One reason that comes to mind for not using the ground penetrating radar 15 years ago is simply cost. The $$$ per hour for operating the radar in the field is just the start. In addition to that, the engineering $$$ can rack up impressively. I can see costs pushing to $10K pretty easily. A second possibility is that the investigators at the time simply did not know of the technology.