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融合电离层参数相似特征的f_(0)F_(2)参数深度学习预测方法
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作者 郑丹丹 陈亮 +1 位作者 王俊江 柳文 《空间科学学报》 CAS CSCD 北大核心 2024年第5期763-771,共9页
电离层临界频率f_(0)F_(2)参数是重要的电离层参数之一,开展f_(0)F_(2)参数预测具有重要的研究意义和应用价值.提出了一种融合f_(0)F_(2)参数变化特性的深度学习预测方法,采用双向长短时记忆神经网络(BiLSTM)和电离层参数相似特征相结... 电离层临界频率f_(0)F_(2)参数是重要的电离层参数之一,开展f_(0)F_(2)参数预测具有重要的研究意义和应用价值.提出了一种融合f_(0)F_(2)参数变化特性的深度学习预测方法,采用双向长短时记忆神经网络(BiLSTM)和电离层参数相似特征相结合的模型实现电离层临界频率f_(0)F_(2)参数提前24 h预测.结果表明,BiLSTM结合电离层参数相似特征模型预测f_(0)F_(2)参数的平均相对误差在8%~10%.对不同纬度的探测站的f_(0)F_(2)参数预测结果表明,随着纬度降低,预测难度和误差都会增大,预测精度降低.对地磁暴期间的f_(0)F_(2)参数预测结果分析发现,地磁暴期间的预测效果会受到一定程度的干扰,预测误差增大.在地磁暴期间,相比长短时记忆神经网络(LSTM)模型和BiL-STM模型,BiLSTM结合电离层参数相似特征模型对于f_(0)F_(2)参数的预测效果更优. 展开更多
关键词 电离层临界频率 深度学习 双向长短时记忆神经网络 (BiLSTM) 地磁暴
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采用计算化学方法比较脱氧核苷电离辐射频率
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作者 邢波 王文 《现代科学仪器》 2012年第3期87-91,共5页
脱氧腺苷、脱氧胸苷、脱氧鸟苷和脱氧胞苷四种脱氧核苷在一定光频率辐照情况下会发生电离。本研究采用Gaussian03程序中的DFT/B3LYP/6-311G(基组)方法分别计算每个核苷的第一电离能Ei,根据Einstein光电效应公式计算电离时光辐射频率ν... 脱氧腺苷、脱氧胸苷、脱氧鸟苷和脱氧胞苷四种脱氧核苷在一定光频率辐照情况下会发生电离。本研究采用Gaussian03程序中的DFT/B3LYP/6-311G(基组)方法分别计算每个核苷的第一电离能Ei,根据Einstein光电效应公式计算电离时光辐射频率ν。计算结果为:脱氧腺苷、脱氧胸苷、脱氧鸟苷和脱氧胞苷电离频率分别是1.8476×1015Hz,1.9417×1015Hz,1.7469×1015Hz和1.8930×1015Hz。安全光辐照波长计算结果是大于171.614nm。电离频率数据表明,脱氧胸苷具有最好光稳定性。此结果能够用于医学领域。 展开更多
关键词 脱氧核苷 计算化学 电离频率 光电效应
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高功率微波在低电离层中传输特性分析 被引量:16
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作者 侯德亭 邹伟 +2 位作者 周东方 余道杰 杨建宏 《强激光与粒子束》 EI CAS CSCD 北大核心 2005年第8期1239-1242,共4页
高功率微波在大气中传输有一个衰减较大的高度,在这一高度,微波的强电场容易使大气电离形成等离子体,从而引起较大的非线性衰减,极端情况下会产生大气击穿.在低电离层(50~100 km),自然电离产生的电子浓度较高.主要研究高功率微波在低... 高功率微波在大气中传输有一个衰减较大的高度,在这一高度,微波的强电场容易使大气电离形成等离子体,从而引起较大的非线性衰减,极端情况下会产生大气击穿.在低电离层(50~100 km),自然电离产生的电子浓度较高.主要研究高功率微波在低电离层的传输衰减特性.计算表明,在50 km高空,非线性吸收衰减最大,该高度也是最容易产生击穿的地方.在同样的电场强度下,脉宽越窄,衰减系数越小,衰减越小.在低电离层区间内,大气压强越小,吸收越小. 展开更多
关键词 电离 电离频率 非线性衰减 衰减系数
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基于伪f_(o)F_(2)的短波频率预报方法及精度分析
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作者 陈训韬 《移动通信》 2023年第10期78-83,共6页
为了满足基于现有短波信道探测链路为外推短波通信链路提供短波频率优选服务的需求,提出一种基于伪f_(o)F_(2)的短波通信链路MUF外推方法。根据探测链路实测F2电离层MUF值,采用ITU-R P.533推荐的长期预测模型进行拟合,反演出探测链路对... 为了满足基于现有短波信道探测链路为外推短波通信链路提供短波频率优选服务的需求,提出一种基于伪f_(o)F_(2)的短波通信链路MUF外推方法。根据探测链路实测F2电离层MUF值,采用ITU-R P.533推荐的长期预测模型进行拟合,反演出探测链路对应控点的伪f_(o)F_(2)。根据伪f_(o)F_(2)与长期预测模型中的f_(o)F_(2)关系预测外推短波通信链路控点的f_(o)F_(2),据此进一步计算外推链路的F2电离层MUF预测值。采用按比例线性缩放的模型实现根据单条链路进行外推预测,并用历史试验数据对预测误差进行了分析。结果表明,探测链路与外推链路控点距离不超过300 km时,F_(2)层MUF预测误差均值小于1 MHz,标准差小于1.5 MHz。该方法具有需要数据少,计算方便,适于多种探测数据处理等特点,为移动用户短波通信链路频率保障服务提供了灵活技术手段。 展开更多
关键词 短波探测 短波通信 最高可用频率 电离层临界频率 短波频率预报
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中低纬电离层对行星际磁场南向翻转的响应 被引量:1
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作者 孙树计 陈春 +2 位作者 丁宗华 班盼盼 奚迪龙 《空间科学学报》 CAS CSCD 北大核心 2009年第3期268-274,共7页
利用卫星和地面台站的历史数据,研究了中低纬电离层f_0F_2对强行星际磁场南向翻转的响应.结果表明,行星际磁场南向翻转能引起电离层扰动式响应,响应特性与纬度、季节和翻转时刻的地方时有关.在中纬,发生在夏分季和夜间的翻转能造成较强... 利用卫星和地面台站的历史数据,研究了中低纬电离层f_0F_2对强行星际磁场南向翻转的响应.结果表明,行星际磁场南向翻转能引起电离层扰动式响应,响应特性与纬度、季节和翻转时刻的地方时有关.在中纬,发生在夏分季和夜间的翻转能造成较强的电离层负响应,其幅度随纬度的降低而变弱,在恢复过程中存在不规则振荡;在低纬,南向翻转引起的电离层响应在夏分季较强,在冬季则较弱,且易被淹没在电离层自身的扰动中.分析指出电离层最大负响应与翻转后南向磁场极大值之间有着较好的线性关系. 展开更多
关键词 行星际磁场 南向翻转 电离层临界频率 暴时环流
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我国中低纬地区电离层f_(o)E经验模型初步研究 被引量:2
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作者 代连东 丁宗华 +1 位作者 杨嵩 唐志美 《电波科学学报》 CSCD 北大核心 2021年第1期74-80,共7页
