Forecasting China’s primary energy demand based on an improved AI model

An improved energy demand forecasting model is built based on the autoregressive distributed lag (ARDL) bounds testing approach and an adaptive genetic algorithm (AGA) to obtain credible energy demand forecasting results. The ARDL bounds analysis is first employed to select the appropriate input variables of the energy demand model. After the existence of a cointegration relationship in the model is confirmed, the AGA is then employed to optimize the coefficients of both linear and quadratic forms with gross domestic product, economic structure, urbanization, and technological progress as the input variables. On the basis of historical annual data from 1985 to 2015, the simulation results indicate that the proposed model has greater accuracy and reliability than conventional optimization methods. The predicted results of the proposed model also demonstrate that China will demand approximately 4.9, 5.6, and 6.1 billion standard tons of coal equivalent in 2020, 2025, and 2030, respectively.     

Effects of Topographical Heterogeneity and Dispersal Limitation on Species Turnover in a Temperate Mountane Ecosystem: a Case Study in the Henan Province,China

Species turnover patterns can be inconsistent due to differences in the dispersal ability of different growth forms. Here, species of trees, shrubs, herbs, and bryophytes in the Xiaoqinling National Nature Reserve in China were analyzed to determine patterns of species turnover along an elevation and spatial gradient. Variance partitioning was used to assess the relative contribution of topographic heterogeneity and dispersal limitation to species turnover. Our results suggest that the effect of dispersal limitation is more important than topographic heterogeneity on species turnover in temperate mountane ecosystems in the study area. Dispersal limitation has a greater effect on trees species turnover than on shrubs, herbs or bryophytes species turnover.     

基于EEMD和EOF的鄱阳湖流域近550 a来旱涝时空变化

利用鄱阳湖流域及周边地区5个站点1467~2016年旱涝灾害史料,结合《中国近五百年旱涝分布图集》数据和现代器测降水资料,基于相关系数权重法集成重建了鄱阳湖流域近550 a旱涝序列。采用集合经验模态分解和经验正交函数等手段分析了鄱阳湖流域近550 a来的旱涝时空变化特征。结果表明：（1）鄱阳湖流域旱涝序列的各IMF分量变化规律符合自然信号的非线性变化的特征,主要的高频变化周期有2~3 a、7~8 a;中低频变化周期有22 a、36 a;低频变化周期有110 a、220 a等。（2）旱涝序列空间场的EOF分解表明,前4个模态的累积方差贡献率为93.68%,收敛效果明显。第一模态为区域整体变化一致;第二、三模态分别代表南北方向和东西方向上旱涝变化不一致;第四模态代表赣南地区的极端降水类型。（3）主要空间模态的时间系数功率谱分析结果表明,旱涝空间场模态的变化周期与旱涝序列EEMD分解的结果基本一致。 关键词： EEMD;EOF;旱涝变化;时空特征;鄱阳湖流域     

小分子有机酸对紫色土及其溶液中Pb的赋存影响

以紫色土中铅(Pb)为研究对象,采用以0.01 mol·L~(-1)硝酸钠(NaNO_3)为背景电解质的一步提取法,研究了不同浓度下乙酸,酒石酸和柠檬酸对土壤中Pb的释放作用,并通过土壤重金属形态的分步提取法和地球化学平衡软件Visual MINTEQ v3.0,进一步分析和预测了小分子有机酸作用下土壤中Pb以及土壤溶液中Pb的形态变化.在此基础上,分析了小分子有机酸对Pb作用的环境意义与环境风险.结果表明,3种小分子有机酸均显著增加了紫色土中Pb的释放量,活化效果表现为柠檬酸酒石酸乙酸.在有机酸作用下,土壤中交换态Pb总量增加,碳酸盐结合态Pb和铁锰氧化物结合态Pb总量降低;土壤溶液中Pb以有机结合态为主,占总Pb质量的45.16%~75.05%,游离态次之,占22.71%~50.25%,且随着浓度增加,柠檬酸和酒石酸作用下的土壤溶液中的游离态Pb和无机结合态Pb增加,而有机结合态Pb减少,乙酸则呈相反趋势.总体上看,小分子有机酸提高了紫色土中Pb的生物有效性,且存在地下水的淋溶风险,其中柠檬酸的淋溶风险远大于酒石酸和乙酸.     

