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1.
High-resolution modeling approach is increasingly being considered as a necessary step for improving the monitoring and predictions of regional air quality. This is especially true for highly urbanized region with complex terrain and land-use. This study uses Community Multiscale Air Quality (CMAQ) model coupled with MM5 mesoscale model for a comprehensive analysis to assess the suitability of such high-resolution modeling system in predicting ozone air quality in the complex terrains of Osaka, Japan. The 1-km and 3-km grid domains were nested inside a 9-km domain and the domain with 1-km grid covered the Osaka region. High-resolution Grid Point Value-Mesoscale Model (GPV-MSM) data were used after suitable validation. The simulated ozone concentrations were validated and evaluated using statistical metrics using performance criteria set for ozone. Daily maxima of ozone were found better simulated by the 1-km grid domain than the coarser 9-km and 3-km domains, with the maximum improvement in the mean absolute gross error about 3 ppbv. In addition, 1-km grid results fared better than other grids at most of the observation stations that showed noticeable di erences in gross error as well as correlation. These results amply justify the use of the integrated high-resolution MM5-CMAQ modeling system in the highly urbanized region, such as the Osaka region, which has complex terrain and land-use.  相似文献   
2.
上海市城郊臭氧浓度变化分析及模拟预报   总被引:2,自引:0,他引:2  
利用上海市普陀、南汇、淀山湖3个臭氧观测站2005年的臭氧小时观测资料,首先对市区和郊区的大气臭氧浓度的污染特征和变化情况进行了分析,结果表明,上海市郊区的臭氧浓度和污染水平高于市区,且臭氧浓度日变化在市区呈现明显的双峰现象,而郊区则是单峰型变化规律。然后运用基于统计学理论的最小二乘支持向量机(LSSVM)方法对3个站的日(24h)平均和白日(12h)平均以及日最大值臭氧浓度进行预测,得到较好的预报效果。  相似文献   
3.
We assessed the ability of the MM5/CMAQ model to predict ozone (O3) air quality over the Kanto area and to investigate the factors that a ect simulation of O3. We find that the coupled MM5/CMAQ model is a useful tool for the analysis of urban environmental problems. The simulation results were compared with observational data and were found to accurately replicate most of the important observed characteristics. The initial and boundary conditions were found to have a significant e ect on simulated O3 concentrations. The results show that on hot and dry days with high O3 concentration, the CMAQ model provides a poor simulation of O3 maxima when using initial and boundary conditions derived from the CMAQ default data. The simulation of peak O3 concentrations is improved with the JCAP initial and boundary conditions. On mild days, the default CMAQ initial and boundary conditions provide a more realistic simulation. Meteorological conditions also have a strong impact on the simulated distribution and accumulation of O3 concentrations in this area. Low O3 concentrations are simulated during mild weather conditions, and high concentrations are predicted during hot and dry weather. By investigating the e ects of di erent meteorological conditions on each model process, we find that advection and di usion di er the most between the two meteorological regimes. Thus, di erences in the winds that govern the transport of O3 and its precursors are likely the most important meteorological drivers of ozone concentration over the central Kanto area.  相似文献   
4.
臭氧污染对不同品种小麦养分吸收与分配的影响   总被引:1,自引:0,他引:1  
近地层臭氧(O3)污染会危害植物生长,势必间接影响氮素吸收利用.本研究利用开放式臭氧污染(Free-air O3 concentration enrichment,O3FACE)研究平台,研究了大气O3浓度增加(比周围大气高50%)对长江三角洲地区5个冬小麦(Tritcium aestivum L.)主栽品种(扬麦15、扬麦16、烟农19、扬幅麦2号和嘉兴002)的物质积累、氮素吸收与分配的影响.结果显示,O3浓度升高对秸秆和籽粒的影响远大于根系.烟农19、嘉兴002和扬麦16的产量因O3浓度升高而减少,而扬麦15和扬幅麦2号产量则变化不大.扬幅麦2号与嘉兴002的秸秆干物重因O3浓度升高而显著增加,扬麦15与烟农19分别呈增大与降低趋势,而扬麦16则无变化表明O3污染对小麦干物质积累与分配的影响存在品种差异.O3浓度升高影响氮素在小麦根、秸秆和籽粒中的含量与分配趋势,但影响程度因品种而异.O3浓度升高导致扬幅麦2号的总吸氮量显著增加30.6%及烟农19的总吸氮量呈增加趋势,并使嘉兴002的总吸氮量显著降低34.8%及扬麦16总吸氮量呈降低趋势,但扬麦15的总吸氮量则不受影响.除扬麦15外,O3浓度升高具有减少籽粒氮占总氮比例的趋势,表明小麦响应O3污染对氮素吸收与分配调整机制存在品种差异.扬麦16、烟农19和嘉兴002的氮肥偏生产力因O3浓度升高而显著降低,而扬麦15和扬幅麦2号则无明显变化.扬麦16和嘉兴002的氮肥利用率因O3浓度升高显著降低,而扬幅麦2号呈增加趋势,扬麦15、烟农19呈降低趋势.综合来看,小麦扬麦15抗O3污染能力强于其它品种,而嘉兴002则最易遭受臭氧污染危害.评价O3污染对小麦干物质与产量的形成与分配、氮素在植物-土壤系统周转的影响应综合考虑品种差异.  相似文献   
5.
