Satellite image data taken on August 19 for Zhuzhou city of Hunan province using SPOT5 imagery were processed using unsupervised classification combined with the ground monitoring method. On realizing computer automatic identification, the extracted total area of rice field in zhuzhou city was 6 379.4 hm2 based the ground sample monitoring data, The precision of which was 95.70%, as verified by precision analysis.