Perhaps you need to get the soil tested. Pesticides (termite treatments) and other chemicals may be present in the soil. It could contain large amounts of lime or other alkaline substances. Or, it may just be that that area is simply too sunny and hot? You can get soil testing kits fairly inexpensively at garden centers/big box stores. You can also probably send a soil sample to you cooperative extension/county agent.
