黄渤海晴空像元下雾霾识别的机器学习算法

为实时有效地识别和监测雾霾,选取2013年10月4日与10月5日的两景MODIS遥感图像,利用不同类型像元的光谱差异,基于神经网络模型,建立海上雾霾的遥感识别机器学习算法。经检验表明,在晴空条件下,机器学习算法反演精度相对较高,已超过98%,利用算法可以实现对中国近海上空雾霾的监测。     

雅安地震房屋倒损情况遥感影像解译

遥感作为快速、大范围获取灾害信息的一种重要手段,在重特大自然灾害监测评估中,发挥着巨大作用,尤其是在地震中,被用于监测灾害范围和房屋、生命线、基础设施、土地资源等实物量的受灾情况,以及滑坡、泥石流等次生灾害发生、发展情况。在2013年四川雅安"4·20"强烈地震中,利用震后获取的高分辨率遥感影像,在高分辨率遥感本底库支持下,分析当地房屋建筑倒损状况,从房屋轮廓、废墟或瓦砾和房屋屋顶呈现的几何和辐射形态特征等方面,建立震害房屋受灾解译标志,准确描述受损房屋特征,与输入的高分辨率震害房屋样本库进行对照,通过专家的研判与辨别,可有效指导房屋受灾遥感解译过程。     

Space experiments aboard the Lomonosov MSU satellite

At present, the Institute of Nuclear Physics of Moscow State University, in cooperation with other organizations, is preparing space experiments onboard the Lomonosov satellite. The main goal of this mission is to study extreme astrophysical phenomena such as cosmic gamma-ray bursts and ultra-high-energy cosmic rays. These phenomena are associated with the processes occurring in the early universe in very distant astrophysical objects, therefore, they can provide information on the first stages of the evolution of the universe. This paper considers the main characteristics of the scientific equipment aboard the Lomonosov satellite.     

可溶性改性双马来酰亚胺树脂基体的研究

在双马来酰亚胺/二元胺/改性剂A预聚体系中加入环氧丙烯酸树脂,制备了一种可用作耐热复合材料基体的改性双马来酰亚胺树脂。用DSC研究了该树脂基体的反应特性,并制定出了合适的固化工艺参数:改性树脂基体经140℃/1 h 160℃/1 h 180℃/2 h初固化,于220℃/8 h后固化处理,其热变形温度(HDT)为245℃;该树脂与玻璃纤维制备的单向复合材料层压板的室温拉伸强度、弯曲强度和层间剪切强度分别为1 030 MPa、1 600 MPa和92．1 MPa;180℃下测得弯曲强度保持率为67．8%,层间剪切强度保持率为63．2%,用DMA法测得T_g为273℃。     

曲面不锈钢/微晶玻璃层状复合材料的设计制备

设计制备了与1Cr17和0Cr18Ni9不锈钢匹配的CaO-Al2O3-SiO2(CAS)系和BaO-Al2O3-SiO2(BAS)系微晶玻璃,研究了微晶玻璃的各项理化性能。利用流延法制备微晶玻璃生带,以此制备符合曲面不锈钢/微晶玻璃层状复合材料,并对复合材料相关性能进行测试。结果表明,所设计制备的玻璃经850℃、30min热处理后可形成线胀系数与对应不锈钢匹配的微晶玻璃,且具有适宜弯曲强度和较低介电常数、介质损耗;由此制备的曲面不锈钢/微晶玻璃层状复合材料具有良好的绝缘性能、结合强度和抗热冲击性能。     

Molecular alterations in tumorigenic human bronchial and breast epithelial cells induced by high LET radiation.

Carcinogenesis is a multi-stage process with sequence of genetic events governing the phenotypic expression of a series of transformation steps leading to the development of metastatic cancer. In the present study, immortalized human bronchial (BEP2D) and breast (MCF-10F) cells were irradiated with graded doses of either 150 keV/micrometer alpha particles or 1 GeV/nucleon 56Fe ions. Transformed cells developed through a series of successive steps before becoming tumorigenic in nude mice. Cell fusion studies indicated that radiation-induced tumorigenic phenotype in BEP2D cells could be completely suppressed by fusion with non-tumorigenic BEP2D cells. The differential expressions of known genes between tumorigenic bronchial and breast cells induced by alpha particles and their respective control cultures were compared using cDNA expression array. Among the 11 genes identified to be differentially expressed in BEP2D cells, three (DCC, DNA-PK and p21(CIP1)) were shown to be consistently down-regulated by 2 to 4 fold in all the 5 tumor cell lines examined. In contrast, their expressions in the fusion cell lines were comparable to control BEP2D cells. Similarly, expression levels of a series of genes were found to be altered in a step-wise manner among tumorigenic MCF-10F cells. The results are highly suggestive that functional alterations of these genes may be causally related to the carcinogenic process.     

0.1 kW微波等离子体推力器的试验与数值研究

主要对0.1 kW微波等离子体推力器进行了地面试验和数值模拟研究。试验研究分析了影响推力器效率的因素;数值研究通过采用SIMPLE方法求解了N-S方程和采用FDTD方法求解了M axwell方程,分析了影响谐振腔内等离子体参数的因素。结果表明,微波功率、工质种类和质量流率是影响谐振腔效率的主要因素,而等离子体参数则主要受微波功率的影响。     

DIRECT NUMERICAL SIMULATIONS OF MULTIPHASE FLOWS

INTRODUCTIONMultiphase and multifluid flows are commonin many natural and technologically importantprocesses. Rain,spray combustion,spray paint-ing,and boiling heat transfer are just a few ex-amples.While it is the overall,integral charac-teristics of such flows that are of most interest,the global behavior is determined to a large de-gree by the evolution of the smallestscales in theflow.The combustion of sprays,for example,depends on the size and the number density ofthe drops.Generally…     

The Seed Population for Energetic Particles Accelerated by CME-Driven Shocks

Understanding properties of solar energetic particle (SEP) events associated with coronal mass ejections has been identified as a key problem in solar-terrestrial physics. Although recent CME shock acceleration models are highly promising, detailed agreement between theoretical predictions and observations has remained elusive. Recent observations from ACE have shown substantial enrichments in the abundances of ³He and He⁺ ions which are extremely rare in the thermal solar wind plasma. Consequently, these ions act as tracers of their source material, i.e., ³He ions are flare suprathermals and He⁺ ions are interstellar pickup ions. The average heavy ion composition also exhibits unsystematic differences when compared with the solar wind values, but correlates significantly with the ambient suprathermal material abundances. Taken together these results provide compelling evidence that CME-driven shocks draw their source material from the ubiquitous but largely unexplored suprathermal tail rather than from the more abundant solar wind peak. However, the suprathermal energy regime has many more contributors and exhibits much larger variability than the solar wind, and as such needs to be investigated more thoroughly. Answers to fundamental new questions regarding the preferred injection of the suprathermal ions, the spatial and temporal dependence of the various sources, and the causes of their variability and their effects on the SEP properties are needed to improve agreement between the simulations and observations.