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1.
Tropospheric ozone concentrations, which are an important air pollutant, are modeled by the use of an artificial intelligence structure. Data obtained from air pollution measurement stations in the city of Istanbul are utilized in constituting the model. A supervised algorithm for the evaluation of ozone concentration using a genetically trained multi-level cellular neural network （ML-CNN） is introduced, developed, and applied to real data. A genetic algorithm is used in the optimization of CNN templates. The model results and the actual measurement results are compared and statistically evaluated. It is observed that seasonal changes in ozone concentrations are reflected effectively by the concentrations estimated by the multilevel-CNN model structure, with a correlation value of 0.57 ascertained between actual and model results. It is shown that the multilevel-CNN modeling technique is as satisfactory as other modeling techniques in associating the data in a complex medium in air pollution applications. 相似文献
2.
R. B. Zaripov I. B. Konovalov I. N. Kuznetsova I. B. Belikov A. M. Zvyagintsev 《Russian Meteorology and Hydrology》2011,36(4):249-257
Results of joint calculations with meteorological WRF ARW model and chemistry transport CHIMERE model are considered as a
basis of the modern system of the air quality assessment and forecasting. The system was designed in the Russian Hydrometeorological
Center and Institute of Applied Physics of the Russian Academy of Sciences. Detailed prognostic information about the atmosphere
state provided by the WRF ARW was used in the CHIMERE model for describing the air mass transport processes, chemical transformation,
and pollution deposition. Results of retrieval and forecast of surface ozone concentration as one of main air quality indicators
are under consideration. Calculations of ozone concentrations for different configurations of a prognostic system differ in
resolution of model grid and in the way the boundary conditions are prescribed. 相似文献
3.
南昌市环境空气臭氧污染现状分析 总被引：2，自引：0，他引：2
利用南昌市省外办环境空气监测点2003—2006年臭氧监测资料,使用综合污染指数法和国家《环境空气质量标准》进行分析评价。分析结果表明,南昌市省外办监测点环境空气中臭氧污染已经达到一定程度,2006年臭氧年日均值达0.203 mg/m3,年日均值超标率为12.63%;臭氧污染指数为2.03,污染负荷高达53.88%,比目前最为关注的污染物(可吸入颗粒物)污染负荷高39.07%。臭氧已成为城市环境空气中的主要污染物之一,尤其是每年的9月和10月,其污染更为严重。建议全省各城市积极创造条件开展环境空气臭氧监测,并纳入必测项目参加评价;环保部门应加强与气象部门的合作,科学分析江西环境空气臭氧污染原因,提出防治措施。 相似文献
4.
Numerical modeling of pollutant transport and chemistry during a high‐ozone event in northern Taiwan
ZIFA WANG WEIMING SHA HIROMASA UEDA 《Tellus. Series B, Chemical and physical meteorology》2000,52(5):1189-1205
An air pollution prediction model system (APOPS) is developed and applied to northern Taiwan with complex terrain and local thermal circulations. It consists of a nonhydrostatic mesoscale meteoro‐logical model system (MMPMS) and a gas/aerosol transport and air quality model (GATAM). The basic processes relevant to modeling the urban air pollution problems such as meteorology, dispersion, chemistry and deposition are solved at the same time on practically the same grid. The APOPS was tested on a high‐ozone event in northern Taiwan on 16 November 1998. Comparison with observed surface winds shows able to predict local flow patterns such as sea/land breezes and mountain‐valley wind in this high air pollution episode. The predicted surface concentrations of ozone and other pollutants are compared with measured values, and a fairly good agreement with the mean normalized biases of −6%, −11%, for one‐day simulation and for daytime, respectively, is obtained for ozone. Thus, it is confirmed that the APOPS can be utilized to predict urban air quality in complex terrain area. 相似文献
5.
