Environmental assessment of RAMseS multipurpose electric vehicle compared to a conventional combustion engine vehicle

The RAMseS project, financed by the European Commission under the 6th framework Program, has the purpose of developing a solar powered agricultural vehicle in order to replace the conventional vehicles based on internal combustion engines (ICE). In the present study, we report a comparison of life-cycle emission between two systems; a conventional ICE vehicle (ICEV) and the RAMseS electrical vehicle (EV). The study has been conducted by designing a specific model and using the SimaPro software. The results show that the RAMseS system is considerably more environmentally friendly than conventional ICE based system and that, specifically, it can avoid the emission of about 23 ton of CO_2equ per year. Regarding all other pollutants, we found that the RAMseS system is 2.6 times more efficient than the ICEV. The main contribution to emissions of the RAMseS system is due to the batteries which contribute for a 73% of the total. Therefore, further improvement can be obtained with the use of more advanced battery systems, not based on lead.     

北京电动出租车与燃油出租车生命周期环境影响比较研究

燃油机动车尾气排放是导致城市包括雾霾在内的大气环境问题的主要来源之一.以电动汽车替代传统燃油车是当前各国解决城市大气污染问题的重要举措.北京于2011年启动了电动出租车推广计划.为比较北京市迷迪电动汽车和现代燃油车生命周期的环境影响,运用生命周期评价方法,基于Ga Bi4.4软件,选用CML2001和EI99影响评价模型对两款车的生产、使用和报废回收全生命周期过程的环境影响进行了定量评价,并针对汽车报废里程和电力能源结构进行了敏感性分析.结果表明,从全生命周期视角,根据EI99评价模型,迷迪电动汽车环境影响总体上优于现代燃油车,尤其在削减化石能源消耗方面优势凸显,但在生态系统质量影响及人体健康影响方面却略有增大的趋势;利用CML2001模型对比分析得出迷迪电动汽车比燃油出租车在对非生物资源消耗、全球变暖以及臭氧层损耗等方面有明显改善;但在生产阶段尤其是动力系统生产方面在非生物资源消耗、酸化、富营养化、全球变暖、光化学臭氧合成、臭氧层损耗、生态毒性等生态环境影响却均有增大趋势.使用阶段电力生产是迷迪电动汽车非生物资源消耗、酸化、富营养化、全球变暖、光化学臭氧合成、生态毒性等环境影响的主要来源;而现代燃油出租车使用阶段的环境影响主要来源于尾气排放和汽油生产,其中尾气排放是造成现代燃油车在富营养化和全球变暖等方面影响潜值较大的主要原因;基于清单数据库,针对致霾因子影响分析得出,在2010年北京市电力能源驱动下,迷迪电动车明显增加了超细颗粒物(PM2.5)、氮氧化物(NOx)、硫氧化物(SOx)、挥发性有机物(volatile organic compouds,VOCs)等因子的全生命周期的排放,而同时降低了氨气(NH3)的排放量,使用阶段排放的差别是造成上述趋势的主要原因.对关键因素敏感性分析发现,随着报废里程以及清洁能源比例的增加,迷迪电动汽车相对现代燃油车的单位里程碳减排量呈现增加的趋势.清洁电力能源的使用可大幅降低迷迪电动汽车致霾污染物的排放量.根据分析结果,为北京市电动车的推广提出了对策建议.     

Life-cycle assessment of 11 kV electrical overhead lines and underground cables

The life-cycle impacts of five different 11 kV electrical power cables (three overhead lines and two underground cables) were analysed. These were compared by their embodied impacts in production and total lifetime operational impacts. The life-cycle results revealed there to be three key issues, the impacts of climate change, fossil fuel depletion, and particulate matter formation (PMF). The former two were of particular significance. The embodied impacts, which are those associated with the materials, were generally determined to be insignificant. The exception was for underground cables at low operating loads. Under these conditions PMF was more significant as a result of the high embodied impacts of the cables. Further analysis revealed that these impacts could be mitigated with an end of life material recovery program. At present the underground cables are not recovered, but if they were the recycling benefits would give rise to a notable improvement in PMF. For the other impact categories operational conductor losses were the dominant cause of impacts. In summary it was concluded that to minimise the life-cycle impacts of 11 kV cables the system with the lowest conductor resistance should be selected.     

