Regularized Reconstruction of the Differential Emission Measure from Solar Flare Hard X-Ray Spectra |
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Authors: | M Prato M Piana J C Brown A G Emslie E P Kontar A M Massone |
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Institution: | (1) Astronomy Department, University of Maryland, College Park, MD 20742, USA;(2) Institute of Solar-Terrestrial Physics, Irkutsk, 664033, Russia;(3) Lab for Astronomy and Solar Physics, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA |
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Abstract: | We address the problem of how to test whether an observed solar hard X-ray bremsstrahlung spectrum (I(∊)) is consistent with a purely thermal (locally Maxwellian) distribution of source electrons, and, if so, how to reconstruct
the corresponding differential emission measure (ξ(T)). Unlike previous analysis based on the Kramers and Bethe-Heitler approximations to the bremsstrahlung cross-section, here
we use an exact (solid-angle-averaged) cross-section. We show that the problem of determining ξ(T) from measurements of I(∊) invOlves two successive inverse problems: the first, to recover the mean source-electron flux spectrum (
`(F)]\overline{F}
(E)) from I(∊) and the second, to recover ξ(T) from
`(F)]\overline{F}
(E). We discuss the highly pathological numerical properties of this second problem within the framework of the regularization
theory for linear inverse problems. In particular, we show that an iterative scheme with a positivity constraint is effective
in recovering δ-like forms of ξ(T) while first-order Tikhonov regularization with boundary conditions works well in the case of power-law-like forms. Therefore,
we introduce a restoration approach whereby the low-energy part of
`(F)]\overline{F}
(E), dominated by the thermal component, is inverted by using the iterative algorithm with positivity, while the high-energy
part, dominated by the power-law component, is inverted by using first-order regularization. This approach is first tested
by using simulated
`(F)]\overline{F}
(E) derived from a priori known forms of ξ(T) and then applied to hard X-ray spectral data from the Reuven Ramaty High Energy Solar Spectroscopic Imager (RHESSI). |
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Keywords: | |
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