Assessing model of highway slope stability based on optimized SVM     

《China Geology》2020,3(2):339-344

Considering the geological hazards attributed to the highway slope, using a common simple model cannot accurately assess the stability of the slope. First, principal component analysis (PCA) was conducted to extract the principal components of six factors (namely, bulk density, cohesion, internal friction angle, slope angle, slope height, and pore water pressure ratio) affecting the slope stability. Second, four principal components were adopted as input variables of the support vector machine (SVM) model optimized by genetic algorithm (GA). The output variable was slope stability. Lastly, the assessing model of highway slope stability based on PCA-GA-SVM is established. The maximal absolute error of the model is 0.0921 and the maximal relative error is 9.21% by comparing the assessment value and the practical value of the test sample. The above studies are conducive to enrich the assessing model of highway slope stability and provide some reference for highway slope engineering treatment.  相似文献   

一株淡水红藻的形态及分子系统发育研究     

方鵾鹏  南芳茹  冯佳  吕俊平  刘琪  谢树莲 《湖泊科学》2019,31(1):220-235

以采自山西晋祠泉的一株淡水红藻JC1712001为实验材料,对其进行分子系统发育分析和形态特征鉴定,同时利用分子数据对其进行生物地理学研究.结果显示,该株淡水红藻JC1712001与美国、西班牙地区报道的马赫拉熊野藻（Kumanoa mahlacensis Kumano）遗传距离最近,基于rbcL、COI和UPA序列的遗传距离均为0.基于3个序列,利用贝叶斯法、最大似然法和邻接法3种方法构建的系统发育树具有高度一致的系统发育关系,JC1712001均与西班牙及美国地区已报道的马赫拉熊野藻聚为一支,支持率都在97%以上,支持其为马赫拉熊野藻,同时也表明3个基因的高度保守性.形态特征的观察也支持这个结果.马赫拉熊野藻在欧洲、亚洲、北美洲均有分布,RASP软件构建的地理起源图谱显示,欧洲类群地理起源更为古老.马赫拉熊野藻为稀有种,本文的研究结果丰富了我国淡水红藻的分布,为其系统发育和地理起源研究提供了依据.  相似文献   

汾河源区生态系统服务价值的时空变化   总被引：1，自引：0，他引：1  

高婧  李晋昌  杨永刚 《中国沙漠》2015,35(3):814-820

运用GIS和遥感技术分析了汾河源区宁武县1990、2000、2010年的土地利用/覆被时空变化特征,并参照中国不同陆地生态系统单位面积服务价值,分析了该区域生态系统服务价值的时空变化。结果表明:1990-2010年,研究区生态系统服务价值共损失0.34×10⁸元,且损失量和损失幅度呈增加趋势;研究区东北到西南方向上的大片低海拔区域生态系统服务价值减幅较大,主要与该区域频繁的人类活动有关,而高海拔山区减幅较小或略有增加。气候暖干化、过度放牧和建设用地增加引起的草地和水域减少是导致研究区生态系统服务价值减少的主要原因。  相似文献   

毛乌素沙地西南缘灌丛沙丘沉积物的粒度和元素特征   总被引：6，自引：4，他引：2  

刘海霞  李晋昌  苏志珠  杜自强  高婧 《中国沙漠》2015,35(1):24-31

对毛乌素沙地白刺(Nitraria tangutorum)灌丛沙丘沉积物粒度和元素特征进行了采样分析.结果表明:灌丛沙丘沉积物来源单一,几乎全部由丘间地物质组成,其粒度和元素特征与丘间地物质极其相似;相对而言,灌丛沙丘沉积物比丘间地物质含有更多粗颗粒物,主要因丘间地可做跃移运动的中沙和细沙更易被灌丛阻挡而堆积;灌丛沙丘沉积物中大部分元素含量比丘间地物质低,主要因这些元素易被淋溶迁移到丘间地富集;灌丛沙丘发育以来,虽然其沉积环境存在波动,但相对稳定,未发生过显著变化.  相似文献   

The numerical and empirical evaluation of chimneys considering soil structure interaction and high-temperature effects     

《Soil Dynamics and Earthquake Engineering》2014

During the past strong ground motions, chimneys constructed according to international standards are representative of similar structures at industrial areas throughout the world, including those collapsed or moderately damaged in earthquake-prone regions. This is due to the specialty of structural characteristics and the special loads acting on the structure such as earthquakes, wind and differences in the level of temperature, etc. In this context, the researchers and designers should focus on the dynamic behavior of chimneys especially under high temperature and seismic effects. For this purpose, the main focus of this study is to evaluate the dynamic response of a chimney under the above-mentioned effects considering soil-structure interaction (SSI). A 52 m steel chimney in Yeşilyurt township of Samsun City in Turkey was studied. The in-situ model testing and numerical models were compared. Before the commissioning of the chimney, a series of tests was realized to define its dynamic characteristics in case of no-heat and after the fabric got to work, the same tests were repeated for the same sensor locations to understand the heat effect on the dynamic response of the chimney. The ambient vibration tests are proven to be fast and practical procedures to identify the dynamic characteristics of those structures. The dynamic testing of the towers promises a widespread use, as the identification of seismic vulnerability of such structures becomes increasingly important. The data presented in this study are considered to be useful for the researchers and engineers, for whom the temperature and SSI effects on steel chimneys are a concern. Using the modal analysis techniques, presented finite element simulation for the soil/pile foundation-chimney interaction system is verified. The results of modal analyses using numerical solutions are shown to have acceptable accuracy compared with results obtained by in-situ test. The present study also aims to provide designers with material examples about the influence of these on the seismic performance of steel chimneys by means of reflecting the changes in the dynamic behavior.  相似文献   

