Thanks so much, everyone.
I think with all your help I have identified the farm - looks like on the edge of Twigworth and Down Hatherley which makes more sense than the farm at Norton I found.
My family is Stanton who were in Leigh, Norton and by 1901 were living Tewkesbury Road, Down Hatherley and I did find them in the 1911 census index. They apparently moved to Twigworth between 1905 and 1908 before emigrating to NZ in 1913.
Thanks again
Judi