Relationship between Magnetic Power Spectrum and Flare Productivity in Solar Active Regions Valentyna Abramenko(1), Alexei Pevtsov(2), Paolo Romano(2) and Vasyl Yurchyshyn(1) (1) Big Bear Solar Observatory, USA (2) National Solar Observatory, USA (3) Universita di Catania, Italy Power spectra of the high resolution MDI line-of-sight magnetograms were calculated for 16 active regions of different flare activity. For each active region, the daily soft X-ray flare index, A, was calculated. This index characterizes the flare productivity of an active region per day, being equal to 1 when the specific flare productivity is one C1.0 flare per day. Tthe power index, α, of the magnetic power spectrum, E(k)~k-α, averaged over all analyzed magnetograms for a given active region, was compared with the flare index. It was found that active regions, which produced X-class flares, possessed a steep power spectrum with α>2.0, while flare-quiet active regions with low magnitude of A displayed a Kolmogorov-type spectrum of α~5/3. Observational data suggest that the flare index A may be determined from the power index α by A(α)=409.5(α-5/3)2.49. The magnitude of the power index at the stage of emergence of an active region seems not to be related to the current flaring level of this active region, but rather reflects its future flare productivity, when the magnetic configuration becomes well evolved. We then compared the soft X-ray luminosity of the solar corona, measured by the Yohkoh spacecraft for 104 well developed and decaying active regions, to the magnetic field parameters such as power index and the magnetic energy dissipation rate, which are a proxy for the energy of random footpoint motions induced by turbulent convection in the photosphere and below. Here we report that the area-normalized soft X-ray flux correlates well with both the power index and the magnetic energy dissipation rate. Our results present strong observational support to those coronal heating models that rely on random footpoint motions as an energy source to heat the corona above active regions.