Answer: It's unusual that you are having such a variety of symptoms when the conditions you are providing are the same. Are the roses all the same variety, or do you have different ones? If you have different varieties, perhaps some are better suited to the low desert than others. It sounds as if you are doing a good job of care, however, our summers are extremely tough on roses, particularly those in pots. Did you provide protection from afternoon sun? Soil temperatures in pots can reach 150 degrees F in summer. Container plants benefit from that during the summer. Stressed plants are more likely to show problems than non-stressed plants. I'll describe some potential reasons for the symptoms you describe.
Wilting leaves can be a sign of both dry soil (which you don't seem to have) and water-logged soil and/or root rot. Roots need oxygen as well as water, and if their is too much water in the soil, it fills up the spaces where oxygen would be. You seem aware of the importance of not having overly wet soil, but perhaps one pot is not draining well, or the water is flowing down the sides, not soaking the root zone? Try digging down to ensure that the roots are in moist soil. A fungal disease called vascular wilt is another cause of wilting leaves.
When leaves turn brown/crusty on the edges, then die, it's often a sign of fertilizer or salt burn. Again, you seem aware of these problems and are leaching out the salts. However, most rosarians I know do not fertilize their roses during the summer, because there is increased stress for the plants just surviving, let alone producing blooms. They fertilize every 6 weeks starting in September as weather cools and going through November, than starting again in mid February through May, tapering off in June as the heat hits.
Also, with container plants, more regular fertilizing is often needed, but it's a good idea to use 1/4 to 1/2 the strength to reduce the chances of fertilizer burn.
I hope this info helps. There are several very active rose clubs in the Phoenix area. Visitors are always welcome at their meetings. Phoenix Home & Garden magazine lists the clubs and when they meet in their "Around Arizona" section at the back of the magazine. Good luck!
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