利用电波环境观测网中低纬地区(以满洲里、重庆、昆明、海口为例)电离层f_(o)E数据,参照前人工作,分析了f_(o)E月中值与太阳活动指数、太阳天顶角的变化关系,建立了我国中低纬多个地区的f_(o)E月中值经验模型.结果表明:f_(o)E月中值与F1... 利用电波环境观测网中低纬地区(以满洲里、重庆、昆明、海口为例)电离层f_(o)E数据,参照前人工作,分析了f_(o)E月中值与太阳活动指数、太阳天顶角的变化关系,建立了我国中低纬多个地区的f_(o)E月中值经验模型.结果表明:f_(o)E月中值与F10.7存在很强的相关性(相关系数大于0.9);与正午太阳天顶角余弦存在反相关性(相关系数绝对值大于0.7);与实测数据对比发现本文模型计算值标准偏差小于0.1 MHz,优于国际参考电离层(international reference ionosphere,IRI)模型.本文研究对于IRI模型改进与我国区域电离层经验模型研究建立具有重要意义. 展开更多
关键词 电离 电离层E层临界频率 国际参考电离 太阳天顶角 月中值
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由折射指数计算高功率微波的击穿阈值 被引量:3
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作者 侯德亭 周东方 +1 位作者 牛忠霞 王玉光 《信息工程大学学报》 2004年第2期122-124,共3页
高功率微波的强电场引起大气中性粒子的电离形成等离子体,中性粒子的电离频率与电场强度、大气压强密切相关。本文分析计算了高功率微波传输一个脉冲后折射指数随脉冲宽度、微波等效电场和大气压强的变化,并由此得到不同条件下的场强击... 高功率微波的强电场引起大气中性粒子的电离形成等离子体,中性粒子的电离频率与电场强度、大气压强密切相关。本文分析计算了高功率微波传输一个脉冲后折射指数随脉冲宽度、微波等效电场和大气压强的变化,并由此得到不同条件下的场强击穿阈值。 展开更多
关键词 高功率微波 电离频率 折射指数 压强
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高功率微波上升沿等效脉宽研究 被引量:1
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作者 邓朝平 侯德亭 +1 位作者 夏蔚 王利萍 《信息工程大学学报》 2011年第6期694-697,768,共4页
为解决高功率微波脉冲测量时按常规读数结果不精确的问题,提出了高功率微波上升沿等效脉宽,利用数据插值方法,拟合出了高功率微波脉冲上升沿。根据拟合得到的上升沿模型,仿真计算出了不同峰值场强和不同压强下的高功率微波上升沿等效脉... 为解决高功率微波脉冲测量时按常规读数结果不精确的问题,提出了高功率微波上升沿等效脉宽,利用数据插值方法,拟合出了高功率微波脉冲上升沿。根据拟合得到的上升沿模型,仿真计算出了不同峰值场强和不同压强下的高功率微波上升沿等效脉宽,分析了等效脉宽与场强及压强的关系,比较了等效脉宽与由常规读数得到的脉宽之间的误差。 展开更多
关键词 上升沿 插值 等效脉宽 电离频率
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Anomalous Ionospheric foF2 Variations Observed Prior to the Dalbandin Earthquake in Pakistan 被引量:1
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作者 Muhammad Irfan Aftab Alam +3 位作者 Muhammad Junaid Muhammad Ayyaz Ameen Talat Iqbal Huang Fuqiong 《Earthquake Research in China》 CSCD 2015年第4期567-575,共9页
Ionosphereic foF2 variations are very sensitive to the seismic effect and results of ionospheric perturbations associated with earthquakes seem to very hopeful for short-term earthquake prediction. On January 18,2011 ... Ionosphereic foF2 variations are very sensitive to the seismic effect and results of ionospheric perturbations associated with earthquakes seem to very hopeful for short-term earthquake prediction. On January 18,2011 at 20: 23 UT a great earthquake( M = 7. 2)occurred in Dalbandin( 28. 73° N,63. 92° E),Pakistan. In this study,we have tried to find out the features of pre-earthquake ionospheric anomalies by using the hourly day time( 08. 00 a. m.- 05. 00 p. m.) data of critical frequency( foF2) obtained by three vertical sounding stations installed in Islamabad( 33. 78°N,73. 06°E),Multan( 32. 26°N,71. 51°E) and Karachi( 24. 89° N,67. 02° E), Pakistan. The results show the significant anomalies of foF2 in the earthquake preparation zone several days prior to the Dalbandin earthquake. It is also observed that the amplitude and frequency of foF2 anomalies are more prominent at the nearest station to the epicenter as compared to those stations near the outer margin of the earthquake preparation zone. The confidence level for ionospheric anomalies regarding the seismic signatures can be enhanced by adding the analysis of some other ionospheic parameters along with critical frequency of the layer F2. 展开更多
关键词 Dalbandin earthquake Ionosphereic foF2 anomaly Short-term prediction Pakistan
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Effects of electrical parameters and their interactions on plasma electrolytic oxidation coatings on aluminum substrates 被引量:13
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作者 Ling-yun AN Ying MA +2 位作者 Xiao-xu YAN Sheng WANG Zhan-ying WANG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2020年第4期883-895,共13页
