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Water Use Trajectories in Agriculture and Hydropower in Zambezi River Basin:Assessing with Big Earth Data and Water-energy-food-environment Nexus Approach
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作者 TIAN Fuyou ZENG Hongwei +4 位作者 WU Bingfang ZHANG Miao ZHU Weiwei Elijah PHIRI Emmanuel MASHONJOWA 《Chinese Geographical Science》 2025年第6期1240-1255,共16页
Given the heightened competition for water in energy,food,and the environment in Africa,it is essential to implement sound integrated plans for basin or regional sustainable development.Zambezi River Basin(ZRB),one of... Given the heightened competition for water in energy,food,and the environment in Africa,it is essential to implement sound integrated plans for basin or regional sustainable development.Zambezi River Basin(ZRB),one of the least developed basins in the world,is under development with great ambition for hydropower and irrigation infrastructure.Here,we proposed a framework to assess different water usage trajectories for agricultural and hydropower development scenarios with data derived from big earth data method.Three future scenarios were set for irrigaiton expansion and development hydropower construction according to current plan,global average and high level,respectively.Using spatial analysis methods,average evapotranspiration(ET)difference before and after irrigation expansion and reservoir construction was used to estimate water usage trajectories.Results show that the total available water resource for ZRB is estimated as 111.8 km3.Due to irrigation and reservoirs construction,additional annual water consumption is estimated to be 0.9 and 14.2 km3 for 2017,respectively.By analyzing the water-energy-food-environment(WEFE)nexus given water availability constraints,we found that the water development boundary in the ZRB could support increases in both irrigation proportion and dam density to global average levels of 20%and 0.56/104 km2,respectively,without degrading the environment.The proposed paradigm for assessing water resources has the potential to endow the ZRB with significant capacity to support the achievement of relevant Sustainable Development Goals(SDGs). 展开更多
关键词 water use trajectory water-energy-food-environment(WEFE)nexus Sustainable Development Goals(SDGs) scenarios analysis earth observation data Zambezi River Basin Africa
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Quantitative Analysis of Seeing with Height and Time at Muztagh-Ata Site Based on ERA5 Database
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作者 Xiao-Qi Wu Cun-Ying Xiao +3 位作者 Ali Esamdin Jing Xu Ze-Wei Wang Luo Xiao 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2024年第1期87-95,共9页
Seeing is an important index to evaluate the quality of an astronomical site.To estimate seeing at the Muztagh-Ata site with height and time quantitatively,the European Centre for Medium-Range Weather Forecasts reanal... Seeing is an important index to evaluate the quality of an astronomical site.To estimate seeing at the Muztagh-Ata site with height and time quantitatively,the European Centre for Medium-Range Weather Forecasts reanalysis database(ERA5)is used.Seeing calculated from ERA5 is compared consistently with the Differential Image Motion Monitor seeing at the height of 12 m.Results show that seeing decays exponentially with height at the Muztagh-Ata site.Seeing decays the