基于数据分解的AQI的CEEMD-Elman神经网络预测研究

针对Elman神经网络在预测空气质量指数（AQI）时易受到数据非平稳性的影响导致预测趋势良好但准确度较低的问题,提出以互补集合经验模态分解（Complementary Ensemble Empirical Mode Decomposition,CEEMD）为基础的CEEMD-Elman模型.应用CEEMD对AQI序列分解成不同时间尺度上的本征模态函数分量和剩余分量,进而首次将对非平稳的AQI序列的预测研究转化为对多个平稳的本征模态函数分量的研究.分别与Elman单一模型、EMD-Elman模型、BP单一模型及CEEMD-BP模型进行实验对比.结果表明：应用该方法建立的模型的均方误差、平均绝对误差和平均绝对百分比误差分别为4.80、0.71、1.84%,均小于其他模型结果;对应空气质量等级预报正确天数的频率为94.12%.该模型能有效的降低非平稳性对实验预测结果的影响,实现对空气质量等级的准确预报;该研究为进一步预测AQI的走向提供了有效依据,也为政府决策和管理部门制定空气污染控制提供了更充分的参考.     

煤矿水害风险量化评价方法

为提高煤矿防治水管理水平，预防和消除矿井水害，在层次分析法的基础上建立中性值作为参照对象对矿井水害风险进行实时评判的方法。根据《煤矿防治水细则》建立以矿井水文地质类型、矿井涌水量标准分数、突水预兆、采掘面位置、探水结果为准则层的层次结构模型，并对各评价指标赋权。依据制定的水害风险评价指标的评分细则和监测监控数据并结合其权重得到水害评价总得分。通过总得分与中性参照分数比较得出预测结果:水害评价总得分大于中性参照分数，证明水害的威胁小，分数越高越安全；反之则水害的威胁较大，分数越低越危险，这时需要加强防治水的力度，令评价分数管控大于中性参照分数。这种方法依赖于井下监测监控数据进行量化评价，能实时、客观、全面且准确地反映煤矿水害的风险情况。     

Using environmental and geographic data to optimize ex situ collections and preserve evolutionary potential

Maintenance of biodiversity through seed banks and botanical gardens, where the wealth of species’ genetic variation may be preserved ex situ, is a major goal of conservation. However, challenges can persist in optimizing ex situ collections if trade-offs exist among cost, effort, and conserving species evolutionary potential, particularly when genetic data are not available. We evaluated the genetic consequences of population preservation informed by geographic (isolation by distance [IBD]) and environmental (isolation by environment [IBE]) distance for ex situ collections for which population provenance is available. We used 19 genetic and genomic data sets from 15 plant species to assess the proportion of population genetic differentiation explained by geographic and environmental factors and to simulate ex situ collections prioritizing source populations based on pairwise geographic distance, environmental distance, or both. Specifically, we tested the impact prioritizing sampling based on these distances may have on the capture of neutral, functional, or putatively adaptive genetic diversity and differentiation. Individually, IBD and IBE explained limited population genetic differences across all 3 genetic marker classes (IBD, 10–16%; IBE, 1–5.5%). Together, they explained a substantial proportion of population genetic differences for functional (45%) and adaptive (71%) variation. Simulated ex situ collections revealed that inclusion of IBD, IBE, or both increased allelic diversity and genetic differentiation captured among populations, particularly for loci that may be important for adaptation. Thus, prioritizing population collections based on environmental and geographic distance data can optimize genetic variation captured ex situ. For the vast majority of plant species for which there is no genetic information, these data are invaluable to conservation because they can guide preservation of genetic variation needed to maintain evolutionary potential within collections.     

催化荧光法测定痕量亚硝酸根

本文研究了在稀磷酸介质中，亚硝酸根对溴酸钾氧化中笥红的反应，建立了催化荧光法测定痕量亚硝酸根的方法，实验表明，亚硝酸根在０．０５－０．４０μｇ．２５ｍｌ＾－１范围内与ΔＦ成线性关系，大多数常见的共存离子不影响其测定。本法用于水样中亚硝酸根的测定，结果比较满意。     

新型二氧化铅电极处理有机染料废水的研究

研究了高压塑片法制备新型二氧化铅电极的工艺,通过循环伏安、X衍射和扫描电镜等手段对电极性能的考察表明,该电极不仅具有高电催化活性,还有很好的抗腐蚀性能.通过与普通石墨电极的对比实验,进一步探讨了该电极降解中性枣红染料的机制和工艺条件.结果表明,该电极在脱色和COD降解方面都有明显的优越性.在含磷酸盐和氯离子的体系中,降解效率尤为突出.     

