Classification of solar wind structures and intense geomagnetic storm alarms with self-organizing maps

Intense geomagnetic storms (D_st < −100 nT) usually occur when a large interplanetary duskward-electric field (with Ey > 5 mV m⁻¹) lasts for more than 3 h. In this article, a self-organizing map (SOM) neural network is used to recognize different patterns in the temporal variation of hourly averaged Ey data and to predict intense storms. The input parameters of SOM are the hourly averaged Ey data over 3 h. The output layer of the SOM has a total of 400 neurons. The hourly Ey data are calculated from solar wind data, which are provided by NSSDC OMNIWeb and ACE spacecraft and contain information on 143 intense storms and a fair number of moderate storms, weak storms and quiet periods between September 3, 1966 and June 30, 2002. Our results show that SOM is able to classify solar wind structures and therefore to give timely intense storm alarms. In our SOM, 21 neurons out of 400 are identified to be closely associated with the intense storms and they successfully predict 134 intense storms out of the 143 ones selected. In particular, there are 14 neurons for which, if one or more of them are present, the occurrence probability of intense storms is about 90%. In addition, several of these 14 neurons can predict big magnetic storm (D_st  −180 nT). In summary, our method achieves high accuracy in predicting intense geomagnetic storms and could be applied in space environment prediction.     

化探散点数据图像化的一种方法

本文以区域化变量理论为依据，以方位取点加权法为插值方法．实现对化探原始离散点的图像化。本文简要介绍了化探数据图像化的步骤，并结合实际工作．给出一个化探图像与遥感图像融合的例子。经实地验证．由化探图像生成的化探异常区与己存在的矿床和矿点十分吻合，证明了此图像化方法的客观性与准确性。     

HKJ涂料的新进展及其应用

在原 HKJ-1、HKJ-2基础上使用了更优异的颜料,适宜的助剂,用恰当的比例,制成双组份的 HKJ-2涂料,同时开发出了新型的 HKJ-3涂料,并将其涂覆于 HKJ-2表面。文章还列表比较了国内、国外的同类涂料,证明 HKJ-2和 HKJ-3涂料处于领先水平。     

柔性转子逆回旋振动特性的研究

论述了具有陀螺效应的柔性转子在各向异性支承条件下回旋振动的特性，推导出了转子在正回旋激励作用下产生逆回旋振动的条件，提出转子振动存在逆回旋带的概念，并举例说明了转子在整个转速范围和振动频率范围内回旋振动的特点，作出了逆回旋带的曲线图。     

空间碎片的形成,危害及防护

对空间碎片的形成，危害及航天防护等问题进行了讨论，简述了领域内的研究成果，包括基本概念、理论模型和设计方案，并对今后空间碎片研究的重要性和研究的内容进行了分析。     

Structure and development of quiet loops in the solar corona

X-ray emission from solar coronal loops changes on two different timescales: a) flare loops and transient active region brightenings show a rapid variability, b) quiet region loops are quasi-steady and change only slowly with time. This different time behavior has been analyzed on the basis of Yohkoh SXT observations and we report here on the results from our analysis, mainly focussing on quiet loop variability.     

国际空间保险的发展与现状

本文一般性地介绍了国际空间保险业务的新近发展和现状,并浅近地谈了一些空间保险、风险等有关问题。     

KM3大型空间环模设备放气污染检测与污染控制

首次建立了对空间环模设备放气污染检测的6种测试方法,应用于KM3大型空间环模设备的多次试验中,并依据检测结果,对 KM3系统的污染特性从污染来源、成分及分布进行了详细论述,提出了一些相应的控制方法。     

旋转光楔散斑照相术

本文提出了动态散斑照的一种新方法－旋转光楔散斑照相术，文中给出了理论分析及实验结果。该方法不仅能在一张记录介质上记录物体动变形的各状态的多通道散斑图，而且用全场滤波分析时，能方便地同时给出所有通道上的物体变形信息，得到清晰的、高衬比的干涉条纹图。这种方法是利用旋转光楔照相机来实现多通道动态散斑记录，具有设备简单、用途广泛等优点。文中给出了实测结果，理论分析与实验结果是吻合的。