基于深度极限学习机的高光谱遥感影像分类研究

高光谱遥感数据越来越普及并为人们广泛使用,基于高光谱遥感数据的地面物体精确分类是高光谱遥感技术的核心应用之一.针对高光谱遥感影像的分类问题,提出一种基于深度极限学习机(D-ELM)的分类方法.该方法利用一种新的深度学习模型——深度极限学习机对高光谱遥感影像进行分类,并与基于极限学习机(ELM)、支持向量机(SVM)、核极限学习机(ELMK)分类方法进行了比较分析.研究结果表明:相对于ELM、SVM、ELMK分类方法,D-ELM分类方法能够更加准确地挖掘高光谱遥感影像的空间分布规律,提高分类的准确度.     

尾矿库溃坝灾害防控现状及发展

尾矿库溃坝灾害应急响应时间短、潜在威胁巨大,往往造成惨重人员伤亡与巨额财产损失.近些年尾矿库安全事故发生数量的总体下降趋势充分体现出现代化技术及安全管理方面的进步,然而重大事故发生频次却不减反增,2015年巴西Samarco铁矿与2014年加拿大Mount Polley重大溃坝事故及其惨重后果,再次为尾矿库安全敲响警钟.我国现存尾矿库8869座,含"头顶库"1425座,安全形势复杂.本文在收集大量相关领域文献的基础上,聚焦尾矿库溃坝灾害防控体系中的安全监测、灾害预警与应急准备、安全管理与标准规范这三大方面核心内容,分别综述对比国内外现状及前沿进展,探讨分析我国当前所面临的问题并尝试提出改进建议,为尾矿库防灾减灾理论研究与技术革新提供参考.结果表明:(1)我国尾矿库安全监测标准更高,但仪器耐久性、可靠度与实用性不足,专用监测器件与新技术的研发应用势在必行;(2)灾害预警方法单一且可信度不高,而信息技术融合应用成为发展趋势;(3)应急管理与预警决策需以充分的科学论证为基础,当前研究在试验手段与计算方法上存在局限;(4)我国拥有完善的安全管理标准规范体系,但在安全等别划分、全生命周期管理、主体变更、事故总结等方面相对欠缺.     

转炉炼钢的物料结构优化

利用60 t转炉研究了采用不同含铁物料及不同比例石灰石炼钢时的钢铁料消耗、氧气消耗量和煤气产生量的变化规律.研究发现：当采用铁水作为原料，渣钢和块矿作为冷却剂时，钢铁料消耗最低，仅为1072.07 kg·t-1；当采用铁水和废钢作为原料，配有磁选渣铁时，钢铁料消耗最高，达到1092.91 kg·t-1；随着石灰石加入量的增加，钢铁料消耗增加，氧耗略有降低，吨钢煤气产生量增加.研究结果为炼钢过程优化物料结构、降低生产成本提供了新的方法.     

箱型截面的齐次广义屈服函数与结构极限承载力

针对目前箱型截面广义屈服函数为非齐次函数,采用弹性模量调整法求解箱型结构极限承载力时易出现计算结果受荷载初始值影响和计算精度受损的问题,建立了箱型截面的齐次广义屈服函数,并通过误差分析确定了齐次多项式的阶次,进而定义了箱型截面构件的单元承载比、承载比均匀度和基准承载比,建立了以单元承载比为基本参数的弹性模量调整策略,据此提出了箱形结构极限承载力分析的弹性模量缩减法;并通过算例对该方法进行验证,算例分析表明,该方法计算箱型截面结构极限承载力时,结果不受荷载初始值的影响,具有良好的计算精度和迭代稳定性.     

泛代数上的Groebner-Shirshov基理论

综述了域上或交换代数上的线性（-）代数的相应的簇（范畴）的 Groebner-Shirshov 基理论的新成果，如:结合代数（包括群（半群）代数），自由代数的张量积，李代数，Di-代数，pre-李代数，Rota-Baxter代数，metabelian李代数，L-代数，半环代数，范畴代数，等．以上结果包含了许多应用，尤其是给出了一些著名结论的新的证明．     

Social Media as a Mean for Improved Technical Communication

Technical communication (TC) is an important activity in order to provide the users of technical artifacts with necessary information concerning the operation and maintenance of the products they are using. In the current working procedures of TC, however, the users become too passive. They are just receivers of information. Further, there is no effective feedback from the users to the producers of the information. In order to overcome those problems we here propose an application of social media (SM) in future TC. By using SM as a complementary channel for TC it becomes possible for technology firms to boost their competitive advantage and to improve the quality and completeness of their TC. This technique, however, is still more of a potential and less of a reality. Several problems, mostly concerning security and confidentiality remain to be solved. The empirical base for this work comes from TIC, an EU-funded development project involving several Swedish technology companies. Published research results are somewhat scattered but several sources coherently indicate both the need and potential for SM as a vehicle in TC. By scanning the net it is further possible to identify a number of seemingly successful applications of SM in such applications.     

Reproductive ecology of the glass frog Espadarana prosoblepon (Anura: Centrolenidae) in an urban forest of the Central Andes of Colombia

Population and reproductive behaviour aspects of the glass frog Espadarana prosoblepon are well known for populations from Central America, but similar information is lacking for populations from South America. We recorded the reproductive ecology of a population of the glass frog E. prosoblepon in the city of Armenia, Central Andes of Colombia. With weekly surveys with mark-recapture between December 2013 and November 2015, we monitored activity patterns and evaluated if the probability of males mating is associated to their body size or to chorus tenure (i.e. the number of nights a same individual is calling for attracting a mate). In addition, upon observing an amplexus, we recorded the behaviour of the individuals until oviposition and noted characteristics of egg clutch. We recorded 47 males and 32 females, nine amplexus events, eight ovipositions, and 21 egg clutches (35.4 ± 4.79 eggs per clutch, N = 29). Activity of males and females and the number of egg clutches were positively correlated to rainfall. Mating success of males was not associated to their body size, but it was positively associated to longer chorus tenure; clutches from large females had a higher number of eggs than clutches from small females. Oviposition occurred on average 3.76 ± 1.74 hours after we first observed the amplexus, occurring 93.1% of the time in fronds of Selaginella geniculata at an average height of 1.58 ± 0.44 m. After the oviposition, the male left the site, while the female remained between 30 and 45 min, partially covering the eggs. The reproductive behaviour of E. prosoblepon did not vary widely between a population in Costa Rica and our population in time to oviposition, and mating success of males associated to chorus tenure; however, in our study population we recorded a larger clutch size and the preference for S. geniculata fronds as oviposition substrate.