An alpha -alumina powder is produced directly from a mineral or compound which contains aluminum and silicon by calcining the mineral or compound at a temperature of from 600 DEG C to 1400 DEG C in an atmosphere containing at least 1.0 vol.% of hydrogen fluoride, or an atmosphere containing at least 1.0 vol.% of fluorine gas and at least 0.1 vol.% of steam.