Interaction between local and regional pollution during Escompte 2001: impact on surface ozone concentrations (IOP2a and 2b) 总被引：2，自引：0，他引：2
Escompte, a European programme which took place in the Marseille region in June–July 2001, has been designed as an exhaustive database to be used for the development and validation of air pollution models. The air quality Mesoscale NonHydrostatic Chemistry model (Meso-NH-C) is used to simulate 2 days of an Intensive Observation Period (IOP) documented during the Escompte campaign, June 23 and 24, 2001. We first study the synoptic and local meteorological situation on June 23 and 24, using surface and aircraft measurements. Then, we focus on the pollution episode of June 24. This study emphasizes the deep impact of synoptic and local dynamics on observed ozone concentrations. It is shown that ozone levels are due both to regional and local factors, with highlights of the importance of ozone layering. More generally this confirms, even in an otherwise predominant local sea-breeze regime, the need to consider larger scale regional pollutant transport. 相似文献
6.
Models-3空气质量模式对兰州市污染物输送的模拟 总被引：23，自引：7，他引：16
较详细地介绍了美国环保总局的第三代空气质量模式系统Models-3的特点,并且针对兰州市冬季采暖期污染严重的特点,选取2002年12月份的个例,将兰州市最新的大气污染源资料加入模式中．对模式进行调试并检验了该模式对兰州污染的模拟性能。从模式对SO2,NO2和O3等几种大气污染物浓度的模拟结果与监测资料对比分析,表明该模式系统较好地模拟出了SO2,NO2的空间分布格局,模拟结果与监测结果比较吻合,而且模式模拟的污染物浓度场比较均匀;模式模拟的O3的日变化规律与资料分析结论基本一致,也符合O3的生成机理。因此该模式系统对于复杂地形条件下的城市污染物输送具有一定的模拟能力。 相似文献
7.
Peter Nojarov Peter Ivanov Ivo Kalapov Ilia Penev Mirolujba Drenska 《Theoretical and Applied Climatology》2009,98(1-2):201-208
Connection between ozone concentration and atmosphere circulation is investigated based on measurements at BEO station, peak Moussala (2,925 m a.s.l.), for the period 09 August 2006 to 29 January 2008. Ozone concentration data are collected with UV-analyzer “Environnement O3 42” and meteo data with weather station “Vaisala”. There are measurements of 7Be. Data from NOAA HYSPLIT model for particle trajectories are also used. Eight wind directions and three ranges of wind velocities are employed in the analysis. A comparison of ozone concentrations in upward and downward air transport according to HYSPLIT model is made. The number of cases with ozone concentration above 63 ppb has been counted. Mann–Whitney nonparametric test is employed as a basic statistical method. Correlation between atmosphere pressure and tropospheric ozone content is made. The same is done for 7Be and ozone. The main conclusion is that there is not any local or regional pollution effect detectable at peak Moussala, but most of the ozone measured is due to emissions of hydrocarbons and NO x over a larger region. There could be some regional sources of ozone building substances in southwest direction from peak Moussala. Air transported from the north quarter has higher ozone concentrations compared to the south quarter. In vertical direction, upward transport of air masses shows higher values of ozone concentration. Higher wind velocity is associated with low ozone concentrations at peak Moussala. The annual course of ozone concentration has summer maximum and winter minimum. There is right connection between air pressure and ozone concentration. The same is valid for the correlation between 7Be and ozone. Diurnal ozone course shows daytime maximum in winter and nighttime maximum in summer. 相似文献
8.
William R. Stockwell Rosa M. Fitzgerald Duanjun Lu Roberto Perea 《Journal of Atmospheric Chemistry》2013,70(1):91-104
The objective of this study is to present differences in the variability of observed and ozone-mixing ratios simulated by a three-dimensional atmospheric chemical model using two chemical mechanisms. In this study the Comprehensive Air Quality Model with Extensions is used to make ozone simulations with the Carbon Bond mechanism, versions 4 and 5. The Paso del Norte region is used as a test-bed for these simulations. The shared variance between the simulations and measurements is typical for air quality models ranging from 0.51 to 0.86 for both mechanisms. The smallest mean normalized gross error is about 31 % with CB4 but the normalized bias is over 30 % as well. Boundary conditions, emissions and other factors affect the levels of ozone of the simulated mixing ratios and therefore error and bias but these factors have a much less affect on the simulated ozone variability. The differences in the ozone variability of the measurements and the simulations are very large and different for the two chemical mechanisms. There are many more instances of low ozone mixing ratios in the measurements than in the simulated ozone. One possible explanation is that these differences are due to problems associated with comparing point measurements with grid averages. A more disturbing possibility is that the bias could be due to the procedures used in the development and testing of air quality modeling systems. Air quality mechanisms are evaluated against environmental chamber data where the chemistry occurs at high concentrations and this may lead to a systematic positive bias in ozone simulations. 相似文献
9.
