It most certainly rains in the desert, even on Live. However, I believe there was a modifier to allow for more or less % chance of rain occurring for each zone. Zones like the Karanas usually rained more often than the deserts.
As for it raining in the EC tunnel, this might be a downside of the Titanium client and how collision detection was changed around 2004. There is little we can do about this.
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