Estudio multiespectral de radiacion solar comprendido en el periodo 2003 – 2020 segun datos satelitales de SORCE y GOES
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Abstract
he present study was focused on the analysis of the solar radiation in a period from 2003
to 2020, using daily satellite data provided by SORCE (Solar Radiation and Climate Expe-
riment) in different bands and GOES (Geostationary Operational Environmental Satellite)
in X-rays; together with the records of the number of sunspots and class C, M and X events.
An analytical comparison is performed to understand the possible factors that produce the
variability of the solar cycle and another with the help of artificial intelligence more preci-
sely automatic learning with classification neural networks. The data were compiled with an
input data matrix of 24 × 6075 and labeled with respect to three binary outputs, A quiet Sun,
B Sun with moderate activity and C Sun with strong activity. The results obtained show a
correlation of 90.3 % agreement of all the data. The 48.1 % of the data have a behavior of
quiet Sun, 41.3 % present a moderate solar activity and 1.0 % sun with strong activity.
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ilustraciones, diagramas