CN109948118B - Correction method, system, medium and terminal of geomagnetic activity index based on MSISE00 atmospheric model - Google Patents
Correction method, system, medium and terminal of geomagnetic activity index based on MSISE00 atmospheric model Download PDFInfo
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Abstract
Description
技术领域technical field
本发明涉及地磁活动指数的技术领域,特别是涉及一种基于MSISE00大气模型的地磁活动指数的校正方法、系统、介质、终端。The present invention relates to the technical field of geomagnetic activity index, in particular to a method, system, medium and terminal for correcting geomagnetic activity index based on the MSISE00 atmospheric model.
背景技术Background technique
空间天气对高层大气的影响主要由伴随地磁扰动出现的地球极区的能量注入的大小决定,统计上与地磁活动的强弱正相关,但地磁活动并不能够正确评估高层大气在地磁扰动过程中的变化幅度。极区能量注入通过NOAA系列卫星和欧空局(ESA)极轨气象卫星所搭载的低能粒子探测器的结果分析得到的。而地磁活动指数则是由地面的地磁台站综合得到。就高层大气的变化而言,极区能量注入无疑是更直接的影响指数。The impact of space weather on the upper atmosphere is mainly determined by the magnitude of the energy injection in the Earth's polar regions that accompanies geomagnetic disturbances, and is statistically positively correlated with the strength of geomagnetic activity. the magnitude of change. The polar region energy injection is obtained through the analysis of the results of NOAA series satellites and low-energy particle detectors carried by European Space Agency (ESA) polar-orbiting meteorological satellites. The geomagnetic activity index is obtained comprehensively from the geomagnetic stations on the ground. As far as the changes in the upper atmosphere are concerned, the energy injection in the polar region is undoubtedly a more direct impact index.
很多分析研究发现,大气模型在评估轨道大气密度时,通常会出现高估和低估的现象,采用国际标准的Kp指数输入大气模型,计算结果1天密度积分误差有时会超过1倍。因此,保证大气模型的准确运行成为空间天气的重要任务。但常用的大气模型是在大量的数据和研究基础上形成的。由于编制年代较早,应用地磁活动指数来表征地磁扰动影响。但以MSISE00为代表的大气模型的输入参数的形式为地磁活动指数Kp或Ap。Many analyzes and studies have found that when the atmospheric model evaluates the orbital atmospheric density, overestimation and underestimation usually occur. When the international standard Kp index is used to input the atmospheric model, the 1-day density integral error of the calculation result sometimes exceeds 1 times. Therefore, ensuring the accurate operation of atmospheric models has become an important task of space weather. But commonly used atmospheric models are formed on the basis of a large amount of data and research. Due to the early compilation, the geomagnetic activity index is used to characterize the influence of geomagnetic disturbance. However, the input parameters of the atmospheric model represented by MSISE00 are in the form of geomagnetic activity index Kp or Ap.
最新的研究结果证明,地磁暴期间注入到高纬地区的能量,可造成全球范围的大气密度的升高。因此,采用与能量注入参数相关的参数可以有效地改善高层大气模型的计算结果。也就是说,需要根据能量注入的幅度对地磁活动指数进行合理校正,进而驱动大气模型来得到更为合理的大气密度结果。The latest research results prove that the energy injected into high latitude regions during geomagnetic storms can cause a global increase in atmospheric density. Therefore, using parameters related to energy injection parameters can effectively improve the calculation results of upper atmosphere models. That is to say, it is necessary to make reasonable corrections to the geomagnetic activity index according to the magnitude of energy injection, and then drive the atmospheric model to obtain a more reasonable atmospheric density result.
发明内容Contents of the invention
鉴于以上所述现有技术的缺点,本发明的目的在于提供一种基于MSISE00大气模型的地磁活动指数的校正方法、系统、介质、终端,基于极区能量注入与地磁活动指数的统计关系和变化规律,对MSISE00模型输入的地磁活动指数进行校正,从而明显地改善大气模型的计算精度。In view of the shortcomings of the prior art described above, the object of the present invention is to provide a correction method, system, medium, and terminal based on the geomagnetic activity index of the MSISE00 atmospheric model, based on the statistical relationship and change between the energy injection in the polar region and the geomagnetic activity index According to the regularity, the geomagnetic activity index input into the MSISE00 model is corrected, thereby significantly improving the calculation accuracy of the atmospheric model.
为实现上述目的及其他相关目的,本发明提供一种基于MSISE00大气模型的地磁活动指数的校正方法,包括以下步骤:获取极区能量注入数据;基于所述极区能量注入数据计算每三小时区间内的平均能量注入率;基于所述平均能量注入率计算每三个小时区间的校正后的地磁活动指数;基于每三个小时区间的校正后的地磁活动指数获取一个自然日或指定时间区间对应的校正后的地磁活动指数。In order to achieve the above purpose and other related purposes, the present invention provides a method for correcting the geomagnetic activity index based on the MSISE00 atmospheric model, comprising the following steps: obtaining polar region energy injection data; calculating intervals every three hours based on the polar region energy injection data The average energy injection rate within; based on the average energy injection rate, the corrected geomagnetic activity index for every three-hour interval is calculated; based on the corrected geomagnetic activity index for every three-hour interval, a natural day or a specified time interval corresponding to The adjusted geomagnetic activity index of .
