环境因素数据质量审核方法研究

目的 解决大气环境试验站的气象数据报表存在数据缺失、数据超过边界、数据内部不一致、数据时间不一致等问题,采用数据质量审核技术找出缺失、可疑或错误的数据,对科研人员进行警示,使其能够追根溯源,分析存在问题的原因。方法 参照相关规程和标准,建立环境因素数据质量审核算法和审核流程,并使用计算机语言编程固化流程和算法,利用多线程算法对数据进行扫描,实现大批量气象数据的并行审核。结果 利用Python语言设计了环境因素质量控制软件,通过该软件的应用证明了该方法合理、有效,能够快速、准确地标注气象数据报表中存在质量问题的数据。利用软件统计了存在问题数据的数量和正确率。结论 通过加载数据测试,证明了环境因素数据质量审核方法和审核流程合理有效,利用设计的审核软件实现了气象数据报表快速审核,提高了审核效率,减少了科研人员的劳动强度,为进一步填补、修正和利用数据奠定了基础。     

太湖流域1954~2006年气候变化及其演变趋势

用Mann Kendall统计检验方法对太湖流域6个气象站点1954~2006年降水、气温、相对湿度、日照时数的变化趋势和时空特征进行了分析，结果表明：50余年来太湖流域降水量呈较弱的增加趋势，冬季和夏季降水增加显著；空间变化趋势表现为北部地区降水量呈下降趋势，东南部地区呈上升趋势。年平均相对湿度表现为微弱的下降趋势，M K倾斜度值为 -099%/10 a；春、秋季相对湿度都显著减小，而夏季减小幅度较弱，冬季减小现象不显著。年平均气温呈现明显上升趋势，并表现出最低气温比最高气温增高趋势显著的特点，冬、春季增温显著；空间分布变化趋势为以平湖和溧阳为中心的两个地区上升趋势最小，以上海为中心地区上升幅度较大。年日照时数的下降趋势幅度较大，以溧阳为中心的西部地区最为明显，四个季节日照时数都呈减少的趋势；空间分布变化趋势表现为全流域呈减少趋势，由西向东减少幅度依次减小。气候变暖，降水将进一步增加，必然导致径流也呈增加趋势，在一定程度上加大了太湖流域洪涝灾害发生的可能性。分析成果有助于进一步研究气候变化对太湖流域水资源和防洪安全的影响，也将为太湖流域未来气候变化情景的构建提供科学依据。     

废水排放对近海环境中抗生素抗性基因和微生物群落的影响

污水处理厂是水环境中抗生素抗性基因（ARGs）的重要来源.可移动遗传元件（MGEs）和微生物群落是影响ARGs增殖扩散的关键因素.为探究污水处理厂废水排放对近海环境中ARGs和微生物群落的影响,采用高通量荧光定量PCR （HT-qPCR）和高通量16S rRNA扩增子测序技术,对杭州湾上虞（SY）和嘉兴（JX）两个近岸纳污区（ERAs）及远岸湾区表层沉积物中ARGs、MGEs和微生物群落的组成和分布进行调查.结果表明,多重耐药类ARGs是所有样点中丰度最高的ARGs类型.纳污区沉积物中ARGs和MGEs多样性和丰度远远高于远岸湾区沉积物.JX纳污区沉积物中微生物群落丰富度和多样性高于SY纳污区及远岸湾区沉积物.PCoA结果显示,纳污区与远岸湾区沉积物中ARGs、MGEs和微生物群落分布存在显著的差异,说明长期的废水排放对近海环境中ARGs、MGEs和微生物群落影响较大.ARGs、MGEs和细菌属的共现网络显示,嗜冷杆菌属、假单胞菌属、亚硫酸杆菌属、假交替单胞菌属和芽孢杆菌属等12种菌属与ARGs和MGEs存在显著正相关.多重耐药类和β-内酰胺类ARGs的潜在宿主最多.     

