Development and application of a hybrid model to analyze spatial distribution of macroinvertebrates under flow regulation in the Lijiang River

► A hybrid model for macroinvertebrates presence is developed. ► Quantitatively assess impact of reservoir operation on macroinvertebrates dynamic. ► Case study showed increase of discharge in dry season is negative to S. amurensis. ► The hybrid approach is applicable for other aquatic organisms.