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58 results about "Solar Activities" patented technology

Climate variable lacrosse heads and related methods of use

A first lacrosse head constructed from a first material having first properties or a second lacrosse head constructed from a second material having second properties is selectively used in lacrosse activities, based on environmental conditions, such as temperature, humidity and / or solar activity, to provide generally consistent head performance as perceived by a lacrosse player across a range of environmental conditions. The first and second heads can be identical in structure, but constructed from different materials. For example, the first head can include a polyamide, optionally, Nylon 6,6 polyamide, and the second head can include a high performance polyamide resin, optionally a polypthalamide. An environmental indicator that provides visual and / or audible output with regard to environmental conditions can be included with at least one of the first head, the second head and a shaft to which the heads can be joined. Related methods of use are also provided.
Owner:WARRIOR SPORTS INC

Optical racemization and slit scanning integrated device based on solar telescope grating spectrometer

The invention relates to an optical racemization and slit scanning integrated device based on a solar telescope grating spectrometer. The optical racemization and slit scanning integrated device comprises a solar telescope (1), a K1 plane mirror (2), a K2 plane mirror (3), a K3 plane mirror (4), an electrical control translation stage (5), an electrical control rotating platform (6), a grating spectrometer slit (7), a grating spectrometer (8), a photoelectric detector (9), a controller (10) and a data processing and control computer (11). At present, most of solar telescopes use horizontal type rack structures, image field rotation problems are easily caused in the object tracking process by means of the structures, so that on one hand, a special image field racemization device is required to be equipped, and on the other hand, a special slit scanning device is required to be equipped to obtain three-dimensional information of a solar activity region. The optical racemization and slit scanning integrated device is simple in structure, small in occupied space, few in optical mirror planes and high in innovativeness and practicality.
Owner:INST OF OPTICS & ELECTRONICS - CHINESE ACAD OF SCI

Method for forecasting occurrence probability of ionospheric scintillation in low-latitude areas of China

The invention discloses a method for forecasting the occurrence probability of ionospheric scintillation in low-latitude areas of China. The method includes: an ionospheric irregularity intensity CkL inversion method based on an ionospheric scintillation index S4, a probability density distribution model of ionospheric irregularity intensity CkL of low-latitude areas of China which changes with solar activity index Rz, geomagnetic activity index Kp, geographical position, season and time, and an ionospheric scintillation occurrence probability calculation method. The method provided by the invention can calculate the occurrence probability of an ionospheric scintillation event under conditions of designated place, time, solar activity index Rz, geomagnetic activity index Kp, working frequency band, ionospheric scintillation index S4 threshold value and the like according to user demands.
Owner:THE 22ND RES INST OF CHINA ELECTRONICS TECH GROUP CORP

Computer sun activity prediction system

InactiveCN101266302AAccurate medium and long-term solar activity forecastWeather condition predictionSpecial data processing applicationsHuman–machine interfaceFlare
A computer solar activity forecasting system comprises a forecasting module in a system containing a server with human-machine interface and a mass data base, wherein the forecasting module is composed of a radio current forecasting module established based on ARIMA module, a proton forecasting module based on SVM and a flare forecasting module based on multiple discrimination pattern, a network station automatic data downloading module, a mail automatic data receiving module, a conventional sending module and an unconventional sending module, and a timing start-up forecasting module controlled by the timer in the server. The said system solves the problem that the data processing amount is large and the time and vigour is squandered during forecasting the solar activity and quickly and accurately forecasts the solar activity of mid long term and forecasts the solar activity of short term which is difficult to forecast in days of old and has great applied cost for preventing the solar acute activity from influencing the human living and agricultural production and performing scientific study.
Owner:NAT ASTRONOMICAL OBSERVATORIES CHINESE ACAD OF SCI

Satellite magnetic field data earthquake abnormality detection method based on non-negative matrix decomposition

