基于神经网络集成的单个飞行事件噪声预测模型

通过分析影响单个飞行事件噪声的各种因素,构建了BP神经网络回归预测模型,并通过自适应遗传算法优选出参与集成的个体神经网络,提出了预测单个飞行事件噪声的神经网络集成预测模型.为了有效保证差异性,设置不同隐藏神经元个数和Bagging算法来构建和训练单个网络.实验结果表明,单个飞行事件噪声的神经网络集成预测模型相对单个BP神经网络模型泛化能力更强,稳定性能更好.本文方法在测试集上误差在3dB以内的平均比率为96.9%,比单个网络高6.8%.     

壬基酚、五氯酚及硝基苯对端足类河蜾蠃蜚(Corophium acherusicum)的毒性效应

为检测海洋中环境激素及芳烃类化合物对端足类生物的污染危害,实验选择端足类河蜾蠃蜚(Corophium acherusicum)为受试生物,研究了其在壬基酚、五氯酚、硝基苯三种有机污染物暴露下的96 h急性致死毒性效应和7 d慢性DNA损伤毒性效应。计算获得壬基酚、五氯酚和硝基苯对河蜾蠃蜚的96 h半致死浓度(LC50)分别为70、465、25 000μg·L-1,三种有机污染物对河蜾蠃蜚的毒性强弱顺序为壬基酚五氯酚硝基苯。运用碱解旋法检测壬基酚、五氯酚和硝基苯对河蜾蠃蜚DNA损伤的程度,计算得到7 d半效应浓度(EC50)分别为30、256、11 000μg·L-1。实验结果表明:三种有机污染物浓度的不断加大,引起河蜾蠃蜚DNA损伤程度的不断增加,呈显著的剂量-效应关系。     

地下水的致灾效应及异常地下水流诱发地质灾害

地下水是诱发和触发近地表地质灾害的最主要因素,在地质灾害评价、预测与防治中具有特殊重要的意义。本文对灾害过程中地下水的地质-力学作用一般原理和规律作了较为全面的分析,提出了地质体水敏性和水敏结构的概念,尤其对地下水的化学作用进行了较为深入的分析。结合具体实例,揭示了两类典型的极端情况下地下水触发地质灾害的特殊机理。一类是大型顺层滑坡发生过程中的地下水的“水垫-楔裂”效应;另一类是深埋长隧道中,地下水在高强度水头压力作用下的“劈裂”效应。两类效应在西南地区斜坡地质灾害和深埋长隧道的修建过程中都具有一定的典型意义。     

高海拔排土场边坡安全稳定性SBAS-InSAR监测

为解决高海拔排土场边坡安全稳定性监测中常规监测仪器布置和人员值守的高投入、高风险问题,分析西藏山南桑日县某排土场边坡25景Sentinel-1A数据,利用短基线集合成孔径雷达干涉测量(SBAS-InSAR)技术监测终了排土场边坡从2018年11月4日-2020年12月23日期间的地表形变,采用基线估计状态空间模型、自适...     

Single walled carbon nanotubes induce cytotoxicity and oxidative stress in HEK293 cells

The aim of the present study was to evaluate the potential toxicity and general mechanisms involved in single walled carbon nanotubes (SWCNTs)-induced cytotoxicity using human embryonic kidney cell line (HEK293) cells. Carbon nanotubes (coded as CNT) used in this study were synthesized by the chemical vapor deposition method. To elucidate the possible mechanisms underlying SWCNT-induced cytotoxicity, cell viability, cell membrane damage (lactate dehydrogenase activity (LDH) assay), reduced glutathione (GSH), interleukin-8 (IL-8) and lipid peroxidation products levels were quantitatively assessed following SWCNT exposure for 48 hr using HEK293 cells. Exposure of cells to SWCNT at 3–300 μg/ml produced significant reduction in cell viability in a concentration-dependent manner. The IC₅₀ value of SWCNT was found to be 87.58 μg/ml. Exposure of HEK cells to SWCNT at 10–100 μg/ml resulted in concentration-dependent cell membrane damage, increased production of IL-8, elevated levels of thiobarbituric acid reactive substances like malondialdehyde and decreased intracellular GSH levels. In summary, exposure to SWCNT resulted in a concentration-dependent cytotoxicity in cultured HEK293 cells that was associated with increased oxidative stress.     

Influence of slope aspect on soil physico-chemical and biological properties in the mid hills of central Nepal

This study assessed the influence of slope aspect and land use on soil physio-chemical and biological properties (soil quality indicators) on contiguous south- and north-facing slopes of the mid hills in central Nepal, having the same climate, vegetation and parent material. In each aspect, two treatments (agriculture and forest) were chosen and four replicates taken for each treatment. Soil sample collection and microarthropod extraction was done according to the standard methodology: soil core samples (10 × 10 × 5 cm) and extraction with the modified Berlese–Tullgren funnel. The investigated soil variables were temperature, moisture, faunal abundance and diversity, organic matter, organic carbon, bulk density and pH. Except in a few cases, all considered soil properties showed significant differences between aspects and land use. Soils of the north-facing slope had higher SOC content, moisture, faunal abundance and diversity, and lower temperature and pH. Variations due to topographic aspect induced varied microclimates, causing differences in faunal abundance and diversity; soil moisture, temperature and organic matter trends affected soil fertility and ultimately soil quality. Further studies are required to clarify the complex interactions between soil properties (physio-chemical and biological), vegetation and slope aspect in Nepal, as well as to develop soil biological indicators as a tool to assist in sustainable land management.     