深圳大气PM2.5中水溶性有机物的来源特征

对2017年9月～2018年8月深圳市北部大气PM_2.5中水溶性有机物(WSOM)的质量浓度、质谱及来源结构进行测量和分析.结果表明:PM_2.5的质量浓度为(32.3±18.4)μg/m³,WSOM的质量浓度为(9.4±5.7)μg/m³,占颗粒物总有机物的(77.6%±14.0%).质谱分析显示,WSOM的氧碳比(O/C)平均值达到(0.57±0.09),属于二次有机物的O/C值范围,且生物质燃烧排放的离子碎片C₂H₄O₂⁺的丰度显著,说明WSOM的来源中有显著的生物质燃烧排放的有机气溶胶.为了明确WSOM的来源结构,利用正矩阵因子分解法(PMF)模型进行来源解析,发现3个合理因子:高氧化态有机气溶胶(MO-OOA),低氧化态有机气溶胶(LO-OOA)和生物质燃烧(BBOA),贡献比例分别为51.7%,31.8%和16.5%.MO-OOA和BBOA贡献浓度均呈现秋冬高、春夏低的季节变化特征,反向轨迹分析显示其与...     

水源水库贫营养好氧反硝化菌群脱氮特性研究

为削减微污染水库中氮素的浓度,通过对西安市李家河水库沉积物进行定向富集驯化,筛选出以Pseudomonas菌为主、具有高效好氧反硝化特性的混合菌群-A1.摇床实验表明,贫营养好氧反硝化菌群A1在15h时硝酸盐氮去除率可达93.39%,硝酸盐氮平均去除速率为0.2073mg/（L·h）;总氮去除率为52.11%,总氮平均去除速率为0.1153mg/（L·h）,无亚硝酸盐积累.氮平衡分析表明,约45%的初始氮被去除转化为气体产物.响应面法（RSM）结果表明,C/N比9.96,温度22.67℃,pH8.01,转速91r/min,溶解氧8.55mg/L是去除总氮（TN）的最优条件.     

垃圾填埋场渗滤液灌溉后重金属的生态效应

盆栽试验结果表明,经l年的渗滤液浇灌后,土壤中重金属的积累量未超过国标允许值,原液浇灌的土壤酶活性受到抑制,其他处理的土壤酶活性呈现不同程度的增强.豆科树种（台湾相思和海南红豆）对重金属的吸收积累明显强于非豆科树种（桃形杧果、人面子、美人蕉、尖叶杜英）,对Cu、Zn的吸收也强于草本植物香根草,狗牙根、美人蕉和膨蜞菊,但对Pb、Cd的吸收则次之,不同植物对渗滤液的耐性差别明显,台湾相思、海南红豆、香根草、狗牙根和蟛蜞菊对渗滤液有较强的耐性,对渗滤液污染的土壤有较好的净化修复能力,适合作为垃圾填埋场植被重建材料.     

Effects of payments for ecosystem services on wildlife habitat recovery

Conflicts between local people's livelihoods and conservation have led to many unsuccessful conservation efforts and have stimulated debates on policies that might simultaneously promote sustainable management of protected areas and improve the living conditions of local people. Many government‐sponsored payments‐for‐ecosystem‐services (PES) schemes have been implemented around the world. However, few empirical assessments of their effectiveness have been conducted, and even fewer assessments have directly measured their effects on ecosystem services. We conducted an empirical and spatially explicit assessment of the conservation effectiveness of one of the world's largest PES programs through the use of a long‐term empirical data set, a satellite‐based habitat model, and spatial autoregressive analyses on direct measures of change in an ecosystem service (i.e., the provision of wildlife species habitat). Giant panda (Ailuropoda melanoleuca) habitat improved in Wolong Nature Reserve of China after the implementation of the Natural Forest Conservation Program. The improvement was more pronounced in areas monitored by local residents than those monitored by the local government, but only when a higher payment was provided. Our results suggest that the effectiveness of a PES program depends on who receives the payment and on whether the payment provides sufficient incentives. As engagement of local residents has not been incorporated in many conservation strategies elsewhere in China or around the world, our results also suggest that using an incentive‐based strategy as a complement to command‐and‐control, community‐ and norm‐based strategies may help achieve greater conservation effectiveness and provide a potential solution for the park versus people conflict.     

The effects of autophagy in rat tracheal epithelial cells induced by silver nanoparticles

Environmental Science and Pollution Research - The massive use of silver nanoparticles (AgNPs) is potentially harmful to exposed humans. Although previous studies have found that AgNPs can induce...     

Geochemistry of heavy metal-contaminated sediments from the Four River inlets of Dongting lake,China

Environmental Science and Pollution Research - The concentrations of major and trace elements in the sediments from the Four River inlets of Dongting Lake were analysed. The results show that the...