H. Isliker et Ao. Benz, NONLINEAR PROPERTIES OF THE DYNAMICS OF BURSTS AND FLARES IN THE SOLAR AND STELLAR CORONAE, Astronomy and astrophysics, 285(2), 1994, pp. 663-674
Solar and stellar flares are highly structured in space and in time, a
s is indicated for example by their radio signatures: the narrowband s
pikes, type III, type II and IV, and pulsation events. Structured in t
ime are also the not flare related type I events (noise storms). The n
ature of this fragmentation is still not clear. Either, it can be due
to stochastic boundary or initial conditions of the respective process
es, such as inhomogeneities in the coronal plasma. Or else, adetermini
stic non-linear process is able to cause complicated patterns of these
kinds. We investigate the nature of the fragmentation in time. The pr
operties of processes we enquire are stationarity, periodicity, interm
ittency, and, with dimension estimating methods, we try to discriminat
e between stochasticism and low-dimensional determinism. Since the mea
sured time series are rather short, the dimension estimate methods hav
e to be used with care: we have developed an extended dimension estima
te procedure consisting of five steps. Among others, it comprises agai
n the questions of stationarity and intermittency, but also the more t
echnical problems of temporal correlations,judging scaling and converg
ence, and few data points (statistical limits). We investigate 3 event
s of narrowband spikes, 13 type III groups, 10 type I storms, 3 type I
I bursts and 1 type IV event of solar origin, and 3 pulsation-like eve
nts of stellar origin. They have in common that all of them have stati
onary phases, periodicities are rather seldom, and intermittency is qu
ite abundant. However, the burst types turn out to have different char
acteristics. None of the investigated time series reveals a low-dimens
ional behaviour. This implies that they originate from complex process
es having dimensions (degrees of freedom) greater than about 4 to 6, w
hich includes infinity, i.e. stochasticity. The lower limit of the deg
rees of freedom is inferred from numerical experiments with known chao
tic systems, using time series of similar lengths, and it depends slig
htly on the burst types.