The invention relates to a satellite magnetic field data seismic abnormality detection method based on non-negative matrix decomposition. The method comprises a step of removing invalid data accordingto a flag bit and subtracting CHAOS-6 magnetic field model data, and solving a first-order difference of a result to obtain differential data, a step of performing short-time Fourier transform on thedifferential data to construct a non-negative time-frequency amplitude matrix corresponding to magnetic field data, a step of decomposing the non-negative time-frequency amplitude matrix by using a non-negative matrix decomposition method and separating a local influence component generated by an earthquake from a global influence component generated by a sun activity and a geomagnetic activity,a step of selecting the local influence component generated by the earthquake according to an energy ratio and carrying out abnormal track judgment on the component through an over-limit rate method,and a step of accumulating the number of abnormal orbits every day and detecting earthquake abnormality according to the degree of deviation from a background fitting straight line. According to the invention, all data obtained by measurement can be reserved and utilized to research the earthquake, and at the same time, components more related to the earthquake activity can be obtained to effectively perform earthquake abnormality detection.
Owner:JILIN UNIV

Total electron content prediction method for global ionosphere based on deep learning framework

PendingCN111160646AHigh total electron content prediction accuracyEfficient extraction and utilization of associationsForecastingNeural architecturesSolar ActivitiesIonospheric total electron content
The invention relates to a total electron content prediction method for a global ionosphere based on a deep learning framework. The method comprises the steps: performing grid partitioning on a globaltotal electron content according to different response characteristics during geomagnetic disturbance, and on the basis, constructing a deep learning prediction model through an LSTM framework; setting the training sample length and the training frequency according to the periodic change characteristics of the global total electron content, and acquiring a pre-training model; analyzing the lengthof the training sample and the number of training times in combination with different sun activity and geomagnetic activity environments to obtain an optimal training model; finally, predicting the total electron content of the future global ionized layer by utilizing the training model, so a prediction error is within an expected range. The method can effectively predict the total electron content of the ionized layer in different regions of the world, so as to predict the total electron content of the global ionosphere, and provide better technical support for related applications such as space weather prediction and satellite navigation ionized layer error correction.
Owner:BEIHANG UNIV

Solar active region high-resolution tomographic imaging telescope device

The invention provides a solar active region high-resolution tomographic imaging telescope device comprising an optical telescope system, a solar self-adaptive optical system, a multispectral tomographic imaging system and an image restoration and data fusion system. The relation between the solar radiation spectrum and solar atmosphere height is utilized, the multispectral tomographic imaging system is additionally arranged, and a solar self-adaptive optical technology and an image restoration technology are combined so that solar active region high-resolution and high-contrast tomographic imaging observation can be realized finally. The solar active region high-resolution tomographic imaging telescope device has high innovativeness and practicality and has an important effect in research of solar activity development and evolution.
Owner:INST OF OPTICS & ELECTRONICS - CHINESE ACAD OF SCI

Aseismic dynamic background field based extraction method of seismic TEC abnormal information

The invention provides an aseismic dynamic background field based extraction method of seismic TEC abnormal information. The method comprises the following steps of establishing a dynamic background field, carrying out wavelet multi-scale analysis, utilizing a support vector machine regression model and carrying out a method for extracting abnormal information. According to the extraction method,through an aseismic dynamic background field, the own periodical change of a TEC is considered; meanwhile, the interference of space environments of a solar activity and a geomagnetic activity and thelike are also considered; an extractable seismic TEC abnormality is more accurate; meanwhile, the interference and error brought by other aseismic factor in the process of extracting seismic ionospheric TEC abnormal information can be reduced; the detection accurate rate of the seismic TEC abnormality is improved; the method has a higher early warning rate during a seismic period and a lower false warning rate during an aseismic period; and the extraction efficiency of the seismic TEC abnormal information can be improved.
Owner:CHINA UNIV OF PETROLEUM (EAST CHINA)

Solar occultation measurement method of inversion near space atmosphere density based on X-rays