Battery powered electric vehicles charged via solar photovoltaic arrays developed for light agricultural duties in remote hilly areas in the Southern Mediterranean region

In the Southern Mediterranean region hilly and remote areas are afflicted with the high cost of diesel fuel, problematic supply, poor or non-existent grid connections and lack of maintenance technicians to service farm grid generation systems and machinery. A prototype Battery Powered Electric Vehicle (BPEV) charged using a solar photovoltaic array (10 kWp) was installed at a monastery situated at Achkout (Lebanon) with a total agricultural area of 50 ha, 10 ha of which was devoted to viticulture. The purpose of this was to investigate the potential for the cleaner production of power hence reducing the use of diesel fuels in agriculture. Data collected from the test site is presented and used to validate a numerical model. The numerical model was then used to extend the study further to the other countries bordering the Mediterranean Sea which have different levels of solar irradiance. Currently the average cost of diesel fuel within the EU is at an all-time high of 1.32 €/L. A life cycle costing determined that if the current trends in inflation in the EU continue and that fuel costs increase by 7.5% per annum, then battery powered electric vehicles charged using solar photovoltaics are economically viable in areas of high solar irradiance. The numerical model was then used to determine the outcome of using lithium titanate batteries instead of conventional lead-acid batteries. Adoption of the described system for a 10 ha vineyard would result in annual fuel saving of 4200–5200 L of diesel depending on which location in the Mediterranean area a system such as this is installed.     

广东省滨海电厂环境成本分析研究

根据广东省滨海电厂的类型和污染特点,建立了针对滨海的燃煤电厂、核电厂、LNG电厂的环境成本估算体系,通过采用环境价值标准法、机会成本法、污染损失系数法、模型公式等多种评估方法,估算得出广东省各类型滨海电厂环境成本为:核电0.0341元/kWh,煤电0.03109元/kWh,LNG电厂0.010386元/kWh.结合各类型发电技术的一般成本,得出在综合考虑环境友好性及经济性的情况下,广东省滨海电厂最优的发展选择为核电,其次为煤电,LNG电厂暂时不宜过多地发展.     

Variations of denitrification in a farming catchment area

We measured denitrification at 15 sites during 1 year in a agricultural catchment in Brittany, France. Our objective was to assess the relative importance of heterotrophic denitrification on the fate of excess nitrogen at the catchment scale, and to quantify the relative importance of riparian areas on the N₂O emissions. Using the C₂H₂ inhibition technique, denitrification rate on soil core and denitrifying enzyme activity (DEA) were each determined, for samples taken from two soil layers: 0–20 and 20–40 cm. Denitrification rates, ranging from 0 to 417 mg N m⁻² d⁻¹, were significantly higher in riparian areas than for hillslopes (median of 24.87 against 10.38 mg N m⁻² d⁻¹). However, since denitrification rates are significant in the hillslope and given that hillslope surface area is much greater (79% of catchment surface), this domain could be responsible for half of the overall denitrified nitrogen (N). Also, the 20–40 cm deep soil layer was found to account for more than 46% of the denitrification. The DEA indicates the potential for denitrifying activity by the soil under non-limiting conditions, measured values ranged from 76.48 to 530.63 ng N g⁻¹ dry soil h⁻¹. The ratio N₂O/(N₂O + N₂) was about 60% with no clear spatial or temporal trends. Soil moisture appeared to be the main limiting factor for denitrification at the field scale. The results suggest that, for this catchment, denitrification is a major route for nitrogen removal, but a significant proportion of this removal occurs as N₂O.     

Powering or de-powering future vehicles to reach low carbon outcomes: the long term view 1930–2020

Government in UK has long sought to influence both new vehicle fuel efficiency and to encourage domestic car production. Sixty years of data on the change in car characteristics and fuel economy are analysed. Vehicle specific power has doubled in that time and sales of vehicles have grown preferentially in larger engine classes. New cars sold over the period 1970–2000 have a sale price of £150 per bhp at year 2000 prices. A new theory is proposed that the primary driver for increased power of vehicles, and hence CO₂ production, is the increase in sale price necessitated by uneconomic production of steel vehicles in mature markets. The standard fuel test cycle shows inverse fuel efficiency relationship with weight and with vehicle power. Primary CO₂ reduction targets such as the Kyoto agreement are dimensioned as outputs of energy use per unit time (power); secondary targets such as the ACEA voluntary agreement of 140 g/km in 2008 based on energy per unit distance (efficiency). Failure to focus policy on the key variable of vehicle power has allowed power to continue to increase and inhibit fuel efficiency from meeting the voluntary agreement targets. This power ‘loophole’ in Europe is likened to the emergence of light trucks in response to CAFE standards in USA. New body materials offer the prospect of profitable car production, consumer satisfaction and large reductions in CO₂. New policy directions are proposed as a result of the failure of the ACEA voluntary agreement and the real importance of achieving annual CO₂ reduction including via Cars 21.     