长沙市灰霾天气与气象因子相关性研究

根据长沙市2013年PM2.5的逐日质量平均浓度、气象地面和高空观测数据,采用SPSS方法,分析了长沙市灰霾天气发生与气象因子的关系。结果表明:长沙市区的灰霾日以西北风向为主,PM2.5浓度与风速、降水呈显著负相关,与相对湿度、大气压、平均气温相关不明显。风速越小越不利于大气污染物的扩散,在没有降水的情况下,风速达到3.5m/s以上,空气质量才有好转;弱降水对污染物的浓度不会有明显的影响,降水量在5mm以下时,污染物的浓度不会有明显的下降,但强降水对空气有净化作用明显,在不同季节,不同时段,不同天气形势下降水的稀释作用不同;长沙秋冬季边界层稳定性几率高达80%以上,这种稳定层结构是长沙市区各种大气污染源不易扩散的重要因素之一。     

EFFECTS OF MUNICIPAL WASTEWATER DISCHARGES ON AQUATIC COMMUNITIES,BOISE RWER,IDAHO1

ABSTRACT: Aquatic communities in the Boise River were examined from October 1987 to March 1988 to determine whether they were adversely affected by trace elements in effluents from two Boise wastewater treatment facilities. Trace-element concentrations in the Boise River were less than or near analytical-detection levels and were less than chronic toxicity criteria when detectable. Insect communities colonizing artificial substrates upstream and downstream from the wastewater treatment facilities were strongly associated, and coefficients of community loss indicated that effluents had benign enriching effects. The distributions of trace-element-intolerant mayflies indicated that trace-element concentrations in effluents did not adversely affect intolerant organisms in the Boise River. Condition factor of whitefish was significantly increased downstream from the Lander Street wastewater treatment facility and was significantly decreased downstream from the West Boise wastewater treatment facility.     

Accumulation of Biophilic Elements in the Needles of Picea Species in Natural and Urbanized Ecosystems of Siberia and Central Asia in Relation to the Assessment of Environmental Quality

Variation in the content of N, P, K, Ca, Mg, Na, Cu, Zn, Mn, and Fe has been analyzed in the needles of 19 spruce species growing in the natural and urbanized ecosystems of Siberia and Central Asia. The results have shown that similarity in the content of biophilic elements in one-year-old needles of different species is conditioned by biochemical processes, which confirms the status of these species as passive bioindicators of environmental quality. The contents of trace elements in perennial needles, except color variations of chlorophyll, deserve further study as prospective indicators of environmental quality.     

Dry deposition velocity of total suspended particles and meteorological influence in four locations in Guangzhou, China

Dry deposition velocity of total suspended particles (TSP) is an effective parameter that describes the speed of atmospheric particulate matter deposit to the natural surface. It is also an important indicator to the capacity of atmosphere self-depuration. However, the spatial and temporal variations in dry deposition velocity of TSP at different urban landscapes and the relationship between dry deposition velocity and the meteorological parameters are subject to large uncertainties. We concurrently investigated this relationship at four different landscapes of Guangzhou, from October to December of 2009. The result of the average dry deposition velocity is (1.49 ± 0.77), (1.44 ± 0.77), (1.13 ± 0.53) and (1.82 ± 0.82) cm/sec for urban commercial landscape, urban forest landscape, urban residential landscape and country landscape, respectively. This spatial variation can be explained by the difference of both particle size composition of TSP and meteorological parameters of sampling sites. Dry deposition velocity of TSP has a positive correlation with wind speed, and a negative correlation with temperature and relative humidity. Wind speed is the strongest factor that affects the magnitude of TSP dry deposition velocity, and the temperature is another considerable strong meteorological factor.We also find out that the relative humidity brings less impact, especially during the dry season. It is thus implied that the current global warming and urban heat island effect may lead to correlative changes in TSP dry deposition velocity, especially in the urban areas.     