fastest in fall in 2021 and most slowly with height in summer.The seeing condition is better in fall than in summer.The median value of seeing at 12 m is 0.89 arcsec,the maximum value is1.21 arcsec in August and the minimum is 0.66 arcsec in October.The median value of seeing at 12 m is 0.72arcsec in the nighttime and 1.08 arcsec in the daytime.Seeing is a combination of annual and about biannual variations with the same phase as temperature and wind speed indicating that seeing variation with time is influenced by temperature and wind speed.The Richardson number Ri is used to analyze the atmospheric stability and the variations of seeing are consistent with Ri between layers.These quantitative results can provide an important reference for a telescopic observation strategy. 展开更多
关键词 site testing atmospheric effects methods:data analysis telescopes earth
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A Data Analysis Framework for Earth System Simulation within an <i>In-Situ</i>Infrastructure 被引量:1
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作者 D. Wang X. Luo +1 位作者 F. Yuan N. Podhorszki 《Journal of Computer and Communications》 2017年第14期76-85,共10页
This paper presents a generic procedure to implement a scalable and high performance data analysis framework for large-scale scientific simulation within an in-situ infrastructure. It demonstrates a unique capability ... This paper presents a generic procedure to implement a scalable and high performance data analysis framework for large-scale scientific simulation within an in-situ infrastructure. It demonstrates a unique capability for global Earth system simulations using advanced computing technologies (i.e., automated code analysis and instrumentation), in-situ infrastructure (i.e., ADIOS) and big data analysis engines (i.e., SciKit-learn). This paper also includes a useful case that analyzes a globe Earth System simulations with the integration of scalable in-situ infrastructure and advanced data processing package. The in-situ data analysis framework can provides new insights on scientific discoveries in multiscale modeling paradigms. 展开更多
关键词 IN-SITU data analysis Source Code analysis data STAGING ADIOS earth System Model Machine Learning SciKit-Learn E3SM
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A search for evidence of small-scale inhomogeneities in dense cores from line profile analysis
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作者 Lev Pirogov 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2018年第8期97-102,共6页
In order to search for intensity fluctuations on the HCN(1-0) and HCO+(1-0) line pro- files, which could arise due to possible small-scale inhomogeneous structure, long-term observations of high-mass star-forming... In order to search for intensity fluctuations on the HCN(1-0) and HCO+(1-0) line pro- files, which could arise due to possible small-scale inhomogeneous structure, long-term observations of high-mass star-forming cores S140 and S199 were carried out. The data were processed by the Fourier filtering method. Line temperature fluctuations that exceed the noise level were detected. Assuming the cores consist of a large number of randomly moving small thermal fragments, the total number of frag- ments is - 4 × 106 for the region with linear size - 0.1 pc in S140 and - 106 for the region with linear size - 0.3 pc in S 199. Physical parameters of fragments in S 140 were obtained from detailed modeling of the HCN emission in the framework of the clumpy cloud model. 展开更多
