Stoke D'Abernon is a village and former civil parish in the borough of Elmbridge in Surrey, England. It is on the right bank of the River Mole contiguously south of Cobham, a larger settlement which is a post town and is east-southeast of Oxshott a large village founded in the 19th century from the higher, sandy forested part of its formerly expansive area. It shares a railway station with Cobham and is inside the M25 motorway. Cobham Training Centre, the training ground of Chelsea F.C., is within its traditional boundaries.