The invention relates to a solar occultation measurement method of inversion near space atmosphere density based on X-rays. The method is characterized by simultaneously measuring unattenuated solar X-ray intensity and attenuated X-ray intensity in a solar occultation path through the X-rays so as to fit the atmosphere density in a height range of 50-200km. The method has the advantages of large detection height range, low technical complexity, easy implementation and high measurement accuracy; meanwhile, the method is capable of monitoring the response of the near space atmosphere density change to the solar activity in real time; the establishment of a three-dimensional tomographic dynamic model of the near space atmosphere density is facilitated; the requirements on atmosphere parameters of development, verification and control of a near space aircraft can be met.
Owner:NAT SPACE SCI CENT CAS

Solar activity target detection method based on square grid structure

ActiveCN106067175AImplement image segmentationEasy to handleImage analysisImaging processingSolar Activities
The invention discloses a solar activity target detection method based on a square grid structure, and belongs to the technical field of astronomy and image processing. The solar activity target detection method comprises the following steps that image normalization is performed; the gray scale of an original image is reduced; the square grid structure is defined and the image is divided; a rectangular coordinate system for storing the grid images is established, and dimension reduction and storage are performed on grid units; an initial threshold is estimated by utilizing a histogram threshold method; the minimum external rectangle is used as a tool to correct the threshold so that gradient thresholds are obtained; a target area is identified and a background area is hidden; and segmentation and saving of the target area are performed. Compared with the methods in the prior art, image segmentation of multiple types of solar activities is realized, and a feasible method for solving the problem of storing massive astronomical data is also provided.
Owner:KUNMING UNIV OF SCI & TECH

Multi-period street lamp control device

The invention relates to a multi-period street lamp control device. A multi-period street lamp controller adopts a single chip microcontroller and is used as a core of the street lamp control device, a high-precision integrated chip is utilized as a timing unit, a dot character liquid crystal display module with low power consumption is utilized as a display unit, a contactless controllable silicon is utilized as a control unit, and a zero crossing trigger technology is utilized to decrease the pollution to an electric network. The control device is characterized in that a solar activity rule table is an annual sunrise sunset timetable published by an observatory, and a precise clock circuit is added so as to realize precise regulation and control of most 99 sections each year on a street lamp according to the rule table; and the control of the street lamp is more humanized according to light and shade perception degree characteristics of human eyes. The control device has the following functions: 1, realizing the intelligent control of the street lamp according to a sunrise sunset rule and the light and shade perception degree characteristics of the human eyes; 2, setting a control mode ( either or whole) and a period control content according to user needs; 3, having automatic protection functions such as overcurrent, overvoltage and the like; and 4, being provided with additional functions, such as an emergency function, a calendar function and the like.
Owner:天津职业大学 +1

Automatic extraction method for sun outline

The invention belongs to the solar physics of the field of astronomy in China and provides an automatic extraction method for the sun outline. The method comprises the following steps: aiming at the full-disk monochromatic image of the Huairou Solar Observing Station of the National Astronomical Observatories of China, obtaining the gray scale information of the solar limb by using morphological close operation and erosion operation; then, extracting a limb coordinate by using a self-adaptive threshold method; finally, fitting the limb coordinate by combining a least square fitting method, and thus obtaining a connected solar limb binary image. Compared with other international algorithms, the method can process lower-quality solar observation data with instrument noise and fills the blank of domestic related fields. The method has important significance and practical value on determining the solar disk radius and the earth-sun distance, calculating the position of solar activity in the solar disk and researching the evolution law of the sun outline.
Owner:NAT ASTRONOMICAL OBSERVATORIES CHINESE ACAD OF SCI

