Siamese transformer network-based similarity metric learning for cross-source remote sensing image retrieval

Neural Computing and Applications - As a fundamental technique for mining and analysis of remote sensing (RS) big data, content-based remote sensing image retrieval (CBRSIR) has received a lot of...     

Some new error inequalities for a generalized quadrature rule of open type

Some new error inequalities for a generalized quadrature rule of open type are established. Especially, two sharp inequalities are derived when n is an odd and an even integer, respectively.     

Hybrid Well-balanced WENO Schemes with Different Indicators for Shallow Water Equations

In (J. Comput. Phys. 229: 8105–8129, 2010), Li and Qiu investigated the hybrid weighted essentially non-oscillatory (WENO) schemes with different indicators for Euler equations of gas dynamics. In this continuation paper, we extend the method to solve the one- and two-dimensional shallow water equations with source term due to the non-flat bottom topography, with a goal of obtaining the same advantages of the schemes for the Euler equations, such as the saving computational cost, essentially non-oscillatory property for general solution with discontinuities, and the sharp shock transition. Extensive simulations in one- and two-dimensions are provided to illustrate the behavior of this procedure.     

Diagnosis of a Moist Thermodynamic Advection Parameter in Heavy-Rainfall Events

A moist thermodynamic advection parameter,defined as an absolute value of the dot product of horizontal gradients of three-dimensional potential temperature advection and general potential temperature,is introduced to diagnose frontal heavy rainfall events in the north of China.It is shown that the parameter is closely related to observed 6-h accumulative surface rainfall and simulated cloud hydrometeors.Since the parameter is capable of describing the typical vertical structural characteristics of dynamic,thermodynamic and water vapor fields above a strong precipitation region near the front surface,it may serve as a physical tracker to detect precipitable weather systems near to a front.A tendency equation of the parameter was derived in Cartesian coordinates and calculated with the simulation output data of a heavy rainfall event.Results revealed that the advection of the parameter by the three-dimensional velocity vector,the covariance of potential temperature advection by local change of the velocity vector and general potential temperature,and the interaction between potential temperature advection and the source or sink of general potential temperature,accounted for local change in the parameter.This indicated that the parameter was determined by a combination of dynamic processes and cloud microphysical processes.     

时间序列在FY2C云检测中的应用

对FY2C时间序列图像的研究分析表明,时间序列云图的像元亮温/温度时较差(一小时之内亮温/温度差,也称亮温/温度时变化)规律可以用于标称图云检测,能较好地实现运动剧烈的云和运动云区的边缘云检测.以中国区域内地面站资料为标准进行对比分析,利用时间序列结合晴空背景场方法进行云检测,在2007年1月和6月的准确率分别为72.89%和79.94%.与目前业务云检测相比,利用静止卫星高时间分辨率特征在一定程度上改善了低云和薄云的检测.利用了静止卫星高时间分辨率的特点,并为动态求取阈值提供了一种新思路,具有一定的应用价值.     

行业特色高校研究生党建模式探析

具有行业特色高校的研究生规模一般不大,但是却承担着培养行业精英的重任,许多行业的中高层领导和技术骨干均来自于这些高校,在新的社会和高校大发展的形势下,行业特色高校必须与时俱进,按照国家和行业发展的需要,加大创新力度,不断探析构建适合本校和本行业研究生培养的党建模式。     

RS与卷积级联码在Rice信道中的性能分析

针对Rice信道的特性,采用RS码与卷积码进行级联的纠错编码方案,使用matlab对其在Rice信道上的纠错性能进行仿真分析。结果表明,在Rice信道上,RS和卷积的级联码是一种易于实现且性能优越高效的纠错码,有较高的实用价值。     

Improved smoothed LO reconstruction algorithm for ISI sparse channel estimation

In this paper, the problem of inter symbol interference （ISI） sparse channel estimation in wireless communication with the application of compressed sensing is investigated. However, smoothed L0 norm algorithm （SL0） has ＇notched effect＇ due to the negative iterative gradient direction. Moreover, the property of continuous function in SL0 is not steep enough, which results in inaccurate estimations and low convergence. Afterwards, we propose the Lagrange multipliers as well as Newton method to optimize SL0 algorithm in order to obtain a more rapid and efficient signal reconstruction algorithm, improved smoothed L0 （ISL0）. ISI channel estimation will have a direct effect on the performance of ISI equalizer at the receiver. So, we design a pre-filter model which with no considerable loss of optimality and do analyses of the equalization methods of the sparse multi-path channel. Real-time simulation results clearly show that the ISL0 algorithm can estimate the ISI sparse channel much better in both signal noise ratio （SNR） and compression levels. In the same channel conditions, ISL0 algorithm has been greatly improved when compared with the SL0 algorithm and other compressed-sensing algorithms.     

基于TC35I的无线数据采集系统的设计

介绍了西门子公司TC35I无线收发模块的工作原理,提出了远程无线数据采集系统的设计方案。采用控制器通过AT指令对模块进行控制,实现了手机终端用户对远程数据采集系统的查询与控制,适用于自动气象站等需要频繁小数据量传输的应用场合。实验表明,该系统方案结构简单、成本低,具有较大的使用推广价值。