冬季气候变暖对山西省冬小麦可种植区的影响   总被引：4，自引：0，他引：4  

钱锦霞  李娜韩普 《地理学报》2014,69(5):672-680

基于山西省境内较为均匀分布的70 个地面气象观测站1970-2012 年冬季逐日气温资料,采用线性倾向估计法分析了负积温、最冷月平均气温和年极端最低气温的变化特征,采用累积距平法确定其突变点,以突变点为界分为前后2 个时间段,依据前后时间段等值线的变化分析冬季气候变暖对山西省冬小麦可种植区的影响。结果表明：山西省负积温呈现显著减少趋势（通过了α=0.01 的显著检验）,最冷月平均气温和年极端最低气温呈现不显著升高趋势;突变后,负积温平均减少了103.4℃,最冷月平均气温和年极端最低气温分别升高了0.8℃和0.7℃;在3 个指标中,决定山西省冬小麦能否种植的关键因子是负积温和年极端最低气温,最冷月平均气温的影响较小;冬季气候变暖后,平均状况下,冬小麦可种植区域面积扩大了约2.9×10⁶ hm²,扩大52%,80%保证率下,冬小麦种植面积扩大了约2.3×10⁶ hm²,扩大79%。  相似文献   

青藏高原东北部泥炭沉积粒度与元素记录的全新世千年尺度的气候变化   总被引：2，自引：0，他引：2  

刘冰  靳鹤龄  孙忠  苏志珠  张彩霞 《冰川冻土》2013,35(3):609-620

通过对青藏高原东北部共和盆地泥炭沉积的粒度与地球化学元素分析, 重建了区域全新世千年尺度的气候变化过程. 结果显示: 10.0~8.6 cal ka BP区域暖湿程度逐渐增加, 但在8.6~7.1 cal ka BP气候相对寒冷干燥, 7.1~3.8 cal ka BP 暖湿程度总体上为全新世最佳, 但也出现明显的气候波动, 3.8~0.5 cal ka BP气候向冷干方向发展, 0.5 cal ka BP以来气候又逐渐转向暖湿. 这一特征与中国东部季风区的气候变化有很好的一致性. 此外, 区域全新世气候变化过程中存在10次千年尺度的寒冷事件, 并与高原冰芯、 湖泊、 泥炭和风成沉积记录的古气候变化, 甚至与北半球高低纬度的气候变化都具有良好的可比性. 因此, 认为区域全新世气候变化具有"季风模式"与"千年尺度震荡"的双重特点.  相似文献   

平面应变下结构性对黄土基坑稳定性的影响     

马林  赵队家  陈昌禄 《岩土力学》2013,34(Z1):419-424

鉴于以往很少考虑黄土结构性对基坑开挖的影响,针对目前普遍存在的基坑稳定性问题,开展室内平面应变条件下的真三轴试验,建立黄土结构性与强度之间关系,通过FISH语言将其引入到基坑开挖数值模拟中,分析结构性对基坑开挖的影响。研究表明,结构性参数与强度指标的变化规律与以往研究结果基本一致,表现为结构性参数与黏聚力呈双曲线关系,但参数略有不同,其受摩擦角的影响较小;结构性影响下基坑侧壁出现明显滑带,且此时连续墙的侧向位移大于不考虑其影响时的位移,坑底隆起量亦如此。研究结果对黄土基坑工程的设计和施工具有一定的指导意义。  相似文献   

距今220 ka以来大同盆地沉积物磁化率反映的气候变化     

苏志珠  杨宗园  李晋昌 《冰川冻土》2015,37(2):401-407

大同盆地地处我国季风影响的北部边缘, 第四纪以来盆地内发育厚层的河湖相地层, 其上覆盖马兰黄土或全新世沉积, 蕴含着丰富的气候环境变迁信息, 是研究气候环境变化的理想场所. 在对盆地内地层考察的基础上, 对晚近地质时期河湖相与风成相互层沉积剖面的磁化率、粒度变化进行了分析. 结果表明: 220 ka BP以来大同盆地气候变化经历了中更新世(220~199 ka BP)暖湿期、中更新世(199~138 ka BP)干冷期、末次间冰期(138~71 ka BP)暖湿期、末次冰期(71~11 ka BP)干冷期、全新世(11 ka BP至今)频繁的干冷暖湿波动变化过程, 每个阶段仍有次一级的气候波动. 大同盆地这种气候变化与深海氧同位素以及我国北方萨拉乌苏河地区、岱海等地揭示的气候变化有很好的对应, 反映出本区气候变化是对全球冰期-间冰期气候波动的响应.  相似文献   

DEM modeling of pullout behavior of geogrid reinforced ballast: The effect of particle shape     

《Computers and Geotechnics》2017

The performance of a geogrid reinforced system depends heavily on the properties of interface between the interacting components (i.e., backfill soil and geogrid inclusion). The comprehensive understanding of soil-geogrid interaction requires proper consideration of the true aperture geometry and the discontinuous nature of backfill soil. Based on the calibrated parameters, this paper presents a simulation procedure using PFC3D to reproduce the realistic pull-out behaviors of a triaxial geogrid embedded in various ballast aggregates with diverse particle shapes. The load transfer behaviors across the interacting components have been visualized in terms of the evolution of bond forces along the geogrid and the evolution of contact forces across the particle assembly. Meanwhile, the inherent microscopic changes accounting for the regression of macroscopic strength and the correlation between macro pull-out force and micro anisotropy parameters have been addressed. In addition, the differences in macro performance and the particle responses produced by different shapes of particles are also systematically discussed to justify the significant role of particle geometry. The findings obtained in this study are expected to provide better understanding of soil-geogrid interaction and the improved interlocking caused by irregular ballast geometry.  相似文献