Operational solar flare prediction model using Deep Flare Net
نویسندگان
چکیده
منابع مشابه
A Bayesian Approach to Solar Flare Prediction
A number of methods of flare prediction rely on classification of physical characteristics of an active region, in particular optical classification of sunspots, and historical rates of flaring for a given classification. However, these methods largely ignore the number of flares the active region has already produced, in particular the number of small events. The past history of occurrence of ...
متن کاملShort-term Solar Flare Prediction Using Image-Case-based Reasoning
Solar flare vastly influences the space wether and human activities and its prediction is of great complexity. The existed solutions such as data based approaches and model based approaches have a common demerit which lacks human engaging in forecasting process. An image-case-based reasoning method is introduced to achieve this goal. The image case library is composed of SOHO/MDI longitudinal m...
متن کاملSolar Flare M-class Prediction Using Artificial Intelligence Techniques
Currently, astronomical data have increased in terms of volume and complexity. To bring out the information in order to analyze and predict, the artificial intelligence techniques are required. This paper aims to apply artificial intelligence techniques to predict M-class solar flare. Artificial neural network, support vector machine and naïve bayes techniques are compared to define the best pr...
متن کاملShort-Term Solar Flare Prediction Using Predictor Teams
A short-term solar flare prediction model is built using predictor teams rather than an individual set of predictors. The information provided by the set of predictors could be redundant. So it is necessary to generate subsets of predictors which can keep the information constant. These subsets are called predictor teams. In the framework of rough set theory, predictor teams are constructed fro...
متن کاملSolar Flare Cycles
We present a review of different solar flare periodicity intervals. Our analysis includes a statistical investigation of flare occurrence and N-S hemispheric distribution over the last three 11-yr solar cycles (SCs 21-23, corresponding to the period 1976-2001). Moreover, we try to estimate if there is any connection between the flare activity and the strength of solar cycles. For that purpose, ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Earth, Planets and Space
سال: 2021
ISSN: 1880-5981
DOI: 10.1186/s40623-021-01381-9