Assuming you're really using a Sandbox and you're running from it, new applications are installed to the Sandbox's Applications folder. Your backup is done from the original drive, not the Sandbox, and the original drive does not have the applications on it that you've installed on the Sandbox...
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--Dave Nanian
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