This bridge and I believe all the paths to the south of here are currently closed for an indeterminate amount of time.  There is a brief mention of it on the estate website at the bottom of one of their news update.  Access is also blocked at the path from the Montagu Bridge, I didn't have time to check around by the Stables to east but I'm assuming they'll have blocked off the other access paths as well.