Solar activity recognition method based on scale transformation model

The invention relates to a solar activity recognition method based on a scale transformation model, and belongs to the fields of the astronomical technology and the image processing technology. The method comprises the following steps: 1, information collection and coordinate system building: detecting the center and radius of the sun through Hough transformation, obtaining an image collection time of an FITS data set, collecting the position information of solar activities at a corresponding moment from a solar physics event knowledge base, building a rectangular coordinate system, and carrying out the scaling transformation of the position coordinates of the solar activities; 2, solar activity region segmentation and recognition: defining a grid structure, dividing an image, segmenting an effective region of the solar activities through employing a gradient threshold method, and marking the solar activity region through employing a minimum enclosing rectangle and an eight-direction freeman chain code. The method achieves the timely tracking and positioning of various types of solar activities, accurately recognizes the effective region of the solar activities, and also provides a feasible method for simplifying a data set of a CBIR system.
Owner:KUNMING UNIV OF SCI & TECH

Apparatus and method for analyzing effect on wireless communication system by solar cosmic radio wave

Provided is an apparatus and method for analyzing an effect on a wireless communication system that may analyze an effect of a solar activity on a wireless communication system based on strength of solar cosmic radio waves. An apparatus for analyzing an effect on a wireless communication system may include a solar cosmic radio wave strength collecting unit to collect strength of solar cosmic radio waves according to a solar activity; and an interference determining unit to determine a level of interference of the solar activity against the wireless communication system, based on the strength of solar cosmic radio waves.
Owner:PARTICULATE MATTER SOLUTIONS +1

Solar large-view-field high-resolution imaging telescope based on deformable secondary mirror

PendingCN111399211AMeet high-resolution imagingImproved wavefront detectionTelescopesSolar ActivitiesEarth surface
The invention provides a solar large-view-field high-resolution imaging telescope based on a deformable secondary mirror. The telescope comprises a primary mirror, a primary mirror temperature controlsystem, a thermal field diaphragm, a deformation secondary mirror, a six-axis parallel mechanism, a relay reflector group, a large-field wavefront detector, a large-field imaging detector and the like, and the deformation secondary mirror and the six-axis parallel mechanism are combined to correct surface atmospheric turbulence wavefront distortion in real time. The size of a typical solar activity area is 1-2 angular minutes, a traditional self-adaptive optical telescope is limited by an isoplanatic area, a high-resolution imaging view field is only about 10 angular seconds, and the large-view-field high-resolution observation requirement of the solar activity area cannot be met. The objective of the invention is to realize high-resolution imaging with a larger field of view. According to the invention, the deformation secondary mirror and the six-axis parallel mechanism in the telescope primary optical system are used for correcting the atmospheric turbulence of the earth surface layer, high-resolution imaging of a field of view of more than 2 angular minutes can be realized on a large-aperture (2m-8m) solar telescope, and the overall real-time high-resolution imaging of a solaractivity area is satisfied.
Owner:INST OF OPTICS & ELECTRONICS - CHINESE ACAD OF SCI

Regional ionized layer TEC forecasting method based on LSTM and GCN

PendingCN113379107AImprove forecast accuracyReduce the phenomenon of loss and errorForecastingNeural architecturesData setSolar Activities
The invention discloses a regional ionized layer TEC forecasting method based on LSTM and GCN, and relates to the technical field of space environment forecasting. The forecasting method comprises the following steps: firstly, obtaining an ionized layer TEC data set, a solar activity index F10.7 and a geomagnetic index Dst, performing data cleaning, filling and other processing on the data sets, then dividing the data sets into a training set and a test set, and performing zero-mean standardization processing on the training set and the test set; determining a topological structure and network parameters of a regional ionosphere TEC forecasting model, and training a regional ionosphere TEC short-term forecasting model based on an LSTM-GCN network; and finally, inputting the test set data to run the forecasting model, carrying out anti-standardization on an output sequence to restore data, and carrying out error analysis and model performance evaluation. According to the method, the network advantages of the LSTM and the GCN are integrated, the spatial-temporal characteristics of the ionized layer TEC sequence are effectively extracted, and the forecasting precision of the regional ionized layer TEC can be improved.
Owner:XUZHOU NORMAL UNIVERSITY

