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Machine learning method for constructing a space weather forecasting system and space weather forecasting method constructed by the method
Machine learning method for constructing a space weather forecasting system and space weather forecasting method constructed by the method
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机译：用于构建空间天气预报系统的机器学习方法和通过该方法构建的空间天气预报方法
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摘要
PROBLEM TO BE SOLVED: To structure a novel and useful cosmic weather forecast system by processing a large quantity of solar observation data.SOLUTION: A machine learning method is intended for structuring a cosmic weather forecast system comprising a first step of subjecting a whole sphere observation image of the sun observed at a time point tto two-dimensional Wavelet conversion to calculate the sum of all the wavelength components and thereby obtaining n-dimensional feature vectors and a following second step of machine-learning maps from a feature vector at the time point tintended for the object of cosmic weather forecasting observed from the time point tuntil a time point t+k. By implementing the first step and the second step at many time points, maps are machine-learned repeatedly.SELECTED DRAWING: Figure 3
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