关键词 LINES profiles - molecular data - methods data analysis - ISM clouds - ISM molecules - ISM structure - ISM individual objects (S 140)
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Example-based super-resolution for single-image analysis from the Chang'e-1 Mission
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作者 Fan-Lu Wu Xiang-Jun Wang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2016年第11期57-60,共4页
Due to the low spatial resolution of images taken from the Chang'e-1 (CE-I) orbiter, the details of the lunar surface are blurred and lost. Considering the limited spatial resolution of image data obtained by a CCD... Due to the low spatial resolution of images taken from the Chang'e-1 (CE-I) orbiter, the details of the lunar surface are blurred and lost. Considering the limited spatial resolution of image data obtained by a CCD camera on CE-1, an example-based super-resolution (SR) algorithm is employed to obtain high- resolution (HR) images. SR reconstruction is important for the application of image data to increase the resolution of images. In this article, a novel example-based algorithm is proposed to implement SR reconstruction by single-image analysis, and the computational cost is reduced compared to other example-based SR methods. The results show that this method can enhance the resolution of images using SR and recover detailed information about the lunar surface. Thus it can be used for surveying HR terrain and geological features. Moreover, the algorithm is significant for the HR processing of remotely sensed images obtained by other imaging systems. 展开更多
关键词 Moon - methods: data analysis - techniques: image processing
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Time-resolved spectral analysis of prompt emission from long gamma-ray bursts with GeV emission
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作者 Arikkala Raghurama Rao Rupal Basak +4 位作者 Jishnu Bhattacharya Sarthak Chandra Nikunj Maheshwari Manojendu Choudhury Ranjeev Misra 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2014年第1期35-46,共12页
We performed detailed time-resolved spectroscopy of bright tong gamma- ray bursts (GRBs) which show significant GeV emissions (GRB 080916C, GRB 090902B and GRB 090926A). In addition to the standard Band model, we ... We performed detailed time-resolved spectroscopy of bright tong gamma- ray bursts (GRBs) which show significant GeV emissions (GRB 080916C, GRB 090902B and GRB 090926A). In addition to the standard Band model, we also use a model consisting of a black body and a power law to fit the spectra. We find that for the latter model there are indications of an additional soft component in the spectra. While previous studies have shown that such models are required for GRB 090902B, here we find that a composite spectral model consisting of two blackbodies and a power law adequately fits the data of all the three bright GRBs. We investigate the evolution of the spectral parameters and find several interesting features that appear in all three GRBs, like (a) temperatures of the blackbodies are strongly correlated with each other, (b) fluxes in the black body components are strongly correlated with each other, (c) the temperatures of the black body trace the profile of the individual pulses of the GRBs, and (d) the characteristics of power law components like the spectral index and the delayed onset bear a close similarity to the emission characteristics in the GeV regions. We discuss the implications of these results and the possibility of identifying the radiation mechanisms during the prompt emission of GRBs. 展开更多
