is found that the heterogeneous oxidation of SOA at an OH exposure level equivalent to 12 hr of atmospheric aging leads to particle mass loss of 60% at 25% RH and 95% at 90% RH. The heterogeneous oxidation strongly changes the molecular composition of SOA. The dimer-to-monomer signal ratios increase dramatically with rising OH exposure, in particular under high RH conditions, suggesting that aerosol water stimulates the reaction of monomers with OH radicals more than that of dimers. In addition, the typical SOA tracer compounds such as pinic acid, pinonic acid, hydroxy pinonic acid and dimer esters (e.g., C17H26O8 and C19H28O7) have lifetimes of several hours against heterogeneous OH oxidation under typical atmospheric conditions, which highlights the need for the consideration of their heterogeneous loss in the estimation of monoterpene SOA concentrations using tracer-based methods. Our study sheds lights on the heterogeneous oxidation chemistry of monoterpene SOA and would help to understand their evolution and impacts in the atmosphere.
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  • 文章类型: Journal Article
    颗粒硝酸盐(pNO3-)的光解已被认为是对流层中亚硝酸(HONO)的重要来源。然而,确定pNO3-(jpNO3-)的光解速率常数具有很高的不确定性。先前使用气溶胶过滤器对jpNO3进行的实验室测量由于“阴影效应”而变得复杂,“阴影效应”是气溶胶层中的一种消光现象,可能会使这些测量产生偏差。我们开发了一种方法,可以使用具有相同化学成分但不同气溶胶含量的气溶胶过滤器来校正pNO3-对HONO生产的光解速率常数(jpNO3-→HONO)的阴影效应。我们应用该方法量化了冬季霾期间华北平原(NCP)的jpNO3-→HONO。校正阴影效果后,5°C时的归一化平均jpNO3-→HONO从5.89×10-6s-1增加到1.72×10-5s-1。jpNO3-→HONO随pH值和PM2.5中硝酸盐含量的增加而降低,与硝酸盐浓度无关。开发了jpNO3-→HONO的参数化方法,用于在NCP和类似环境中进行HONO生产的模型模拟。
    The photolysis of particulate nitrate (pNO3-) has been suggested to be an important source of nitrous acid (HONO) in the troposphere. However, determining the photolysis rate constant of pNO3- (jpNO3-) suffers from high uncertainty. Prior laboratory measurements of jpNO3- using aerosol filters have been complicated by the \"shadow effect\"─a phenomenon of light extinction within aerosol layers that potentially skews these measurements. We developed a method to correct the shadow effect on the photolysis rate constant of pNO3- for HONO production (jpNO3- → HONO) using aerosol filters with identical chemical compositions but different aerosol loadings. We applied the method to quantify jpNO3- → HONO over the North China Plain (NCP) during the winter haze period. After correcting for the shadow effect, the normalized average jpNO3- → HONO at 5 °C increased from 5.89 × 10-6 s-1 to 1.72 × 10-5 s-1. The jpNO3- → HONO decreased with increasing pH and nitrate proportions in PM2.5 and had no correlation with nitrate concentrations. A parametrization for jpNO3- → HONO was developed for model simulation of HONO production in NCP and similar environments.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    大气微塑料是水生和陆地系统环境污染的重要贡献者,并带来潜在的生态风险。然而,在青藏高原的城市地区,关于大气微塑料的研究仍然有限,气候变暖下气候和环境变化的前哨地区。在这项研究中,对2023年2月藏历新年期间拉萨市收集的悬浮大气微塑料样品进行大气微塑料的发生情况和潜在生态风险调查。结果表明,拉萨地区大气微塑料平均丰度为7.15±2.46MPm-3。检测到的微塑料的尺寸范围为20.34至297.18μm,其中约87%小于100μm。破碎的微塑料(95.76%)是主要的形状,其次是纤维(3.75%)和颗粒(0.49%)。鉴定的主要聚合物化学组分是聚酰胺(68.73%)和聚苯乙烯(16.61%)。对气象资料和后向轨迹模型的分析表明,拉萨的气团主要受西向控制,大气微塑料主要来源于远距离的大气运输。潜在生态风险指数评估显示,拉萨大气微塑料污染相对较低。本研究为今后开展拉萨等生态敏感城市大气微塑料污染防治研究提供了宝贵的见解和科学依据。
