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411.
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Evaluation of accuracy of linear regression models in predicting urban stormwater discharge characteristics 总被引:1,自引:0,他引:1
Stormwater runoff has been identified as a source of pollution for the environment, especially for receiving waters. In order to quantify and manage the impacts of stormwater runoff on the environment, predictive models and mathematical models have been developed. Predictive tools such as regression models have been widely used to predict stormwater discharge characteristics. Storm event characteristics, such as antecedent dry days (ADD), have been related to response variables, such as pollutant loads and concentrations. However it has been a controversial issue among many studies to consider ADD as an important variable in predicting stormwater discharge characteristics. In this study, we examined the accuracy of general linear regression models in predicting discharge characteristics of roadway runoff. A total of 17 storm events were monitored in two highway segments, located in Gwangju, Korea. Data from the monitoring were used to calibrate United States Environmental Protection Agency's Storm Water Management Model (SWMM). The calibrated SWMM was simulated for 55 storm events, and the results of total suspended solid (TSS) discharge loads and event mean concentrations (EMC) were extracted. From these data, linear regression models were developed. R2 and p-values of the regression of ADD for both TSS loads and EMCs were investigated. Results showed that pollutant loads were better predicted than pollutant EMC in the multiple regression models. Regression may not provide the true effect of site-specific characteristics, due to uncertainty in the data. 相似文献
413.
Carbonyl emissions from heavy-duty diesel vehicle exhaust in China and the contribution to ozone formation potential 总被引:6,自引:0,他引:6
Fifteen heavy-duty diesel vehicles were tested on chassis dynamometer by using typical heavy duty driving cycle and fuel economy cycle. The air from the exhaust was sampled by 2,4- dinitrophenyhydrazine cartridge and 23 carbonyl compounds were analyzed by high performance liquid chromatography. The average emission factor of carbonyls was 97.2 mg/km, higher than that of light-duty diesel vehicles and gasoline-powered vehicles. Formaldehyde, acetaldehyde, acetone and propionaidehyde were the species with the highest emission factors. Main influencing factors for carbonyl emissions were vehicle type, average speed and regulated emission standard, and the impact of vehicle loading was not evident in this study. National emission of carbonyls from diesel vehicles exhaust was calculated for China, 2011, based on both vehicle miles traveled and fuel consumption. Carbonyl emission of diesel vehicle was estimated to be 45.8 Gg, and was comparable to gasolinepowered vehicles (58.4 Gg). The emissions of formaldehyde, acetaldehyde and acetone were 12.6, 6.9, 3.8 Gg, respectively. The ozone formation potential of carbonyls from diesel vehicles exhaust was 537 mg O3/km, higher than 497 mg O3/km of none-methane hydrocarbons emitted from diesel vehicles. 相似文献
414.
Carbon dioxide(CO2) emissions are a leading contributor to the negative effects of global warming. Globally, research has focused on effective means of reducing and mitigating CO2 emissions. In this study, we examined the efficacy of eco-industrial parks(EIPs) and accelerated mineral carbonation techniques in reducing CO2 emissions in South Korea.First, we used Logarithmic Mean Divisia Index(LMDI) analysis to determine the trends in carbon production and mitigation at the existing EIPs. We found that, although CO2 was generated as byproducts and wastes of production at these EIPs, improved energy intensity effects occurred at all EIPs, and we strongly believe that EIPs are a strong alternative to traditional industrial complexes for reducing net carbon emissions. We also examined the optimal conditions for using accelerated mineral carbonation to dispose of hazardous fly ash produced through the incineration of municipal solid wastes at these EIPs. We determined that this technique most efficiently sequestered CO2 when micro-bubbling, low flow rate inlet gas, and ammonia additives were employed. 相似文献
415.
Fast increasing of surface ozone concentrations in Pearl River Delta characterized by a regional air quality monitoring network during 2006-2011 总被引:1,自引:0,他引:1
Jinfeng Li Keding Lu Wei Lv Jun Li Liuju Zhong Yubo Ou Duohong Chen Xin Huang Yuanhang Zhang 《环境科学学报(英文版)》2014,26(1):23-36
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
416.
江苏省人为源挥发性有机物排放清单 总被引:3,自引:0,他引:3
掌握VOCs排放特征是研究区域大气复合污染特征和控制策略的前提.对江苏省VOCs人为源进行系统分类,收集活动水平数据,应用国内外排放因子研究成果及江苏省行业调研结果,采用排放因子法建立了江苏省2010年分行业、分城市的人为源VOCs排放清单.结果表明:江苏省人为源VOCs排放总量约为179.20×104t,其中化石燃料燃烧源、生物质燃烧源、工业过程源、溶剂使用源、移动源、油品储运源的排放量分别占排放总量的24.1%、3.3%、22.3%、25.3%、18.4%和6.6%,工业过程源中石油炼制、有机化工、医药制造是重点行业,溶剂使用源中机械装备制造、电子设备制造是重点行业.南京、苏州、无锡、常州、南通5个苏南城市VOCs排放量明显高于苏北和苏中地区,占全省总排放量的60.0%,苏州、南京、无锡排放量居前3位.各城市化石燃料燃烧源和移动源排放所占比例均超过10.0%,其他重点行业差异显著,其中南京市为石油炼制、有机化工,苏州市为有机化工、机械涂装,无锡市为有机化工、电子设备制造. 相似文献
417.
<正>对于任何国家而言,交通行业都是其主要温室气体排放来源之一,亦是各国控制温室气体排放的关键。本文主要介绍美国交通部门的减排政策法规及配套措施,以供我国借鉴。一、"双赢"的温室气体减排政策美国被誉为"车轮上的民族",其交通运输业的发达可想而知,因而其排放的温室气体亦影响较大。据测算,当前美国交通部门能耗占能源消费总量的28.1%,其温室气体排放量占总温室气体排放量的27%。 相似文献
418.
<正>"APEC蓝"的启示——低碳TOD模式刚刚结束的APEC会议让"APEC蓝"变成一道风景和网络热词,为了炼成"APEC蓝",我国政府对症下药里的重要一剂就是采用了机动车单双号限行、公车封存70%来防止空气污染。相关统计显示,APEC会议期间通过全市单双号限行等措施,机动车排放污染物总量大幅下降,其中颗粒物(PM)减排58%。仅就11月3日启动机动车单双号限行以来,交通运行指数就降低70%,车流量比黄金周第一天下降30%,道路属于完全畅通状态。 相似文献
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