应用支持向量机评价土壤环境质量

基于野外采样和室内分析相结合的方法,采用电感耦合等离子体质谱法(ICP-MS)对羊草沟煤矿研究区表层土壤样品中的Cd、Cr、Zn、Pb和Cu含量进行测定,应用非线性支持向量机模型中的分类支持向量机,选用sigmoid核函数,利用MATLAB编写程序,进行土壤环境质量评价,并利用模糊综合评判法对评价结果进行验证.在此基础上,运用对应分析方法对样品和变量进行了关联分析,进一步了解重金属污染特征.评价结果表明,研究区土壤环境质量多为Ⅰ类,与模糊综合评判法的相同率达到91.67%,将支持向量机用于土壤环境质量评价是可行的.相比于传统的评价方法,支持向量机采用结构风险最小化原则,将复杂的非线性问题转化为线性问题,成功的解决了多分类、高维运算等问题.     

地质高背景区外源污染叠加条件下大白菜对Cd、Pb、Zn累积途径探究

黔西北是喀斯特重金属地质高背景区,受历史上土法炼锌影响,区域内大气降尘重金属含量高,土壤污染严重.为探究叶菜类蔬菜重金属的累积途径,以大白菜为供试作物,选择Cd、 Pb和Zn含量一致的地质高背景土壤和锌冶炼污染土壤,在锌粉厂污染区和无污染对照区进行盆栽试验,研究露天、覆膜和大棚栽培条件下大白菜重金属含量、富集系数(BCF)和转运系数(TF).结果表明,污染区和对照区大白菜ω(Cd)范围分别在0.10～1.01 mg·kg^-1和0.10～0.91 mg·kg^-1,ω(Pb)为0.31～0.62 mg·kg^-1和0.23～0.37 mg·kg^-1,ω(Zn)为7.50～32.74 mg·kg^-1和4.88～21.79 mg·kg^-1,总体上污染区重金属含量偏高,在地质高背景土壤上种植的大白菜,Cd和Pb基本达到国家食品安全标准限值的要求.受大气沉降的影响,污染区大白菜Pb和Zn含量显著高于对照区,Cd差异不明显.污染土壤弱酸溶态Cd、 Pb和Zn占比分别为48...     

Organochlorine pesticides and polychlorinated biphenyls in Tibetan forest soil: profile distribution and processes

Tibetan forests are located in the southeastern Tibetan Plateau, where the climate is dominated by the Indian monsoon. Due to the affinity to pollution sources and high organic carbon stocks, the fate of persistent organic pollutants in the Tibetan forests should be given more attention. In this study, seven soil profiles were investigated to obtain the vertical distribution of the organochlorine pesticides and polychlorinated biphenyls (PCBs) in the Tibetan forest soil. The results indicate that the DDTs are highly stable in the soil, with limited volatilization and leaching, while the more volatile PCBs were found in the deeper mineral layer, which means that they can translocate through the organic layer and move farther downward into the deep soil. The air-to-ground fluxes (estimated by the age of the organic layer) of the DDTs are one magnitude higher than those reported in a study on the Alps, suggesting the higher accumulation of DDTs by the Tibetan forest.     

Emergy-based assessment on industrial symbiosis: a case of Shenyang Economic and Technological Development Zone

