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This paper aims to apply an integrated spatial regression model to explore the associations between ten environmental variables and the highly pathogenic avian influenza(HPAI)A subtype H5N1 cases in wild birds and poultry in China,and to predict the HPAI H5N1 cases number in geographical areas.