关键词 gamma rays: bursts - gamma rays: observations - methods: data analysis
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Study on the One-year Accuracy of Pulsar Time-scale
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作者 Linlin Wang Zhehao Zhang +2 位作者 Chengshi Zhao Zongke Li Minglei Tong 《Research in Astronomy and Astrophysics》 2025年第1期280-294,共15页
Determining accurate pulsar timing model parameters is essential for establishing TT(PT),a realization of Terrestrial Time(TT)based on a pulsar timescale(PT).This study discusses the impact of different data spans on ... Determining accurate pulsar timing model parameters is essential for establishing TT(PT),a realization of Terrestrial Time(TT)based on a pulsar timescale(PT).This study discusses the impact of different data spans on the accuracy of pulsar timing model parameters when determining pulsar timing model parameters.Using observations of PSR J0437-4715,J1909-3744,J1713+0747,and J1744-1134 from the second data release of the International Pulsar Timing Array(IPTA II,Version A),we compare the accuracy of the timing model parameters determined by these observations with different data spans.The results show for PSR J0437-4715,J1713+0747,and J1909-3744,the amplitude fluctuations of rotational frequency remain within 10^(−15),10^(−14),and 10^(−14) Hz,respectively,when the data spans for determining pulsar timing model parameters exceed 13,14,and 6 yr.Additionally,the one-year accuracy of TT(PT)is crucial for its application in timekeeping.By comparing the frequency deviations of TT(PT)relative to TT(BIPM)under both ideal(k_(r))and actual(k_(p))conditions across different data spans,we find that when the data span reaches the duration above,the accuracy of TT(PT)surpasses that of TT(TAI)under ideal conditions,slightly inferior under actual conditions.This suggests with improved observational technologies,the accuracy of TT(PT)can be further enhanced. 展开更多
关键词 (stars:)pulsars individual(PSRs J1909-3744 J1713+0747 J0437-4715 J1744-1134)-time-methods data analysis
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Wavelet Analysis of Several Important Periodic Properties in the Relative Sunspot Numbers 被引量:16
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作者 Gui-MingLe Jia-LongWang 《Chinese Journal of Astronomy and Astrophysics》 CSCD 北大核心 2003年第5期391-394,共4页
We investigate the wavelet transform of yearly mean relative sunspot number series from 1700 to 2002. The curve of the global wavelet power spectrum peaks at 11-yr, 53-yr and 101-yr periods. The evolution of the ampli... We investigate the wavelet transform of yearly mean relative sunspot number series from 1700 to 2002. The curve of the global wavelet power spectrum peaks at 11-yr, 53-yr and 101-yr periods. The evolution of the amplitudes of the three periods is studied. The results show that around 1750 and 1800, the amplitude of the 53-yr period was much higher than that of the the 11-yr period, that the ca. 53-yr period was apparent only for the interval from 1725 to 1850, and was very low after 1850, that around 1750, 1800 and 1900, the amplitude of the 101-yr period was higher than that of the 11-yr period and that, from 1940 to 2000, the 11-yr period greatly dominates over the other two periods. 展开更多