Based on the observation by a Regional Air Quality Monitoring Network including 16 monitoring stations, temporal and spatial variations of ozone(O3), NO2and total oxidant(Ox) were analyzed by both linear regression and cluster analysis. A fast increase of regional O3concentrations of 0.86 ppbV/yr was found for the annual averaged values from 2006 to 2011 in Guangdong, China. Such fast O3increase is accompanied by a correspondingly fast NOx reduction as indicated by a fast NO2 reduction rate of 0.61 ppbV/yr. Based on a cluster analysis, the monitoring stations were classified into two major categories – rural stations(non-urban) and suburban/urban stations. The O3concentrations at rural stations were relatively conserved while those at suburban/urban stations showed a fast increase rate of 2.0 ppbV/yr accompanied by a NO2 reduction rate of 1.2 ppbV/yr. Moreover, a rapid increase of the averaged O3 concentrations in springtime(13%/yr referred to 2006 level) was observed, which may result from the increase of solar duration, reduction of precipitation in Guangdong and transport from Eastern Central China. Application of smog production algorithm showed that the photochemical O3production is mainly volatile organic compounds(VOC)-controlled. However, the photochemical O3production is sensitive to both NOx and VOC for O3pollution episode. Accordingly, it is expected that a combined NOx and VOC reduction will be helpful for the reduction of the O3 pollution episodes in Pearl River Delta while stringent VOC emission control is in general required for the regional O3 pollution control.  相似文献   
6.
试点城市O3浓度特征分析   总被引:8,自引:7,他引:1  
利用2009年O3试点城市的03监测数据,分析了北京、天津、上海、青岛、沈阳和广东的03浓度变化特征,统计了年超标情况,并结合气象要素数据分析了其对03浓度的影响.结果表明,不同城市各点位间03浓度变化趋势基本一致,但因点位类型不同,浓度存在差异;O3浓度呈单峰型日变化,在13:00-15:00出现最大值,6:00-7:00出现最小值;O3超标主要集中在4-8月份,广州和北京超标现象较多;O3浓度受温度、降水、风速和风向等气象要素影响较大.  相似文献   
7.
分析了2017—2019年中国337城市O_3污染特征,结果表明:2017—2019年全国O_3第20~70百分位浓度逐年增幅相对稳定,第80~95百分位浓度逐年上升速率最快,平均每年升高5.5μg/m~3。全国O_3超标以轻度污染为主,主要集中在5—9月,占全年O_3超标天数的85.3%;"2+26"城市、汾渭平原交界、长三角、苏皖鲁豫交界O_3超标天数占全国63.9%,"2+26"城市O_3污染最为严重,平均每城市超标71 d。2017—2019年O_3单因子超标分别损失全国空气质量优良天数比例为4.5个百分点、4.9个百分点和7.4个百分点,2019年9月O_3单因子超标天数比例为18.8个百分点,单月使全年优良天数减少1.2个百分点。天津、河北、山东、北京、河南、山西、江苏的O_3污染相对较重,天津市发生O_3污染的关键温度为26~34℃,风速为2.0~2.5 m/s,相对湿度为40%~80%,降水明显减少和温度偏高是导致2019年O_3浓度升高的重要气象因素。  相似文献   
8.
为了研究成都太阳总辐射变化特征及对臭氧污染的影响,利用成都1993~2020年太阳总辐射数据分别对年、季、月成都市太阳总辐射变化特征进行分析,并结合2015~2020年空气质量数据对太阳总辐射与臭氧浓度以及AQI等级间关系进行了研究分析.结果表明,近28年太阳总辐射总体呈上升趋势,倾向率为31.63 MJ/(m2·a)...  相似文献   
9.
文雯  李国平 《环境科学学报》2019,39(5):1433-1442
为深入分析大气水汽对空气质量的影响,基于2016年成都温江国家气候观象台的气象观测资料和成都市环境监测中心的环境空气质量指数(AQI),首先利用地面气象要素估算出逐时的大气可降水量(PWV),继而结合空气质量指数资料研究了成都地区降水、静稳天气、太阳辐射强度等气象条件对空气质量及其与大气水汽关系的影响.结果表明:在降水条件下,臭氧(O_3)浓度随着PWV的增大而显著减小,PWV与PM_(2.5)、PM_(10)浓度的正相关系数减小,其中对PWV与PM_(10)浓度的相关性影响最大,相关系数减小47.62%.PWV与O_3的负相关系数在春季增大、夏季减小;PWV与PM_(2.5)的正相关系数在秋、冬季减小.当天气处于高静稳指数时,PWV变化对污染物浓度变化的影响更为显著.不同太阳辐射强度下,PWV与O_3的相关性也不同,随着太阳辐射增强,PWV与PM_(2.5)、PM_(10)的相关性从正相关转变为负相关.  相似文献   
10.
气温和湿度均为影响臭氧生成的要素,通过分析泸州市国控点数据,找出气温和湿度与臭氧浓度的关系,从而建立气温和湿度为变量的臭氧浓度预测模型.选取2019年泸州市主城区的气温和湿度数据,将气温按日最高温(Tmax)、日最低温(Tmin)和日平均气温(Tmean)划分,将湿度按四季划分,分别统计其与臭氧浓度的相关性.发现臭氧浓...  相似文献   
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