The 65-year-old former Top Gear presenter bought Diddly Squat farm in Chadlington, near Chipping Norton, in 2008.
Mr Clarkson and his partner, Lisa Hogan, opened the Cotswolds farm shop in 2020, which has proved popular with tourists in the years following.
Their efforts were documented in the hugely popular Amazon Prime TV series Clarkson’s Farm, which is now five series in.
In an update on the shop’s Facebook page, it said the main shop will be closed from March 16 to 24.
It said: “We’ll be making a few changes to the shop over the next week, so our usual farm shop will be closed from Monday 16th to Tuesday 24th March.
“We know some of you may already have plans to visit, so we’ll have a temporary shop set up in the lambing barn (just around the back of the usual shop) during that time. It won’t quite be the full Diddly experience but you’ll still be able to pick up a few bits while you’re here.
“If you’re planning a trip and want the shop as you know it, we’d recommend visiting from the 25th March onwards.”
Mr Clarkson is well known for appearing alongside James May and Richard Hammond on motoring shows Top Gear and The Grand Tour.