    Atmospheric microplastics are important contributors to environmental contamination in aquatic and terrestrial systems and pose potential ecological risks. However, studies on atmospheric microplastics are still limited in urban regions of the Tibetan Plateau, a sentinel region for climate and environmental change under a warming climate. In this study, the occurrence and potential ecological risk of atmospheric microplastics were investigated in samples of suspended atmospheric microplastics collected in Lhasa city during the Tibetan New Year in February 2023. The results show that the average abundance of atmospheric microplastics in Lhasa was 7.15 ± 2.46 MPs m-3. The sizes of the detected microplastics ranged from 20.34 to 297.18 μm, approximately 87% of which were smaller than 100 μm. Fragmented microplastics (95.76%) were the dominant shape, followed by fibres (3.75%) and pellets (0.49%). The primary polymer chemical components identified were polyamide (68.73%) and polystyrene (16.61%). The analysis of meteorological data and the backwards trajectory model indicated the air mass in Lhasa mainly controlled by westwards, and the atmospheric microplastics mainly originated from long-distance atmospheric transport. The potential ecological risk index assessment revealed that the atmospheric microplastic pollution in Lhasa was relatively low. This study provides valuable insights and a scientific foundation for future research on the prevention and control of atmospheric microplastic pollution in Lhasa and other ecologically sensitive cities.
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  • 文章类型: Journal Article
    重金属在农产物中的积聚已成为人们存眷的主要成绩。以前的研究集中在土壤中重金属的运输及其在作物中的积累。然而,最近的研究表明,小麦的叶子,耳朵,和遮阳篷也可以运输和积累重金属。小麦籽粒受两种重金属来源的影响:土壤污染和大气沉降。了解重金属在土壤中的迁移特性,大气沉降,小麦,每个37个样品为小麦根际土壤,小麦根,茎,叶子,收集了谷物。从临曙县(北部地区)收集了15个大气干沉降和大气湿沉降样品,中国。根据测试数据,分析了研究区重金属的特征及其分布规律。利用皮尔逊相关和冗余分析研究了不同来源作物中重金属的迁移规律。最后,利用多元线性回归分析建立了小麦籽粒中重金属的预测模型。小麦根间重金属分布存在显著差异,茎,叶子,和谷物。大气沉降中重金属的变异系数相对较高,表明受人类活动影响的可辨别的空间格局。值得注意的是,小麦籽粒中重金属的浓度与大气中汞的沉降呈正相关,Cd,和Pb。相反,小麦籽粒中的锌和镍水平与土壤锌呈显著负相关,Ni,pH值,和OM内容。不同来源的重金属元素对谷物重金属含量的影响不同。具体来说,大气沉降是小麦籽粒中汞和铅的主要来源,而Cd,Ni,Cu,锌主要来自土壤。使用多元线性回归模型,我们可以准确地预测汞,Pb,Cd,Ni,Zn,以及作物谷物中的浓度。该模型有助于定量评价研究区农作物重金属积累的生态风险。
    Heavy metal accumulation in agricultural products has become a major concern. Previous studies have focused on the transport of heavy metals from the soil and their accumulation in crops. However, recent studies revealed that wheat leaves, ears, and awns can also transport and accumulate heavy metals. Wheat grains can be influenced by two sources of heavy metals: soil contamination and atmospheric deposition. To comprehend the transport characteristics of heavy metals in soil, atmospheric deposition, and wheat, 37 samples each for wheat rhizosphere soil, wheat roots, stems, leaves, and grains were collected. Fifteen samples of atmospheric dry deposition and atmospheric wet deposition were collected from Linshu County (northern area), China. Based on the test data, the characteristics of heavy metals and their distribution in the study area were analyzed. Migration patterns of heavy metals in crops from different sources were investigated using Pearson correlation and redundancy analysis. Finally, a predictive model for heavy metals in wheat grains was developed using multiple linear regression analysis. Significant disparities in the distribution of heavy metals existed among wheat roots, stems, leaves, and grains. The