关键词 Sun: sunspots - Sun: activity - methods: data analysis
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New Advances in Structural Studies of Barium Rare-Earth Fluor-Carbonate Minerals
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作者 Shen Jinchuan Mi JinxiaoChina University of Geosciences , Wuhan 430074 《Journal of Earth Science》 SCIE CAS CSCD 1992年第1期21-28,共8页
This paper summarizes the new developments in the study of barium rare-earth fluor-carbonate mineral structures .The second order superstructure of cebaite -(Ce ) was solved by using high power X-ray single crystal di... This paper summarizes the new developments in the study of barium rare-earth fluor-carbonate mineral structures .The second order superstructure of cebaite -(Ce ) was solved by using high power X-ray single crystal diffractometer . Five kinds of coordination forms were found . All atoms in the cell , including C and F , were properly located . In the process of study in a cordylite-(Ce ), a new mineral was discovered , whose chemical formula is (Ca0.5□0.5) BaCe2 (CO3)4F . It is isostructural with baiyuneboite - (Ce ), but different in composition (Na in baiyuneboite- (Ce ) is substituted by Ca disorderly ) . On the basis of the studies a proposal to re-define cordylite-(Ce )as a mineral group name is put forth by the authors . Finally a new type of twinning of huanghoite-(Ce ) was found on the systematical absence of diffraction data by means of a single crystal diffractometer . 展开更多
关键词 rare - earth mineral crystal structure cordylite -(Ce) cebaite - (Ce) baiyuneboite - (Ce) huanghoite - (Ce) X - ray analysis .
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On the non-Gaussian errors in high-z supernovae type Ia data
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作者 Meghendra Singh Ashwini Pandey +2 位作者 Amit Sharma Shashikant Gupta Satendra Sharma 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2016年第11期53-56,共4页
The nature of random errors in any data set is Gaussian, which is a well established fact according to the Central Limit Theorem. Supernovae type Ia data have played a crucial role in major discoveries in cosmology. U... The nature of random errors in any data set is Gaussian, which is a well established fact according to the Central Limit Theorem. Supernovae type Ia data have played a crucial role in major discoveries in cosmology. Unlike in laboratory experiments, astronomical measurements cannot be performed in controlled situations. Thus, errors in astronomical data can be more severe in terms of systematics and non-Gaussianity compared to those of laboratory experiments. In this paper, we use the Kolmogorov-Smiruov statistic to test non-Gaussianity in high-z supernovae data. We apply this statistic to four data sets, i.e., Gold data (2004), Gold data (2007), the Union2 catalog and the Union2.1 data set for our analysis. Our results show that in all four data sets the errors are consistent with a Gaussian distribution. 展开更多
关键词 cosmology - data analysis - statistics - probability
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天问二号任务目标小行星(469219)Kamo‘oalewa的自转特征与表面热环境 被引量:1
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作者 应佳峻 季江徽 +3 位作者 姜浩轩 谭东杰 胡寿村 包纲 《空间科学学报》 北大核心 2025年第3期736-748,共13页
