利用GRNN方法分析地下管道抗震性能影响因素的敏感性   总被引：2，自引：0，他引：2  

王威  马东辉  苏经宇  郭小东  王志涛 《地震工程与工程振动》2009,29(2)

通过对地震动作用下地下管道最大轴向应力和多种影响因素的分析,基于广义回归神经网络（GRNN）建立了地下管道地震反应预测模型。在此基础之上,将正交表试验设计理论、效用函数理论与神经网络结合起来对地下管道抗震性能影响因素进行敏感性分析,并给出了敏感性分析的具体算法。最后,通过实例分析,将分析结果与用传统理论分析所得结果进行比较,结果显示,该方法不仅可靠,而且简单方便。  相似文献   

Comparison of the Anthropogenic Emission Inventory for CMIP6 Models with a Country-Level Inventory over China and the Simulations of the Aerosol Properties     

Tianyi FAN  Xiaohong LIU  Chenglai WU  Qiang ZHANG  Chuanfeng ZHAO  Xin YANG  Yanglian LI 《大气科学进展》2022,39(1):80-96

Anthropogenic emission inventory for aerosols and reactive gases is crucial to the estimation of aerosol radiative forcing and climate effects.Here,the anthropogenic emission inventory for AerChemMIP,endorsed by CMIP6,is briefly introduced.The CMIP6 inventory is compared with a country-level inventory(i.e.,MEIC)over China from 1986 to 2015.Discrepancies are found in the yearly trends of the two inventories,especially after 2006.The yearly trends of the aerosol burdens simulated by CESM2 using the two inventories follow their emission trends and deviate after the mid-2000s,while the simulated aerosol optical depths(AODs)show similar trends.The difference between the simulated AODs is much smaller than the difference between model and observation.Although the simulated AODs agree with the MODIS satellite retrievals for country-wide average,the good agreement is an offset between the underestimation in eastern China and the overestimation in western China.Low-biased precursor gas of SO₂,overly strong convergence of the wind field,overly strong dilution and transport by summer monsoon circulation,too much wet scavenging by precipitation,and overly weak aerosol swelling due to low-biased relative humidity are suggested to be responsible for the underestimated AOD in eastern China.This indicates that the influence of the emission inventory uncertainties on simulated aerosol properties can be overwhelmed by model biases of meteorology and aerosol processes.It is necessary for climate models to perform reasonably well in the dynamical,physical,and chemical processes that would influence aerosol simulations.  相似文献   

Dynamic properties analysis of a stay cable-damper system in consideration of design and construction factors     

Danhui Dan  Yanyang Chen  Rong Xiao 《地震工程与工程振动(英文版)》2014,13(2):317-326

A numerical solution based on the Steffensen stable point iterative method is proposed to resolve the transcendental frequency equation of a stay cable-damper system. The frequency equation, which considers clamped supports and fl exural rigidity of the cable, is intended to investigate the infl uence of the parameters of the cable damper system on its dynamic characteristics. Two factors involved in the design and construction phases, the damping coeffi cient induced by external dampers and the cable tension, are the focus of this study. Their impact on modal frequencies and damping ratios in these two phases of cable-damper systems are investigated by resolving the equation with the proposed solution. It is shown that the damping coeffi cient and cable tension exert more noticeable effects on the modal damping ratios than on the modal frequencies of stay cable-damper systems, and the two factors can serve as design variables in the design phase and as adjustment factors in the construction phase. On the basis of the results, a roadmap for system-level optimal design of stay cable-damper systems that can achieve global optimal vibration suppression for the entire bridge is proposed and discussed.  相似文献   

Multiple sulfur and oxygen isotope compositions in Beijing aerosol   总被引：1，自引：0，他引：1  

ZhaoBing Guo  MengLong Wu  FengLing Liu  Ying Wei  DongFang Li 《中国科学:地球科学(英文版)》2014,57(11):2671-2675

Multiple sulfur isotopes(32S, 33 S, 34 S, 36S) and oxygen isotopes(16O, 18O) in Beijing aerosols were measured with MAT-253 isotope mass spectrometer. The δ34S values of Beijing aerosol samples range from 1.68‰ to 12.57‰ with an average value of 5.86‰, indicating that the major sulfur source is from direct emission during coal combustion. The δ18O values vary from 5.29‰ to 9.02‰ with an average value of 5.17‰, revealing that the sulfate in Beijing aerosols is mainly composed of the secondary sulfate. The main heterogeneous oxidation of SO2 in atmosphere is related to H2O2 in July and August, whereas H2O2 oxidation and Fe3+ catalytic oxidation with SO2 exist simultaneously in September and October. Remarkable sulfur isotope mass-independent fractionation effect is found in Beijing aerosols, which is commonly attributed to the photochemical oxidation of SO2 in the stratosphere. In addition, thermochemical reactions of sulfur-bearing compounds might be also a source of sulfur isotope anomalies based on the correlation between ?33S and CAPE.  相似文献   