Industrial symbiosis is the sharing of services, utility, and by-product resources among industries. This is usually made in order to add value, reduce costs, and improve the environment, and therefore has been taken as an effective approach for developing an eco-industrial park, improving resource efficiency, and reducing pollutant emission. Most conventional evaluation approaches ignored the contribution of natural ecosystem to the development of industrial symbiosis and cannot reveal the interrelations between economic development and environmental protection, leading to a need of an innovative evaluation method. Under such a circumstance, we present an emergy analysis-based evaluation method by employing a case study at Shenyang Economic and Technological Development Zone (SETDZ). Specific emergy indicators on industrial symbiosis, including emergy savings and emdollar value of total emergy savings, were developed so that the holistic picture of industrial symbiosis can be presented. Research results show that nonrenewable inputs, imported resource inputs, and associated services could be saved by 89.3, 32.51, and 15.7 %, and the ratio of emergy savings to emergy of the total energy used would be about 25.58 %, and the ratio of the emdollar value of total emergy savings to the total gross regional product (GRP) of SETDZ would be 34.38 % through the implementation of industrial symbiosis. In general, research results indicate that industrial symbiosis could effectively reduce material and energy consumption and improve the overall eco-efficiency. Such a method can provide policy insights to industrial park managers so that they can raise appropriate strategies on developing eco-industrial parks. Useful strategies include identifying more potential industrial symbiosis opportunities, optimizing energy structure, increasing industrial efficiency, recovering local ecosystems, and improving public and industrial awareness of eco-industrial park policies.     

不同污染区巨菌草生物炭内源污染物分布及其生物毒性

由于生物质原料来源广泛,缺乏生物炭内源污染物及其用量限制标准,极有可能将含有高内源污染物的生物炭用于环境修复,产生潜在的环境风险.采用清洁区、中度和重度污染区的巨菌草为原料制备生物炭,考察其内源铜（Cu）和镉（Cd）全量及其酸溶态含量和持久性自由基（PFRs）分布,并研究生物炭浸出液对小麦根伸长抑制率和抗氧化酶活性的影响.结果表明,重度污染区九牛生物炭Cu和中度污染区水泉生物炭中Cd含量分别是清洁区红壤生物炭Cu和Cd的3.73倍和4.43倍,九牛生物炭中酸溶态Cu含量分别是水泉和红壤生物炭的3.32倍和2.84倍,水泉和九牛生物炭中酸溶态Cd含量分别是红壤生物炭的7.95倍和5.11倍.3种生物炭中均含有相邻氧原子以碳为中心的PFRs,表现为：红壤>九牛>水泉.3种生物炭浸出液对小麦根伸长均表现为抑制作用,但均不同程度地提高了小麦幼苗超氧化物歧化酶（SOD）、过氧化物酶（POD）和过氧化氢酶（CAT）活性,其中九牛生物炭浸出液对小麦根伸长抑制率最高,达到27.7%.本研究表明,生物炭中内源重金属及PFRs等污染物的共同作用对小麦幼苗产生了显著的生物毒性,后期的研究需关注生物炭内源污染物的潜在环境风险,避免产生二次污染等环境问题.     

Salinity influence on soil microbial respiration rate of wetland in the Yangtze River estuary through changing microbial community

Estuarine wetland, where freshwater mixes with salt water, comprises different regions（rivers and marine ecosystems） with significantly varying tidal salinities. Two sampling areas, ZXS and JS, were selected to investigate the effect of tidal salinity on soil respiration（SR）. ZXS and JS were located in Zhongxia Shoal and Jiangyanan Shoal of Jiuduansha Wetland respectively, with similar elevation and plant species, but significantly different in salinity. The results showed that with almost identical plant biomass, the SR and soil microbial respiration（SMR） of the tidal wetland with lower salinity（JS） were significantly higher than those of the tidal wetland with higher salinity（ZXS）（p 〈 0.05）. However, unlike SMR and SR, the difference in the soil microbial biomass（SMB） was not significant（p 〉 0.05）with the SMB of ZXS a little higher than that of JS. The higher SMR and SR of JS may be closely connected to the soil microbial community structures and amount of dominant bacteria. Abundant β- and γ-Proteobacteria and Actinobacteria in JS soil, which have strong heterotrophic metabolic capabilities, could be the main reason for higher SMR and SR,whereas a high number of ε-Proteobacteria in ZXS, some of which have carbon fixation ability, could be responsible for relatively lower carbon output. Path analysis indicated that soil salinity had the maximum negative total influencing coefficient with SMR among the various soil physical and chemical factors, suggesting that higher soil salinity, restricting highly heterotrophic bacteria, is the principle reason for lower SMR and SR in the ZXS.     