Identification of rice cultivars with low brown rice mixed cadmium and lead contents and their interactions with the micronutrients iron, zinc, nickel and manganese

Paddy fields in mining areas are usually co-contaminated by a cocktail of mixed toxic heavy metals (e.g., Cd and Pb in Pb/Zn mines). However, previous studies on rice cultivars screened for effective metal exclusion have mostly focused on individual metals, and have been conducted under pot-trial or hydroponic solution conditions. This study identified rice cultivars with both low Cd and Pb accumulation under Cd-and Pb-contaminated field conditions, and the interactions of the toxic elements Cd and Pb with the micronutrient elements Fe, Zn, Mn and Ni were also studied. Among 32 rice cultivars tested, there were significant differences in Cd (0.06-0.59 mg/kg) and Pb (0.25-3.15 mg/kg) levels in their brown rice, and similar results were also found for the micronutrient elements. Significant decreases in concentrations of Fe and Mn were detected with increasing Cd concentrations and a significant elevation in Fe, Mn and Ni with increasing Pb concentrations. A similar result was also shown by Cd and Ni. Three cultivars were identified with a combination of low brown rice Cd and Pb, high micronutrient and grain yield (Wufengyou 2168, Tianyou 196 and Guinongzhan). Present results suggest that it is possible to breed rice cultivars with low mixed toxic element (Cd, Pb) and high micronutrient contents along with high grain yields, thus ensuring food safety and quality.     

上海市大气总汞季节变化特征及与气象条件的关系

2008年到2010年对上海市西南部大气中总汞(TGM———Total Gaseous Mercury)的污染水平进行监测,结果表明TGM日均浓度为ND~57.23ng/m(3(7.79±3.29)ng/m)3。TGM呈现出一定的季节性变化特征,浓度最高的是秋季,然后依次是冬季、春季、夏季,平均浓度分别为(9.30±2.48)、(8.32±2.79)、(7.78±2.33)、(2.16±3.29)ng/m3。TGM浓度受东南风向影响最大,其次为西北和东北风向。在置信水平为95%的情况下,TGM浓度与日平均温度呈正相关性,而与日温差、相对湿度、日相对湿度差、风速无显著相关性。但TGM浓度分别与日均O3浓度和NO2浓度均呈显著正相关。利用HYSPLIT_4模型对TGM浓度高值与低值几天的空气气团来源轨迹进行反演,结果发现高低浓度日的气团来源略有差别,总体上看,冬季、春季和秋季受北方气团影响较大,夏季则受我国东部海域影响,具体的局部和长距离输送的贡献需要进一步研究。     

南昌市秋季大气PM2.5中金属元素富集特征及来源分析

采集2013年秋季南昌市6个不同区域的大气PM_(2.5)样品,分析PM_(2.5)质量浓度及其中18种金属元素(Mg、Al、K、Ca、Ti、V、Ba、Co、Cr、Mn、Fe、Ni、Cu、Zn、Cd、Pb、As、Hg)的富集特征,并用多元统计分析法探讨了PM_(2.5)中上述元素主要来源.结果表明,南昌市秋季大气PM_(2.5)日均质量浓度满足《环境空气质量标准》(GB 3095-2012)二级标准限值(≤75μg·m~(-3)).Mn、Ti、Al和V的富集因子小于1.0,表明这些元素基本没有富集;Fe、Cr、Co、K、Mg、Ba、Ca、Cu和As的富集因子范围为1.7~7.8,表明这些元素受到自然源和人为源的共同影响;Hg、Zn、Pb、Ni和Cd的富集因子范围为21.9~481.2,表明这些元素受到明显的人为污染.综合相关分析、主成分分析和聚类分析结果表明:PM_(2.5)中Mg、K、Al、Ca、Ti主要来源于土壤及建筑尘;As、Hg主要来自燃煤;Ba、Ni、Mn主要来自金属冶炼排放;V、Cu、Fe、Cd、Pb、Cr、Co主要来自交通源;Zn主要受金属冶炼和燃煤的影响.