S. A. Penkett K. C. Clemitshaw N. H. Savage R. A. Burgess L. M. Cardenas L. J. Carpenter G. G. McFadyen J. N. Cape 《Journal of Atmospheric Chemistry》1999,33(2):111-128
Detailed studies have been made of the behaviour of gases and radicals involved in the production of oxidants at the Weybourne Atmospheric Observatory in both summertime and wintertime conditions. In June 1995 the range of meteorological conditions experienced varied such that ozone destruction was observed in clean northerly air flows reaching Weybourne down the North Sea from the Arctic, and ozone production was observed in varying degrees in air with different loadings of nitrogen oxides and other precursors. The transition point for ozone destruction to ozone production occurred at a nitric oxide concentration of the order of 50 pptv. Plumes of polluted air from various urban areas in the U.K. were experienced in the June campaign at Weybourne. Quantitative studies of ozone production in a plume from the Birmingham conurbation on 18 June 1995 showed that the measurement of ozone production agreed well with calculated production rates from the product of the nitric oxide and peroxy radical concentrations (r2=0.9). In wintertime conditions (October–November 1994) evidence was also found for oxidant production, defined as the sum of O3+NO2. At this time of year the peroxy radical concentrations (RO2) were much lower than observed in the summertime and the nitric oxide (NO) was much higher. There was still sufficient RO2 during the day, however, for a slow accumulation of oxidant. Confirmatory evidence for this comes from the diurnal co-variance of (O3+NO2) with PAN, an excellent tracer of tropospheric photochemistry. The same type of covariance occurs in summer between PAN and ozone. The results obtained in these series of measurements are pertinent to understanding the measures necessary to control production of regional photochemical air pollution, and to the production of ozone throughout the northern hemisphere in winter. 相似文献
10.
大气污染资料同化与应用综述 总被引：1，自引：0，他引：1
我国正面临以高浓度臭氧和细颗粒物为典型特征的大气复合污染问题,对其进行模拟和预报是有效应对大气污染的关键。大气复合污染预报的不确定性来源复杂,同时存在化学非线性的影响,各种模式输入不确定性对模拟预报影响的时空差异较大,从而导致很多不确定性约束方法难以确定关键的不确定性因子而进行有针对性的约束和订正。利用资料同化方法融合模式、多源观测等信息,减小模式输入数据的不确定性成为提升大气污染模拟预报精度的关键。本文将简要介绍大气污染资料同化相关的模式不确定性、同化算法以及污染物浓度场同化、源反演研究上的进展,探讨大气污染资料同化面临的主要挑战和发展趋势。 相似文献
11.
Sinnhuber B.-M. Müller R. Langer J. Bovensmann H. Eyring V. Klein U. Trentmann J. Burrows J. P. Künzi K. F. 《Journal of Atmospheric Chemistry》1999,34(3):281-290
In this study measurements of mid-stratospheric Arctic ozone are compared with model simulations. The measurements obtained at Spitsbergen (79°N, 12°E) by ground based millimeter-wave radiometry exhibit large day to day variabilities as well as periods with low ozone. To interpret these measurements, calculations were made using the new photochemical box-trajectory model BRAPHO, with air parcel trajectories calculated from analyzed wind fields. Using a relatively simple approach, the model reproduces the observed ozone variability well, including inter-annual variations. The explanation for the observed ozone behavior is that at these altitudes ozone is determined by what we call dynamically controlled photochemistry. This means that the photochemical evolution of the ozone volume mixing ratio is mainly controlled by the atmospheric dynamics, in particular the solar zenith angle the air parcel has experienced. 相似文献
12.