2015-2019年成渝城市群臭氧浓度时空变化特征及人口暴露风险评价

近年来O₃污染给人类健康带来了很大威胁.本文利用2015—2019年中国环境监测总站的O₃地表监测数据,通过Global Moran''s I和Getis-Ord G^*指数等方法,分析了成渝城市群O₃浓度的时空变化特征,并利用空间插值和LandScan人口格网分布数据,基于人口暴露风险模型对该地区的O₃人口暴露风险进行了评价.结果表明：①2015—2019年成渝城市群O₃浓度总超标比例为6.9%,年际变化呈先上升后下降趋势,逐月变化呈"双峰型",5月和8月达到峰值,12月最低,季节变化表现为夏季>春季>秋季>冬季,日变化呈"单峰型",8：30左右开始升高,16：00左右达到峰值;②2015—2019年成渝城市群O₃浓度呈现出由成都及周边城市为污染中心向以成都市和重庆市为首尾的"带状"污染空间格局发展的趋势,且空间自相关性较强,逐步形成以成都市和重庆市为双中心的高浓度集聚特征;③2015—2019年成渝城市群平均O₃人口暴露风险指数处于较低风险,但空间分布差异较大,人口暴露高风险地区主要集中于成都市、内江市、自贡市、德阳市、泸州市北部及重庆市主城区,低风险地区主要集中于东西片区、绵阳市北部及成渝城市群边界,中部高风险区域有向西南方向转移的趋势,重庆市南部有高风险向极高风险转化的趋势,同时,成都市和重庆市存在显著的高风险指数集聚特征.     

兰州某钢厂附近土壤磁化率特征及其环境意义

对兰州某钢厂周围土壤进行了磁化率与化学元素分析,采用污染指数评价方法和多元统计发现,表层2cm以内土壤的磁化率显著增高,达到背景值的3.5倍,且频率磁化率相对于深部土壤较低,对比不同位置样点磁化率值,显示钢厂周边土壤受到了钢厂生产排放物的污染.污染主要发生在下风向,且在2km以内最强,污染深度在2cm以内.磁化率与重金属元素含量相关性显著表明磁性矿物与重金属有相同的来源,本研究应用磁化率浓集因子S判别污染程度,结果与内梅罗综合污染指数评价大致相同,因此S可以作为判断这类土壤污染程度的指标.     

食品中砷和硒生物可给性研究及健康风险/有益性评价

硒(Se)是人体必需的微量元素,一般通过大米和海鲜摄入。然而大米和海鲜是人体砷(As)暴露的主要途径之一。采用ICP-MS对广州市售的大米和3种鱼中砷和硒浓度进行了检测,并通过体外(in vitro)模拟胃肠消化(PBET)法对鱼肉中砷和硒的生物可给性进行了考察。结果表明,大米和鱼肉中砷的浓度分别为0.085～0.168μg·g~(-1)和2.224～5.533μg·g~(-1),硒的浓度分别为0.098～0.190μg·g~(-1)和1.641～2.315μg·g~(-1)。大米和鱼肉中86.86%～99.34%和51.95%～75.64%的砷生物可给,76.73%～85.44%和71.48%～79.83%的硒生物可给。通过大米和鱼肉摄入的硒基本可以满足人体需求。通过大米和3种鱼摄入的无机砷占国际粮农组织和世界卫生组织(FAO/WHO)公布的无机砷的每日最高允许摄入量(TWI)2.1μg·kg~(-1)BW的0.5%～35.7%,但是摄入无机砷的致癌风险分别为1.69×10~(-5)～5.81×10~(-4)和2.13×10~(-4)～7.34×10~(-4),是可接受或可容忍的风险的0.17～7.3倍,尤其是小孩,更易摄入砷产生毒害。