Despite the copious amounts of snow and persistent cold, Lake Tahoe remains sparkling blue and largely free of any ice cover, with the exception of marinas along the shore. Experts say it won't freeze this year and likely never has in human memory. That's because Lake Tahoe is deep — very deep.