A nonparametric procedure for analyzing repeated measures of spatially correlated data

Many agricultural, biological, and environmental studies involve detecting temporal changes of a response variable, based on data observed at sampling sites in a spatial region and repeatedly over several time points. That is, data are repeated measures over time and are potentially correlated across space. The traditional repeated-measures analysis allows for time dependence but assumes that the observations at different sampling sites are mutually independent, which may not be suitable for field data that are correlated across space. In this paper, a nonparametric large-sample inference procedure is developed to assess the time effects while accounting for the spatial dependence using a block bootstrap. For illustration, the methodology is applied to describe the population changes of root-lesion nematodes over time in a production field in Wisconsin.     

施灰田土壤及所产蔬菜铀、钍和钾、钼、镁、锌含量变化及影响评价

U和Th是放射性元素,K、Fe、Mo、Mg和Zn是植物生长需要的必要营养元素。粉煤灰中U、Th、Fe和Mo的含量略高于空白土壤中Fe和Mo的含量,K、Mg和Zn的含量低于空白土壤中K、Mg和Zn的含量。掺施粉煤灰并没有引起施灰土壤及所产蔬菜中各元素含量的明显变化。与国家土壤环境质量标准及食品、卫生标准的限值相比,施灰土壤及所产蔬菜的U、Th、K、Fe、Mo、Mg和Zn的含量均在正常范围内波动。     

不同环境下包装容器内温湿度变化试验研究

目的 探究不同环境下密闭容器内微环境的变化规律.方法 通过连续采集室内存放、户外遮盖、户外暴露3个包装容器内外11个监测点的温湿度数据,对比分析不同容器内温度、湿度的分布与变化规律.结果 户外容器日间温度梯度大,昼夜温差高达30℃,温度波动远大于室内容器的1.1℃,篷布遮盖能降低20％的温度波动.容器内相对湿度不受环境湿度影响,但与温度强烈负相关.结论 太阳辐射的热效应对包装容器内温湿度的变化与分布有决定性影响,应加强防护措施.     

Progressively narrow the gap of PM2.5 pollution characteristics at urban and suburban sites in a megacity of Sichuan Basin, China

Nowadays, the fine particle pollution is still severe in some megacities of China, especially in the Sichuan Basin, southwestern China. In order to understand the causes, sources, and impacts of fine particles, we collected PM_2.5 samples and analyzed their chemical composition in typical months from July 2018 to May 2019 at an urban and a suburban (background) site of Chengdu, a megacity in this region. The daily average concentrations of PM_2.5 ranged from 5.6-102.3 µg/m³ and 4.3-110.4 µg/m³ at each site. Secondary inorganics and organic matters were the major components in PM_2.5 at both sites. The proportion of nitrate in PM_2.5 has exceeded sulfate and become the primary inorganic component. SO₂ was easier to transform into sulfate in urban areas because of Mn-catalytic heterogeneous reactions. In contrast, NO₂ was easily converted in suburbs with high aerosol water content. Furthermore, organic carbon in urban was much greater than that in rural, other than elemental carbon. Element Cr and As were the key cancer risk drivers. The main sources of PM_2.5 in urban and suburban areas were all secondary aerosols (42.9%, 32.1%), combustion (16.0%, 25.2%) and vehicle emission (15.2%, 19.2%). From clean period to pollution period, the contributions from combustion and secondary aerosols increased markedly. In addition to tightening vehicle controls, urban areas need to restrict emissions from steel smelters, and suburbs need to minimize coal and biomass combustion in autumn and winter.     

Seasonal variations of monoterpene emissions from coniferous trees of different ages in Korea

Seasonal variations of emission rates and compositions from coniferous species were measured under controlled conditions using a vegetation enclosure method. Total emission rates and compositions of monoterpene compounds from young and adult trees in different seasons were compared.

It was found that the total emission rates and the components of monoterpene varied significantly with tree species, age, and season. Total emissions from C. japonica and P. koraiensis were higher for older trees than for younger trees; however, significantly higher emissions were found from younger trees for C. obtusa. Higher monoterpene emission rates from each plant were found in spring and summer compared with autumn and winter emissions.     

Analysis of heavy metal distribution in superficial estuarine sediments (estuary of Bilbao, Basque Country) by open-focused microwave-assisted extraction and ICP-OES

Open-focused microwave-assisted extraction and ICP-OES determination of As, Cd, Cr, Cu, Fe, Mn, Ni, Pb and Zn from surface sediments of the estuary of Bilbao (Basque Country, North of Spain) was carried out. All the samples were collected at three different tributaries of the estuary (Asua, Galindo and Nerbioi-Ibaizabal) every two months during 1999. The digestion procedure was proposed from the conclusions of a fractionated factorial design, and the precision and accuracy of the method was verified using a certified reference sediment (RTC008-050). The results of the analysis were statistically treated by means of principal component analysis and correlation analysis. The principal component analysis of sediment data (32 samples × 9 metals) indicated different patterns of contamination regarding the tributary and sampling station. The two main patterns observed were a steady increment of the metal concentration along all the campaigns in the samples collected in the Galindo River and a seasonal variation in the Nerbioi-Ibaizabal River, with higher metallic content during summertime and lower content during wintertime.     

