An optimal selection of probability distribution functions for unsupervised land cover classification of PALSAR-2 data

Different types of classification techniques are available in the literature for the classification of Synthetic Aperture Radar (SAR) data into various land cover classes. Various SAR images are available for land cover classification such as ALOS PALSAR (PALSAR-1, PALSAR-2), RADARSAT and ENVISAT. In this paper, we have attempted to explore probability distribution function (pdf) based land cover classification using PALSAR-2 data. Over 20 different statistical distribution functions are analyzed for different classes based on statistical parameters. Probability distribution functions are selected based on Chi-squared goodness of fit test for each individual class. A decision tree based classifier is developed for classification based on the selected pdf functions and its statistical parameters. The proposed classification approach has an accuracy of 83.93%.     

Ni18%和0Cr15Ni5Cu2Ti异种钢材电子束焊接工艺试验研究

对Ni18%和0Cr15Ni5Cu2Ti超高强度马氏体沉淀硬化不锈钢异种钢材之间进行了电子束焊接工艺试验,就其工艺可焊性及接头性能、金相组织、焊缝质量、力学性能等开展研究,采用X-探伤、静载强度、金相观察、电镜扫描和能谱分析等检测手段对试件进行了分析并得出了相应结论。     

基于一类含极少运动副四支链两转一移三自由度并联机构的五轴混联机器人

首先提出了一类含较少运动副四支链两转一移三自由度（2R1T）并联机构（PMs）2RPU-UPR-RPR和2UPR-RPU-RPR，然后提出了极限约束力螺旋系的概念，分析四支链2R1T并联机构末端的极限约束力螺旋系，对所提出的四支链2R1T并联机构是否同类机构中含运动副最少进行了论证。基于提出的四支链并联机构构造了一种五自由度混联机器人机构，建立了2-RPU-UPR-RPR并联机构的位置反解模型，并将其等效成一个三自由度串联机构RPR，进而对整个混联机器人机构进行了位置正反解分析，建立得到了混联机器人机构位置反解的显式解析表达式，并用加工球面轨迹的算例对所建运动学模型的正确性进行验证。提出的五自由度混联机器人含有极少的运动副，且所有转动自由度均具有连续转轴，能够得到解析的位置模型表达式，很容易实现轨迹规划与运动控制，具有良好的应用前景。     

基于微分进化算法的二自由度PID控制器参数优化

针对二自由度PID控制器参数多、调节困难等问题,提出了一种基于微分进化算法参数调节优化方法。证明了微分进化算法能够收敛到平稳点,并具有概率全局收敛性。研究了二自由度PID控制器参数与抑制特性、跟踪特性的关系,并将微分算法与遗传算法、粒子群算法的参数优化结果进行了比较。仿真验证表明,微分算法能够更好地实现二自由度PID控制器参数的调节,具有优异的跟踪特性和抑制特性。     

植物细胞响应重力变化的Ca2+信号

重力大小的改变(微重力和超重力)可以对植物的生长发育、生理生化特性、细胞超微结构、基因和蛋白的表达等产生广泛的影响,而Ca~(2+)可能在此过程中起信号物质的作用.重力刺激在植物细胞中引发事件的顺序可能是:重力刺激的感受—细胞膜系统张力改变—膜理化特性改变—膜透性、离子转运、膜连接酶活性等改变—Ca~(2+)信号的产生和转导—新陈代谢变化—生理反应.植物对重力水平变化应激响应的至关重要一步是引起细胞内Ca~(2+)分布区域和浓度的变化,这是将细胞外重力刺激转换为细胞内化学信号的关键步骤.由于机械力敏感的C~(2+)通道的活化和Ca~(2+)-ATPase酶活性受到抑制,重力改变时细胞质中自由Ca~(2+)浓度增加,随后Ca~(2+)作为第二信使介导相关酶活性发生改变,最终引起一连串的生理生化反应.本文探讨了重力变化对植物细胞质内自由Ca~(2+)浓度的影响、Ca~(2+)信号的产生机制.以及Ca~(2+)作为次级信号对细胞生理生化过程调节作用的途径和机制,介绍了常用的Ca~(2+)研究方法,并分析了研究的关键点和难点.     

