Wavelet Coherence Of Total Solar Irradiance and Atlantic Climate

05/03/2023
by   Vasil Kolev, et al.
0

The oscillations of climatic parameters of North Atlantic Ocean play important role in various events in North America and Europe. Several climatic indices are associated with these oscillations. The long term Atlantic temperature anomalies are described by the Atlantic Multidecadal Oscillation (AMO). The Atlantic Multidecadal Oscillation also known as Atlantic Multidecadal Variability (AMV), is the variability of the sea surface temperature (SST) of the North Atlantic Ocean at the timescale of several decades. The AMO is correlated to air temperatures and rainfall over much of the Northern Hemisphere, in particular in the summer climate in North America and Europe. The long-term variations of surface temperature are driven mainly by the cycles of solar activity, represented by the variations of the Total Solar Irradiance (TSI). The frequency and amplitude dependences between the TSI and AMO are analyzed by wavelet coherence of millennial time series since 800 AD till now. The results of wavelet coherence are compared with the detected common solar and climate cycles in narrow frequency bands by the method of Partial Fourier Approximation. The long-term coherence between TSI and AMO can help to understand better the recent climate change and can improve the long term forecast.

READ FULL TEXT

page 8

page 9

research
10/30/2013

Wavelet and Fast Fourier Transform based analysis of Solar Image

Both of Wavelet and Fast Fourier Transform are strong signal processing ...
research
07/23/2021

Deep Learning Based Reconstruction of Total Solar Irradiance

The Earth's primary source of energy is the radiant energy generated by ...
research
08/15/2013

Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting

Solar radiation prediction is an important challenge for the electrical ...
research
06/25/2021

Nonparametric monitoring of sunspot number observations: a case study

Solar activity is an important driver of long-term climate trends and mu...
research
03/23/2021

Recent Ice Trends in Swiss Mountain Lakes: 20-year Analysis of MODIS Imagery

Depleting lake ice can serve as an indicator for climate change, just li...
research
09/29/2022

Accurate Long-term Air Temperature Prediction with a Fusion of Artificial Intelligence and Data Reduction Techniques

In this paper three customised Artificial Intelligence (AI) frameworks, ...
research
09/14/2020

Bayesian Appraisal of Random Series Convergence with Application to Climate Change

Roy and Bhattacharya (2020) provided Bayesian characterization of infini...

Please sign up or login with your details

Forgot password? Click here to reset