Based on orthogonal experiments,the effects of voltage,frequency,duty ratio and their interactions on the thickness and corrosion resistance of coatings prepared by plasma electrolytic oxidation(PEO)on aluminum in an ... Based on orthogonal experiments,the effects of voltage,frequency,duty ratio and their interactions on the thickness and corrosion resistance of coatings prepared by plasma electrolytic oxidation(PEO)on aluminum in an alkaline silicate-containing electrolyte were investigated.The thicknesses of these coatings were obtained by measuring their cross-section using Image J software.Their corrosion resistances were evaluated in HCl and NaCl media through spot test and electrochemical test.The results show that the experimental design of this study is the key to investigate the interactions among these electrical parameters.Additionally,not only each independent factor,but also their interactions exhibit a remarkable influence on the coatings.The combination of high voltage,low frequency and large duty ratio significantly increases the coating thickness and content of the corrosion resistance phase,and thus improves the corrosion resistance of the coating in HNO3 medium.Conversely,the coating possessing the densest microstructure and best corrosion resistance in NaCl medium is obtained when low voltage and high frequency match with a small duty ratio. 展开更多
关键词 ALUMINUM plasma electrolytic oxidation VOLTAGE FREQUENCY duty ratio interaction orthogonal experiments corrosion resistance
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AN ADVANCED DUAL-FREQUENCY POSITIONING ALGORITHM FOR SATELLITE NAVIGATION RECEIVERS
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作者 Liu Jiaxing Lu Mingquan Feng Zhenming 《Journal of Electronics(China)》 2009年第4期466-472,共7页
With the development of the Ground Positioning System (GPS) modernization and the expectable implementation of Galileo, people pay more and more attention to civil applications on multi-frequency signals. This paper p... With the development of the Ground Positioning System (GPS) modernization and the expectable implementation of Galileo, people pay more and more attention to civil applications on multi-frequency signals. This paper proposes a new and advanced positioning algorithm for the dual-frequency satellite navigation receivers, concerning the various influences of all the ranging error sources and taking advantage of the Klobuchar single-frequency ionospheric model. The paper also presents positioning precision provided by the new algorithm. Theoretical analysis and experimental results show that, the new dual-frequency positioning algorithm can achieve higher positioning accu- racy than the single-frequency positioning algorithm and the traditional dual-frequency positioning algorithm. 展开更多
关键词 Satellite navigation Dual-frequency positioning Klobuchar model Positioning accuracy
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Empirical modeling of ionospheric F2 layer critical frequency over Wakkanai under geomagnetic quiet and disturbed conditions 被引量:4
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作者 LIU Jing LIU LiBo +2 位作者 ZHAO BiQiang WAN WeiXing CHEN YiDing 《Science China(Technological Sciences)》 SCIE EI CAS 2012年第5期1169-1177,共9页