Solar system planetary planetarium display system

The invention provides a solar system planetary planetarium display system which comprises solar system star and planetary models including Sun, Mercury, Venus, Earth, Moon, Mars, Jupiter, Saturn, Uranus and Neptune models. Projection in a model is adopted by the Sun model, the content of a projection video comprises the structure of the Sun, the Sun as a source of energy, sunspots and cycles, solar activity, the lepton miracle in the Sun, sun storm and the Sun and the Earth. Spherical touch control is used by the mercury model, and the content of a projection video comprises the internal structure of Mercury, topography, star magnetic field, the planetary extremes and star motion. Spherical touch control is used by the Venus model, and the content of a projection video comprises star characteristics, basic parameters, volcanic distribution, an atmospheric environment and physical observation. Internal projection is adopted by the Earth model, a spherical touch control is adopted by the Moon model which is associated with the Earth model, and the content of a projection video comprises the observation of the Earth from outer space, the moon, the surface of the Moon, the rotation ofthe Moon around the Earth, tides, and the origin of the Moon.
Owner:上海诚唐文旅科技集团股份有限公司

Climate variable lacrosse heads and related methods of use

A first lacrosse head constructed from a first material having first properties or a second lacrosse head constructed from a second material having second properties is selectively used in lacrosse activities, based on environmental conditions, such as temperature, humidity and / or solar activity, to provide generally consistent head performance as perceived by a lacrosse player across a range of environmental conditions. The first and second heads can be identical in structure, but constructed from different materials. For example, the first head can include a polyamide, optionally, Nylon 6,6 polyamide, and the second head can include a high performance polyamide resin, optionally a polypthalamide. An environmental indicator that provides visual and / or audible output with regard to environmental conditions can be included with at least one of the first head, the second head and a shaft to which the heads can be joined. Related methods of use are also provided.
Owner:WARRIOR SPORTS INC

Satellite Constellation System for Solar Outburst-Near-Earth Space Environment Response Detection

The invention relates to a satellite constellation system for solar burst-near-earth space environment response detection, which comprises three or more satellites, the three satellites are respectively distributed on two non-coplanar and heteroid sun-synchronous orbits, each satellite further comprises an integrated electronic computer, a sun observation load and a near-earth space environment detection load, both the sun observation load and the near-earth space environment detection load are connected with the integrated electronic computer, the integrated electronic computers directly communicate with a ground station on the earth, and moreover, the integrated electronic computers of the three satellites are self-networked for communication. The satellite constellation system can be used for observing solar burst activities and the causal response of the near-earth space environment at the same time, is applicable to the integrative research of solar activity-near-earth space environment change, and has the advantages of multi-satellite networking, different-orbit and heterogeneous distribution, broad wave band, multiple layers, causal chain observation and low cost.
Owner:八院云箭(北京)航天技术研究院有限公司

Full-view-field column radiation ratio determining method of spaceborne optical remote sensor

The invention relates to a full-view-field column radiation ratio determining method of a spaceborne optical remote sensor. The method comprises steps that 1) simulated input data including observation time, observation point coordinates, a geomagnetic activity parameter, a solar activity index, an observation area parameter and an atomic physics parameter is modeled by obtaining all essential factors; 2) a universal radiation transmission model is established and simulated; and 3) data of the radiation transmission model is obtained and processed, and the full-view-field column radiation rateof the optical remote sensor is calculated. According to the observation time, observation point coordinates, observation direction angle, geomagnetic activity parameter, solar activity index and thelike, a spherical geometric method is used, factors including atmosphere density change and solar elevating angle change of a target area are considered in an integrated manner, the column radiationrates corresponding to different observation directions of the full-view-field of the optical remote sensor are calculated accurately, and basis is provided for analysis on the radiation characteristic of the observation area and researches on image simulation and image reversion algorithms.
Owner:AEROSPACE DONGFANGHONG SATELLITE

