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The streamer instability in nonself-sustaining discharges was investigated with framing camera photographs and shadowgraphs. Initiated by cathode layer instability, streamers exponentially grow at a rate that depends on both the power density and the electric field in the discharge, suggesting that both avalanching and thermal ionization are needed.
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Rostler et al. (2008) studied this question.
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