基于改进VNet太阳暗条检测方法

太阳暗条作为太阳大气磁场的示踪,对研究太阳磁场有极其重要的意义。针对现有的暗条检测方法存在检测精度不高,弱小暗条错检、漏检等问题,提出一种基于改进VNet网络的太阳暗条检测方法。首先,使用大熊湖天文台Hα全日面图像并结合磁图制作了太阳暗条数据集;其次,在VNet网络下采样部分采用Inception模块融合不同尺度特征图的特征,同时加入注意力机制增强特征图中暗条部分的语义信息;最后在上采样部分引入深度监督模块,更多地保留太阳暗条的细节特征。为验证算法性能,采用191幅Hα全日面图像数据集,其中包含暗条共3372条。算法在测试数据集上平均准确率达到0.9883,F1值达到0.8385。实验结果证明,该方法可以有效识别Hα全日面图中的暗条。     

Variability and Long-Term Trend of Total Cloud Cover in China Derived from ISCCP, ERA-40, CRU3, and Ground Station Datasets

Total Cloud Cover (TCC) over China determined from four climate datasets including the International Satellite Cloud Climatology Project (ISCCP), the 40-year Re-Analysis Project of the European Centre for Medium-Range Weather Forecasts (ERA-40), Climate Research Unit Time Series 3.0 (CRU3), and ground station datasets are used to show spatial and temporal variation of TCC and their differences. It is demonstrated that the four datasets show similar spatial pattern and seasonal variation. The maximum value is derived from ISCCP. TCC value in North China derived from ERA-40 is 50% larger than that from the station dataset; however, the value is 50% less than that in South China. The annual TCC of ISCCP, ERA-40, and ground station datasets shows a decreasing trend during 1984-2002; however, an increasing trend is derived from CRU3. The results of this study imply remarkable differences of TCC derived from surface and satellite observations as well as model simulations. The potential effects of these differences on cloud climatology and associated climatic issues should be carefully considered.     

关键路径法在地震监测设施建设定额编制中的应用

从项目管理角度出发,介绍关键路径法在项目管理中应用的基本原则和方法,并在《地震监测设施建设标准定额体系研究》项目管理中实际应用,不仅在计划制定期间求得工期、资源、成本的优化,而且在计划的执行过程中,通过信息反馈,进行有效的监督、控制和调整,保证项目在预定期望中的目标实现,通过识别并严格执行关键路径,提高项目管理的效率,压缩项目实施进度.     

Extracting urban landmarks from geographical datasets using a random forests classifier

ABSTRACT

Urban landmarks are of significant importance to spatial cognition and route navigation. However, the current landmark extraction methods mainly focus on the visual salience of landmarks and are insufficient for obtaining high extraction accuracy when the size of the geographical dataset varies. This study introduces a random forests (RF) classifier combining with the synthetic minority oversampling technique (SMOTE) in urban landmark extraction. Both GIS and social sensing data are employed to quantify the structural and cognitive salience of the examined urban features, which are available from basic spatial databases or mainstream web service application programming interfaces (APIs). The results show that the SMOTE-RF model performs well in urban landmark extraction, with the values of recall, precision, F-measure and AUC reaching 0.851, 0.831, 0.841 and 0.841, respectively. Additionally, this method is suitable for both large and small geographical datasets. The ranking of variable importance given by this model further indicates that certain cognitive measures – such as feature class, Weibo popularity and Bing popularity – can serve as crucial factors for determining a landmark. The optimal variable combination for landmark extraction is also acquired, which might provide support for eliminating the variable selection requirement in other landmark extraction methods.     

基于各向异性AVO的裂缝弹性参数叠前反演方法

基于各向异性理论,将具有水平对称轴的高角度裂缝介质等效为HTI介质。首先,通过分析HTI介质反射界面的纵波反射系数公式,研究裂缝介质振幅随偏移距和方位角的变化特征,探索了方位各向异性介质弹性参数和各向异性参数的叠前反演方法。其次,为更好地估测介质的弹性参数:纵波阻抗IP、横波阻抗IS以及各向异性梯度Γ,对反射系数近似式进行了简化,同时对简化公式的精度进行了对比分析。最后,选取2D逆掩断层模型,利用褶积公式制作不同方位的合成地震道集,并对合成地震道集添加随机噪声(信噪比为2∶1),将其应用于方位AVO叠前反演算法试算中。结果表明,当信噪比为2时,方位AVO叠前反演所得纵波阻抗、横波阻抗及各向异性梯度的估测值与模型真实值基本吻合,而且估测值能够较准确地反映原始模型的地层特征,验证了方位AVO叠前反演算法的准确适用性。     

陕西测震台网技术系统

通过测震台网网络技术平台,分析其系统构成及虚拟台网、3G无线传输、远程网络监控等技术在陕西测震台网的应用.该平台的建成,提高了测震台网运行质量及流动测震台网的快速响应能力,实现省、市测震台网观测数据的实时共享,对进一步提升地震部门地震响应能力、完善监测体系,具有重要意义.     

地震系统档案库房建设的思考

档案库房是收藏保管档案的专门用房,在档案的建设和发展中发挥了极其重要的作用。本文通过对目前地震系统档案库房实际情况的分析,提出了今后档案库房建设的发展方向。     

CNEM08一I电扰动仪的开发与研制

基于当代地震电磁扰动有关理论,地震临震前会引起地下电磁场发生变化,电磁扰动观测在地震监测预报工作中能够发挥较好的短临预报作用。本论文旨在开发研制基于地下交变电磁场数字化电扰动仪。CNEM08一I电扰动仪采用低功耗、高性能的工控机作为硬件平台,选取大容量存储器,对地下电磁场变化进行实时观测,连续数字化采集。编制了数据采集系统软件及与观测系统配套使用的分析系统软件,自动将采集数据通过网络传输到分析控制中心,同时对多个基站的观测数据进行显示、统计分析,可进行分段统计平均值、最大值、总量,可对异常进行统计分析。     

新疆数字地震观测网络平台与网络安全建设

分别从信息节点、台网中心信息网络部、局域网、政务网、网络监控系统方面阐述了新疆数字地震观测网络平台建设及其成果,并从对网络中信息的威胁和对网络中设备的威胁角度介绍了网络安全建设及其成果.     

新疆数字地震观测网络测震系统的构建

介绍了新疆测震系统中的各类台站在当地特殊的地理环境、自然条件及通信条件下的科学构建,固定台站、和田台阵及流动台网采用了不同的数据采集和传输系统,台网中心对采用各类传输方式的数据进行实时接收、存储、共享分发以及分析处理.