System and Method for Semiotic Digital Encoding

A system and method for lowering probability that low data rates, high bit error rates, and susceptibility to signal degradation in communication environments during storms, solar activity, and adversarial activity is disclosed. The system and method affect communications by minimizing the amount of data / information that needs to be transmitted, partly by creating an algorithmic process / method that moves knowledge and not data and information. The system and method is based upon the realization that structured communications often possess a similar level of context that can be exploited to communicate full meaning (knowledge), even when only a small fraction of the message is transmitted to the receiver. Reducing the number of bytes transmitted significantly reduces the probability that a transmission will be affected by either naturally occurring or human supplied factors present in modern communication environments.
Owner:BEVILACQUA RES CORP INC

Refraction-projection type solar activity display device

InactiveCN104216104AFind the target fastFocusTelescopesObservatorySolar Activities
The invention discloses a refraction-projection type solar activity display device and relates to the field of astronomical observation equipment. A projection display (1) is arranged at the front end of a projection camera obscura (2), the rear end of the projection camera obscura (2) is connected with an astronomical telescope (4), a target aiming lens (3) is arranged at the front end of the astronomical telescope (4), the projection camera obscura (2) is arranged on a tripod (6), and a longitude and latitude adjuster (5) is arranged under the projection display (1). The refraction-projection type solar activity display device is applicable to astronomical observation clubs of primary and secondary schools as well as astronomical observatories of universities and colleges, rapid in looking for targets in astronomical observation, accurate in focusing, convenient to record, easy to take photos, capable of being recorded by multiple people with one-step imaging, high in observation efficiency and ideal in effect of observing and recording sun spots.
Owner:黄熙

Full-solar-surface multi-stage solar extreme-ultraviolet spectrum imaging method

InactiveCN108680253AReduce volumeRealize simultaneous observationSpectrum investigationGratingUv spectrum
The invention discloses a full-solar-surface multi-stage solar extreme-ultraviolet spectrum imaging method. Light at a light inlet is focused to a system focal plane by an off-axis parabolic reflecting mirror, wherein an extreme-ultraviolet variable-pitch grating is arranged at the focal plane of the system; focused solar extreme-ultraviolet radiation is dispersed by the extreme-ultraviolet variable-pitch grating and the dispersed light is received by five levels of detectors; images received by four detectors have chromatic dispersion phenomena and the image received by the intermediate detector has no chromatic dispersion, so that spatial information is obtained directly at the level without chromatic dispersion and the spectral information is obtained based on inversion results of the five levels of imaging. According to the invention, simultaneous observation of full-solar-surface space and spectral information is realized; the method is suitable for observing large-range dynamic solar activities like the CME; the solar burst speed information can be obtained; and a novel way is provided for researches of space weather and space environment.
Owner:BEIJING INST OF SPACECRAFT ENVIRONMENT ENG

Silver river cosmic ray model selection method and system

The invention relates to a silver river cosmic ray model selection method and system, and the method comprises the steps: receiving a silver river cosmic ray model selection instruction, and obtaining analysis data corresponding to each analysis angle from the silver river cosmic ray model selection instruction based on a preset analysis angle. The intensity of the silver river cosmic rays is modulated by a geomagnetic field and solar activity, the analysis range of a silver river cosmic ray model cannot directly include the particle energy range and atomic number range of the silver river cosmic rays, and the silver river cosmic rays can generate different environmental effects on spacecraft materials, electronic components, photoelectric devices and the like. Therefore, various analysis angles are provided in the application, and at least comprise the spacecraft orbit height, the current solar activity period, the particle energy range needing to be analyzed, the atomic number range and the environmental effect analysis. According to multiple analysis angles in the application, the target silver river cosmic ray model conforming to the silver river cosmic ray model selection instruction can be better selected from multiple alternative silver river cosmic ray models.
Owner:深圳星地孪生科技有限公司 +1

Geomagnetic Ap index mid-term forecasting method

The invention discloses a geomagnetic Ap index mid-term forecasting method. The method comprises the following steps: forecasting an Ap index formed in a related process; comprehensively forecasting the overlapping process; and generating an ultraviolet index according to a forecasting result. According to the invention, geomagnetic Ap index evolution trends under different solar activity levels are analyzed, the occurrence reason of geomagnetic disturbance is combined to establish an Ap index comprehensive forecasting method; according to the method, the Ap index of the 27th day in the futurecan be forecasted day by day by inputting the recent solar activity and the Ap index time sequence in the form of a calculation formula, and the Ap index of the 4th day to the 27th day in the futurecan be forecasted as the forecasting of the Ap index of the 1st day to the 3rd day in the future belongs to the business category of short-term forecasting.
Owner:NAT SATELLITE METEOROLOGICAL CENT