二氧化钛催化降解中性红的历程研究

通过监测二氧化钛降解中性红过程中体系pH值的变化,并对体系的UV-VIS光谱进行分析,进而推导出中性红的降解历程,可为降解条件的优化提供依据.     

Effect of NOM characteristics on brominated organics formation by ozonation

In this study, organic fractions, namely, humic acid, fulvic acid, hydrophobic base and neutral, and hydrophilic acid, base, and -neutral, were extracted from source water. First, the characteristics of the organic fractions, such as carboxylic acidity, phenolic acidity, ultraviolet absorbance, and aromatic content, were analyzed. Further, a systematic study was carried out to the by-products obtained when organic fractions, to which various amounts of bromide had been added, were oxidized with ozone. Samples after ozonation were analyzed for several brominated organics. The results indicate that the characteristics of the aquatic organic matter, including carboxylic/phenolic acidity, aromatic/aliphatic content, and ultraviolet absorbance, appear to affect the formation of halogenated organics. In general, hydrophobic organics having higher phenolic acidity, aromatic content, and ultraviolet absorbance have higher ozone consumption and produce higher concentrations of brominated organics than hydrophilic organics. It was also found that humic acid demonstrated the highest bromoform (CHBr(3)), dibromoacetic acid (DBAA), and 2,4-dibromophenol (2,4-DBP) formation, whereas hydrophilic neutral produced less CHBr(3) and 2,4-DBP than the rest of the organic fractions but produced the highest amount of dibromoacetone (DBAC) and dibromoacetonitrile (DBAN).     

二氧化碳捕集利用与封存项目纳入碳市场的现状、挑战与对策

二氧化碳捕集、利用与封存（CCUS）被认为是燃煤和燃气电厂以及钢铁、水泥和石化等行业实现碳中和的重要技术选项,而碳市场则是重要的市场化减排机制,提高两者的衔接水平,对于我国“双碳”目标的实现具有重要意义。通过总结国际上CCUS项目与碳市场衔接的成功经验,可以为我国CCUS项目与碳市场衔接提供相关借鉴。本文系统梳理了国内外CCUS项目纳入碳市场的立法、激励政策、CCUS减排核算方法学研究情况,识别出我国在CCUS项目与碳市场衔接方面尚存在法律支撑不足、缺乏激励政策以及CCUS项目碳减排核算方法不准确等一系列问题,最后提出多项建议以推动我国CCUS项目与碳市场的衔接：①完善碳市场监管和法律体系,促进CCUS与碳市场衔接;②研判CCUS优先领域,分阶段促进不同行业CCUS项目纳入碳交易市场;③强化政策激励,打通CCUS与碳市场衔接的投融资与成本疏导路径;④分阶段完善碳交易市场建设,充分发挥碳市场金融属性促进CCUS与碳交易市场衔接;⑤建立完善的监测、报告和核查（MRV）标准体系和证书制度,保证CCUS项目减排量核证的准确性和规范性。     

亚热带水库沉积物钻孔中有机质的历史记录及其环境意义

氢指数(HI)是重要的有机质评价参数,能够反映沉积有机质中脂肪大分子物质的相对含量,并用于反演水生生态系统的历史初级生产力,有助于研究藻类生产力对污染物的富集作用。为了探讨氢指数的环境指示作用,选择了亚热带的3座水库作为研究对象,采用Rock-Eval热解与生物标志物-中性糖方法相结合的研究技术,研究了沉积钻孔有机质的来源与特征;并结合210Pb和137Cs定年技术,综合运用氢指数和总糖含量对水库的初级生产力进行了重建。结果表明:中富营养的增塘和联安水库沉积有机质主要来源于浮游藻类,且受降解的程度较小,而贫营养的新丰江水库钻孔下层有机质主要是受降解作用或陆源高等植物等的影响。近年来,3个水库的HI值都有显著性的增加,且与其对应的总糖含量以及近50年来的滑动平均温度都高度的相关,说明这些水库都经历了气候变暖所引起的初级生产力增长。同时,升高的水库生产力扩大了沉积物剖面中重金属和多环芳烃的累积。     

基于改进贝叶斯神经网络的航空公司安全敏感性分析

针对当下航空公司安全质量管理体系(Quality Management System,SQMS)中风险识别与可靠性改进的问题,提出了基于区间数学改进的贝叶斯神经网络的灵敏度分析方法。利用区间数学理论分析贝叶斯神经网络中各指标与整体安全质量状况的扰动关系,实现指标灵敏度分析。通过东方航空公司的实例分析,发现在对指标进行人工干预时组合指标干预效果较好,且安全管理体系实施后指标的灵敏度有明显向好的方向变化的趋势。