大城市气溶胶对光化辐射通量及臭氧的影响研究(Ⅱ)——数值试验分析 总被引：16，自引：8，他引：8
城市化已引起大量痕量气态污染物、气溶胶以及臭氧前体物的人为排放,从而引起区域大气化学循环的扰动变化。在分析国内外研究现状与观测实例的基础上,进一步用辐射模式与化学模式研究了气溶胶对到达地面的光化辐射通量以及臭氧形成的影响,表明气溶胶可显著减小到达地面的光化学辐射通量,减缓光化学反应进程,并进一步抑制臭氧的形成;在目前广州等大城市的污染过程中,高浓度的气溶胶可造成光化学辐射通量衰减高达70%~80%,紫外线的衰减比可见光更明显,在可见光波段随波长增大衰减幅度减小,气溶胶层的存在对短波长激发的光化学过程的影响更加显著。分析说明城市污染大气中光化学反应的生成物与反应物之间存在自抑制过程,在目前的城市群复合污染情况下,气溶胶与臭氧之间的非线性相互作用值得关注。 相似文献
13.
晴空或少云状况下紫外辐射强度及指数预报模式 总被引：4，自引：0，他引：4
在大气辐射传输理论的基础上，利用中分辨率大气辐射传输系统，应用可测得的实际大气物理参数，建立睛空或少云天气状况下石家庄市紫外波段（280-400nm)辐射强度及指数预报模式，考虑了臭氧的两个吸收带。晴空条件下的散射主要考虑了分子和气溶胶的多次散射，少云时还考虑了云对紫外辐射的影响。其中多次散射的计算采用子离散坐标法。且对由于臭氧实时资料的短缺造成的误差进行了系统订正，并将订正结果与实况资料进行了对比。结果表明，由模式客观预报紫外辐射强度是可行的。 相似文献
14.
Human driven environmental changes increase the concentrations of polluting reactive compounds in the troposphere, such as ozone and nitrogen oxides. These changes lead to biodiversity losses and alter plant physiology and plant-pollinator interactions, essential for pollination services, with potential consequences for agricultural production. Here we used 133 unique sampling events from NW Europe to investigate how air pollution (ozone and nitrogen oxides) and other sources of nitrogen is related to pollinator visitation rate and their contribution to agricultural production, also considering possible interactive effects with landscape quality and pesticide input. We showed that ozone modulates the effect of pesticide exposure and temperature on crop pollinators, increasing the probability of negative impacts on crop pollination. Indeed, when ozone levels are highest, the strength of the effect of pesticide on pollinators is more than double then when ozone levels are intermediate. This indicates that air pollution should be considered in management plans and policies aiming to safeguard biodiversity and promote more sustainable food production practices. 相似文献
15.
Numerical Simulation Study on the Impacts of Tropospheric O3 and CO2 Concentration Changes on Winter Wheat.Part I: Model Description 
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下载免费PDF全文 Ozone is well documented as the air pollutant most damaging to agricultural crops and other plants.It is reported that tropospheric O3 concentration increases rapidly in recent 20 years. Evaluating and predicting impacts of ozone concentration changes on crops are drawing great attention in the scientific community. In China, main study method about this filed is controlled experiments, for example, Open Top Chambers. But numerical simulation study about impacts of ozone on crops with crop model was developed slowly, what is more, the study about combined impacts of ozone and carbon dioxide has not been reported.The improved agroecosystem model is presented to evaluate simultaneously impacts of tropospheric O3 and CO2 concentration changes on crops in the paper by integrating algorithms about impacts of ozone on photosynthesis with an existing agroecosystem biogeochemical model (named as DNDC). The main
physiological processes of crop growth (phenology, leaf area index, photosynthesis, respiration, assimilated allocation and so on) in the former DNDC are kept. The algorithms about impacts of ozone on photosynthesis and winter wheat leaf are added in the modified DNDC model in order to reveal impacts of ozone and carbon dioxide on growth, development, and yield formation of winter wheat by coupling the simulation about impacts of carbon dioxide on photosynthesis of winter wheat which exists in the former DNDC. In
the paper, firstly assimilate allocation algorithms and some genetic parameters (such as daily thermal time of every development stage) were modified in order that DNDC can be applicable in North China. Secondly impacts of ozone on crops were simulated with two different methods-one was impacts of ozone on light use efficiency , and the other was direct effects of ozone on leaves photosynthesis. The latter simulated results are closer to experiment measurements through comparing their simulating results. At last the method of direct impacts of ozone on leaf growth is adopted and the coe cients about impacts of ozone on leaf growth
and death are ascertained. Effects of climate changes, increasing ozone, and carbon dioxide concentration on agroecosystem are tried to be simulated numerically in the study which is considered to be advanced and credible. 相似文献
16.