于本发明一实施例中,基于所述极区能量注入数据计算每三小时区间内的平均能量注入率包括以下步骤:In an embodiment of the present invention, calculating the average energy injection rate in every three-hour interval based on the energy injection data in the polar region includes the following steps:
将每日的数据探测时间划分为8个三小时区间;Divide the daily data detection time into 8 three-hour intervals;
根据公式计算每三小时区间内的平均能量注入率;其中,N表示该三小时区间内的探测时间点个数,hpi和ti分别为第i个探测时间点的能量注入和时间。According to the formula Calculate the average energy injection rate in every three-hour interval; where, N represents the number of detection time points in the three-hour interval, and hp i and t i are the energy injection and time of the i-th detection time point, respectively.
于本发明一实施例中,将当前三小时区间的平均能量注入率输入HpAp模型来获取该三小时区间对应的校正后的地磁活动指数。In an embodiment of the present invention, the average energy injection rate of the current three-hour interval is input into the HpAp model to obtain the corrected geomagnetic activity index corresponding to the three-hour interval.
于本发明一实施例中,一个自然日的校正后的地磁活动指数为该自然日内8个三小时区间的校正后的地磁活动指数的均值;指定时间区间对应的校正后的地磁活动指数包括当前三小时区间的校正后的地磁活动指数、前1个三小时区间的校正后的地磁活动指数、前2个三个小时区间的校正后的地磁活动指数、前3个三小时区间的校正后的地磁活动指数、前5-12个三小时区间的校正后的地磁活动指数的平均值和前13-20个三小时区间的校正后的地磁活动指数的平均值。In an embodiment of the present invention, the corrected geomagnetic activity index of a natural day is the average value of the corrected geomagnetic activity index of eight three-hour intervals in the natural day; the corrected geomagnetic activity index corresponding to the specified time interval includes the current The corrected geomagnetic activity index for the three-hour period, the corrected geomagnetic activity index for the first three-hour period, the corrected geomagnetic activity index for the first two three-hour periods, and the corrected geomagnetic activity index for the first three three-hour periods Geomagnetic Activity Index, the average of the corrected Geomagnetic Activity Index for the previous 5-12 three-hour intervals, and the average of the corrected Geomagnetic Activity Index for the previous 13-20 three-hour intervals.
对应地,本发明提供一种基于MSISE00大气模型的地磁活动指数的校正系统,包括获取模块、第一计算模块、第二计算模块和校正模块;Correspondingly, the present invention provides a correction system based on the geomagnetic activity index of the MSISE00 atmospheric model, including an acquisition module, a first calculation module, a second calculation module and a correction module;
所述获取模块用于获取极区能量注入数据;The acquiring module is used to acquire polar region energy injection data;
所述第一计算模块用于基于所述极区能量注入数据计算每三小时区间内的平均能量注入率;The first calculation module is used to calculate the average energy injection rate in every three-hour interval based on the energy injection data in the polar region;
所述第二计算模块用于基于所述平均能量注入率计算每三个小时区间的校正后的地磁活动指数;The second calculation module is used to calculate the corrected geomagnetic activity index for every three-hour interval based on the average energy injection rate;
所述校正模块用于基于每三个小时区间的校正后的地磁活动指数获取一个自然日或指定时间区间对应的校正后的地磁活动指数。The correction module is configured to obtain a corrected geomagnetic activity index corresponding to a natural day or a specified time interval based on the corrected geomagnetic activity index in each three-hour interval.
于本发明一实施例中,所述第一计算模块基于所述极区能量注入数据计算每三小时区间内的平均能量注入率包括以下步骤:In an embodiment of the present invention, the calculation of the average energy injection rate in every three-hour interval by the first calculation module based on the energy injection data in the polar region includes the following steps:
将每日的数据探测时间划分为8个三小时区间;Divide the daily data detection time into 8 three-hour intervals;
根据公式计算每三小时区间内的平均能量注入率;其中,N表示该三小时区间内的探测时间点个数,hpi和ti分别为第i个探测时间点的能量注入和时间。According to the formula Calculate the average energy injection rate in every three-hour interval; where, N represents the number of detection time points in the three-hour interval, and hp i and t i are the energy injection and time of the i-th detection time point, respectively.
于本发明一实施例中,所述第二计算模块将当前三小时区间的平均能量注入率输入HpAp模型来获取该三小时区间对应的校正后的地磁活动指数。In an embodiment of the present invention, the second calculation module inputs the average energy injection rate of the current three-hour interval into the HpAp model to obtain the corrected geomagnetic activity index corresponding to the three-hour interval.
