Naval Security Group Activity Sabana Seca is a military located in Toa Baja County, Puerto Rico. It appears on the Bayamon USGS 7.5-minute topographic quadrangle. The nearest populated place is Pabellones Census Designated Place, approximately 0.8 miles to the S.