塔克拉玛干沙漠腹地黑碳气溶胶浓度   总被引：1，自引：0，他引：1  

陆辉  魏文寿  崔彩霞  吴新萍 《中国沙漠》2014,34(4):1087-1093

利用2006年3月-2007年2月塔克拉玛干沙漠腹地塔中气象站黑碳测量仪的观测数据,结合同期PM₁₀、能见度及常规气象观测资料,分析了沙漠地区大气中黑碳气溶胶浓度的变化特征及其影响因子。结果表明：观测期间黑碳浓度小时平均值为1.81±1.58 μg·m^-3,日平均浓度为1.72±0.85 μg·m^-3,区域本底值为0.78 μg·m^-3;日变化呈单峰,与其他地区的双峰、三峰型不同;季节变化特征明显,春、冬季黑碳浓度较高,秋季较低,春季大量沙尘增加了气溶胶的吸收特性,黑碳测量仪观测的黑碳浓度要高于近地面大气中实际的黑碳浓度;黑碳浓度小时平均值与风速呈显著非线性相关,不同风向下黑碳浓度水平有较明显的差异,该地区黑碳浓度的变化与盛行风向上来自污染较严重地区的气团输送有关,并且受局地沙尘和排放源的影响。  相似文献   

沙漠与城市气溶胶散射系数变化比较   总被引：1，自引：0，他引：1  

彭艳梅  何清  刘新春  王舒  高磊 《中国沙漠》2014,34(5):1363-1368

利用塔克拉玛干沙漠大气环境观测试验站和中国气象局乌鲁木齐沙漠气象研究所承担的乌鲁木齐大气成分观测站2010年1月1日至12月31日的单波段积分浊度计的观测资料,分析了沙漠（塔中）和城市（乌鲁木齐）两种不同下垫面地区的气溶胶散射系数的变化特征。（1）散射系数小时平均值：塔中地区变化范围在39.6～8 442.8 Mm^-1,平均值318.4 Mm^-1;乌鲁木齐变化范围在28.9～6 590.0 Mm^-1,平均值451.5 Mm^-1;乌鲁木齐小时平均值在1 000 Mm^-1以上的高值区间大于塔中地区。（2）散射系数日变化：塔中呈现单峰变化,其中最大值387.0 Mm^-1出现于凌晨02：00,最小值276.4 Mm^-1出现于午后的17：00;乌鲁木齐呈现三锋变化,3个峰值分别出现于09：00、14：00、22：00,与塔中地区存在明显差异。（3）散射系数月均值变化：塔中的月平均值最大是4月,为500.2 Mm^-1,最小是2月,为145.9 Mm^-1;乌鲁木齐月均值最大在2月,为1 086.3 Mm^-1,最小值在7月,为101.1 Mm^-1,两地区月均值变化整体呈现相反的现象。（4）散射系数季节变化：塔中地区春季>夏季>秋季>冬季;乌鲁木齐冬季>秋季>春季>夏季。  相似文献   

Atmospheric correction of HJ-1 A/B CCD over land: Land surface reflectance calculation for geographical information product     

Qiaoyan Fu  Xiangjun Min  Lin Sun  Shengfang Ma 《地理学报(英文版)》2014,24(6):1083-1094

This paper proposed a method to retrieve the land surface reflectance from the HJ-1A/B CCD data. The aerosol optical depth（AOD）, the most important factor affecting the atmospheric correction of CCD images at all bands, is proposed to retrieve from the CCD imagery by the approach of dense dark vegetation（DDV） method. A look-up table in terms of the transmittances, the path radiances and the atmospheric spherical albedo as functions of the AOD was established for a variety of sun-sensor geometry and aerosol loadings. The atmospheric correction is then achieved with the look-up table and the MODIS surface reflectance output（MOD09） as the priori datasets. Based on the retrieved AOD and the look-up table of atmospheric correction coefficients, the land surface reflectance was retrieved for the HJ-1A/B data according to the atmospheric radiative transfer equation. Some in-situ measurement Data for Yanzhou of Shandong province in East China and MODIS land surface reflectance products MOD09 are used to preliminarily validate the proposed method. The results show that the proposed method can remove effectively the atmospheric contributions, and the overall accuracy of the retrieval land surface reflectance can be improved substantially.  相似文献   

The Role of Aerosol in Climate Change, the Environment, and Human Health   总被引：1，自引：0，他引：1       下载免费PDF全文

ZHANG Ren-Jian  HO Kin-Fai  SHEN Zhen-Xing 《大气和海洋科学快报》2012,5(2):156-161

Aerosol is an important component of the atmosphere, and its source, composition, distribution, and effects are highly complicated. Governments and scientists have given much attention to aerosol problems, and it has become a hot topic due to the important role it plays in climate change and the Earth’s environment. In this paper, 1) the importance of aerosol in climate change, the atmospheric environment, and human health is summarized; 2) the recent serious problems of aerosol pollution and the shortage of current aerosol research in China are pointed out; and 3) the necessity to enhance aerosol research in China is emphasized.  相似文献   

