The blooms on my roses are noticeably smaller after periods of intense heat or inadequate watering (or both of these combined, of course). The stress causes them to shut down and produce fewer and smaller blooms. More fertilizer won't help at these times. Stressed roses shouldn't be fertilized. Give them more water and more mulch instead.