Litcius/Paper detail

Assessing the solar variability signature in climate variables by information theory and wavelet coherence

Ileana Mares, Venera Dobrică, Constantin Mares, Crişan Demetrescu

2021Scientific Reports16 citationsDOIOpen Access PDF

Abstract

The present study aims to investigate the possible influence of solar/geomagnetic forcing on climate variables, such as the drought index, Danube discharge and large-scale atmospheric indices. Our analysis was performed separately for each season for two time periods, 1901-2000 and 1948-2000. The relationship between terrestrial variables and external indices was established based on the application of (1) information theory elements, namely, synergy, redundancy, total correlation, transfer entropy and (2) wavelet coherence analysis. Bandpass filtering has also been applied. The most significant signature of the solar/geomagnetic forcing in the climate variables was obtained for the data smoothed by the bandpass filter. According to our results, significant solar/geomagnetic forcing appears in the terrestrial variables with a delay of 2-3 years.

Topics & Concepts

Coherence (philosophical gambling strategy)Signature (topology)WaveletComputer scienceData scienceArtificial intelligenceStatisticsMathematicsGeometrySolar and Space Plasma DynamicsSolar Radiation and PhotovoltaicsClimate variability and models