Air masses and aerosols chemical components in the free troposphere at the subtropical northeast atlantic region     

A. M. Díaz  J. P. Díaz  F. J. Expósito  P. A. Hernández-Leal  D. Savoie  X. Querol 《Journal of Atmospheric Chemistry》2006,53(1):63-90

The dynamics and the aerosol chemistry of the air masses reaching the free troposphere of the subtropical Northeast Atlantic region during the period 1995–98 have been studied. Seven days backward trajectories were calculated daily with HYSPLIT-4 model for Izaña Global Atmospheric Watch (GAW) Observatory (28.3^°N 16.5^°W, 2367 m a.s.l.). These back-trajectories were classified by means of a k-means clustering strategy. The daily air masses have been coded using 16 variables to detect the aerosol load of each one of them. Four clusters were found: Cluster 1, representative of Atlantic oceanic middle troposphere air masses, (OMT), has an average frequency of occurrence of 50.6%. Cluster 2, which includes air masses originated in the African continent (AfD), has been recorded in a 19.8% of time. Cluster 3 represents a mixture at least of two of the next sources: Europe, Africa and Ocean, (EAM), with a frequency of 12.7%. Finally, Cluster 4 includes air masses with a high load of maritime aerosols, (MaA), and it has been detected in a 16.9%. An analysis of four aerosol components: NO₃ ^?, NH₄ ⁺, non-sea-salt-SO₄ ^2?, and mineral dust and its relation with the origin and transport of the air masses have been done. The highest quantities of mineral dust and nss-SO₄ ^2? are linked with African air masses with a mean value of 86.5 and 1.9 μg/m³ respectively. Whereas the highest levels of NO₃ ^?, 1.0 μg/m³, and NH₄ ⁺, 0.4 μg/m³, were obtained for AfD and EAM. The lowest levels were associated with OMT and MaA air masses types: 12.7, 0.6, 0.2, and 0.5 μg/m³ for dust, NO₃ ^?, NH₄ ⁺, and nss-SO₄ ^2? in average for the four studied years. However, it is remarkable that the values of the median for dust are 2.2 and 3.5 μg/m³ in clusters MaA and OMT respectively. Using non-parametric statistical tests the distributions of concentrations in each cluster by year have been compared in order to detect similarities. The results show that the aerosol loads of OMT and MaA air masses are quite similar and the same occurs for AfD and EAM air masses. However, the correlation analysis between the levels of anions and ammonium evidenced important differences among the air mass types. In AfD air masses is clear a low correlation between levels of nss-SO₄ ^2? and NH₄ ⁺ (r ² = 0.08) suggesting that the sulfate speciation was dominated by sulfate species others than ammonium sulfate, such as calcium sulfate. CaSO₄ ?2H₂O (gypsum) is mainly present in the coarse mode, where the radiative effects of sulfate are less important that in the accumulative mode. For OMT air masses is noticeable an important increasing on the correlation between the levels of anions and those of NH₄ ⁺ for the two last years of the study period (1997–1998, r ² = 0.61 –0.85%) with respect to the first ones (1995–1996, r ² = 0.25–0.49%), coinciding with the second strongest ENSO (El Niño Southern Oscillation) event recorded. This behavior indicates a change in the speciation of the aerosol component.  相似文献   

塔克拉玛干沙漠腹地沙尘气溶胶对低层大气的加热效应     

陈霞  魏文寿  顾光芹  安月改 《气象学报》2012,70(6):1235-1246

利用塔克拉玛干沙漠腹地塔中气象站2006年8月1日-2007年7月31日近地层80 m铁塔逐时温度、辐射和5 minPM10浓度、黑碳(BC)质量浓度、散射系数等数据,结合地面常规气象数据筛选出四季沙尘过程,剔除云的影响,以每次沙尘过程的晴空为大气背景值,分析沙尘气溶胶对低层大气的加热效应.结果表明,沙漠腹地沙尘过程对低层大气日平均温度有显著的增温效应,扬沙在冬、春季最剧烈,日平均温度分别高出晴空3.4和3.8℃,沙尘暴其次,浮尘最小.沙尘过程显著地增大了大气逆辐射量,沙尘暴日平均为晴空的1.24倍,扬沙为晴空的1.21倍.沙尘影响低层大气温度梯度分布,显著缩短了大气的逆温时间,减弱了逆温强度.沙尘过程对低层大气增温的原因,春季是大粒子浓度的显著增大,冬季是吸收性粒子的增多,而夏、秋季则为小粒子浓度的增大和散射系数的增大.低层大气温度梯度在扬沙天气随PM10的增加而减小,主要由低层10m以下大气温度变化引起;浮尘天气主要与小粒子浓度关系密切,其影响高度最大,春、夏季可以达全层80 m,秋、冬季也可超过32 m;沙尘暴一致性较差,除秋季外,均由2 m以内温度变化所致.  相似文献