Numerical Simulation Study on the Impacts of Tropospheric and CO_2 Concentration Changes on Winter Wheat. Part I: Model Description 下载免费PDF全文
下载免费PDF全文 Ozone is well documented as the air pollutant most damaging to agricultural crops and other plants. It is reported that tropospheric O3 concentration increases rapidly in recent 20 years. Evaluating and predicting impacts of ozone concentration changes on crops are drawing great attention in the scientific community. In China, main study method about this filed is controlled experiments, for example, Open Top Chambers. But numerical simulation study about impacts of ozone on crops with crop model was developed slowly, what is more, the study about combined impacts of ozone and carbon dioxide has not been reported. The improved agroecosystem model is presented to evaluate simultaneously impacts of tropospheric O3 and CO2 concentration changes on crops in the paper by integrating algorithms about impacts of ozone on photosynthesis with an existing agroecosystem biogeochemical model (named as DNDC). The main physiological processes of crop growth (phenology, leaf area index, photosynthesis, respiration, assimilated allocation and so on) in the former DNDC are kept. The algorithms about impacts of ozone on photosynthesis and winter wheat leaf are added in the modified DNDC model in order to reveal impacts of ozone and carbon dioxide on growth, development, and yield formation of winter wheat by coupling the simulation about impacts of carbon dioxide on photosynthesis of winter wheat which exists in the former DNDC. In the paper, firstly assimilate allocation algorithms and some genetic parameters (such as daily thermal time of every development stage) were modified in order that DNDC can be applicable in North China. Secondly impacts of ozone on crops were simulated with two different methods- one was impacts of ozone on light use efficiency, and the other was direct effects of ozone on leaves photosynthesis. The latter simulated results are closer to experiment measurements through comparing their simulating results. At last the method of direct impacts of ozone on leaf growth is adopted and the coefficients about impacts of ozone on leaf growth and death are ascertained. Effects of climate changes, increasing ozone, and carbon dioxide concentration on agroecosystem are tried to be simulated numerically in the study which is considered to be advanced and credible. 相似文献
17.
利用2015—2019年辽宁城市逐小时地面O3浓度观测数据,结合各城市逐小时气象要素观测数据,分析了辽宁地区近5 a的O3污染状况及影响O3的相关气象条件。结果表明：除环辽东湾部分城市O3浓度呈下降趋势外,辽宁地区其他城市的O3浓度均呈明显的上升趋势,O3正取代PM2.5成为影响辽宁地区的首要大气污染物。O3浓度具有夏季高、冬季低,下午高、早晨低的时间分布特征。除受污染排放源直接影响外,高温、高湿、强辐射、小风和地面低气压都有利于O3的局地生成;在亚洲夏季风的影响下,上游地区（如京津冀地区）的污染气团会随大气环流向东北地区输送,对辽宁地区夏季O3污染产生重要影响。 相似文献
18.
