Deductions & credits

My understanding is that for a rental property, the added basis must be depreciated over the life of the improvement. If depreciation is not taken in any tax year then that depreciated amount is lost. 

i.e. if no yearly depreciation is taken then all the basis from the special assessment will be lost at the end of the improvement's life.  Is my understanding of this correct?