Life cycle greenhouse gas emissions, fossil fuel demand and solar energy conversion efficiency in European bioethanol production for automotive purposes

Crop derived biofuels such as (bio)ethanol are increasingly applied for automotive purposes. They have, however, a relatively low efficiency in converting solar energy into automotive power. The outcome of life cycle studies concerning ethanol as to fossil fuel inputs and greenhouse gas emissions associated with such inputs depend strongly on the assumptions made regarding e.g. allocation, inclusion of upstream processes and estimates of environmentally relevant in- and outputs. Peer reviewed studies suggest that CO₂ emissions linked to life cycle fossil fuel input are typically about 2.1–3.0 kg CO₂ kg⁻¹ starch-derived ethanol. When biofuel production involves agricultural practices that are common in Europe there are net losses of carbon from soil and emissions of the greenhouse gas N₂O. Dependent on choices regarding allocation, they may, for wheat (starch) be in the order of 0.6–2.5 kg CO₂ equivalent kg⁻¹ of ethanol. This makes ethanol derived from starch, or sugar crops, in Europe still less attractive for mitigating climate change. In case of wheat, changes in agricultural practice may reduce or reverse carbon loss from soils. When biofuel production from crops leads to expansion of cropland while reducing forested areas or grassland, added impetus will be given to climate change.     

Intensity and daily pattern of passenger vehicle use by region and class in China: estimation and implications for energy use and electrification

Given the explosive growth of the passenger vehicle market and energy demands in China, research on vehicle-use intensity and driver-travel patterns is critical for better assessing travel demand and its implications for alternative fuel vehicles, energy security, and environmental policies. This study attempts to estimate annual vehicle kilometers traveled (AVKT) per privately-owned passenger vehicle and their daily distance patterns by vehicle class and geographic region. The data sample from a survey consists of 169,292 privately owned passenger vehicles, made by 177 car manufacturers during 2003–2018, running in 82 cities from 27 provincial regions. The log-transformed average AVKT is estimated to be 12,377 km with 95% probability ranging from 5490 to 28,579 km. The investigation reveals that vehicles from South China have the highest AVKT at 13,320 km. Generally, vehicles in small cities have higher AVKT than in big cities, except AVKT of tier 1 cities being higher. Another trend is that more expensive or larger vehicles tend to be driven more. A model is fitted for estimating AVKT based on region, city type, automaker, price range, and certain vehicle features including class and age. Data of daily commuting distances in recent years are also analyzed. The average daily commuting distances typically range from 21 to 28 km. Using the validated Gamma distribution method, daily distance distributions are specified for different regions. It is found that 99% of the daily driving distance is no more than 88.0–112.0 km, depending on region. Utility factors of plug-in electric vehicles are also estimated to be much higher than those based on driving data in the USA. These findings suggest global mitigations strategies on vehicle fuel use, electrification, and greenhouse gases should consider vehicle-use intensity at the regional level.

     

面向2035的节能与新能源汽车全生命周期碳排放预测评价

发展节能与新能源汽车是降低交通运输行业碳排放的重要技术路径.为量化预测节能与新能源汽车的全生命周期碳排放,利用全生命周期评价方法,以汽车相关技术路线和政策为参考,选取燃油经济性、整车轻量化水平、电力结构碳排放因子和氢能碳排放因子为关键参数,构建传统燃油汽车(ICEV)、轻度混合动力汽车(MHEV)、重度混合动力汽车(HEV)、纯电动汽车(BEV)和燃料电池汽车(FCV)的数据清单并对其全生命周期碳排放进行量化预测评价,对电力结构碳排放因子和不同制氢方式碳排放因子进行了敏感性分析和讨论.结果发现,2022年ICEV、 MHEV、 HEV、 BEV和FCV的全生命周期碳排放量(以CO₂-eq计)分别为208.0、 195.5、 150.0、 113.5和205.0 g·km^-1.到2035年,BEV和FCV相比于ICEV具有较为显著的减碳效益,分别降低69.1%和49.3%.电力结构的碳排放因子对BEV的全生命周期碳排放的影响最显著.关于燃料电池汽车的不同制氢方式,短期应以工业副产氢提纯为主供应FCV氢能需求,长期以可再生能源电解水制氢和化石能源...     