coefficient of variation of heavy metals in atmospheric deposition was relatively high, indicating discernible spatial patterns influenced by human activities. Notably, a positive correlation was observed between the concentration of heavy metals in wheat grains and atmospheric deposition of Hg, Cd, and Pb. Conversely, Zn and Ni levels in wheat grains were significantly negatively associated with soil Zn, Ni, pH, and OM content. The contribution of heavy metal elements from different sources varied in their impact on the grain\'s heavy metal content. Specifically, atmospheric deposition was the primary source of Hg and Pb in wheat grains, while Cd, Ni, Cu, and Zn were predominantly derived from soil. Using a multiple linear regression model, we could accurately predict Hg, Pb, Cd, Ni, Zn, and As concentrations in crop grains. This model can facilitate quantitative evaluation of ecological risk of heavy metals accumulation in crops in the study area.
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  • 文章类型: Journal Article
    全球气候区正在经历广泛的变化,大气中二氧化碳的持续增加,影响植被生长并改变其分布以挑战生态系统的结构和功能。对生态和社会安全构成威胁。然而,大气二氧化碳的上升如何影响全球气候区变化的速度是高度不确定的。迫切需要更多的关注,以了解应对二氧化碳上升的区域气候脆弱性的基本机制和量化。在这项研究中,我们使用CMIP6的九个地球系统模型来研究全球气候区随CO2上升的变化,揭示植被生理反应(PHY)的影响,并根据气候区变化的程度对气候脆弱地区进行分类。我们发现气候区重塑了全球一半以上的陆地面积,其中16.8%由4×CO2下的PHY贡献。有趣的是,除了变暖,PHY引起的降水变化及其与变暖的相互作用操纵了约五分之二的PHY强迫变化,为气候区变化的未来预测提供有效的模型改进建议。辅以PHY效果,4×CO2在全球陆地面积的五分之一上造成了巨大的气候区变化,表明当地气候和生态系统的结构和功能发生了重大变化。因此,这些地区将经历强烈的气候脆弱性,面临极端气候的高风险,水资源短缺和粮食生产。我们的结果定量地识别了脆弱区域,并解开了潜在的驱动因素,提供科学见解,优先考虑保护和恢复工作,以确保全球生态和社会安全。
    Global climate zones are experiencing widespread shifts with ongoing rise in atmospheric CO2, influencing vegetation growth and shifting its distributions to challenge ecosystem structure and function, posing threats on ecological and societal safety. However, how rising atmospheric CO2 affects the pace of global climate zone shifts is highly uncertain. More attentions are urgently required to understand the underlying mechanisms and quantifications of regional climate vulnerability in response to rising CO2. In this study, we employ nine Earth system models from CMIP6 to investigate global climate zone shifts with rising CO2, unravel the effects of vegetation physiological response (PHY), and categorize climate vulnerable regions depending on the extent of climate zone shifts. We find that climate zone shifts over half of the global land area, 16.8% of which is contributed by PHY at 4 × CO2. Intriguingly, besides warming, PHY-induced precipitation changes and their interactions with warming dominate about two-fifths of PHY-forced shifts, providing potential direction for model improvement in future predictions of climate zone shifts. Aided with PHY effects, 4 × CO2 imposes substantial climate zone shifts over about one-fifth of the global land area, suggesting substantial changes in local climate and ecosystem structure and functions. Hence, those regions would experience strong climate vulnerability, and face high risk of climate extremes, water scarcity and food production. Our results quantitatively identify the vulnerable regions and unravel the underlying drivers, providing scientific insights to prioritize conservation and restoration efforts to ensure ecological and social safety globally.
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