1951~2014年中国北方地区气温突变与变暖停滞的时空变异性

基于1951~2014年中国北方及周边地区357个气象站点平均最低气温、平均气温和平均最高气温年（月）数据,采用M~K检验等方法,分析了中国北方地区3类气温突变和变暖停滞特征的时空变异性.结果表明：研究区3类气温整体突变年（1978~1999年、1981~2002年、1981~2005年）、分布广泛的普遍突变年（1988年、1989年、1997年）及范围（3a）均依次变晚.整体上,突变年随纬度降低变晚,东北突变早于西北和华北地区.变暖停滞集中于1998和2007年及其前后,3类气温亦依次变晚（1994~2007年、1995~2009年、1998~2010年）,由黄河流域中段向其他方向越来越晚.突变至变暖停滞周期整体随纬度降低缩短（3~30a）,突变越早周期越长.西北地区突变与变暖停滞前后各时段均值温差最大（2.4℃）,温差在1℃左右站点分布最广泛.各时段升（降）温速率整体依次在0.01℃/10a、0.05℃/10a、-0.03℃/10a左右站点分布最广泛,突变后升温最快（0.02~0.16℃/10a）,且西北地区对升温贡献最大,变暖停滞后东北地区对降温贡献最大,2时段按平均最低气温、平均最高气温、平均气温顺序升（降）温速率递减.3类气温波动程度减弱,整体随纬度降低.高纬度、高海拔和山地地区突变和变暖停滞较周边地区偏早或偏晚,特征值较大.整个北方地区3类气温突变、变暖停滞、突变与变暖停滞时间及各时段特征值各自具有自身一致性的普遍规律.     

辽河口沉积物环境要素时空动态及影响因素分析

以辽河口为研究区域,利用遥感影像数据、现状调查数据和历史监测数据,系统地分析了辽河口沉积物质量历史变化趋势和空间分异规律,并进一步研究不同海域使用类型和不同植被演替阶段对沉积物环境要素分异特征的影响.结果表明,辽河口区域沉积物质量总体良好,各要素平均含量均符合一类沉积物质量要求;沉积物营养元素呈现显著的带状分布规律,重金属元素空间分布具有一定随机性,未呈现显著规律;不同海域使用类型对沉积物污染物富集的影响具有一定差异显著性,说明重金属及污染物的分布受到人类活动的影响,具有一定的随机性;植被不同演替阶段下主控因子具有显著差异,初级阶段主要受盐度控制,随着由盐生植被向陆生植被逐渐过渡,植被分布特征与总有机碳(TOC)、总氮(TN)和总磷(TP)的内在联系逐渐增大,同时重金属等污染物含量与植被群落内在联系并不显著.     

Seasonal variation and chemical composition of particulate matter: A study by XPS, ICP-AES and sequential microanalysis using Raman with SEM/EDS

During the winter period (January–March 2016), the total suspended particles (TSP) and particulate matter smaller than 2.5 μm (PM_2.5) were characterized by the application of various analytical techniques in four zones of the Metropolitan Area of Monterrey in Mexico. To evaluate the seasonal variation of some elements in the particulate matter, the results of this study were compared with those obtained during the summer season (July–September 2015). The speciation of the C_1s signal by X-ray photoelectron spectroscopy revealed the contribution of aromatic and aliphatic hydrocarbons as the main components in both seasons. Conversely, carboxylic groups associated with biogenic emissions were detected only in winter. The percentages of SO₄^2 ? ions were lower in winter, possibly caused by the decrease in the solar radiation, and relative humidity recorded. The results of the ICP analysis revealed that Fe, Zn and Cu were the most abundant metals in both TSP and PM_2.5 in the two seasons. There were significant seasonal variations for concentrations of As, Ni and Zn in the urban area and for Fe, As, Cd, Ni and Zn in the industrial zone. This was attributed to the greater burning of fuels as well as to an increase in vehicular traffic, the effect of thermal inversion and changes in some meteorological parameters. The results of the sequential microanalysis by Raman spectroscopy and SEM/EDS allowed observation of deposits of carbonaceous material on the particles and to perform the speciation of particles rich in Fe and Pb, which helped infer their possible emission sources.     

邯郸市黑碳气溶胶浓度变化及影响因素分析

根据2013年3月—2017年2月邯郸市河北工程大学站点的黑碳气溶胶、PM2.5、大气污染物的小时浓度数据及常规气象数据,对邯郸市黑碳浓度的时间变化特征及影响因素进行分析.结果表明,4年来邯郸市黑碳浓度呈逐年下降的趋势:与2013年相比,2014—2016年黑碳气溶胶浓度分别下降了5%、16%、24%;邯郸市黑碳气溶胶浓度的季节变化趋势基本一致且季节变化特征明显,冬季黑碳气溶胶浓度最高,秋季次之,春夏两季最低,其中,冬季平均浓度分别是春、夏、秋季的2.07、2.77、1.49倍;其日变化呈单峰单谷状,且4个季节的日变化趋势相同,峰值均出现在6:00—8:00,谷值均出现在14:00—15:00.黑碳与PM2.5的相关系数r为0.860,相关性显著,说明黑碳气溶胶和PM2.5的来源大部分是一致的;风速和风向对黑碳气溶胶浓度也有影响,黑碳气溶胶浓度随风速增加而降低;4个季节高频风向为南-西南方向,且该风向下黑碳气溶胶浓度均较高,冬季南-西南风向下的黑碳浓度最高;应用后向轨迹对研究时段内4段重污染期间的气流轨迹进行模拟发现,邯郸市黑碳气溶胶浓度较高的主要原因是本地源排放和近距离传输,远距离传输贡献较小.