陕北黄土区陡坡土壤水分变异规律研究

土壤水分是制约陕北黄土区陡坡林草植被建设主要限制因素,深入系统的研究陡坡土壤水分变异规律是科学开展林草植被建设的重要前提。目前,陡坡不同季节、不同坡向、不同坡度的土壤水分变异规律尚未见系统的研究。为此,本研究通过观测陕北黄土区坡面尺度的自然恢复流域陡坡土壤含水量,研究分析了陡坡土壤水分季节变化规律、陡坡土壤水分垂直变化规律,结果表明：（1）陕北黄土区陡坡的土壤水分消耗期、土壤水分积累期、土壤水分消退期和土壤水分稳定期分别对应3-6、7-9、10-11和12月-次年2月;（2）0~120 cm土层中0~60 cm土层土壤含水量变化活跃。土壤水分随着土层深度的增加而增加,且各层间的差异也越来越显著;（3）基于土壤水分的垂直变化规律,陡坡的土壤水分弱利用层、土壤水分利用层、土壤水分调节层分别为0~40、40~60和60~100 cm。（4）在垂直于陡坡坡面方向上,深度大于40~50 cm的土壤层能为植被生长提供良好的土壤水分环境,有利于人工植被建设在陡坡开展。     

软弱基底排土场变形破坏治理措施研究

针对软弱基底露天矿排土场普遍存在的变形破坏问题,结合胜利东二露天矿南排土场南帮边坡的工程实际,基于极限平衡理论,给出了通过探槽及滑坡变形反分析综合确定基底赋存条件及抗剪强度指标的方法;提出了对软弱基底排土场的变形治理措施;根据已有监测数据,对南帮边坡治理效果进行了评价。结果表明:在实施削坡减载措施后,各地表监测点的累计位移趋于平缓,边坡治理措施效果明显,解决了胜利东二露天矿迫切的安全问题,为同样具有软弱基底的其他露天矿排土场变形及破坏治理提供了指导。     

Interspecific association among main plant species in the unstable slope with high-frequency debris flow北大核心CSCD

To determine the characteristics of vegetation community structure and the relationship between species in the frequent watersheds of debris flow in fragile ecological environments, based on sample survey and 2 × 2 joint table techniques, we used analysis of variance test, χ2 test, Jaccard index, Pearson correlation coefficient, and Spearman's rank correlation coefficient test to study the main plant species correlations in the stable zone, instable zone, and deposit zone of the unstable slope. The analysis of variance test showed that all 45 species pairs had a significant negative correlation in the stable zone and instable zone, whereas there was no significant negative correlation in the deposit zone, which showed that the species had an independent distribution trend. The results from the different tests showed that there were 1 pair, 4 pairs, and 4 pairs from the stable zone, instable zone, and deposit zone, respectively, which had significant interspecific association under the χ2 test and the ratios of positive correlation pairs to negative correlation pairs were 0.55, 0.67, and 0.67 in the stable zone, instable zone, and deposit zone, respectively. There were 8 pairs, 5 pairs, and 5 pairs from the stable zone, instable zone, and deposit zone, respectively, which had significant interspecific association from the Pearson correlation analysis test, and the ratios of positive correlation pairs to negative correlation pairs were 0.36, 0.45, and 0.45 in the stable zone, instable zone, and deposit zone, respectively. There were 10 pairs, 6 pairs, and 9 pairs from the stable zone, instable zone, and deposit zone, respectively, which had significant interspecific association from the Spearman's rank correlation analysis test and the ratios of positive correlation pairs to negative correlation pairs were 0.5, 0.55, and 0.6 in the stable zone, instable zone, and deposit zone, respectively. The three test results showed general similarities but there were some differences. Most species pairs did not reach a significant level in the three zones and the number of negatively related species was more than the number of positively related species. In brief, this loose interspecific relationship indicates that the entire plant community was not stable, and the interspecific relationships among species are susceptible to environmental interference in the ecologically fragile areas of the debris flow basin. Therefore, rational selection and configuration of species should be applied to promote community structure development and ecological environmental improvement in vegetation restoration process areas with high-frequency debris flow. © 2018 Science Press. All rights reserved.     

岩质高边坡运营安全风险评估指标体系研究

为建立高速公路岩质高边坡风险评估指标体系,针对指标选取代表性不足、指标分级阈值缺少定量判据、指标获取困难等问题,采用逐坡普查与重点调查、工程地质类比与复核、现场监测与数值计算相结合的方法,提出了岩质高边坡运营安全风险评估指标体系。包括边坡断面几何特征、水的影响、边坡岩体结构、支挡加固设施及边坡破坏模式等5个一级指标与坡高、坡度等15个二级指标,并确定了量化分级标准与取值方法。评估结果表明:指标体系适用性较强,为后续评估运营安全风险奠定了基础。