2004
DOI: 10.1007/s11207-005-4282-5
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Reconstruction of Magnetic Activity of the Sun and Changes in Its Irradiance on a Millennium Timescale Using Neurocomputing

Abstract: Relations between basic indices of the Sun and the cosmogenic isotope 14 C and 10 Be records were derived using the Artificial Neural Network (ANN) technique. A reconstruction of the sunspot indices and changes in Total Solar Irradiance (TSI) was carried out. Long-term changes in TSI appear in the amplitude modulation of its 11-year cyclic variation as well as in its lower envelope describing variability of the background irradiance of the Sun. According to the reconstruction the irradiance has increased about… Show more

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Cited by 13 publications
(11 citation statements)
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“…Volcanic (stratospheric) aerosol forcings were taken from [11]. We used three TSI reconstructions obtained in the works [12][13][14]. The total (net) climate forcing F  calculated using TSI reconstruction [14] is shown in Figure 2(f).…”
Section: Resultsmentioning
confidence: 99%
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“…Volcanic (stratospheric) aerosol forcings were taken from [11]. We used three TSI reconstructions obtained in the works [12][13][14]. The total (net) climate forcing F  calculated using TSI reconstruction [14] is shown in Figure 2(f).…”
Section: Resultsmentioning
confidence: 99%
“…We used three TSI reconstructions obtained in the works [12][13][14]. The total (net) climate forcing F  calculated using TSI reconstruction [14] is shown in Figure 2(f). The same forcing but considering the amount of solar radiation that reaches the Earth's surface derived from satellite observations Figure 2 …”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…For example, different long-term reconstructions of TSI prior to instrumental period (before 1978) show a quite different picture. According to [87], the average TSI increased by ca 5 W×m -2 from the beginning of the 19 th century till the end of the 20 th century, while the reconstruction [68] shows only 1.5 W×m -2 rise during the same time interval (see also Figure 6 from [77]). These values lead to a corresponding radiative forcing 0.26-0.88 W×m -2 .…”
Section: Modern Climate Modeling -Advantages and Limitationsmentioning
confidence: 99%
“…Long-term solar activity reconstruction on centennial to multi-millennia timescales is accomplished by cosmogenic isotope records, such as 10 Be and 14 C (Miletsky et al 2004;Mordvinov et al 2004;Lee et al 2004;Volobuev 2004), which are produced mostly in the upper atmosphere, and thus are anticorrelated with the sunspot number (Scherer et al 2004), but this archeo-magnetic reconstruction method is not really a measurement but rather a "postdiction," and thus is not considered reliable for future predictions (Usoskin & Kovaltsov 2004). Some authors defined a new parameter to characterize the longterm solar cycle variability, the sunspot unit area, which is the size of a sunspot averaged over a cycle, but then lost the Waldmeier effect and the Gnevyshew-Ohl rule (Li et al 2005d).…”
Section: Sunspot Postdictionsmentioning
confidence: 99%