详细分析了近地小行星Kamo‘oalewa的轨道特征、自转参数以及与地球的相对运动,通过对光变曲线的拟合,初步确定了该小行星自转轴的指向(λ=67.9°±3.1°,β=-46.0°±10.6°).模拟未来天问二号空间任务对该小... 详细分析了近地小行星Kamo‘oalewa的轨道特征、自转参数以及与地球的相对运动,通过对光变曲线的拟合,初步确定了该小行星自转轴的指向(λ=67.9°±3.1°,β=-46.0°±10.6°).模拟未来天问二号空间任务对该小行星的探测过程,得到了探测器在接近小行星过程中可能观测到的视星等级的变化情况.利用先进热物理模型(ATPM),对Kamo‘oalewa的表面温度分布进行详细分析,揭示该小行星在不同热惯量条件下的详细温度分布特征.基于分析对未来深入研究该天体的路径进行了展望,强调高分辨率探测设备及长期观测数据对提高小行星旋转特性和轨道参数精度的重要意义.天问二号任务的顺利实施将为进一步揭示小行星的起源与演化历史提供宝贵的数据支撑. 展开更多
关键词 近地小行星 469219 Kamo‘oalewa(2016 HO3) 自转参数 数据分析
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基于BSWT-DDTFA方法的地球天然脉冲电磁场震前信号时频分析研究 被引量:5
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作者 郝国成 白雨晓 +2 位作者 吴敏 王巍 刘辉 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2018年第10期4063-4074,共12页
地球天然脉冲电磁场(ENPEMF)信号,可理解为地球天然变化磁场的瞬间扰动,携带了大量有用的地质构造及其动力学信息.研究ENPEMF信号所蕴含的时间-频率联合分布特点,有利于深入了解目标对象的地球物理现象及其地质动力学原理.本文针对ENPEM... 地球天然脉冲电磁场(ENPEMF)信号,可理解为地球天然变化磁场的瞬间扰动,携带了大量有用的地质构造及其动力学信息.研究ENPEMF信号所蕴含的时间-频率联合分布特点,有利于深入了解目标对象的地球物理现象及其地质动力学原理.本文针对ENPEMF信号的非平稳特点,在数据驱动时频分析方法(DDTFA)的基础上提出了基于二值化同步压缩小波变换的改进算法(BSWT-DDTFA).该算法可以实现数据驱动初始相位自动赋值的功能,具有自适应性.实验仿真和实际数据均证明了该改进算法不仅能够得到较为精确的频率曲线和更加清晰的时频分布,而且具有较强的抗噪声能力.以2013年芦山MS7.0地震为例,利用BSWT-DDTFA方法提取ENPEMF信号的时频特性,结果表明ENPEMF信号的时间-频率-幅度分布在震前有明显的异常特征. 展开更多
关键词 地球天然脉冲电磁场 时频分析 数据驱动 同步压缩变换 震前异常
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合成孔径雷达分析就绪数据(SAR ARD):进展、挑战与展望 被引量:1
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作者 张红 解雅喆 +5 位作者 朱南华诺娃 许璐 寇文波 赵博林 葛纪 王超 《遥感学报》 北大核心 2025年第6期2239-2254,共16页
近年来,随着遥感卫星数据的爆炸式增长,数据预处理与组织的复杂性显著增加。分析就绪数据ARD(Analysis Ready Data)通过标准化处理,为遥感数据的广泛便捷应用开辟了新机遇。合成孔径雷达SAR(Synthetic Aperture Radar) ARD产品作为遥感... 近年来,随着遥感卫星数据的爆炸式增长,数据预处理与组织的复杂性显著增加。分析就绪数据ARD(Analysis Ready Data)通过标准化处理,为遥感数据的广泛便捷应用开辟了新机遇。合成孔径雷达SAR(Synthetic Aperture Radar) ARD产品作为遥感领域的核心数据,凭借其全天时、全天候工作的独特优势,为全球变化研究、资源环境监测、灾害管理等领域提供了关键数据支撑。本文从SAR ARD的基本概念出发,系统梳理其产品类型、数据来源、生产机构、处理技术及应用场景,全面分类并分析已公开和在研的星载SAR ARD产品及处理流程,深入探讨SAR ARD产品当前的生产与管理技术框架,讨论ARD产品与地球观测数据立方体和云平台的关联。同时,客观评估了SAR ARD产品在数据多样性、处理效率及应用普及等方面的挑战,并给出潜在解决方案。旨在为未来研究与实践提供理论参考与技术指引,助力SAR ARD数据在对地观测领域释放更大应用潜力。 展开更多
关键词 遥感卫星 标准化处理 分析就绪数据 合成孔径雷达 处理流程 地球观测数据立方体 云平台 对地观测
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宝鸡地震台地电阻率异常探讨分析
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作者 孙昱 张炜超 +1 位作者 陈嘉选 路小建 《科技创新与应用》 2025年第3期165-168,共4页
结合宝鸡地震台的地质构造和观测特点,对宝鸡地震台2015—2018年地电阻率观测数据进行系统分析。作者利用长趋势变化分析方法、傅氏滑动去年周期方法、归一化月速率方法、差分方法对宝鸡地震台地电阻率数据进行处理,探讨分析九寨沟地震... 结合宝鸡地震台的地质构造和观测特点,对宝鸡地震台2015—2018年地电阻率观测数据进行系统分析。作者利用长趋势变化分析方法、傅氏滑动去年周期方法、归一化月速率方法、差分方法对宝鸡地震台地电阻率数据进行处理,探讨分析九寨沟地震前宝鸡地震台地电阻率可能存在的异常,并对宝鸡地震台地电阻率的观测效能及存在的问题进行分析。 展开更多
关键词 宝鸡地震台 地电阻率 九寨沟Ms7.0级地震 数据处理 异常分析
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Weekly inter-technique combination of SLR,VLBI,GPS and DORIS at the solution level
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作者 Li-Zhen Lian Jie-Xian Wang +1 位作者 Cheng-Li Huang Ming-Hui Xu 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2018年第10期5-18,共14页
Constructing and maintaining a stable terrestrial reference frame (TRF) is one of the key objectives of fundamental astronomy and geodesy. The datum realization for all the global TRF versions, such as ITRF2014 and ... Constructing and maintaining a stable terrestrial reference frame (TRF) is one of the key objectives of fundamental astronomy and geodesy. The datum realization for all the global TRF versions, such as ITRF2014 and its predecessor ITRF2008, assumes linear time evolution for transformation parameters and then imposes some conditions on these Helmert