How can I adhere decorative stone onto the house siding?

We put stacking stone on the house it’s called add comes in a 2‘ x 6“ long piece weighs about 3 pounds we put it on the side of our house with heavy duty construction adhesive glue and the back is falling off there are sprinkler heads back there or do you think it’s water related or what should we put it back on with

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