Internet2—未来的Internet

介绍了Internet2的发展、基本结构和网络互连等问题，描述了与Internet2紧密相关的gigaPoP的组成，说明了必须考虑的参数和约束条件，阐明了所要采用的路由和服务质量协议。     

Using vegetation indices and texture measures to estimate vegetation fractional coverage (VFC) of planted and natural forests in Nanjing city,China

Vegetation fractional coverage (VFC) is an important vegetation parameter affecting exchanges of carbon, water, energy between the atmosphere and surface. In this study, the applicability of tonal and texture measures calculated using an IKONOS_2 image in retrieving VFC of forests was investigated in the urban area of Nanjing city, China. Four spectral vegetation indices (VI) and six texture measures (TEX) were related to VFCs acquired from in situ measurements. Models for estimating VFC based on VIs or/and TEXs were established and validated for planted low broad-leaf forest plots (PLB), planted mature forest plots (PMF), natural broad-leaf forest plots (NBF), and all forest plots (ALLv), respectively. The results show that high spatial resolution remote sensing data is applicable to estimate VFC in urban areas, and TEXs may act as effective supplements of vegetation indices (VIs) for the retrieval of VFC. VIs are suitable for VFC estimation of mature forests (such as NBF and PMF) with high vegetation density, and TEXs can yield a more accurate estimate for planted forests (such as PLB and PMF) with regular spatial distribution if they are calculated with proper parameters, such as window size. The combination of VIs and TEXs improve the estimation of VFC if forest types are not previously differentiated. The results can be used as a reference for determining effective spectral or texture parameters in VFC estimation under similar environmental conditions according to vegetation maturity and regularity.     

Drought prediction using the Along Track Scanning Radiometer (ATSR2) on board ERS2 satellite

Frequent monitoring and estimation of the areas under drought danger is important for agriculture, hydrology, weather, natural hazards and crop yield prediction.     

基于功率裕度的某型发动机全寿命性能研究

随着使用时间不断增加,研究飞行队所有选装ARRIEL2S系列发动机全寿命性能变化趋势的必要性突显.针对SRRIEL2S系列发动机全寿命性能参数变化特点,提出使用基于可几误差舍弃理论处理发动机功率校验数据,分区间描绘该系发动机全寿命性能指标变化趋势,给出该系发动机全寿命性能特点,为机务工程人员监控该系发动机提供有利依据；提出延长功率校验间隔的假设,并在理论上做了充分论证,为节约该系发动机运行成本提供一个明确及可行的方向.     

Multi-station observation of ionospheric disturbance of March 9 2012 and comparison with IRI-model

The magnetic storm of 9 March 2012 is a single step intense storm (Dst = −143 nT) whose main phase begins around 0100 UT and lasted for almost 11 h. The increases in NmF2 recorded 33% and 67% incidence respectively during the main and the recovery phase of the storm at the stations considered. The increase in hmF2 occurred concurrently with the increase in thickness parameter B0 between 0000 and 1100 UT, and a simultaneous decrease in the shape parameter B1 for the entire mid-latitude stations. Generally, B1 responded to the storm with a decrease away from the quiet day average, and decreased simultaneously with the increase in NmF2. B0 displays higher variability magnitude during daytime than the nighttime period. The occasional differences in the response of the ionospheric parameters to the storm event are attributed to longitudinal differences. Variation in hmF2 and NmF2 is projected to change in B1, but the rationale behind this effect on B1 is still not known and therefore left open. The two IRI options over-estimate the observed values with that of URSI higher than CCIR. The over-estimation was higher during the nighttime than the daytime for NmF2 response for the mid-latitude stations and the reverse for the equatorial station. A fairer fit of the model with the observed for all parameters over Jicamarca suggests that equatorial regions are better represented on the model. Extensive study of B1 and B0 is recommended to arrive at a better performance of IRI.