transformation parameters. In this paper, we investigate a new approach, which is based on weekly estimation of station positions and Helmert transformation parameters from a combination of the solutions of four space-geodetic techniques, i.e., Satellite Laser Ranging (SLR), Very Long Baseline Interferometry (VLBI), Global Positioning System (GPS) and Doppler Orbitography and Radiopositioning Integrated by Satellite (DORIS). For this study, an interval of one week is chosen because the arc length of the SLR solutions is seven days. The major advantage of this weekly estimated reference frame is that both the non-linear station motions and the non-linear origin motion are implicitly taken into account. In order to study the non-linear behavior of station motions and physical parameters, ITRF2008 is used as a reference. As for datum definition of weekly reference frame, on one hand SLR is the unique technique to realize the origin and determine the scale together with VLBI, and on the other hand the orientation is realized via no net rotation with respect to ITRF2005 on a subset of core stations. Given the fact that without enough collocations an inter-technique combined TRF could not exist, the selection and relative weight of local ties surveyed at co-location sites are critical issues. To get stable results, we first assume that, if there were no events such as equipment changes between the measurement epoch of the local tie and that of the space- geodetic solution, the relative position between the two co-located stations should be invariant and this local tie could be used for computing the inter-technique combined reference flame in those weeks during the stable period of this tie. The resulting time series of both station positions and transformation parameters are studied in detail and are compared with ITRF2008. The residual station positions in the weekly combined reference frame are usually in the range of two millimeters without any periodic characteristic, but the residual station positions, when subtracting the regularized station position in ITRF2008, may reach a magnitude of a few centimeters and seem to have a significant annual signal. The physical parameter series between the weekly reference frame and ITRF2008 also show the obvious existence of an annual signal and reach a magnitude of one centimeter for origin motion and two parts per billion (ppb) for scale. 展开更多
关键词 reference systems - astrometry - methods data analysis - earth
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低轨物联网卫星智能数传决策优化
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作者 李帅 邢若粼 孙其博 《上海航天(中英文)》 2025年第5期33-42,共10页
低轨(LEO)物联网(IoT)卫星的下行数据传输(数传)因时间窗口、能源、热控等严格约束而成为稀缺资源。传统固定式的数传策略无法适应卫星实时的状态变化,常导致效率低下或安全风险。为解决这一挑战,提出一种数据驱动的在轨智能数传时机判... 低轨(LEO)物联网(IoT)卫星的下行数据传输(数传)因时间窗口、能源、热控等严格约束而成为稀缺资源。传统固定式的数传策略无法适应卫星实时的状态变化,常导致效率低下或安全风险。为解决这一挑战,提出一种数据驱动的在轨智能数传时机判别方法。研究基于一颗在轨卫星3年的真实遥测数据,通过分析数传周期内的母线功率与载荷温度动态特征,将数传时机划分为理想、次优、较高负载和高风险4种模式,揭示了不同运行模式与数传效率及安全性的内在关联。在此基础上,设计了一种轻量级在轨实时判别算法(ORDA),该算法利用数传任务开始前的遥测数据,通过计算综合性的“数传适宜度评分”(TSS),快速评估当前状态的适宜性。历史数据回测验证表明:该算法的判别准确率高达95.26%,尤其在识别“理想模式”与“高风险模式”方面表现出色,有效避免了危险性误判。为解决低轨卫星资源受限下的智能数传决策问题提供了有效方法,对提升卫星在轨效能与任务可靠性具有重要的工程应用价值。 展开更多
关键词 低轨(LEO)星座 物联网(IoT) 数据传输 功率-温度分析 模式识别
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面向需求的自适应瓦片立方体更新及验证
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作者 钟祥 米佩 余劲松弟 《海南大学学报(自然科学版中英文)》 2025年第3期318-326,共9页
