This is the FAA document that defines airport design standards. A key portion related to the lack of mitigated airport hazards at the Santa Monica Airport is Section 307, ‘Runway Safety Areas’.
Note that this version became effective on 9/28/2012, cancelling the previous version. To view the previous version, FAA Advisory Circular 150/5300-13 (306p), click here.