低碳交通电动汽车碳减排潜力及其影响因素分析

交通运输是城市能源消耗和碳排放的重点行业,为通过节能减排实现低碳城市发展目标,传统汽油车向新能源汽车的转型是一项重要的举措,其中电动汽车因其节能减排的优势将在这次转型中发挥重要作用.在全面总结现有电动汽车节能减排研究成果的基础上,分析了影响电动汽车的减排因素,并应用燃料生命周期的理论,结合北京市的电动汽车推广计划,以纯电动汽车为例,采用改进的燃料碳排放模型,并设置6种情景分析了电动汽车的碳排放及其减排潜力,包括发电能源结构、车用燃料类型(单位燃料的CO2排放系数)、汽车类型(百公里能耗)、城市交通状况(时速)、煤电发电技术、电池类型(重量、能效)等因素对电动汽车减排潜力的影响.结果表明,改进后的模型能更科学测算燃料消耗碳排放;纯电动汽车具有明显的制约性碳减排潜力,在分析的6种影响因素中其波动幅度为57%～81.2%,其中,发电能源结构和煤电技术供电路线对电动汽车燃料生命周期碳减排空间起决定性作用,其减排空间分别可达78.1%及81.2%.最后从改善能源结构、提高煤电技术、推广节能技术、加快动力蓄电池研发、推广纯电动汽车等方面提出了推广电动汽车降低交通能耗和碳排放的优化措施,以期为低碳交通新能源汽车转型政策的制定提供科学依据和方法支撑.     

Spatial and long-term variability of soil loss due to crop harvesting and the importance relative to water erosion: A case study from Belgium

The harvest of crops such as sugar beet (Beta vulgaris L.), potato (Solanum tuberosum L.), leek (Allium porrum L.) and carrot (Daucus carota L.) causes soil loss from arable land because soil adhering to the crop and soil clods that failed to be separated by the harvesting machine, are exported from the field together with these harvested crops. These soil losses can be of the same order of magnitude as soil losses caused by water erosion processes, but are often neglected in soil erosion research. In this article we developed a methodology to investigate the spatial and long-term (1846–2004) variability of soil loss due to crop harvesting (SLCH) in Belgium and the spatial distribution of the importance of SLCH relative to soil losses caused by water erosion processes in Flanders. The study is based on long-term time series of soil tare data of crop processing factories and area and crop yield statistics. Until the middle of the 20th century, potato and roots and tubers grown as second crop, had the largest share in the SLCH-crop growing area in Belgium. Sugar beet gained importance from the end of the 19th century onwards and has now, of all SLCH crops, the largest growing area. We could estimate that, partly due to increasing crop yields and the mechanisation of the harvesting process, SLCH per hectare of cropland increased from 0.4 Mg ha⁻¹ year⁻¹ in 1846 to 2.4 Mg ha⁻¹ year⁻¹ in the 1970s and early 1980s. Since then mean annual soil losses decreased again to 1.8 Mg ha⁻¹ year⁻¹ in 2004. It was assessed that total yearly SLCH in Belgium rose from more than 575,000 Mg in the middle of the 19th century to more than 1.7 × 10⁶ Mg in the 1970s and early 1980s, while current SLCH values are 1.4 × 10⁶ Mg. We estimated that since 1846, more than 163 × 10⁶ Mg soil was exported from cropland in Belgium through this erosion process, which corresponds to 109 hm³ or an average soil profile truncation of 1.15 cm. Average sediment export from cropland in Flanders was 3.7 Mg ha⁻¹ year⁻¹ in 2002, of which 46% was due to SLCH and 54% was due to water erosion processes. The relative importance of SLCH varied, depending on the agricultural region, between 38% and 94%.     