The hourly values of the ionospheric F2 layer critical frequency, foF2, recorded at Wakkanai ionosonde station (45.4°N, 141.7°E) have been collected to construct a middle-latitude single-station model for ... The hourly values of the ionospheric F2 layer critical frequency, foF2, recorded at Wakkanai ionosonde station (45.4°N, 141.7°E) have been collected to construct a middle-latitude single-station model for forecasting foF2 under geomagnetic quiet and disturbed conditions. The module for the geomagnetic quiet conditions incorporates local time, seasonal, and solar vari- ability of climatological foF2 and its upper and lower quartiles. It is the first attempt to predict the upper and lower quartiles of foF2 to account for the notable day-to-day variability in ionospheric foF2. The validation statistically verifies that the model captures the climatological variations of foF2 with higher accuracy than IRI does. The storm-time module is built to capture the geomagnetic storm induced relative deviations of foF2 from the quiet time references. In the geomagnetically disturbed module, the storm-induced deviations are described by diumal and semidiumal waves, which are modulated by a modified magnetic activity index, the Kf index, reflecting the delayed responses of foF2 to geomagnetic activity forcing. The coeffi- cients of the model in each month are determined by fitting the model formula to the observation in a least-squares way. We provide two options for the geomagnetic disturbed module, including or not including Kalman filter algorithm. The Kalman filter algorithm is introduced to optimize these coefficients in real time. Our results demonstrate that the introduction of the Kalman filter algorithm in the storm time module is promising for improving the accuracy of predication. In addition, comparisons indicate that the IRI model prediction of the F2 layer can be improved to provide better performances over this region. 展开更多
关键词 Empirical modeling Kalman f'dter ionospheric storm
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Experimental and simulation research on the influence of voltage amplitude,frequency and carrier gas flow rate on the performance of FAIMS 被引量:1
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作者 TANG Fei LI Hua +3 位作者 WANG XiaoHao YANG Ji ZHANG Liang WANG Fan 《Science China(Technological Sciences)》 SCIE EI CAS 2011年第6期1407-1414,共8页
A micro sensor chip of High-field Asymmetric Waveform Ion Mobility Spectrometry(FAIMS) was designed and fabricated by inductively coupled plasma(ICP) etching on the both sides of silicon and double silicon-glass bondi... A micro sensor chip of High-field Asymmetric Waveform Ion Mobility Spectrometry(FAIMS) was designed and fabricated by inductively coupled plasma(ICP) etching on the both sides of silicon and double silicon-glass bonding,with dimensions of 18.8 mm×12.4 mm×1.2mm.The sample ions were created at ambient pressure by VUV lamp ion source,which was equipped with a 10.6 eV photo discharge lamp(λ=116.5 nm).The 2-pentanone was adopted to illustrate the influences of high-field rectangular asymmetric waveform voltage amplitude,frequency and carrier gas flow rate on the performance of FAIMS sensor chip.The experiment results showed that with the frequency or carrier gas flow rate increasing,or voltage amplitude decreasing,the FAIMS sensitivity increases,and that the resolution decreases with the increasing of the frequency or flow rate.The FAIMS simulation results based on the SIMION software was in agreement with the experimental results.The FAIMS detection sensitivity experiment showed that the FAIMS sensor chip can detect positive and negative ions simultaneously,and has detection sensitivity as low as 0.1 ppm for acetic acid. 展开更多
关键词 FAIMS vacuum ultraviolet lamp MEMS rectangular asymmetric waveform voltage SIMION
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