一种基于元学习的大口径射电望远镜俯仰轴承故障辨识方法研究

在经过长期运行后大口径射电望远镜俯仰轴会出现微小扭曲, 滚动轴承作为承载俯仰轴的核心部件, 也会因长期承受交变载荷增加疲劳风险, 导致轴承寿命以及望远镜指向精度的下降, 极大影响望远镜的性能. 以俯仰轴承为研究对象, 开展故障辨识方法研究, 可为望远镜天线的高性能运行提供重要支撑. 为实现在有限数据和复杂工作条件下准确地辨识俯仰轴承故障, 提出了一种小样本条件下基于元学习的故障辨识方法(Few-shot Meta-learning Fault Identification, FMFI). 首先将不同工况下的原始信号转换为时频图像数据, 之后按照元学习协议将数据样本随机采样到不同的学习任务中. 在有限样本的条件下, FMFI可以通过训练任务中的样本信息获取通用的先验知识, 在未知的测试任务下实现准确快速的故障辨识. 选取了与望远镜俯仰轴承工况具有相似性的变负载轴承数据集进行实验, 实验结果表明, FMFI方法具有很高的准确性和可靠性, 为大口径射电望远镜俯仰轴承的主动运维和高质量服役提供了有力的技术支持.     

末次冰期以来巽他陆架东北部陆坡区正构烷烃分布特征及其古植被意义

为了讨论末次冰期以来巽他陆架东北部植被情况及巽他陆架在冰期时的碳循环意义.对位于南海西南部陆坡的18252-3站位岩心柱沉积物中长链正构烷烃组分的平均链长(ACL27-33)、碳优势指数(CPI27-33)、烷烃含量(∑oddC27-C33)、及烷烃比值等指标进行了分析.结果显示:末次冰期以来CPI27-33表现出与海...     

干涉谱法测量水下竖直运动目标轨迹

以被动测量竖直运动目标轨迹为目的,通过分析多途信号声压场模型,讨论了经过相干多途信道的目标辐射噪声在接收点产生相干干涉的现象。在目标水平距离已知的情形下,给出了干涉频率周期与目标深度的关系,提出了利用多途信道的相干干涉信息来解算目标深度轨迹的方法。时频分析可以得到干涉条纹、条纹粗细变化的规律与目标深度变化有关。通过对实测数据的分析,说明本方法的有效性。     

海洋微藻对UV-B辐射的生理生化响应

用生理生化的方法研究了UV-B辐射对海洋微藻———小新月菱形藻(Nitzschia closte-rium)生理生化的影响。结果表明:(1)随着UV-B暴露时间的延长,UV-B辐射对藻的生长以及光合速率有抑制作用,并且时间越长,抑制作用越明显;(2)UV-B辐射使小新月菱形藻可溶性糖含量降低,而且在最初的2d,UV-B辐射使可溶性糖含量降低迅速,第4天的可溶性糖含量稍有所升高但与第2天相比差异不显著,UV-B辐射第6天,可溶性糖含量又迅速降低;(3)UV-B辐射的可溶性蛋白含量在第2天明显升高,随后又快速下降;(4)对照组的还原型谷胱甘肽(GSH)含量的变化随时间延长而升高,UV-B辐射第2天的GSH含量比初始状态(0d)的GSH含量稍有升高,但变化不明显,第2天之后,GSH含量随时间延长而快速降低;(5)对照组的过氧化物酶(POD)活性随时间延长而升高,UV-B辐射第2天的POD活性比初始状态(0d)的POD活性显著升高,第2天之后,POD活性随时间延长而快速降低。     

Deadly oasis:Recurrent annihilation of Cretaceous desert bryophyte colonies;the role of solar,climate and lithospheric forcing

Many oases(wet interdunes)are sedimentary systems characterized by high-frequency water-level oscillations,marked changes in salinity and intense biological activity at their margins.They are considered to be one of the most challenging environments on Earth for ecosystem development.These dynamic,depositional settings are usually unfavourable for fossilization and subsequent preservation of vegetal remains.This paper describes bryophyte(liverwort)assemblages occurring in three successive horizons interpreted to represent(i)recurrent early successional phases of biological soil crust colonization of wet interdune margins or(ii)exceptional preservation of floating or riparian liverworts in oasis pond waters associated with a progressive fall of the interdune water level.The record of in situ colonization surfaces characterized by delicate(e.g.lignin-free)three-dimensional structures represents an exceptional type of preservation herein associated with a rapid variation in phreatic interdune water level and the subsequent establishment of anoxic and reducing conditions.The occurrence of exceptionally preserved liverwort colonies coincides with the sedimentary record of,at least,three seismite levels in the oasis.Data gathered from the site suggests that the water table of the oasis was controlled by a combination of(i)a positive creation of accommodation space due to subsidence associated with movement on syn-sedimentary extensional faults,and(ii)the rise and fall of the oasis water table controlled by the oscillations of the groundwater system due to orbital changes which appear to drive the variability of the climate system.Rising groundwater levels flooded the oasis soil crusts and lead to the exceptional recurrent preservation of liverwort colonies at the oasis margins.Alternatively,considering the hypothesis of floating or riparian liverworts in the oasis pond waters,the fall in the level of the oasis water table placed the floating liverworts in contact with the oasis bottom sediments.This fall in the level of the oasis water table could indicate a cessation of accommodation space by syn-sedimentary extensional faults and/or a regional lowering of the groundwater system level associated with drought periods.Preliminary results indicate that oasis lamination between liverwort colonies records decadal and sub-decadal cyclicity,related with 11-year Schwabe sunspot and sub-decadal NAO cyclicities,conferring for every sedimentary cycle between liverwort colonies a duration of approximately 200 years,that otherwise matches the expected recurrence period for the De Vries cycle of solar activity.     

