A two-level atom is put in noise field, which is described as thermal reservoir. The interaction of atom with noise field is considered. The non-opposite angle element of two-level atom's reducible density mafvix is obtained and decoherence of two-level atom is studied. We discuss atom's decoherence through an external controllable driving field. And the properties of an external driving field are obtained when atom's coherence is maintained.