On September 2, 1925, the USS Shenandoah (ZR-1), a rigid airship, was destroyed during a squall in Ohio. Fourteen of 53 people on board died in the crash. This was the 57th flight for the airship, so it certainly wasn’t a problem with the newness of the ship. Instead, weather was the problem.
It’s worth noting that there are a few non-maritime “ships” in the database, such as Shenandoah. Of course, looking at the link for Shenandoah, one sees a range of vessels — a Confederate cruiser/raider, a post-Civil War steamship, a schooner, a post-World War II tender, and, of course, the airship in question today. While they’re not as extensively listed, you will find these other vessels (and even a few imaginary ones) in the database, so check it out — even if your “ship” doesn’t float.