县域耕地保有量目标约束机制及预测研究——以广西灌阳县为例

区域差异性导致各地耕地保护的目标不同,县域耕地保有量预测目标是否合理关系到区域和全局的耕地保护压力程度,影响着耕地保有量的合理预测,对有效遏止圈地现象至关重要。在耕地外部性特征基础上提出耕地保有量外部性连环效应,并据此效应建立县域耕地保有量预测目标约束机制;通过分析灌阳县在上轮规划耕地保护情况和耕地保有量现状,将灌阳县耕地保有量预测目标定位为耕地均量动态平衡;预测规划目标年灌阳县耕地保有量目标及相关单项指标。     

阿尔金山-祁连山山地植被垂直带谱分布及地学分析

本文揭示阿尔金-祁连山区垂直带谱空间分布模式并进行地学解释。研究表明:北坡荒漠草原带的上限具有随经度变化的二次曲线分布模式,草原带的上限分布为线性模式,亚冰雪带的分布与7月份气温的零度层分布模式基本相同;北坡镜铁山以西的带谱中没有森林带,以东含有森林带,分布在2500³300米的高度范围内。利用气象台站的地面及高空数据,计算了湿度———生长季平均温度露点差随海拔变化的梯度、多年平均温度、1月多年均温、多年平均降水指标以解释带谱分布,结果表明:由东向西,湿度梯度增大,以酒泉为界,西侧的露点温度差梯度大于0.12℃/100米,东部小于0.09℃/100米,与北坡山地森林带分布基本吻合。     

旅游城镇化的居民感知研究——以九华山为例

旅游城镇化是以旅游业为推动力的城镇化类型,居民对此类型的城镇化的影响感知有其独特性。本文选取四大佛教名山之一的九华山为案例,在大量实地调查资料的基础上,利用SPSS软件进行统计分析,着重就当地居民对旅游城镇化的经济、社会生活和环境影响感知进行了分析,并对不同人口学特征的居民与旅游城镇化影响感知的关联性进行了探讨,在此基础上,提出了促进旅游地旅游城镇化健康发展的对策建议。     

Shearing wind helicity and thermal wind helicity

Helicity is defined as H ： V ω, where V and ω are the velocity and vorticity vectors, respectively. Many works have pointed out that the larger the helicity is, the longer the life cycle of the weather system is. However, the direct relationship of the helicity to the evolution of the weather system is not quite clear. In this paper, the concept of helicity is generalized as shearing wind helicity （SWH）. Dynamically, it is found that the average SWH is directly related to the increase of the average cyclonic rotation of the weather system. Physically, it is also pointed out that the SWH, as a matter of fact, is the sum of the torsion terms and the divergence term in the vorticity equation. Thermal wind helicity （TWH）, as a derivative of SWH, is also discussed here because it links the temperature field and the vertical wind field. These two quantities may be effective for diagnosing a weather system. This paper applies these two quantities in cylindrical coordinates to study the development of Hurricane Andrew to validate their practical use. Through analyzing the hurricane, it is found that TWH can well describe the characteristics of the hurricane such as the strong convection and release of latent heat. SWH is not only a good quantity for diagnosing the weather system, but also an effective one for diagnosing the development of the hurricane.     

合肥市近50年最高气温变化特征

利用合肥市1953～2005年逐日最高气温资料,采用滑动t检验等统计方法,分析了合肥市平均最高气温、高温日数和高温出现初终日的变化特征.结果表明:合肥市近50年来平均最高气温呈"上升-下降-上升"的趋势,并且平均最高气温在1968和1988年附近发生了突变.合肥市高温日数也呈"增多-减少-增多"的趋势.但年累计高温日数没有很明显的突变;高温日5～9月都有出现,其中7月出现的次数最多,占总日数的49.7%,8月次之.占40.5%.合肥市高温持续的时间经历了由长变短再变长的过程,20世纪80年初期最短.