I had heard that they were identified as having an agricultural purpose, not a weapons purpose.
I'm mistaken. The labs thought to be mobile biological weapons labs were hydrogen factories for weather balloons used for conventional artillery purposes. Google has several interesting articles and timelines about this. There is much about these WMD claims that have proven to be spectacularly erroneous.