于本发明一实施例中,所述校正模块中,一个自然日的校正后的地磁活动指数为该自然日内8个三小时区间的校正后的地磁活动指数的均值;指定时间区间对应的校正后的地磁活动指数包括当前三小时区间的校正后的地磁活动指数、前1个三小时区间的校正后的地磁活动指数、前2个三个小时区间的校正后的地磁活动指数、前3个三小时区间的校正后的地磁活动指数、前5-12个三小时区间的校正后的地磁活动指数的平均值和前13-20个三小时区间的校正后的地磁活动指数的平均值。In one embodiment of the present invention, in the correction module, the corrected geomagnetic activity index of a natural day is the average value of the corrected geomagnetic activity index of eight three-hour intervals in the natural day; the corrected geomagnetic activity index corresponding to the specified time interval The geomagnetic activity index includes the corrected geomagnetic activity index for the current three-hour interval, the corrected geomagnetic activity index for the previous three-hour interval, the corrected geomagnetic activity index for the first two three-hour intervals, and the corrected geomagnetic activity index for the first three three-hour intervals. The corrected geomagnetic activity index for the hourly interval, the average of the corrected geomagnetic activity index for the previous 5-12 three-hour intervals, and the average of the corrected geomagnetic activity index for the previous 13-20 three-hour intervals.
本发明提供一种计算机可读存储介质,其上存储有计算机程序,该程序被处理器执行时实现上述的基于MSISE00大气模型的地磁活动指数的校正方法。The present invention provides a computer-readable storage medium, on which a computer program is stored, and when the program is executed by a processor, the above method for correcting the geomagnetic activity index based on the MSISE00 atmospheric model is realized.
本发明提供一种终端,包括:处理器及存储器;The present invention provides a terminal, including: a processor and a memory;
所述存储器用于存储计算机程序;The memory is used to store computer programs;
所述处理器用于执行所述存储器存储的计算机程序,以使所述终端执行上述的基于MSISE00大气模型的地磁活动指数的校正方法。The processor is configured to execute the computer program stored in the memory, so that the terminal executes the above-mentioned method for correcting the geomagnetic activity index based on the MSISE00 atmospheric model.
如上所述,本发明所述的基于MSISE00大气模型的地磁活动指数的校正方法、系统、介质、终端,具有以下有益效果:As mentioned above, the correction method, system, medium and terminal of the geomagnetic activity index based on the MSISE00 atmospheric model of the present invention have the following beneficial effects:
(1)基于极区能量注入与地磁活动指数的统计关系和变化规律,对MSISE00模型输入的地磁活动指数进行校正;(1) Correct the geomagnetic activity index input by the MSISE00 model based on the statistical relationship and change law between the energy injection in the polar region and the geomagnetic activity index;
(2)相较于标准的地磁活动指数,校正后的地磁活动指数明显地改善大气模型的计算精度,降低了误差;(2) Compared with the standard geomagnetic activity index, the corrected geomagnetic activity index significantly improves the calculation accuracy of the atmospheric model and reduces the error;
(3)有助于空间天气的进一步研究。(3) Contribute to further research on space weather.
附图说明Description of drawings
图1显示为本发明的基于MSISE00大气模型的地磁活动指数的校正方法于一实施例中的流程图;Fig. 1 shows the flow chart of the correction method of the geomagnetic activity index based on the MSISE00 atmospheric model of the present invention in an embodiment;
图2显示为基于MSISE00大气模型根据标准和校正后的地磁活动指数分别得到的大气密度计算结果与实测值于一实施例中的比较示意图;Fig. 2 shows the comparative schematic diagram of the calculation result of atmospheric density obtained respectively and the measured value based on the MSISE00 atmospheric model according to the standard and corrected geomagnetic activity index in an embodiment;
图3显示为基于MSISE00大气模型根据标准和校正后的地磁活动指数分别得到的大气密度计算结果与实测值于另一实施例中的比较示意图;Fig. 3 shows the comparison schematic diagram of the calculation results of atmospheric density and measured values obtained respectively according to the geomagnetic activity index after standard and correction based on the MSISE00 atmospheric model in another embodiment;
图4显示为本发明的基于MSISE00大气模型的地磁活动指数的校正系统于一实施例中的结构示意图;Fig. 4 shows the structural representation of the correction system of the geomagnetic activity index based on the MSISE00 atmospheric model in an embodiment of the present invention;
图5显示为本发明的终端于一实施例中的结构示意图。FIG. 5 is a schematic structural diagram of a terminal of the present invention in an embodiment.
元件标号说明Component designation description
41 获取模块41 Get module
42 第一计算模块42 First computing module
43 第二计算模块43 Second computing module
44 校正模块44 Calibration module
51 处理器51 processors
52 存储器52 memory
具体实施方式detailed description
以下通过特定的具体实例说明本发明的实施方式,本领域技术人员可由本说明书所揭露的内容轻易地了解本发明的其他优点与功效。本发明还可以通过另外不同的具体实施方式加以实施或应用,本说明书中的各项细节也可以基于不同观点与应用,在没有背离本发明的精神下进行各种修饰或改变。需说明的是,在不冲突的情况下,以下实施例及实施例中的特征可以相互组合。Embodiments of the present invention are described below through specific examples, and those skilled in the art can easily understand other advantages and effects of the present invention from the content disclosed in this specification. The present invention can also be implemented or applied through other different specific implementation modes, and various modifications or changes can be made to the details in this specification based on different viewpoints and applications without departing from the spirit of the present invention. It should be noted that, in the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.