针对多源异构地球观测数据组织和管理所存在的问题,提出了一种基于北斗网格的面向需求的自适应瓦片立方体模型RATD,旨在实现多源异构地球观测数据的动态组织与高效管理。通过引入有限状态机FSM进行瓦片数据的动态更新建模,基于需求生成... 针对多源异构地球观测数据组织和管理所存在的问题,提出了一种基于北斗网格的面向需求的自适应瓦片立方体模型RATD,旨在实现多源异构地球观测数据的动态组织与高效管理。通过引入有限状态机FSM进行瓦片数据的动态更新建模,基于需求生成和更新瓦片数据。以福建省地表覆盖分类为案例,验证了模型的可行性。结果表明:更新后的RATD总体分类精度与Kappa系数均在0.93以上;此外,相较于传统方法,RATD在数据获取流程的效率以及所需时间方面展现出显著优势。研究结果为地球观测数据的高效管理和应用提供了新的思路和方法。 展开更多
关键词 地球观测 有限状态机 瓦片立方体 分析就绪数据
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The FAST Discovery of a Millisecond Pulsar M15O(PSR J2129+1210O)Hidden in the Harmonics of M15A(PSR J2129+1210A)
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作者 Yinfeng Dai Zhichen Pan +6 位作者 Lei Qian Liyun Zhang Dejiang Yin Baoda Li Yaowei Li Yuxiao Wu Yujie Lian 《Research in Astronomy and Astrophysics》 2025年第7期1-7,共7页
We report the discovery of an isolated millisecond pulsar M15O(J2129+1210O)from the globular cluster M15(NGC 7078)with a period of 11.06686 ms and a dispersion measure of~67.44 cm^(-3)pc.Its spin period is so close to... We report the discovery of an isolated millisecond pulsar M15O(J2129+1210O)from the globular cluster M15(NGC 7078)with a period of 11.06686 ms and a dispersion measure of~67.44 cm^(-3)pc.Its spin period is so close to the 10th harmonic of the bright pulsar M15A(~11.06647 ms)that it was missed in a previous pulsar search.We suggest adding the spectrum in the pulsar candidate diagnostic plot to identify new signals near the harmonics.M15O has the first spin frequency derivative and the second spin frequency derivative,being 1.79191(5)×10^(-14)Hz s^(-1)and 3.3133(6)×10^(-23)Hz s^(-2),respectively.Its projected distance from the optical center of M15 is the closest among all the pulsars in M15.The origin can be something from the center of the massive and core-collapsed globular cluster M15. 展开更多
关键词 methods:data analysis (Galaxy:)globular clusters:individual(M15) (stars:)pulsars:individual(M15O or J2129-1210O)
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Google Earth Engine云平台对遥感发展的改变 被引量:57
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作者 王小娜 田金炎 +5 位作者 李小娟 王乐 宫辉力 陈蓓蓓 李向彩 郭婧涵 《遥感学报》 EI CSCD 北大核心 2022年第2期299-309,共11页
近年来,随着遥感技术的快速发展,积累了海量的对地观测遥感数据。传统桌面端遥感处理平台(例如ERDAS和ENVI等)无法满足当前遥感大数据的应用需求。作为领先的遥感云计算平台,GEE(Google Earth Engine)的出现改变了传统遥感数据处理和分... 近年来,随着遥感技术的快速发展,积累了海量的对地观测遥感数据。传统桌面端遥感处理平台(例如ERDAS和ENVI等)无法满足当前遥感大数据的应用需求。作为领先的遥感云计算平台,GEE(Google Earth Engine)的出现改变了传统遥感数据处理和分析模式,为海量数据快速处理与信息挖掘带来了新的契机。截止目前,科研人员已利用GEE成功开展了大量研究工作,发表多篇学术论文与综述。然而,还没有一项研究系统地分析GEE是如何推动遥感科学发展的。因此,本文旨在探讨GEE云平台相比于传统桌面端遥感处理平台分别在资源、方法和应用3个方面的创新性变革:(1)在资源方面,GEE以其集大数据/云计算为一体的特点,打破了传统数据、模型算法、算力分离的局面,实现上述3者的云端部署,在大规模数据快速处理与分析方面展现出巨大潜力;(2)在方法方面,GEE提供的遥感分析新方法,突破了传统遥感技术瓶颈,促进了遥感数据处理与分析的技术革新,极大提高了海量数据处理与信息挖掘效率;(3)在应用方面,GEE不仅为全球尺度的长时间序列快速分析带来发展机遇,而且推动了数据、算法和产品的快速共享,进一步迎来了开放、共享的遥感时代。通过系统归纳总结GEE平台的优势,不仅可以帮助潜在新用户了解GEE,同时加深现有用户的理解,还能促使谷歌开发人员完善和改进GEE,并且催生地球系统科学研究的新发现。 展开更多
关键词 Google earth Engine 遥感云计算平台 桌面端遥感处理平台 遥感大数据 像元级分析方法
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基于时序大数据分析的低轨卫星电源系统在轨能力评估方法
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作者 刘国栋 韦国军 杜鹏飞 《电力系统装备》 2025年第8期39-41,共3页
为提高低轨卫星电源系统在轨能力评估的精准性,采用时序大数据分析方法,构建动态评估模型,综合遥测数据清洗、特征提取、动态权重分配及退化预测网络,实现电源健康状态的智能预测。研究表明,该方法在正常与退化状态下预测精度较高,能有... 为提高低轨卫星电源系统在轨能力评估的精准性,采用时序大数据分析方法,构建动态评估模型,综合遥测数据清洗、特征提取、动态权重分配及退化预测网络,实现电源健康状态的智能预测。研究表明,该方法在正常与退化状态下预测精度较高,能有效识别健康衰退趋势,但在突发异常情况下仍需优化鲁棒性。研究可为低轨卫星电源管理提供科学依据,提升供电系统的稳定性和故障预警能力。 展开更多
关键词 低轨卫星 时序大数据分析 在轨能力
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