The Automobile Industry & Sustainability

This paper summarises the contributions made to the special issue on The automobile Industry & Sustainability. Taking a life-cycle perspective, the contributions are allocated into the automotive life-cycle phases of design, manufacture (and supply chain management), use, and disposal or ‘end of life vehicle’ management. The contributions are also set into the broader context of research into the global automotive industry, and the economic, social and environmental pressures confronting the industry. In doing so, this introductory paper provides a brief assessment of the ways in which the papers in the special issue have furthered our understanding of the difficulty in achieving a sustainable automotive industry, and some of the measures that might be taken as progress towards that difficult goal.     

Hydrogen and transportation: alternative scenarios

If hydrogen (H₂) is to significantly reduce greenhouse gas emissions and oil use, it needs to displace conventional transport fuels and be produced in ways that do not generate significant greenhouse gas emissions. This paper analyses alternative ways H₂ can be produced, transported and used to achieve these goals. Several H₂ scenarios are developed and compared to each other. In addition, other technology options to achieve these goals are analyzed. A full fuel cycle analysis is used to compare the energy use and carbon (C) emissions of different fuel and vehicle strategies. Fuel and vehicle costs are presented as well as cost-effectiveness estimates. Lowest hydrogen fuel costs are achieved using fossil fuels with carbon capture and storage. The fuel supply cost for a H₂ fuel cell car would be close to those for an advanced gasoline car, once a large-scale supply system has been established. Biomass, wind, nuclear and solar sources are estimated to be considerably more expensive. However fuel cells cost much more than combustion engines. When vehicle costs are considered, climate policy incentives are probably insufficient to achieve a switch to H₂. The carbon dioxide (CO₂) mitigation cost would amount to several hundred US$ per ton of CO₂. Energy security goals and the eventual need to stabilize greenhouse gas concentrations could be sufficient. Nonetheless, substantial development of related technologies, such as C capture and storage will be needed. Significant H₂ use will also require substantial market intervention during a transition period when there are too few vehicles to motivate widely available H₂ refueling.

Reducing energy consumption in road transport through hybrid vehicles: investigation of rebound effects,and possible effects of tax rebates

Hybrid powertrains are considered to be a promising method to raise the overall fuel efficiency of passenger cars. They are predicted to enter the automobile markets in increasing numbers in the near future. This paper investigates 2 aspects relevant to the promotion of hybrid vehicles as part of an energy reduction strategy. First, are hybrid cars accompanied by rebound effects, which counteract their increased fuel efficiency? Second, do tax rebates indeed lead to higher sales numbers? We present results from a survey conducted with all 367 buyers of hybrid second-generation Toyota Prius in Switzerland in the first 9 months after market entry (response rate, 82.6%). As control group, questionnaires were also sent to 250 Toyota Corolla (61% returned) and 250 Toyota Avensis (52%) buyers. Among other items, the surveys asked for the car being replaced, if any. Main results are that the increase in car size for hybrid car buyers was lower than both, the market trend and the control group. Increase in car size was lower for hybrid car buyers than for both control group and market trend. 6% of hybrid car purchases did not replace a previously owned vehicle (control group 3%, P = 0.05), the Swiss market average being 20%. Hence rebound effects could be identified neither for vehicle size nor for vehicle ownership. As an energy policy measure, hybrid vehicles are eligible for tax rebates in parts of Switzerland. We found evidence that these tax rebates indeed lead to significant higher sales. We present a rough cost estimate of such tax rebates as CO₂ abatement policy tool.     

气体燃料发动机发展对中国温室气体减排贡献的生命周期分析

为分析气体燃料发动机的温室气体减排能力,应用生命周期分析方法计算了不同燃料的生命周期温室气体排放量,并据此计算了不同发动机的温室气体排放量.建立了气体燃料发动机“最大限度发展”和“不发展”两种情形.据此预测了2020年中国气体燃料发动机的温室气体减排效果,估算了2020年气体燃料发动机的耗气量占气体供应量的比重.结果显示,在最大限度发展情形下,气体燃料发动机将分别为城市公共交通、船舶动力和火力发电领域减少约7.47, 18.25, 450.1Mt CO2e的温室气体,减排量占全国减排目标的5.3%.气体燃料发动机将分别消耗15%的天然气、18.5%的煤层气和50%的垃圾填埋气供应量.考虑我国气体燃料资源结构情况及供应形势,推广气体燃料发动机是切实可行的.     