需要说明的是,以下实施例中所提供的图示仅以示意方式说明本发明的基本构想,遂图式中仅显示与本发明中有关的组件而非按照实际实施时的组件数目、形状及尺寸绘制,其实际实施时各组件的型态、数量及比例可为一种随意的改变,且其组件布局型态也可能更为复杂。It should be noted that the diagrams provided in the following embodiments are only schematically illustrating the basic ideas of the present invention, and only the components related to the present invention are shown in the diagrams rather than the number, shape and shape of the components in actual implementation. Dimensional drawing, the type, quantity and proportion of each component can be changed arbitrarily during actual implementation, and the component layout type may also be more complicated.
本发明的基于MSISE00大气模型的地磁活动指数的校正方法、系统、介质、终端,基于极区能量注入与地磁活动指数的统计关系和变化规律,对MSISE00模型输入的地磁活动指数进行校正,减少大气密度计算误差,从而明显地改善了大气模型的计算精度。The correction method, system, medium and terminal of the geomagnetic activity index based on the MSISE00 atmospheric model of the present invention correct the geomagnetic activity index input by the MSISE00 model and reduce atmospheric density calculation error, thus significantly improving the calculation accuracy of the atmospheric model.
在处理地磁暴过程影响大气密度的过程时,将地磁暴分为重现性冕洞引起和日冕物质抛射(Coronal Mass Ejection,CME)引起的两种,并分别统计分析地磁暴所对应高层大气密度变化。统计分析结果表明:When dealing with the process of geomagnetic storms affecting the atmospheric density, geomagnetic storms are divided into two types: recurring coronal holes and coronal mass ejections (Coronal Mass Ejection, CME), and statistical analysis of the upper atmosphere density corresponding to geomagnetic storms Variety. The statistical analysis results show that:
(1)对于冕洞引起的地磁暴,MSISE00模型输入实测的地磁活动指数Ap,计算得到的大气密度与卫星实测数值的误差有正有负,单日平均误差小于10%;(1) For geomagnetic storms caused by coronal holes, the MSISE00 model inputs the measured geomagnetic activity index Ap, and the error between the calculated atmospheric density and the satellite measured value is positive or negative, and the single-day average error is less than 10%;
(2)对于CME引起的地磁暴,若MSISE00模型输入实测的Ap值,则模型计算值都会低于实测值。(2) For the geomagnetic storm caused by CME, if the MSISE00 model inputs the measured Ap value, the calculated value of the model will be lower than the measured value.
进一步地,对上述两种产生机制的地磁暴所对应的高纬能量注入进行相关统计分析,得到的结论如下:Furthermore, the relevant statistical analysis of the high-latitude energy injection corresponding to the geomagnetic storms of the above two generation mechanisms is carried out, and the conclusions obtained are as follows:
(1)对于重现性冕洞引起的地磁暴,能量注入大致正比于地磁活动指数Ap;(1) For geomagnetic storms caused by recurrent coronal holes, the energy injection is roughly proportional to the geomagnetic activity index Ap;
(2)相同地磁活动指数Ap值的条件下,CME引起的地磁暴伴随的能量注入显著高于重现性冕洞引起的地磁暴。(2) Under the condition of the same geomagnetic activity index Ap value, the energy injection accompanying the geomagnetic storm caused by CME is significantly higher than that caused by recurrent coronal holes.
因此,本发明采用能量注入指标对地磁活动指数Ap进行校正,并将校正后的地磁活动指数AP作为MSISE00的输入参数,从而改善大气模型的计算结果。由于相同地磁活动指数Ap下,CME引起的地磁暴伴随的能量注入高于重现性冕洞引起的地磁暴,相同对应条件下,CME引发的地磁暴伴随的能量注入折合的地磁活动指数Ap较实测地磁活动指数Ap高;由于MSISE00模型相同条件下计算的地磁活动指数Ap值越高,大气密度计算结果越大,故通过能量注入,能够有效解决CME引发的地磁暴期间大气密度被低估的问题。故本发明的基于MSISE00大气模型的地磁活动指数的校正方法的关键点是得到校正后的地磁活动指数Ap值,即Ap*。Therefore, the present invention uses the energy injection index to correct the geomagnetic activity index Ap, and uses the corrected geomagnetic activity index AP as an input parameter of MSISE00, thereby improving the calculation result of the atmospheric model. Because under the same geomagnetic activity index Ap, the energy injection associated with the geomagnetic storm caused by the CME is higher than that of the geomagnetic storm caused by the recurring coronal hole. The measured geomagnetic activity index Ap is high; since the higher the geomagnetic activity index Ap value calculated under the same conditions of the MSISE00 model, the greater the calculation result of the atmospheric density, so energy injection can effectively solve the problem of underestimation of the atmospheric density during geomagnetic storms caused by CME . Therefore, the key point of the correction method of the geomagnetic activity index based on the MSISE00 atmospheric model of the present invention is to obtain the corrected geomagnetic activity index Ap value, namely Ap*.
如图1所示,于一实施例中,本发明的基于MSISE00大气模型的地磁活动指数的校正方法包括以下步骤:As shown in Figure 1, in one embodiment, the correction method of the geomagnetic activity index based on MSISE00 atmospheric model of the present invention comprises the following steps:
步骤S1、获取极区能量注入数据。Step S1. Obtain energy injection data in the polar region.