System, method, and computer program product for valuating space weather-based financial instruments

InactiveUS20190279304A1Easily and confidently be pricedMarket predictionsFinanceSolar ActivitiesFinancial transaction
A system and method for evaluating space weather-based derivatives, such as futures, options, swaps, and the like, with payout depending on solar activity. The system includes space weather data, financial databases and a central processing trading server that is accessible via a plurality of internal and external workstations.
Owner:UNGER STEPHAN +1

Computer sun activity prediction system

InactiveCN101266302BAccurate medium and long-term solar activity forecastWeather condition predictionSpecial data processing applicationsHuman–machine interfaceSolar Activities
A computer solar activity forecasting system comprises a forecasting module in a system containing a server with human-machine interface and a mass data base, wherein the forecasting module is composed of a radio current forecasting module established based on ARIMA module, a proton forecasting module based on SVM and a flare forecasting module based on multiple discrimination pattern, a network station automatic data downloading module, a mail automatic data receiving module, a conventional sending module and an unconventional sending module, and a timing start-up forecasting module controlled by the timer in the server. The said system solves the problem that the data processing amount is large and the time and vigour is squandered during forecasting the solar activity and quickly and accurately forecasts the solar activity of mid long term and forecasts the solar activity of short term which is difficult to forecast in days of old and has great applied cost for preventing the solaracute activity from influencing the human living and agricultural production and performing scientific study.
Owner:NAT ASTRONOMICAL OBSERVATORIES CHINESE ACAD OF SCI

Method for forecasting solar flare outbreak based on 3D convolutional neural network

The invention discloses a method for forecasting solar flare outbreak based on a 3D convolutional neural network. The method comprises the following steps: 1, constructing an observation data cube byadopting continuous observation data; 2, training the 3D convolutional neural network model by adopting the training set; and 3, inputting the test set into the trained 3D convolutional neural networkmodel for prediction. According to the method, a series of solar activity area images which are continuous in time are positioned, tracked, intercepted and corrected, so that the problem of image distortion subsequently input into a model can be avoided, and a result is more realistic; and the processed data is matched with a specific 3D convolutional neural network of the method, and time sequence information contained in solar continuous observation data can be fully extracted, so that evolution process information of an activity area is captured, and the accuracy of solar flare forecastingof the model is effectively improved; and meanwhile, due to the fact that continuous sun observation data is used, the complexity of observation data collection and arrangement work is effectively reduced.
Owner:KUNMING UNIV OF SCI & TECH

Correlation evaluation method for forecasting factor and solar flare

ActiveCN111965733AComplete correlation conclusionAccurate Correlation ConclusionWeather condition predictionSolar ActivitiesCorrelation index
The invention relates to the research technology of solar activities, in particular to a correlation evaluation method for forecasting factors and solar flare, which comprises the following specific steps: step 1, extracting all the forecasting factors and data corresponding to whether a flare event occurs or not, and defining a correlation index of each forecasting factor; step 2, drawing a correlation graph of any one forecast factor and data whether flare occurs or not; step 3, performing statistics on the flare occurrence probability of the forecasting factor in each data segment to obtain a correlation index of the forecasting factor; step 4, giving a correlation conclusion between the forecasting factor and whether a flare event occurs or not according to the numerical value of thecorrelation index; and step 5, executing the step 2 to the step 4 on other forecasting factors to obtain a correlation conclusion of each forecasting factor. According to the method, a multi-data-segment evaluation method is adopted, and a correlation conclusion can be obtained completely and accurately.
Owner:HARBIN INST OF TECH
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