重型柴油车实际道路油耗与排放模拟及其应用研究

基于实际行驶状态下重型车动力需求和传动系统变化规律,建立了重型柴油车整车的瞬态油耗和排放模拟方法,可实现整车发动机工况及油耗与排放的实时模拟.为验证模型的有效性,利用重型车车载排放测试手段,以柴油公交车为研究案例,模拟并验证了车辆在实际运营线路上的油耗与排放水平.公交车综合线路实测百公里油耗为16.38L,NOx、CO和THC排放因子分别为4.44、3.35、1.96g·km-1,模拟结果与实测值基本吻合,其油耗与排放因子与实测值之比均在1.06倍左右.模拟结果显示,实测公交车怠速、NOx控制区及其它区域工况点分别占32.6%、7.1%和60.4%,增加10t负载或提高1.5倍车速可使发动机负荷利用率上升,控制区比例上升至18.4%和18.8%,同时增加负载和提高车速,控制区工况可提高至33.9%.相应地,增加负载或提高车速情景分别使车辆油耗与排放上升至1.5～1.7倍和1.6～1.8倍,同时增加负载和提高车速,油耗与排放可增至2.5倍～3.0倍,控制区油耗与排放比例均有大幅度上升.总体上,该模型方法可以为评价和研究重型柴油车在实际道路上的能耗及其排放状况提供新的模拟方法和分析手段.     

Optimal range of plug-in electric vehicles in Beijing and Shanghai

Both China’s national subsidy policies for plug-in electric vehicles (PEVs) purchasers and passenger cars corporate average fuel consumption and new vehicle credit regulation (dual-credit policy) favor long-range 300+ km battery electric vehicles (BEVs) and 80+ km plug-in hybrid electric vehicles (PHEVs). However, these electric vehicles tend to have lower energy efficiency and higher purchase and operation costs. Vehicle with larger batteries can also be less equitable because the subsidies are often provided to more expensive vehicles and wealthier owners. This study takes advantage of a novel dataset of daily driving data from 39,854 conventional gasoline vehicles in Beijing and 4999 PHEVs in Shanghai to determine the optimal range of BEVs and PHEVs within their respective cities. We simulate a model to explore ranges with which PEVs emit less GHGs than that of a baseline hybrid and conventional gasoline vehicle while ensuring that all daily travel demands are met. Our findings indicate that in both cities, the optimal ranges to balance cost and travel demand for BEVs are 350 km or less and for PHEVs are 60 km or less in Beijing and 80 km or less in Shanghai. We also find that to minimize carbon dioxide (CO₂) emissions, the ranges are even lower 10 km in Beijing and 30 km in Shanghai. Our study suggests that instead of encouraging long-range PEVs, governments should subsidize PEV models with shorter ranges. Parallel efforts should also be made to both increase renewable energy over fossil fuels and expand charging facilities. Although individual mobility demand varies, the government could reduce occasional long-distance driving by subsidizing alternative transportation choices. Providing week-long driving trials to consumers before their purchases may help decrease the demand of very long range PEVs by alleviating the range anxiety through a learning process.

     

基于LCA的新能源轿车节能减排效果分析与评价

新能源汽车在行驶过程中具有节能、环保等优点,在我国目前汽车保有量激增、能耗总量和温室气体排放量不断增大,城市交通对城市空气污染贡献日益增加的情况下,应用和推广新能源汽车被视为替代传统汽车、减缓环境危害的重要工具,但其生产阶段的能耗及污染问题同样不容忽视.因此,本研究运用生命周期评价(LCA)方法,选用美国阿贡国家实验室开发的GREET模型,对混合动力轿车、纯电动轿车、氢燃料电池轿车、E10乙醇汽油轿车4类新能源轿车在车辆制造、燃料及电力生产、行驶、拆解4个阶段的能耗及主要大气污染物排放进行了分析计算,并与传统汽油轿车进行比较.结果表明,同传统汽油轿车相比,4种新能源轿车的全生命周期能耗有不同程度的降低,其中,纯电动轿车在降低能耗方面最具优势.同时,4种新能源轿车全生命周期综合环境影响均低于传统汽油轿车,其中以氢燃料电池轿车的综合环境影响最小.     

Road transport and urban air quality in China

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