具体地,从地址ftp://ftp.swpc.noaa.gov/pub/lists/hpi/swpc_aurora_power_yyyymmdd.txt或地址ftp://ftp.swpc.noaa.gov/pub/lists/hpi/power_yyyy.txt下载极区能量注入数据。其中第一个地址可获取最近30天的每日能量注入文件,第二个地址可获取以年为单位的极区能量注入的历史数据。Specifically, download from address ftp://ftp.swpc.noaa.gov/pub/lists/hpi/swpc_aurora_power_yyyymmdd.txt or address ftp://ftp.swpc.noaa.gov/pub/lists/hpi/power_yyyy.txt Polar region energy injection data. Among them, the first address can obtain the daily energy injection files of the last 30 days, and the second address can obtain the historical data of polar energy injection in units of years.
其中,极区能量注入输入文件的文件头和数据内容如下:Among them, the file header and data content of the polar region energy injection input file are as follows:
其中,在数据内容中每一行为一个时间点的数据,共包括5列数据。第一列表示卫星和探测位置,括号中的N/S分别表示南/北极监测的数据;第二列表示时间,表示为DDDHHMM,DDD为日期在当年的序号,HHMM表示当时的时和分;第三列表示极区能量注入率,单位是GW;第四列和第五列分别表示活动级别和归一化系数。Wherein, in the data content, each row is data of a time point, including 5 columns of data in total. The first column indicates the satellite and detection position, and the N/S in brackets indicate the data of the South/Arctic monitoring respectively; the second column indicates the time, expressed as DDDHHMM, DDD is the serial number of the date in the year, and HHMM indicates the hour and minute at that time; The third column indicates the energy injection rate in the polar region, in GW; the fourth and fifth columns indicate the activity level and normalization coefficient, respectively.
步骤S2、基于所述极区能量注入数据计算每三小时区间内的平均能量注入率。Step S2, calculating the average energy injection rate in every three-hour interval based on the energy injection data in the polar region.
具体地,将每日的数据探测时间划分为0-2、3-5、6-8、9-11、12-14、15-17、18-20、20-23这8个三小时区间。根据以下公式计算每三小时区间内的平均能量注入率:Specifically, the daily data detection time is divided into eight three-hour intervals of 0-2, 3-5, 6-8, 9-11, 12-14, 15-17, 18-20, and 20-23. Calculate the average energy injection rate for each three-hour interval according to the following formula:
其中,N表示该三小时区间内的探测时间点个数,hpi和ti分别为第i个探测时间点的能量注入和时间。Among them, N represents the number of detection time points within the three-hour interval, and hp i and t i are the energy injection and time of the i-th detection time point, respectively.
步骤S3、基于所述平均能量注入率计算每三个小时区间的校正后的地磁活动指数ap*。Step S3 , calculating the corrected geomagnetic activity index ap* for each three-hour interval based on the average energy injection rate.
具体地,将当前三小时区间的平均能量注入率输入HpAp模型,获取该三小时区间对应的校正后的地磁活动指数ap*。其中,HpAp模型为通过对1996年-2016年之间的3小时的地磁活动指数ap与该时段的能量注入hp的对应关系统计得到的经验公式:Specifically, the average energy injection rate of the current three-hour interval is input into the HpAp model to obtain the corrected geomagnetic activity index ap* corresponding to the three-hour interval. Among them, the HpAp model is an empirical formula obtained by counting the corresponding relationship between the 3-hour geomagnetic activity index ap and the energy injection hp of this period between 1996 and 2016:
hp=9.6+0.95ap-0.00053ap2 hp=9.6+0.95ap- 0.00053ap2
通过上述公式,可以由实测hp值即平均能量注入率计算校正后的地磁活动指数ap*值。Through the above formula, the corrected geomagnetic activity index ap* value can be calculated from the measured hp value, that is, the average energy injection rate.
步骤S4、基于每三个小时区间的校正后的地磁活动指数ap*获取一个自然日或指定时间区间对应的校正后的地磁活动指数Ap*或ap*。Step S4. Obtain the corrected geomagnetic activity index Ap* or ap* corresponding to a natural day or a specified time interval based on the corrected geomagnetic activity index ap* in every three-hour interval.
在MSISE00大气模型中,有以下两种地磁活动指数的输入方式:In the MSISE00 atmospheric model, there are two input methods for the geomagnetic activity index:
1)当地磁暴强度较小时,若自然日内每3小时的地磁活动指数的平均值小于80,则采用一个自然日的地磁活动指数作为输入;1) When the intensity of the local magnetic storm is small, if the average value of the geomagnetic activity index every 3 hours in a natural day is less than 80, the geomagnetic activity index of a natural day is used as input;
2)当发生情况1)以外的地磁暴,即强地磁暴时,需依次输入每个三小时区间的地磁活动指数。2) When a geomagnetic storm other than situation 1) occurs, that is, a strong geomagnetic storm, the geomagnetic activity index of each three-hour interval needs to be input sequentially.
因此,在本发明中需要获取一个自然日或指定时间区间对应的校正后的地磁活动指数。Therefore, in the present invention, it is necessary to obtain a corrected geomagnetic activity index corresponding to a natural day or a specified time interval.