A. R. Rickard G. Salisbury P. S. Monks A. C. Lewis S. Baugitte B. J. Bandy K. C. Clemitshaw S. A. Penkett 《Journal of Atmospheric Chemistry》2002,43(2):107-134
Ozone production efficiencies (EN), which can be defined as the netnumber of ozone molecules produced per molecule of NOxoxidised, have been calculated from measurements taken during three intensive field campaigns (one in the spring, EASE 96, and two in the summer, EASE 97 and TIGER 95), at two European coastal sites (Mace Head, Ireland (EASE) and Weybourne, Norfolk (TIGER)) impacted by polluted air masses originating from both the U.K. and continental Europe, as well as relatively clean oceanic air masses from the Arctic and Atlantic. From a detailed wind sector analysis of the EASE 96 and 97 data it is clear that two general types of pollution regime were encountered at Mace Head. The calculated ozone production efficiency in clean oceanic air masses was approximately 65, which contrasted to more polluted air, from the U.K. and the continental European plume, where the efficiency decreased to between 4 and 6. The latter values of ENagree well with literature measurements conducted downwind of various urban centres in the U.S. and Europe, which are summarised in a wide-ranging review table. The EN value calculated for clean oceanic air is effectivelyan upper limit, owing to the relatively rapid deposition of HNO3 tothe ocean. Consideration of the variation of EN with NOx forthe three campaigns suggests that ozone production efficiency is relatively insensitive to both geographical location and season. The measuredEN values are also compared with values derived from steady-state expressions. An observed anti-correlation between EN and measured ozone tendencyis briefly discussed. 相似文献
19.
近年来近地面臭氧问题日益凸显,成为影响空气质量持续改善的瓶颈.本研究基于2017年8—9月在湖州市城区开展的为期1个月的臭氧及其前体物挥发性有机物（VOCs）和氮氧化物（NOx）在线观测数据,分析了臭氧及其前体物污染特征,利用正矩阵因子分析（PMF）解析了VOCs来源,并采用基于观测的模型（OBM）对臭氧生成机制进行研究.研究结果表明：1）观测期间湖州市VOCs平均体积分数为（24.78±9.10）×10-9,其中占比最高的组成为烷烃、含氧VOCs （OVOCs）和卤代烃;2）在臭氧非超标时段,湖州市臭氧生成处于VOCs控制区,而在臭氧重污染期间湖州市处于以VOCs控制为主的过渡区;3）在臭氧超标时段,对臭氧生成潜势（OFP）贡献最大的是芳香烃（39.6%）,其次是烯烃（21.5%）和OVOCs （19.4%）,排名前三的关键组分为甲苯、乙烯和间/对二甲苯;4）源解析结果显示观测期间湖州市VOCs的主要来源是溶剂使用（27.0%）、交通排放（22.7%）、背景+传输（19.3%）、工业排放（16.9%）、汽油挥发（7.7%）和植物排放（6.4%）,重污染过程期间对OFP贡献最大的两类源是交通排放源和溶剂使用源,贡献百分比分别为35.1%和30.5%.因此,对交通排放和溶剂使用方面进行控制管理对湖州市大气臭氧污染防控有重要意义. 相似文献
20.
基于2017-2019年河源市空气质量数据,分析了河源市首要污染物的年际变化特征,同时利用2019年东埔国控站点的首要污染物与气象要素进行了相关性分析,并以典型污染日为案例,分析了气象条件对污染过程的影响。结果表明：2017-2019年细颗粒物（PM2.5）污染日比重大幅度降低,以臭氧（O3）为首要污染物的污染日逐年增加,污染形式逐渐从颗粒物污染向臭氧污染发生转变。O3浓度与温度和湿度分别呈正负相关关系,高浓度O3主要出现在（20-30℃,25%-55%）阈值之间,在吹西北偏北风时O3浓度也较高。PM2.5和PM10与湿度也呈负相关关系,温度与湿度组合在（8-13℃,40%-55%）范围内时两者容易同时出现高值;在夏季PM2.5和PM10还与温度具有较强的正相关关系,这意味着高温情况下河源有出现颗粒物与O3复合污染的可能。河源市典型污染日具有风速较小局部扩散不利的特征,低温低湿条件下容易出现PM2.5污染,且主要受到区域的传输影响;而高温低湿条件下容易发生O3污染,且较高的前体物浓度容易加剧O3的本地污染。 相似文献