基于机器学习的细粒度空气质量时间预测器

针对空气质量状况的预防和治理,提出了基于线性回归的空气质量预测方法。作为时间预测器,更多的是考虑本地的历史数据、过去与未来的状况,挖掘空气质量随时间变化的关系以及变化趋势,为了选取最优的特征,对数据进行分析,找到与空气质量变化关系密切且存在线性关系的特征,以此特征来建立线性回归模型,并使用Cross-Validation方法进行评估验证。实验结果表明线性回归方法能够有效地预测到空气质量的变化趋势,效果良好,具有较强的实用性。     

响应土壤阴离子类型的盐碱土古细菌群落多样性研究

为初步解析我国黑龙江苏打盐碱地（HA）、新疆荒漠盐碱地（XD）、山西平原盐碱地（SY）、江苏滨海盐碱地（JD）和天津滨海盐碱地（TB）5个地区的土壤古细菌群落结构多样性,以及其响应土壤不同阴离子类型的分布特征,采用基于Illumin-Hiseq平台的高通量测序技术获得489~604个古细菌可操纵分类单元（OTU）.OTU多样性分析结果表明XD的古细菌群落物种丰富度最高,SY和HA分别具有最高和最低的古细菌群落多样性和均匀度;OTU的物种注释结果表明HA以奇古菌门（Thaumarchaeota）为优势菌门,其他土壤均以广古菌（Euryarchaeota）为优势;综合5个样品古细菌群落结构、优势古细菌属和土壤阴离子进行的典范对应分析（CCA）结果显示,XD古细菌群落结构和Haloterrigena属（XD中最优势,相对丰度20.2%）明显的响应土壤SO₄^2-浓度;HA古细菌群落结构和Nitrososphaera属（HA中最优势,62.3%）明显的响应土壤HCO₃^-/CO₃^2-浓度和pH;JD、SY和TB古细菌群落结构、Halorubrum属（JD和TB中最优势,24.4%和15.6%）,和Natronomonas属（SY和JD中第二优势,8.1%和9.2%）明显的响应土壤Cl^-浓度.研究结果说明我国不同地域分布的盐碱土受其土壤阴离子类型及其浓度的影响,呈现不同的古细菌群落结构和分布特征.研究结果为我国不同类型盐碱土古细菌资源的挖掘提供依据,也为揭示我国不同类型盐碱土古细菌群落的生态功能提供参考.     

The effects of autophagy on vascular endothelial cells induced by airborne PM2.5

The purpose of this study was to examine the direct toxicity of PM2.5 collected from Beijing on human umbilical vein endothelial cells(HUVEC). A Cell Counting Kit 8(CCK8) assay demonstrated that PM2.5 exposure decreased the proliferation of HUVECs in a dosedependent manner. We also found that PM2.5 exposure induced autophagy in HUVECs, as evidenced by:(1) an increased number of double-membrane vesicles;(2) enhanced conversion and punctuation of the microtubule-associated protein light chain 3(LC3); and(3) decreased levels of the selective autophagy substrate p62 in a time-dependent manner.Furthermore, promoting autophagy in PM2.5-exposed HUVECs with rapamycin increased the cell survival rate, whereas inhibiting autophagy via 3-methyladenine significantly decreased cell survival. These results demonstrate that PM2.5 exposure can induce cytotoxicity and autophagy in HUVECs and that autophagy play a protective role against PM2.5-induced cytotoxicity. The findings of the present study imply a direct toxic effect of PM2.5 on HUVECs and provide novel insight into the mechanism of cardiovascular diseases caused by PM2.5 exposure.     

铍青铜弹簧片应力腐蚀断裂研究

目的研究传感器微动开关弹簧片应力腐蚀的机理,找到断裂原因。方法对弹簧片进行断口形貌观察、能谱成分分析,并进行产品模拟腐蚀实验。结果传感器内部意外进入雨水,在工作温度下形成湿热环境,开关盒中的游离氨在此环境下释放出来,在开关盒内部形成潮湿氨气氛,铍青铜弹簧片工作时凹面一侧承受静拉应力作用,从而在潮湿氨和拉应力共同作用下发生应力腐蚀开裂。结论通过采用无氨酚醛塑料制备开关盒,弹簧片的应力腐蚀得到了有效预防。     

重庆九龙坡城区和城郊大气污染物浓度特征研究

为了解重庆市九龙坡区城区和城郊大气污染物浓度特征,分析了城区和城郊国控空气站点2014年3月~2015年2月典型污染物的浓度变化。结果表明,除O_3表现出夏高冬低的季节变化趋势外,其它污染物均表现出冬高夏低的季节变化趋势。PM_(2.5)污染最严重,城区和郊区日均值超标率分别为31.4%和33.4%。城区和城郊的PM_(2.5)浓度之间没有显著性差异(p0.05),城郊O_3浓度显著高于城区(p0.01),NO_2、SO_2、CO和PM_(10)则是城区显著高于城郊(p0.01)。     

大豆过敏原P34蛋白基因检测技术与环境污染的关系研究

环境污染易引起大豆种植区域出现过敏原P34蛋白基因变异情况,当前蛋白基因检测方法不能满足检测需求,提出基于探针引物的大豆过敏原P34蛋白基因荧光PCR定量检测技术,针对大豆过敏原特异性基因P34蛋白基因序列进行设计;通过DNA提取、浓度测定,荧光定量PCR检测,实现大豆过敏原P34蛋白基因检测。实验结果表明,所提方法能够准确检测出包括环境污染区域在内的大豆食品过敏原P34蛋白基因成分,具有很好的应用前景,满足市场监督检测的需要。     

略谈淮北市城市景观生态建设

为了保护淮北市城市生态环境，拟利用城市景观生态学原理对该市城市景观进行生态设计，包括城市自然组分、非自然组分设计。自然组分包括种群源、廊道、节点等内容，力争使自然组分成为环境质量的控制性组分，使城市生态良性循环、物种多样并持续存在和流动可达，物质循环、能量流动、信息传递畅通。     

基于B-P神经网络的环境质量评价方法

提出可将环境质量评价的无论是定量指标还是定性参数转化成"二进制"的"1"或"0",进而将这种二进制数引入B-P网络.通过实例探讨,这种新的B-P网络既适用于定量指标的水质参数又适用于定性指标的水质参数.     

Measurements of fractionated gaseous mercury concentrations over northwestern and central Europe, 1995-99

Although it makes up only a few per cent. of total gaseous mercury (TGM) in the atmosphere, the fraction of oxidised (divalent) mercury plays a major role in the biogeochemical cycle of mercury due to its high affinity for water and surfaces. Quantitative knowledge of this fraction present in mixing ratios in the parts-per-10(15) (ppq) range is currently very scarce. This work is based on approximately 220 data for divalent gaseous mercury (DGM) collected during 1995-99 in ambient air. Over the course of the measurements, the sampling and analytical methods were modified and improved. This is described here in detail and includes transition from wet leaching and reduction procedures to thermo-reductive desorption, the use of annular as well as tubular denuders and adoption of an automated sampling system. The concentration of DGM exhibited a strong seasonal behaviour in contrast to atomic gaseous mercury, with low values in winter and maximum values in summer. The DGM/TGM ratios were frequently found to be below the detection limit (< or = 1%) and in the range 1-5%. A trend of diurnal DGM patterns was observed and implies photolytically induced sources. Scavenging of DGM during rain events was also noticed.