具体地,一个自然日(UT)的校正后的地磁活动指数Ap*为该自然日内8个三小时区间的校正后的地磁活动指数ap*的均值。对于当前三小时区间,ap*(1)为该区间校正后的地磁活动指数,ap*(2)为前1个三小时区间的校正后的地磁活动指数,ap*(3)为前2个三个小时区间的校正后的地磁活动指数,ap*(4)为前3个三小时区间的校正后的地磁活动指数,ap*(5)为前5-12个三小时区间的校正后的地磁活动指数的平均值,ap*(6)为前13-20个三小时区间的校正后的地磁活动指数的平均值。Specifically, the corrected geomagnetic activity index Ap* of a natural day (UT) is the average value of the corrected geomagnetic activity index ap* of eight three-hour intervals within the natural day. For the current three-hour interval, ap*(1) is the corrected geomagnetic activity index for this interval, ap*(2) is the corrected geomagnetic activity index for the previous three-hour interval, and ap*(3) is the previous two The corrected geomagnetic activity index for the three-hour interval, ap*(4) is the corrected geomagnetic activity index for the first three three-hour intervals, and ap*(5) is the corrected geomagnetic activity index for the first 5-12 three-hour intervals Average Geomagnetic Activity Index, ap*(6) is the average of the corrected Geomagnetic Activity Index for the previous 13-20 three-hour intervals.
下面通过具体实施例来进一步阐释本发明的基于MSISE00大气模型的地磁活动指数的校正方法。The method for correcting the geomagnetic activity index based on the MSISE00 atmospheric model of the present invention will be further explained below through specific examples.
以2006年12月15日为例,以此执行以下步骤:Taking December 15, 2006 as an example, perform the following steps:
第一步:首先进入下载地址下载2006年的能量注入文件,然后打开文件头,截取当日的能量注入数据;接着对文件进行处理,仅保留当日时间(即HHMM项)和第三列极区能量注入项,并对时间项进行改写,即t=hh+mm/60。Step 1: First go to the download address to download the energy injection file in 2006, then open the header of the file, and intercept the energy injection data of the day; then process the file to keep only the time of day (namely HHMM item) and the third column of polar region energy Inject the item, and rewrite the time item, that is, t=hh+mm/60.
第二步:分别计算当日8个3小时区间的平均能量注入率。Step 2: Calculate the average energy injection rate of the eight 3-hour intervals of the day.
以0-2区间为例,该区间共有18个探测时间点,即N=18。其中,t1=0.033,tN=2.947,根据公式得到该区间的平均能量注入率为145.9GW。Taking the interval 0-2 as an example, there are altogether 18 detection time points in this interval, that is, N=18. Among them, t 1 =0.033, t N =2.947, according to the formula The average energy injection rate in this interval is 145.9GW.
第三步:调用HpAp模型,分别输入第二步得到的平均能量注入率,得到8个区间的3小时ap*,具体如下表。Step 3: Call the HpAp model, input the average energy injection rate obtained in the second step, and obtain the 3-hour ap* of 8 intervals, as shown in the following table.
表1、2006年12月5日极区能量注入与ap*Table 1. Polar region energy injection and ap* on December 5, 2006
第四步:获取当日的MSISE00大气模型所需Ap*,即对当日的8个ap*进行平均值计算,得到Ap*为120。另外,如需分别得到指定时段的参数可以通过处理相应时段的ap*得到。如9:00-11:00时段的ap*(I)分别是:ap*(1),当前三小时区间的ap*;ap*(2),前1个三小时区间的ap*;ap*(3),前2个三小时区间的ap*;ap*(4),前3个三小时区间的ap*;ap*(5),前5-12个三小时区间的ap*的平均值;ap*(6),前13-20个三小时区间的ap*的平均值。Step 4: Obtain the Ap* required by the MSISE00 atmospheric model of the day, that is, calculate the average value of the 8 ap* of the day, and get the Ap* of 120. In addition, if it is necessary to obtain the parameters of the specified time period separately, it can be obtained by processing the ap* of the corresponding time period. For example, the ap*(I) in the 9:00-11:00 period is: ap*(1), the ap* of the current three-hour interval; ap*(2), the ap* of the previous three-hour interval; ap* (3), the ap* of the first two three-hour intervals; ap* (4), the ap* of the first three three-hour intervals; ap* (5), the average of the ap* of the first 5-12 three-hour intervals ; ap*(6), the average value of ap* for the first 13-20 three-hour intervals.
下面通过具体实验来进一步验证本发明的基于MSISE00大气模型的地磁活动指数的校正方法。The correction method of the geomagnetic activity index based on the MSISE00 atmospheric model of the present invention will be further verified through specific experiments below.
