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As long as the ground is not still frozen in the spring time (if it is wait until it thaws), it doesn't really matter when you do it. I would say it mostly depends on if you plan on using the pool over this coming summer and if you are willing to do the upkeep/cleaning until fall comes around.
Any time is a good time, And your Insurance company should be informed so you can get a credit for removing the hazard.