An old ammunition store?

Today on a cycle ride I decided to revisit an old childhood haunt of Anchor Woods and this particular WW2 ammunition store. My late father mentioned in a memory that the field in which this store resides was used as a target range at the time of the second world war and this structure was store. If anyone has any more information about this pla please let me know. Al