具体地,基于MSISE00大气模型,分别采用标准地磁活动指数Ap和由极区能量注入反演的地磁活动指数Ap*,对2003-2006年的21次Kp≥7的21个自然日(UT)的轨道大气密度进行计算,并与相同时刻的CHAMP卫星的探测值进行了比较。最终的结果是:21个样本日采用Ap*的计算误差较使用标准Ap值的标准误差均有不同程度的提高,有效率为100%,但由于地磁暴物理过程各不相同,改善最大幅度可达15%,最小只有4.2%。Specifically, based on the MSISE00 atmospheric model, using the standard geomagnetic activity index Ap and the geomagnetic activity index Ap* retrieved from the energy injection in the polar region, the 21 natural days (UT) with Kp≥7 in 2003-2006 The orbital atmospheric density was calculated and compared with the CHAMP satellite detections at the same time. The final result is: the calculation error using Ap* in the 21 sample days is improved to varying degrees compared with the standard error using the standard Ap value, and the effective rate is 100%. However, due to the different physical processes of geomagnetic storms, the maximum improvement can be Up to 15%, the minimum is only 4.2%.
其中,2006年4月14日的地磁暴有两个时间区间的Kp值达到7(ap=150),根据当日的极区能量注入推算了对应的ap*,结果如下表:Among them, in the geomagnetic storm on April 14, 2006, the Kp value reached 7 (ap=150) in two time intervals, and the corresponding ap* was calculated according to the energy injection in the polar region on that day, and the results are shown in the following table:
表2、2006年4月14日的地磁暴过程探测值Table 2. Detection values of geomagnetic storm process on April 14, 2006
将上述结果代入MSISE00大气模型计算得到的两种不同方法得到的大气密度计算结果与实测值进行比较,结果如图2所示,其中大气密度的单位为克/厘米3。可知,采用ap*的计算结果的平均相对误差为21.03%,而采用ap的计算结果的平均相对误差为35.82%。Substituting the above results into the MSISE00 atmospheric model, the calculation results of atmospheric density obtained by two different methods are compared with the measured values. The results are shown in Figure 2, where the unit of atmospheric density is g/ cm3 . It can be seen that the average relative error of the calculation results using ap* is 21.03%, while the average relative error of the calculation results using ap is 35.82%.
2006年12月15日的地磁暴有两个时间区间的Kp值达到8(ap=250)。根据当日的极区能量注入推算了对应的ap*,结果如下表:In the geomagnetic storm on December 15, 2006, the Kp value reached 8 (ap=250) in two time intervals. The corresponding ap* was calculated according to the energy injection in the polar region of the day, and the results are as follows:
表3、2006年12月15日的地磁暴过程探测值Table 3. Detection values of geomagnetic storm process on December 15, 2006
将上述结果代入MSISE00大气模型计算得到的两种不同方法得到的大气密度计算结果与实测值进行比较,结果如图3所示,其中大气密度的单位为克/厘米3。可知,采用ap*的计算结果的平均相对误差为12.38%,而采用ap的计算结果的平均相对误差为24.24%。Substituting the above results into the MSISE00 atmospheric model, the calculation results of atmospheric density obtained by two different methods are compared with the measured values. The results are shown in Figure 3, where the unit of atmospheric density is g/ cm3 . It can be seen that the average relative error of the calculation results using ap* is 12.38%, while the average relative error of the calculation results using ap is 24.24%.
如图4所示,于一实施例中,本发明的基于MSISE00大气模型的地磁活动指数的校正系统包括依次相连的获取模块41、第一计算模块42、第二计算模块43和校正模块44。As shown in FIG. 4 , in one embodiment, the correction system of the geomagnetic activity index based on the MSISE00 atmospheric model of the present invention includes an
所述获取模块41用于获取极区能量注入数据;The
所述第一计算模块42用于基于所述极区能量注入数据计算每三小时区间内的平均能量注入率;The
所述第二计算模块43用于基于所述平均能量注入率计算每三个小时区间的校正后的地磁活动指数;The
所述校正模块44用于基于每三个小时区间的校正后的地磁活动指数获取一个自然日或指定时间区间对应的校正后的地磁活动指数。The
其中,获取模块41、第一计算模块42、第二计算模块43和校正模块44的结构和原理与上述基于MSISE00大气模型的地磁活动指数的校正方法中的步骤一一对应,故在此不再赘述。Wherein, the structure and principle of the
需要说明的是,应理解以上装置的各个模块的划分仅仅是一种逻辑功能的划分,实际实现时可以全部或部分集成到一个物理实体上,也可以物理上分开。且这些模块可以全部以软件通过处理元件调用的形式实现,也可以全部以硬件的形式实现,还可以部分模块通过处理元件调用软件的形式实现,部分模块通过硬件的形式实现。例如:x模块可以为单独设立的处理元件,也可以集成在上述装置的某一个芯片中实现。此外,x模块也可以以程序代码的形式存储于上述装置的存储器中,由上述装置的某一个处理元件调用并执行以上x模块的功能。其它模块的实现与之类似。这些模块全部或部分可以集成在一起,也可以独立实现。这里所述的处理元件可以是一种集成电路,具有信号的处理能力。在实现过程中,上述方法的各步骤或以上各个模块可以通过处理器元件中的硬件的集成逻辑电路或者软件形式的指令完成。以上这些模块可以是被配置成实施以上方法的一个或多个集成电路,例如:一个或多个特定集成电路(Application Specific Integrated Circuit,简称ASIC),一个或多个微处理器(Digital Singnal Processor,简称DSP),一个或者多个现场可编程门阵列(Field Programmable Gate Array,简称FPGA)等。当以上某个模块通过处理元件调度程序代码的形式实现时,该处理元件可以是通用处理器,如中央处理器(CentralProcessing Unit,简称CPU)或其它可以调用程序代码的处理器。这些模块可以集成在一起,以片上系统(System-on-a-chip,简称SOC)的形式实现。It should be noted that it should be understood that the division of each module of the above device is only a division of logical functions, and may be fully or partially integrated into one physical entity or physically separated during actual implementation. Moreover, these modules can be implemented in the form of calling software through processing elements, or can be implemented in the form of hardware, or some modules can be implemented in the form of calling software through processing elements, and some modules can be implemented in the form of hardware. For example, the x module can be a separate processing element, and can also be integrated in a chip of the above-mentioned device. In addition, the x module can also be stored in the memory of the above-mentioned device in the form of program code, and can be invoked by a certain processing element of the above-mentioned device to execute the function of the above-mentioned x module. The implementation of other modules is similar. All or part of these modules can be integrated together, and can also be implemented independently. The processing element mentioned here may be an integrated circuit with signal processing capabilities. In the implementation process, each step of the above method or each module above can be completed by an integrated logic circuit of hardware in the processor element or an instruction in the form of software. The above modules may be one or more integrated circuits configured to implement the above method, for example: one or more specific integrated circuits (Application Specific Integrated Circuit, referred to as ASIC), one or more microprocessors (Digital Singnal Processor, DSP for short), one or more Field Programmable Gate Arrays (Field Programmable Gate Array, FPGA for short), and the like. When one of the above modules is implemented in the form of a processing element scheduling program code, the processing element may be a general-purpose processor, such as a central processing unit (Central Processing Unit, CPU for short) or other processors that can call program codes. These modules can be integrated together and implemented in the form of a System-on-a-chip (SOC for short).
本发明的计算机可读存储介质上存储有计算机程序,该程序被处理器执行时实现上述的基于MSISE00大气模型的地磁活动指数的校正方法。其中,所述存储介质包括:ROM、RAM、磁碟、U盘、存储卡或者光盘等各种可以存储程序代码的介质。The computer-readable storage medium of the present invention stores a computer program, and when the program is executed by a processor, the above method for correcting the geomagnetic activity index based on the MSISE00 atmospheric model is realized. Wherein, the storage medium includes: ROM, RAM, magnetic disk, U disk, memory card or optical disk, etc., which can store program codes.
如图5所示,于一实施例中,本发明的终端包括:处理器51及存储器52。As shown in FIG. 5 , in an embodiment, the terminal of the present invention includes: a
所述存储器52用于存储计算机程序。The memory 52 is used to store computer programs.
所述存储器52包括:ROM、RAM、磁碟、U盘、存储卡或者光盘等各种可以存储程序代码的介质。The memory 52 includes various media capable of storing program codes such as ROM, RAM, magnetic disk, U disk, memory card or optical disk.
所述处理器51与所述存储器52相连,用于执行所述存储器52存储的计算机程序,以使所述终端执行上述的基于MSISE00大气模型的地磁活动指数的校正方法。The
优选地,所述处理器51可以是通用处理器,包括中央处理器(CentralProcessingUnit,简称CPU)、网络处理器(NetworkProcessor,简称NP)等;还可以是数字信号处理器(DigitalSignalProcessor,简称DSP)、专用集成电路(ApplicationSpecificIntegratedCircuit,简称ASIC)、现场可编程门阵列(Field-ProgrammableGateArray,简称FPGA)或者其他可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件。Preferably, the
综上所述,本发明的基于MSISE00大气模型的地磁活动指数的校正方法、系统、介质、终端基于极区能量注入与地磁活动指数的统计关系和变化规律,对MSISE00模型输入的地磁活动指数进行校正;相较于标准的地磁活动指数,校正后的地磁活动指数明显地改善大气模型的计算精度,降低了误差;有助于空间天气的进一步研究。本发明有效克服了现有技术中的种种缺点而具高度产业利用价值。In summary, the correction method, system, medium, and terminal of the geomagnetic activity index based on the MSISE00 atmospheric model of the present invention are based on the statistical relationship and change law between the energy injection in the polar region and the geomagnetic activity index, and the geomagnetic activity index input by the MSISE00 model. Correction; Compared with the standard geomagnetic activity index, the corrected geomagnetic activity index significantly improves the calculation accuracy of the atmospheric model and reduces the error; it is helpful for further research on space weather. The invention effectively overcomes various shortcomings in the prior art and has high industrial application value.
上述实施例仅例示性说明本发明的原理及其功效,而非用于限制本发明。任何熟悉此技术的人士皆可在不违背本发明的精神及范畴下,对上述实施例进行修饰或改变。因此,举凡所属技术领域中具有通常知识者在未脱离本发明所揭示的精神与技术思想下所完成的一切等效修饰或改变,仍应由本发明的权利要求所涵盖。The above-mentioned embodiments only illustrate the principles and effects of the present invention, but are not intended to limit the present invention. Anyone skilled in the art can modify or change the above-mentioned embodiments without departing from the spirit and scope of the present invention. Therefore, all equivalent modifications or changes made by those skilled in the art without departing from the spirit and technical ideas disclosed in the present invention should still be covered by the claims of the present invention.
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